MULTIPLEX GENOME ENGINEERING IN EUKARYOTES
20210222155 · 2021-07-22
Inventors
Cpc classification
C12N15/1082
CHEMISTRY; METALLURGY
C12N15/1079
CHEMISTRY; METALLURGY
C12N15/1058
CHEMISTRY; METALLURGY
C40B30/06
CHEMISTRY; METALLURGY
C12Q2525/185
CHEMISTRY; METALLURGY
C40B40/02
CHEMISTRY; METALLURGY
International classification
Abstract
Compositions and methods for gene editing are provided. The methods employ an oligo-based annealing mechanism that is rooted in the process of DNA replication rather than homologous recombination (HR). Oligo incorporation efficiencies are comparable and often exceed those of CRISPR/cas9 editing without the need for double strand breaks (DSBs). By relying on the multiplex annealing of oligos rather than DSBs the process is highly scalable across a genomic region of interest and can generate many scarless modifications of a chromosome simultaneously. Combinatorial genomic diversity can be generated across a population of cells in a single transformation event; genomic landscapes can be traversed through successive iterations of the process, and genome-wide changes can be massively parallelized and amplified through systematic strain mating.
Claims
1. A method for preparing a library of mutant eukaryotic cells comprising (i) transfecting or transforming a population of eukaryotic host cells with (a) an oligonucleotide that can introduce one or more mutations into a selectable marker when incorporated into a cell's genome by replication fork annealing and (b) one or more oligonucleotides that can introduce one or more mutations into a target region when incorporated into a cell's genome by replication fork annealing; and (ii) selecting mutant cells that have a mutation in the selectable marker.
2. The method of claim 1, wherein the target region and the selectable marker are separated by 2, 1, or 0 origins of replication.
3. The method of claim 1, wherein the target region has a length from between 1 base pair and 100 million base pairs from the origin of replication closest to the selectable marker.
4. The method of claim 1, wherein the selectable marker is a counter-selectable marker and mutant cells are selected by culturing the transfected cells in presences of a compound that kills cells expressing the un-mutated selectable marker.
5. The method of claim 1, wherein the one or more oligonucleotides of step (b) introduce mutations into a gene regulatory region, an open reading frame, an intron, or a combination thereof.
6. The method of claim 5, wherein the mutations are insertions, deletions, substitutions, or a combination thereof.
7. The method of claim 1, wherein the oligonucleotides of (a) and (b) are each about 30 and 120 nucleotides in length.
8. The method of claim 1, wherein the oligonucleotides of (b) are a pool of oligonucleotides each comprising 1 or more mutations.
9. The method of claim 1, further comprising (iii) selecting mutant cells that have a mutation in the target region.
10. The method of claim 9, wherein the selection of mutant cells with a mutation in the target region comprises phenotypic or genotypic screening.
11. The method of claim 1, wherein the host cells are selected from the group consisting of animal cells, ciliate cells, plant cells, fungi, yeasts, flagellates, microsporidia, and protozoa.
12. The method of claim 1, wherein the host cells are deleted or otherwise treated or altered to reduce the expression of the RAD51 gene, or to otherwise reduce or inhibit the RAD51 gene product or a homolog thereof, alone or in combination with RAD52.
13. The method of claim 1, wherein the host cells are deleted or otherwise treated or altered to reduce expression of one or more DNA mismatch repair enzymes.
14. The method of claim 13, wherein the DNA mismatch repair enzyme is selected from the group consisting of MSH2, MSH6, MLH1, PMS1, homologs there, and combinations thereof.
15. The method of claim 1, wherein expression of RAD59 or another ssDNA annealing or binding protein or recombinase is increased in the host cells.
16. The method of claim 1, wherein the host cells are treated with a compound that transiently slows the DNA replication fork in an effective amount to increase efficiency of oligonucleotide incorporation prior to and/or during step (i).
17. The method of claim 16, wherein the compound is hydroxyurea.
18. The method of claim 1, wherein steps (i) and (ii) are repeated for two or more cycles using the same or different oligonucleotides for steps (a) and (b).
19. The method of claim 1, wherein the target region comprises a native or heterologous biological pathway comprising two or more genes, and wherein oligonucleotides of step (b) target two or more of the genes in the pathway.
20. A library of mutant cells prepared according to the method of any of claim 1.
21. A single cell or clonal colony there of isolated from the library of claim 20.
22. A genetically modified or transfected eukaryotic cell comprising a selectable marker adjacent to an origin of replication.
23. The cell of claim 22, wherein there are no intact genes between the origin of replication and the selectable marker.
24. The cell of claim 22, wherein the cell comprises a genetic modification that reduces the effectiveness of intrinsic DNA damage prevention, DNA damage repair, or a combination thereof.
25. The cell of claim 22, wherein the cell comprises a genetic modification that reduces the effectiveness post-replicative DNA mismatch repair system (MMR).
26. The cell of claim 22, wherein the cell comprises a mutation or deletion at rad51 or a homolog thereof, rad52 or a homolog thereof, or a combination thereof.
27. The cell of claim 22, wherein the cell comprises a mutation or deletion at msh or a homolog thereof, mlh or a homolog thereof, pms or a homolog thereof, or a combination thereof.
28. The cell of claim 22, wherein the cell expresses or overexpresses rad59 or a homolog thereof.
29. The cell of claim 22, wherein the cell expresses a heterologous ssDNA annealing or binding protein or a homolog thereof, or recombinase or a homolog thereof or a combination thereof.
30. The cell of claim 22, wherein the cell is a yeast, fungal, mammalian, insect, or plant cell.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0025]
[0026]
[0027]
[0028]
TABLE-US-00001 WT Target Sequence Mutation Sequence Top Strand Top Strand GCTTCCAA NNNNNNNN ATG GTG ATATATATA NNNNNNNNN TATA WAWR TATAAATA NNNNNNNN ATGCTTTCTTTTTCTCTT WTKYTTTYTTTTTYTYT TTTTACAGATCA (SEQ TTTTTWYWKWTYW ID NO: 106) (SEQ ID NO: 122) TCAAGGAAGTAATTATCT WMAARRAARWAAWWAWM ACTTTTTACAACA (SEQ WAMWWWWWAMAAM ID NO: 110) (SEQ ID NO: 126) CAAGGG CAAAAAAAAAAAAAAAA AAAAAAGGG (SEQ ID NO: 130) CGA AGA AGG CGG TAT TAGT GGGACTCA GGGGCTCA CAAACA CAATTATTACA (SEQ ID NO: 134) CAATTATTTACA (SEQ CAAACA ID NO: 165)
[0029]
The sequences in
TABLE-US-00002 Target Pro- Element Promoter Promoter moter Terminator ORF ORF WT ATTTTCC TCAAGGAA CATTCA TTCTAGTTATT CGA AGG GTAATTAT ATC GGTCAT (SEQ CTACTTTT ID NO: 168) TAC (SEQ ID NO: 110) Oligo NNNNNNN WCAAGGAA RWTTRW TTCTAG----- AGA CGG KTAATTAW WTR GGTCAT CWACWTTT WAC (SEQ ID NO: 166) Mutant CGCATGT ACAAGGAA CTTTCA TTCTAGGGTCA AGA CGG ATAATTAA TTT T (SEQ ID CAACATTT NO: 169) AAC (SEQ ID NO: 167)
[0030]
[0031]
DETAILED DESCRIPTION OF THE INVENTION
I. Definitions
[0032] As used herein, the term “eukaryote” or “eukaryotic” refers to organisms or cells or tissues derived from these organisms belonging to the phylogenetic domain Eukarya such as animals (e.g., mammals, insects, reptiles, and birds), ciliates, plants (e.g., monocots, dicots, and algae), fungi, yeasts, flagellates, microsporidia, and protists.
[0033] As used herein, the terms “oligonucleotide,” “nucleic acid oligomers,” and “polynucleotide” refers to a natural or synthetic molecule including two or more linked nucleotides.
[0034] As used herein, the term “gene” refers to a DNA sequence that encodes through its template or messenger RNA a sequence of amino acids characteristic of a specific peptide, polypeptide, or protein. The term “gene” also refers to a DNA sequence that encodes an RNA product. The term gene as used herein with reference to genomic DNA includes intervening, non-coding regions as well as regulatory regions and can include 5′ and 3′ ends.
[0035] As used herein, the term “vector” refers to a polynucleotide capable of transporting into a cell another polynucleotide to which the vector sequence has been linked. The term “expression vector” includes any vector, (e.g., a plasmid, cosmid or phage chromosome) containing a gene construct in a form suitable for expression by a cell (e.g., linked to a transcriptional control element). “Plasmid” and “vector” are used interchangeably, as a plasmid is a commonly used form of vector.
[0036] As used herein, the terms “transformation” and “transfection” refer to the introduction of a polynucleotide, e.g., an expression vector, or single stranded oligonucleotide into a recipient cell including introduction of a polynucleotide to the chromosomal DNA of the cell.
[0037] As used herein, the term “isolated” is meant to describe a compound of interest (e.g., nucleic acids) that is in an environment different from that in which the compound naturally occurs, e.g., separated from its natural milieu such as by concentrating a peptide to a concentration at which it is not found in nature. “Isolated” is meant to include compounds that are within samples that are substantially enriched for the compound of interest and/or in which the compound of interest is partially or substantially purified. Isolated nucleic acids are at least 60% free, preferably 75% free, and most preferably 90% free from other associated components.
[0038] As used herein, the terms “host,” “parent,” “parental,” “progenitor,” and “background,” when used to describe a cell, population of cells, or strain of cells, refer to the cell type or strain type that is subjected to the disclosed methods of editing eukaryotic genomes.
II. Methods of Editing Eukaryotic Genomes
[0039] RAD51 dependent methods of gene editing exhibit low efficiency. RAD51-independent methods of gene editing are provided. In the disclosed methods, eukaryotic genome editing is carried out by targeting modification at the replication fork. Unlike most prokaryotes, eukaryotic genomes are typically arranged in linear chromosomes with multiple origins of replication that are known to fire stochastically throughout S-phase. Targeting synthetic oligonucleotides to the DNA replication fork has been a major technical challenge compared to prokaryotes.
[0040] At any given time a subset of cells in a given population have a replication fork active at the genomic site of interest. Thus methods for selecting these cells from the population to enrich for cells that can be highly edited by synthetic oligonucleotides using a replication fork annealing mechanism are provided.
[0041] The disclosed methods typically include one or more rounds of replication fork annealing-induced genome modification, followed by selection for cells likely to carry a modification in the target region. Typically at least one oligonucleotide is designed to mutate a selectable marker and at least one oligonucleotide is designed to mutate a target region near, preferably downstream of, the marker on the same chromosome. Cells are selected based on mutation of the selectable marker and can be screened for desirable mutations in the target region. The method can be harnessed to induce single or multiple mutations into one or more target regions during each round of transformation and selection.
[0042] A. Selectable Markers
[0043] The disclosed methods of genome editing are typically carried out in cells including a selectable marker. To improve selection of genetically modified mutants the marker should be adjacent, preferably directly adjacent, to one or more origins of replication near the region that is the target of genomic modification. In the most preferred embodiments, the cells include a marker adjacent, preferably directly adjacent, to the origin of replication that is closest to the region that is the target of genomic modification. Selected cells that incorporate the mutagenic oligonucleotide at the selectable marker gene are primed for incorporating other oligonucleotides in the target region at the same replication fork.
[0044] In the most preferred embodiments, there is only one or zero origins of replication between the selectable marker and the target region, though in some cases there can be more, particularly if the oligos are targeted to the appropriate strand (see, e.g.,
[0045] In yeast the average distance between origins of replication is approximately 30 kb, while in mammals the origin distances can be 1-2 million bases. Thus in some embodiments the target region can be from 1 base pair to up to about 2 million or more (as many as 100 million bp) base pairs in either direction from the origin of replication closest to the selectable marker.
[0046] The selectable marker is typically adjacent to an origin of replication. In some embodiments, the selectable marker can be, or begin, within 500 bp, 1 kb, 1.5 kb, 5 kb, 10 kb, 15 kb, or 20 kb of the origin or replication. In some embodiments, the distance from the origin of replication is measured by genetic markers. For example, the selectable marker can be placed between the origin of replication and 0, 1, 2, 3, 4, 5, 10, 15, 20, 25 or more intact endogenous or heterologous genes in either direction from the origin.
[0047] The target region and the selectable marker can be separated by, for example, 4, 3, 2, 1, or 0, preferably 0 or 1, origins of replication. The target region can range from, for example, 1 base pair to 1 million, 2 million, 5 million, 10 million, 100 million, or more base pairs in either direction from the origin of replication closest to the selectable marker. The selectable marker can be placed such that 0, 1, 2, 3, 4, 5, 10, 15, 20, 25 or more genes are between it and the target gene or target region.
[0048] Preferably, the target region is closer to the origin of replication closest to the selectable marker than the next origin of replication, as the strand biases can change as the target region gets closer to the origin that is replicating from the other direction.
[0049] The selectable marker can be any marker that can drive a selection. The selectable marker can be a counter-selectable marker. A counter-selectable marker is a gene that can be selected in its presence and absence by altering specific chemicals in the cellular growth media. For example, under appropriate growth conditions, a counter-selectable gene promotes the death of the microorganisms harboring it (Reyrat, et al., Infect Immun. 1998 September; 66(9): 4011-4017). Transformants which have integrated a suicide vector containing a counterselectable marker (e.g., by a single event of homologous or illegitimate recombination) retain a copy of the counterselectable marker in the chromosome and are therefore eliminated in the presence of the counterselective compound. Consequently, counterselectable markers have been used for the positive selection of mutants that have undergone defined genetic alterations leading to the loss of the marker. The most-used counterselectable markers are the genes that confer sucrose, streptomycin, or fusaric acid sensitivity. An example is thymidine kinase, which makes the host sensitive to ganciclovir selection. Exemplary counter-selectable markers suitable for use in eukaryotes include, but are not limited to, hygromycin and zeocin. Another counter-selection marker for higher order eukaryotes is HPRT (Fukagawa, et al., Nucleic Acids Research, 27(9):1966-1969 (2000)
[0050] Positive selection markers are markers that confer selective advantage to the host organism, for example antibiotic resistance, which allows the host organism to survive antibiotic selection, or an enzyme that can complement an auxotrophy.
[0051] Positive and negative selectable markers can serve as both a positive and a negative marker by conferring an advantage to the host under one condition, but inhibits growth under a different condition. An example is an enzyme that can complement an auxotrophy (positive selection) and be able to convert a chemical to a toxic compound (negative selection). URA3, an orotidine-5′ phosphate decarboxylase from yeast is a positive and negative selectable marker. It is required for uracil biosynthesis and can complement ura3 mutants that are auxotrophic for uracil (positive selection). The enzyme URA3 also converts 5-fluoroorotic acid (5FOA) into the toxic compound 5-fluorouracil, so any cells carrying the URA3 gene will be killed in the presence of 5FOA (negative selection).
[0052] A marker does not need to be a gene. It can also be a sequence of DNA base pairs in the chromosome that serve as the target site for a targeted nuclease. In this case, cells that acquire a targeted mutation in this “marker” region from the oligo are “immune” to the nuclease cleavage at the “marker” site. Cells that do not contain the mutation at the “marker” site will undergo nuclease-driven cleavage and present a growth disadvantage in the cell population.
[0053] As used in the disclosed methods, the marker is designed to be selectable following mutation by replication fork annealing of a mutagenic oligonucleotide. Thus in some embodiments, the marker is a counter-selectable marker that confers sensitivity to a compound and mutation alleviates sensitivity to the compound (e.g. URA3). Thus cells with a wildtype copy of the marker are killed when cultured in the presence of the compound, while cells with a mutated copy, induced by the mutagenic oligonucleotide, survive. In some embodiments, the marker is a mutated positive selectable marker, a wildtype copy of which is needed for the cells to survive in the presence of a compound. Thus cells with the mutant copy of the marker are killed when cultured in the presence of the compound, while cells with a copy of the marker reverted to wildtype by the mutagenic oligonucleotide, survive.
[0054] High levels of combinatorial genomic diversity can be achieved through iterative cycling of oligo incorporation. In the Examples below, cycling was achieved by the counter-selectable capability of URA3 through liquid selection of the population after each transformation. The odd cycle oligo targeted a nonsense mutation to URA3 for 5-FOA selections, and the even cycle oligo restored the functional URA3 gene for auxotrophic selection. A similar strategy of repeating cycles of introducing a mutation followed by reversing the mutation, or reversing a mutation followed by introducing a mutation, can likewise be applied to other selectable markers and marker strategies as discussed herein.
[0055] A string of several tandem unidirectional selection markers would also allow for many rounds of selection if the targeted marker was changed each round.
[0056] Other strategies include, for example, a GFP gene harboring a null mutation, which could be used for selecting cells via FACS if the “selectable” oligo restores the GFP, YFP, or any other fluorescent marker. It could be used in the opposite logic as well to sort out clones lacking GFP.
[0057] Other exemplary markers that can be used for positive and/or negative selection include, but are not limited to, lacZ gene, which encodes β-galactosidase, dihydrofolate reductase (DHFR), thymidine kinase, and antibiotics such as neomycin, neomycin analog G418, hydromycin, chlorophenicol, zeocin, blasticidin, KanR, geneticin, and puromycin.
[0058] Suitable auxotrophic markers are also known in the art. See, for example, ade1-14, ade1-101, ade2-1, ade2-101, ade2-BglII, can1-100, his3delta200, his3delta1, his3-11,15, his3delta, leu2delta1, leu2-3,112, leu2delta, lys2-801, lys2delta202, lys2delta, trp1delta1, trp1delta63, trp1-1, trp1-1, trp1delta, trp1-289, trp5delta, ura3-52, ura3-1, ura3delta, ura4delta, ade2delta::hisG, leu2delta0, lys2delta0, met15delta0, and ura3delta0, which are discussed in SGD Wiki, “Commonly Used Auxotrophic Markers.”
[0059] In some embodiments, the selectable marker is an essential gene. The essential gene can be endogenous essential gene. In some embodiments the selectable marker is an endogenous essential gene that has been moved from its endogenous loci to be adjacent to an origin of replication. In some embodiments, the selectable marker is not an endogenous essential gene.
[0060] The Examples below illustrate oligos targeting four possible strand combinations for URA3 (selectable marker) and ADE2 (region targeted for genomic modification). In some embodiments, a selectable marker is present both adjacent to the origin of replication and as part of, or adjacent to, the region targeted for genomic modification. Thus in some embodiments, there is a marker that allows for direct selection of modifications at the region targeted for genomic modification.
[0061] The foregoing marker strategies are intended to by illustrative, and it will be appreciated that numerous marker strategies can be employed provided they allow the user to select for cells that have a mutation in a selectable marker adjacent to an origin of replication near a target region of interest. The Examples below illustrate that when cells were first selected based on mutation of a selectable marker and subsequently screened for additional mutations in target site locus, a dramatic 100-fold increase in the frequency of oligonucleotides incorporated at the adjacent target locus downstream of the marker were observed. Thus in some embodiments, including a selection step increases the frequency of oligonucleotides incorporated at the adjacent target locus 10, 25, 50, 75, 100, 150 or more —fold over the same method carried out absent selection based on mutation of a selectable marker adjacent to the target origin of replication.
[0062] The Examples below also illustrate that the observed targeting efficiencies at the target site increased from approximately 0.2% to 20% of colonies containing the desired mutations. Thus in some embodiments, the observed targeting efficiencies at the target site increases to 1%, 5%, 10%, 15%, 20%, 25%, 50%, or more of colonies containing the desired mutations when selection based on mutation of a selectable marker adjacent to the target origin of replication is included in the method.
[0063] In some embodiments, the cells include two or more selectable markers adjacent to the same origin of replication. In some embodiments, the cells include one or more selectable markers adjacent to two or more different origins of replication. The selectable markers can be the same or different. In this way, target regions at two adjacent to two or more origins of replication, on the same or different chromosomes, can be targeted at one time.
[0064] The selectable marker can be inserted into genome of the cells using traditional cloning methods, DSB, CRISPR/Cas9, or other methods that are known in the art.
[0065] B. Oligonucleotide Design
[0066] As introduced above, typically at least one oligonucleotide is designed to mutate the selectable marker and at least one oligonucleotide is designed to mutate a target region near, preferably downstream of, the marker on the same chromosome. Although it will be appreciated that mutation of the selectable marker is a genomic modification, as used herein, “target region,” “target site of genomic modification,” etc., typically refers to one or more additional sites, which is not part of the selectable marker, at which genomic modification is desired. The target region(s) can be one or more genetic elements including, but not limited to, regulatory elements such as promoters and terminators, open reading frames, or other elements within the genome.
[0067] The oligonucleotides are typically single stranded oligonucleotides designed to hybridize to single stranded template strands of genomic DNA during replication. The oligonucleotide includes one or more mutations relative to the genome of the host cell, which is incorporated into the newly synthesized strand during replication. The selectable marker can be encoded on the same or opposite strand as the region targeted for genomic modification, or a combination thereof. The selectable maker can be on the same or opposite side of the origin of replication as the region targeted for genomic modification, or a combination thereof.
[0068] The Examples below illustrate oligos targeting four possible strand combinations for URA3 (selectable marker) and ADE2 (region targeted for genomic modification) arrangement were tested allelic replacement frequencies (ARF) is dependent on URA3/ADE2 orientation with respect to origin of replication (ARS1516). Targeting the lagging-lagging strand combination for URA3 and ADE2 was the most efficient when URA3 was located adjacent to ADE2. When the selectable marker and target region of genomic modification were divided by the origin of replication, targeting the URA3 leading strand and ADE2 lagging strand was most efficient, which is likely due to the two oligos targeting the same chromosomal strand. Thus in preferred embodiments, the selectable maker is on the same side of the selectable marker as the target region, and in particularly preferred embodiments, the oligos are designed to hybridize to the lagging strand of both the selectable marker and the target region. Thus in preferred methods, incorporation of the selectable marker and design of the oligonucleotides are coordinated such that oligonucleotides are incorporated as Okazaki fragments.
[0069] Although oligonucleotides greater than 120 or even those greater than 150 nucleotides in length can be used and should be suitable, typically synthetic oligonucleotides are prepared in the ranges of about 30 to about 120 nucleotides. In particular embodiments, the oligonucleotides are 30-90 nucleotides, 40-90 nucleotides, 50-90 nucleotides, 70-90 nucleotides, 30-120 nucleotides, or 40-120 nucleotides. The oligonucleotides contain at least one mutated, inserted or deleted nucleotide relative to the target DNA sequence. Target sequences can be within the coding DNA sequence of a gene or within introns. Target sequences can also be within DNA sequences which regulate expression of the target gene, including promoter or enhancer sequences or sequences that regulate RNA splicing.
[0070] The oligonucleotides can contain a variety of mutations relative to the target sequence. Representative types of mutations include, but are not limited to, point mutations, deletions and insertions. Deletions and insertions can result in frameshift mutations or deletions. Point mutations can cause missense or nonsense mutations. These mutations may disrupt, reduce, stop, increase, improve, or otherwise alter the expression of the target gene.
[0071] The methods can include use of one or more oligos targeting the selectable marker and one or more oligos targeting one or more target regions. The oligonucleotides can be administered in a single transfection, or sequential transfections, though a single transfection is preferred.
[0072] The methods can include introducing large pools of oligos with different sequences. In some embodiments one or a few oligos target the selectable marker and a much larger number of oligos target one or more genetic loci (i.e., region targeted for genomic modification).
[0073] Oligonucleotides can be DNA oligonucleotides, composed of the principal naturally-occurring nucleotides (uracil, thymine, cytosine, adenine and guanine) as the heterocyclic bases, deoxyribose as the sugar moiety, and phosphate ester linkages. Oligonucleotides can include modifications to nucleobases, sugar moieties, or backbone/linkages, depending on the desired structure of the replacement sequence at the target site or to provide some resistance to degradation by nucleases, to enhance stability introduced during chemical synthesis or subsequent enzymatic modification or polymerase copying. These modifications include, but are not limited to, the inclusion of one or more alkylated nucleic acids, locked nucleic acids (LNAs), peptide nucleic acids (PNAs), phosphonates, phosphothioates, and the like in the oligomer. Examples of modified nucleotides include, but are not limited to 5-fluorouracil, 5-bromouracil, 5-chlorouracil, 5-iodouracil, hypoxanthine, ÿanthine, 4-acetylcytosine, 5-(carboxyhydroxylmethyl)uracil, 5-carboxymethylaminomethyl-2-thiouridine, 5-carboxymethylaminomethyluracil, dihydrouracil, beta-D-galactosylqueosine, inosine, N6-isopentenyladenine, 1-methylguanine, 1-methylinosine, 2,2-dimethylguanine, 2-methyladenine, 2-methylguanine, 3-methylcytosine, 5-methylcytosine, N6-adenine, 7-methylguanine, 5-methylaminomethyluracil, 5-methoxyaminomethyl-2-thiouracil, beta-D-mannosylqueosine, 5′-methoxycarboxymethyluracil, 5-methoxyuracil, 2-methylthio-D46-isopentenyladenine, uracil-5-oxyacetic acid (v), wybutoxosine, pseudouracil, queosine, 2-thiocytosine, 5-methyl-2-thiouracil, 2-thiouracil, 4-thiouracil, 5-methyluracil, uracil-5-oxyacetic acid methylester, uracil-5-oxyacetic acid (v), 5-methyl-2-thiouracil, 3-(3-amino-3-N-2-carboxypropyl) uracil, (acp3)w, 2,6-diaminopurine and the like. Nucleic acid molecules may also be modified at the base moiety, sugar moiety or phosphate backbone.
[0074] C. Mutagenesis
[0075] 1. Methods of Mutagenesis
[0076] The disclosed methods can be used to introduce one or more nucleic acid sequences into a cell. The methods typically include introducing oligonucleotides including the desired nucleic acid sequence into cells by transformation or transfection.
[0077] The oligos can be introduced by methods known in the art, for example infection, transfection, transformation or transconjugation. Techniques for transferring DNA into such organisms are widely known and provided in references such as Sambrook, et al. (2012) Molecular Cloning: A Laboratory Manual, 4th ed., vol. 1-3, Cold Spring Harbor Press, Plainview N.Y. Exemplary preferred methods include electroporation, lipofection, calcium phosphate, or calcium chloride co-precipitation, DEAE dextran, or other suitable transfection method. For example, the cells can be transformed or transfected using transformation medium or transfection medium including at least one nucleic acid oligomer containing one or more mutations, replacing the transformation medium or transfection medium with growth medium, incubating the cell in the growth medium, and repeating the steps if necessary or desired until nucleic acid sequences have been introduced into the cell.
[0078] In some embodiments, the one or more nucleic acid oligomers is a pool of oligomers having a diversity of different random or non-random mutations at the location(s) of desired mutagenesis. Cells can be transfected with a variety of combinations of oligonucleotides leading to the formation of a diverse genomic library of mutants. The diversity of the library can be increased by increasing the number of cycles. Thus in some embodiments, multiple mutations are generated in a chromosome or in a genome. The oligomers can be single-stranded DNA.
[0079] Genetic diversity can be tuned by selecting the number and/or diversity of the oligonucleotides introduced during any step of the mutagenesis processes. It will be appreciated that the number of oligonucleotides can be increased, that the oligonucleotides can include one or multiple mutations per oligonucleotide and therefore target multiple position (e.g., amino acid positions encoded by the target DNA, etc.); that the oligonucleotides can introduce various types of mutations (mismatches, insertions, deletions and with varying degrees of degeneracy (4N—A, T, G, C, 2 selected therefrom, or 3 selected therefrom) or specificity (N equals specific nt).
[0080] As exemplified in the experiments below, the disclosed methods are amenable to transfection with very large numbers of mutagenic oligonucleotides, in the range, for example of 1 to 1,000,000,000,000 oligonucleotides. This number can be very high because the oligos can be designed to have degenerate positions and thus quickly expand the complexity of the oligo pool, i.e., the number of oligos. The experiment reported in
[0081] Genetic diversity of the mutants can also be tuned by the number of cycles of mutagenesis. For example, increasing the number of cycles of mutagenesis generally increases the diversity of the library. In particular embodiments, a library is prepared by one or more cycles or transformation and selection, for example, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, or 15. In a particular embodiment, a library of mutants is prepared by, for example, between 1 and 50, between 3 and 15, between 5 and 9 cycles. In some embodiments, one or more round of transformation is carried out without intervening rounds of selection. The methods can also be modified to include additional or alternative steps to improve genetic diversity. See, for example, Carr, et al., Nucleic Acids Research, 1; 40(17):e132, 12 pages (2012), and Gregg, et al., Nucleic Acids Research, 42(7):4779-90 (2014).
[0082] The disclosed methods allow for multiplex automated genome engineering (MAGE) or eukaryotic cells (also referred to as “eMAGE” and “eukaryotic MAGE”). This approach was can be used in a similar fashion to bacterial MAGE to create generate multi-site gene modifications with base-pair precision at increased efficiencies. The methods can be used for pathway diversification, whole genomic recoding, and molecular evolution of proteins.
[0083] In general, the experiments can be divided into three classes, characterized by varying degrees of scale and complexity: (i) many target sites, single genetic mutations; (ii) single target site, many genetic mutations; and (iii) many target sites, many genetic mutations. For example, in the first class, the methods can be used to recode all instances of a stop codon (e.g., TAG) with a synonymous codon (e.g., TAA) to produce a genetically recoded organism with a ‘blank’ codon available. The ‘blank’ codon can be reassigned, for example, for site-specific incorporation of nonstandard amino acids.
[0084] In the second class, the methods can be used to explore the effects of all possible amino acid substitutions at a single target locus. In such an experiment, it is possible, for example, to use a single degenerate ssDNA containing the NNN triplet at its center to introduce all possible amino acid substitutions.
[0085] In the third class, the method can be used to construct diverse cell populations containing combinations of alleles across many loci involved in the biosynthesic pathways. This method is exemplified in the experiments below using a beta carotene biosynthetic pathway. In this implementation, discrete oligos designed to knockout competing pathways by deletion can be mixed with degenerate oligos designed to randomize target positions in the coding sequence or regulatory regions of key pathway enzymes. The highly diverse population resulting from use of the provided methods can be used downstream to screen or select for mutants with a prescribed phenotype (e.g., overproduction of a metabolite or small molecule).
[0086] 2. Methods of Selection
[0087] As discussed above, in some embodiments, such as those discussed above, a diverse population is the desired result and no further selection or analysis is needed. However, in some embodiments, one or more particular phenotypes or genotypes are desired. Thus, in some embodiments, coincident with or after a preferred population of prospective mutants is prepared by one or more rounds of transfection and selection for modification of the selectable marker at the desire origin of replication, a subset or individual cells can be selected based on a desirable phenotype or genotype.
[0088] Selection can include one or more cycles of negative selection, one or more cycles of positive selection, or a combination thereof. Selection can be integrated in between cycles of mutagenesis, reserved until after mutagenesis is complete, or a combination thereof. Negative selection can be before or after positive selection, or a combination thereof. Positive selection can be before or after negative selection, or a combination thereof. Therefore, selection can include any combination of iterative rounds of positive and/or negative selection.
[0089] Negative selection generally refers to a process of reducing undesirable mutants from the library of mutants. Positive selection generally refers to a process of choosing desirable mutants from the library of mutants. Selection can include, for example, in some embodiments, the mutagenesis creates or corrects auxotrophy, creates or destroys sensitivity to a compound or a nuclease, or creates, alters or destroys another biochemical, morphological, or phenotypic characteristic. In some embodiments, the individuals are additionally or alternatively screened or selected by genotyping, such can include genomic sequencing, as well as hybridization techniques that allow the practitioner to select the desire cell(s) without actually sequencing the cell's genome. By way of non-limiting illustration, the target region of some of the experiments below was the ADE2 gene, and red/white phenotype of ADE2 was used as a screening assay for ade2 mutants.
[0090] D. Tuning Replication Fork Speed and Other Considerations
[0091] Mutagenesis can be improved by reducing the speed of the replication fork. Cells can be cultured or otherwise treated with a compound, such as hydroxyurea, that transiently slows the DNA replication fork in an effective amount to allow for even higher efficiencies of oligonucleotide incorporation. In some embodiments, oligonucleotide incorporation is improved 10, 25, 30, 35, 40, 45, 50, 55, 60, 70, 75, 80, 85, 90, 95, 100 percent or more. The Examples below utilize hydroxyurea in range of about 200 nM to about 800 nM, with the greatest changes in oligonucleotide incorporation observed in the range of about 300 nM to about 700 nM, and about 400 nM to about 600 nM. In the non-limiting experiments below, a short exposure time of 30 minutes prior to transformation was utilized to minimize any mutagenic effects of HU. In some embodiments, the exposure to hydroxyurea or another agent that reduces replication fork speed, is between about “x” minutes and about “y” minutes, wherein “x” is an integer between 1 and 359, and “y” is an integer between 2 and 360 that is greater than “x”.
[0092] The Examples also show that efficiencies of replication fork oligonucleotide incorporation were decreased by high levels of RAD51 and the efficiencies increased in the rad51 knockout conditions. In some embodiments, the cells utilized in the disclosed methods are mutated or deleted at rad51 and/or rad52 (or their homologs in another species). These data indicate that replication fork annealing is a competing alternative mechanism to the canonical RAD51 ssDNA strand invasion mechanism used in other methods.
[0093] RAD59 appears to play a role in replication fork annealing. Thus in some embodiments, the rad59 gene (or its homologs in another species) is intact and/or expression is expressed or supplemented using compositions and methods known in the art. For example, cells can be genetically modified to increase (or constitutively express RAD59), cells can be transfected with a rad59 expression construct, or mRNA or protein can be transiently transfected into the cells. Additionally or alternatively expression of another ssDNA annealing or binding protein or recombinase (e.g., Beta recombinase) or a homolog thereof, is increased. A heterologous recombinase (beta) can complement rad59 deletion. Examples of ssDNA recombinases include, but are not limited to
TABLE-US-00003 Recombinase Bacterial Source Beta E. coli EF2132 E. faecalis OrfC L. pneumophila S065 V. cholerae Plu2935 P. luminescens RecT E. coli Orf48 L. monocytogenes Orf245 L. lactis GP35 B. subtilis GP61 M. smegmatis GP20 S. aureus
[0094] Other examples of recombinases are known in the art and can be found in the Remote Homology Detection of Viral Protein Families (VIRFAM) website.
[0095] In some embodiments, the cells are mutated or deleted at one or more DNA mismatch repair (MMR) genes. Exemplary genes include msh2, msh6, mlh1, and pms1 in yeast, and their homologous in other species.
[0096] In some embodiments, mutations are amplified by mating two cells. For example, in the experiments below, haploid yeast mutant libraries were prepared targeting mutations to different target regions, and haploids carrying varying mutations were subsequently mated to compound the mutations.
[0097] E. Cells
[0098] The disclosed methods are designed for use in eukaryotic systems. The methods are particularly suitable for use with eukaryotic genomes arranged in linear chromosomes with multiple origins of replication that fire stochastically throughout S-phase. Typically, the host, parent, parental, progenitor, or background cell, population of cells, or strain of cells is one that has one or more modifications, typically genetic modifications, which improve its use or application in the disclosed methods. For example, the host, parent, parental, progenitor, or background cell, population of cells, or strain of cells can be the one(s) that is transformed or transfected with one or more single-stranded oligonucleotides for selectable marker modification, target region modification, or a combination thereof or a predecessor cell thereof
[0099] 1. Eukaryotic Cells
[0100] Yeasts useful as host cells include, but are not limited to, those from the genus Saccharomyces, Pichia, K. Actinomycetes, Kluyveromyces, and Yarrowia (e.g., Yarrowia lipolytica). The methods can include other standard molecular biological techniques, and may utilize, for example, vectors. Yeast vectors will often contain an origin of replication sequence, an autonomously replicating sequence (ARS), a promoter region, sequences for polyadenylation, sequences for transcription termination, and a selectable marker gene. Suitable promoter sequences for yeast vectors include, among others, promoters for metallothionein, 3-phosphoglycerate kinase (Hitzeman et al., J. Biol. Chem. 255:2073, (1980)) or other glycolytic enzymes (Holland et al., Biochem. 17:4900, (1978)) such as enolase, glyceraldehyde-3-phosphate dehydrogenase, hexokinase, pyruvate decarboxylase, phosphofructokinase, glucose-6-phosphate isomerase, 3-phosphoglycerate mutase, pyruvate kinase, triosephosphate isomerase, phosphoglucose isomerase, and glucokinase. Other suitable vectors and promoters for use in yeast expression are further described in Fleer et al., Gene, 107:285-195 (1991), in Li, et al., Lett Appl Microbiol. 40(5):347-52 (2005), Jansen, et al., Gene 344:43-51 (2005) and Daly and Hearn, J. Mol. Recognit. 18(2):119-38 (2005). Other suitable promoters and vectors for yeast and yeast transformation protocols are well known in the art.
[0101] In some embodiments, the cells are mammalian, fungal, insect, or plant cells. Suitable host cell culture systems are well known in the art. Commonly used promoter sequences and enhancer sequences are derived from Polyoma virus, Adenovirus 2, Simian Virus 40 (SV40), and human cytomegalovirus. DNA sequences derived from the SV40 viral genome may be used to provide other genetic elements for expression of a structural gene sequence in a mammalian host cell, e.g., SV40 origin, early and late promoter, enhancer, splice, and polyadenylation sites. Viral early and late promoters are particularly useful because both are easily obtained from a viral genome as a fragment which may also contain a viral origin of replication. Exemplary expression vectors for use in mammalian host cells are well known in the art.
[0102] The disclosed methods are exemplified below using a yeast system, however, most or all of the steps should be adaptable for use in other eukaryotic cells. Small changes may be employed to utilize molecular biological techniques that are particularly advantageous or disadvantageous in one system over another. For example, the physical method of oligo delivery might be dictated by the system: Lipofection might be used as the most optimal delivery method in mammalian cells compared to electroporation in yeast. However once inside the cell, the oligo will encounter structurally the same replication fork and the same principles of fork slowing with hydroxyurea (shown to work the same way mammalian cells), and annealing to the lagging strand as an Okazaki fragment mimic would apply, etc. Other eukaryotes can also be cultured for several generations so the general principles of cycling protocol to generate targeted genomic diversity also apply, and the relevant replication, recombination, and repair proteins are conserved in eukaryotes from yeast upwards to human.
[0103] 2. Parent Cells
[0104] Cells for use as the host, parent, parental, progenitor, or background cell, population of cells, or strain of cells in the disclosed methods are also provided. As introduced above, preferred cells can be predisposed, genetically modified, or otherwise inclined to increase, enhance, or favor replication fork annealing, enhance introduction of genetic mutations, or a combination thereof. For example, as discussed above, RAD59 appears to play a role in replication fork annealing. The rad59 gene (or its homologs in another species) can be intact and/or expression is expressed or supplemented using compositions and methods known in the art and discussed above. Additionally or alternatively expression of another ssDNA annealing or binding protein or recombinase (e.g., Beta recombinase) or a homolog thereof, is increased or supplemented as discussed above.
[0105] The parent or progenitor cells can have pre-existing modification(s) that reduce the effectiveness of intrinsic DNA damage prevention, DNA damage repair, or a combination thereof. The cells include those wherein the ability to carry out a DNA mismatch repair pathway is reduced or prevented. For example, the cells can be mutated or deleted at rad51 and/or rad52 (or their homologs in another species). Other pathways include the post-replicative DNA mismatch repair system (MMR), which in eukaryotic systems including human can include two different heterodimers: MutS alpha (MSH2-MSH6 heterodimer) and MutS beta (MSH2-MSH3 heterodimer) which binds to DNA mismatches thereby initiating DNA repair. Base-pair mismatches are recognized by MutS alpha and beta heterodimers. The complex of MutS and mismatched DNA recruits MutL (related genes include: MLH1, MLH2, MLH3, MLH4, PMS1, PMS2, and others) leading to subsequent strand separation and degradation by a variety of other factors. Cells can have mutation or deletion in one or more msh, mlh, or pms genes that can reduce the function or effectiveness of MMR. In the examples below, some of the yeast strains have a msh2 deletion.
[0106] The parent or progenitor cells can also be predisposed, genetically modified, or otherwise inclined to increase, enhance, or favor selection of the desirable progeny or clones after the parent or progenitor cells are subjected to the genome modification methods disclosed herein. For example, the parent or progenitor cell can be genetically modified to include a selectable marker adjacent, preferably directly adjacent, to an origin of replication near the region that is the target of genomic modification. Suitable selectable markers are discussed in more detail above and exemplified in the experiments described below.
[0107] In some embodiments, the cells have modified to express an exogenous or heterologous single-stranded annealing protein (SSAP), or recombinase, or overexpress an endogenous SSAP or recombinase system, or any combination thereof. In some embodiments, the cells have been modified to exclude a non-essential endogenous single-stranded annealing protein (SSAP) or recombinase, have not been modified to include an exogenous or heterologous SSAP or recombinase, or any combination thereof. Additionally or alternatively, the expression can be modulated up or down transiently with mRNA (increased expression) or inhibitory nucleic acids (e.g. siRNA) (decreased expression).
[0108] Examples of single-stranded annealing protein (SSAP) systems and recombinase systems include, but are not limited to, beta protein of λ Red, RecT protein of the RecET system, and/or proteins like Rad52-like, Rad51-like, or Gp2.5-like superfamilies, or a combination thereof. Single-stranded annealing protein (SSAP) systems or recombinase systems are discussed in WO 2015/017866. The SSAPs can be modified to include specific targeting sequences, such as a nuclear localization sequence (NLS) to promote trafficking to the eukaryotic nucleus.
[0109] Other exemplary genetic modifications for parental or progenitor cells are discussed in more detail in the examples below. See, for example, Table 1, which provides various parental yeast strains utilized in the experiments disclosed below. Any of the genetic modifications and strains provided in Table 1 can be used. The synonymous or homologous modification(s) can also be reproduced in other eukaryotes including, but not limited to, human cells.
[0110] The genetic background for the host cell can be selected based on the application. For example, the practitioner may desire to evolve a cell with one or more specific properties but these are agnostic to the genome sequence of the resultant organism. In this case, the MMR deficient background is useful in generating a large library of variants at the targeted sites with potential additional mutations that might contribute beneficially to the desired phenotype in an unforeseen manner. In some embodiments, the user might want to create one or more specific genetic mutants to test. In this case a preferred host cell would contain an intact MMR system or a transiently disabled MMR system to reduce the likelihood of additional mutations elsewhere in the genome.
[0111] Host cells can also include a selectable marker adjacent to an origin of replication.
[0112] 3. Genetically Modified Cells
[0113] Cells resulting from the disclosed methods of eukaryotic genome modification are also provided. Such a cell is typically one (or a population thereof) that has one or more genomic modifications relative to its parent. The genomic modification is typically induced according to a disclosed method. Such cells can also be referred to as genetically modified cells, child or children cells, progeny, etc., relative to its parent cell. Most typically the genetically modified cells have one or more genetic modifications in one or more target regions or genes as discussed herein. In some embodiments, genetically modified cells, child or children cells, progeny, etc., may be further modified to remove or replace modifications that reduced the effectiveness of intrinsic DNA damage prevention, DNA damage repair, selectable markers, or a combination thereof, including those discussed above with respect to parent cells. These modifications may no longer be needed, or are even undesirable once a preferred child cells has been identified and selected. Additionally, or alternatively, mating techniques or other genetic manipulations can be used to compound the genetic modifications in two or more different child cells.
[0114] Additionally or alternatively RNAi or CRISPRi can be used as a knockdown strategy to transiently repress target changes. Also, those same genes and others can be modulated by expression from tunable promoters induced by chemicals, temperature or light.
III. Applications
[0115] The disclosed methods can be used for deeper exploration of genome sequence space and ultimately drive the ability to study and engineer new phenotypes for both fundamental research and industrial purposes. By altering multiple sites in the genome in a programmable fashion without cytotoxic effects, the methods and the cells made therewith can be utilized in every key area of eukaryotic biology. For example, the compositions and methods can be used in production of natural products from heterologous pathways (building off beta-carotene example discussed below), production of specialty chemicals, hydrocarbons (alkanes, alkenes), biofuels, drugs, and remediation (e.g., bioremediation).
[0116] Specific exemplary applications include, but are not limited to, [0117] Elucidate causality for combinatorial sets of mutations related to disease or a phenotype of interest. [0118] Exhaustive analysis of mutational landscapes for efficacy of drugs and the ability to test novel drugs against diversified mutants of the drug target or a related gene in a high-throughput manner. [0119] Tuning expression of biosynthetic pathways from heterologous biological sources in a tractable eukaryotic host such as yeast. [0120] Antibody engineering [0121] Recoding of eukaryotic chromosomes [0122] Tuning or enhancing the catalytic properties of enzymes. [0123] Engineering production of biofuels, wine, beer, and high value compounds (i.e., fragrance compounds, opiates, etc). [0124] Engineering in vivo sensors for desired chemicals or physical environments. [0125] Engineering cells to tolerate harsh industrial environments (low pH, metal ions, salinity, ethanol concentrations, acetate concentrations, etc) more robustly. [0126] Engineering plant enzymes for higher or tuned catalytic efficiencies (i.e., RuBisCO) [0127] Targeting dividing cancer cells with ssODNs at the replication fork to increase the mutagenic load in the cell. [0128] Engineering yeast for alternative carbon source utilization (e.g., pentose/cellulose from cheap feedstocks). [0129] Enhance production of desired molecules in plants [0130] Alter properties of plants to be tailored for specific environments [0131] Algae genetic engineering
[0132] Furthermore, the disclosed methods are complementary and distinct with CRISPR/cas9 editing technology. Although recent advances in CRISPR/cas (or other nuclease-mediated technologies, e.g., Zinc Finger Nucleases, TALENs) have demonstrated new capabilities to introduce targeted gene editing modifications, the ability to generate high density, diverse and combinatorial modifications in eukaryotic genomes is limited by current technologies that require double-stranded DNA cleavage. The fundamental mechanism of CRISPR and its sister technologies will prevent it alone from achieving a comparable goal. The disclosed methods satisfy a complementary need of the CRISPR technology and expand the scaling of targeted genome modification across many loci, namely precise editing at many positions of the genome simultaneously, the ability to generate combinatorial genomic variation and a facile ability to iteratively introduce genome modifications from a complex oligonucleotide pool. The approach employs a fundamentally different mechanism than the CRISPR technology, which makes advantageous for editing genomes at high resolution and at many genomic sites at once.
EXAMPLES
Example 1: ssODN can be Designed to Anneal at DNA Replication Forks
Materials and Methods
[0133] Strain Construction
[0134] A complete list of strains used in this study can be found in Table 1. Strain BY4741 (MATa his3Δ1 leu2Δ0 met15Δ0 ura3Δ0) was chosen due to its common use as a laboratory strain and for its use in the Saccharomyces Genome Deletion Project. MMR knockout strains from the Saccharomyces Genome Deletion Project were purchased (Open Biosystems, Thermo Scientific). Strains harboring the URA3 marker for coupled ssODN selection (eMAGE) were constructed via homologous recombination with a dsDNA URA3 PCR product and selection on CSM-Ura plates. The β-carotene pathway is derived from Xanthophyllomyces dendrorhous and was PCR-amplified from plasmid pJC178, then incorporated at ARS1516 adjacent to the URA3 marker or at the indicated ARS location. Strains harboring the β-carotene biosynthetic pathway were constructed using a CRISPR-Cas9 genome integration step using gRNA target site sequence ‘CTTGTTGCATGGCTACGAAC’ located at chrXV 566360.
TABLE-US-00004 TABLE 1 A complete list of strains used in this study Name Genotype Ancestor Description Reference BY4741 MATa his3Δ1 NA WT Strain Brachmann leu2Δ0 met15Δ0 et al. Yeast. ura3Δ0 1998 Jan. 30; 14(2): 115-32. msh2Δ MATa his3Δ1 BY4741 msh2 Winzeler et leu2Δ0 met15Δ0 knockout al. Science. ura3Δ0 1999 Aug. 6; msh2::kanMX 285(5429): 901-6. msh3Δ MATa his3Δ1 BY4741 msh3 Winzeler et leu2Δ0 met15Δ0 knockout al. Science. ura3Δ0 1999 Aug. 6; msh3::kanMX 285(5429): 901-6. msh4Δ MATa his3Δ1 BY4741 msh4 Winzeler et leu2Δ0 met15Δ0 knockout al. Science. ura3Δ0 1999 Aug. 6; msh4::kanMX 285(5429): 901-6. msh5Δ MATa his3Δ1 BY4741 msh5 Winzeler et leu2Δ0 met15Δ0 knockout al. Science. ura3Δ0 1999 Aug. 6; msh5::kanMX 285(5429): 901-6. msh6Δ MATa his3Δ1 BY4741 msh6 Winzeler et leu2Δ0 met15Δ0 knockout al. Science. ura3Δ0 1999 Aug. 6; msh6::kanMX 285(5429): 901-6. mlh1Δ MATa his3Δ1 BY4741 mlh1 Winzeler et leu2Δ0 met15Δ0 knockout al. Science. ura3Δ0 1999 Aug. 6; mlh1::kanMX 285(5429): 901-6. mlh2Δ MATa his3Δ1 BY4741 mlh2 Winzeler et leu2Δ0 met15Δ0 knockout al. Science. ura3Δ0 1999 Aug. 6; mlh2::kanMX 285(5429): 901-6. mlh3Δ MATa his3Δ1 BY4741 mlh3 Winzeler et leu2Δ0 met15Δ0 knockout al. Science. ura3Δ0 1999 Aug. 6; mlh3::kanMX 285(5429): 901-6. pms1Δ MATa his3Δ1 BY4741 pms1 Winzeler et leu2Δ0 met15Δ0 knockout al. Science. ura3Δ0 1999 Aug. 6; pms1::kanMX 285(5429): 901-6. rad51Δ MATa his3Δ1 BY4741 rad51 Winzeler et leu2Δ0 met15Δ0 knockout al. Science. ura3Δ0 1999 Aug. 6; rad51::kanMX 285(5429): 901-6. rad52Δ MATa his3Δ1 BY4741 rad52 Winzeler et leu2Δ0 met15Δ0 knockout al. Science. ura3Δ0 1999 Aug. 6; rad52::kanMX 285(5429): 901-6. rad59Δ MATa his3Δ1 BY4741 rad59 Winzeler et leu2Δ0 met15Δ0 knockout al. Science. ura3Δ0 1999 Aug. 6; rad59::kanMX 285(5429): 901-6. EMB116 MATa his3Δ1 BY4741 Rad51 This Study leu2Δ0 met15Δ0 over- ura3Δ0 expression pRCVS6H- pTEF1-RAD51 EMB117 MATa his3Δ1 msh2Δ Rad51 This Study leu2Δ0 met15Δ0 over- ura3Δ0 expression, msh2::kanMX msh2 pRCVS6H- knockout pTEF1-RAD51 EMB118 MATa his3Δ1 msh6Δ Rad51 This Study leu2Δ0 met15Δ0 over- ura3Δ0 expression, msh6::kanMX msh6 pRCVS6H- knockout pTEF1-RAD51 EMB119 MATa his3Δ1 mlh1Δ Rad51 This Study leu2Δ0 met15Δ0 over- ura3Δ0 expression, mlh1::kanMX mlh1 pRCVS6H- knockout pTEF1-RAD51 EMB120 MATa his3Δ1 pms1Δ Rad51 This Study leu2Δ0 met15Δ0 over- ura3Δ0 expression, pms1::kanMX pms1 pRCVS6H- knockout pTEF1-RAD51 EMB126 MATa his3Δ1 BY4741 Rad52 This Study leu2Δ0 met15Δ0 over- ura3Δ0 expression pRCVS6H- pTEF1-RAD52 EMB127 MATa his3Δ1 msh2Δ Rad52 This Study leu2Δ0 met15Δ0 over- ura3Δ0 expression, msh2::kanMX msh2 pRCVS6H- knockout pTEF1-RAD52 EMB128 MATa his3Δ1 msh6Δ Rad52 This Study leu2Δ0 met15Δ0 over- ura3Δ0 expression, msh6::kanMX msh6 pRCVS6H- knockout pTEF1-RAD52 EMB129 MATa his3Δ1 mlh1Δ Rad52 This Study leu2Δ0 met15Δ0 over- ura3Δ0 expression, mlh1::kanMX mlh1 pRCVS6H- knockout pTEF1-RAD52 EMB130 MATa his3Δ1 pms1Δ Rad52 This Study leu2Δ0 met15Δ0 over- ura3Δ0 expression, pms1::kanMX pms1 pRCVS6H- knockout pTEF1-RAD52 EMB146 MATa his3Δ1 BY4741 Rad55 This Study leu2Δ0 met15Δ0 over- ura3Δ0 expression pRCVS6H- pTEF1-RAD55 EMB147 MATa his3Δ1 msh2Δ Rad55 This Study leu2Δ0 met15Δ0 over- ura3Δ0 expression, msh2::kanMX msh2 pRCVS6H- knockout pTEF1-RAD55 EMB148 MATa his3Δ1 msh6Δ Rad55 This Study leu2Δ0 met15Δ0 over- ura3Δ0 expression, msh6::kanMX msh6 pRCVS6H- knockout pTEF1-RAD55 EMB149 MATa his3Δ1 mlh1Δ Rad55 This Study leu2Δ0 met15Δ0 over- ura3Δ0 expression, mlh1::kanMX mlh1 pRCVS6H- knockout pTEF1-RAD55 EMB150 MATa his3Δ1 pms1Δ Rad55 This Study leu2Δ0 met15Δ0 over- ura3Δ0 expression, pms1::kanMX pms1 pRCVS6H- knockout pTEF1-RAD55 EMB156 MATa his3Δ1 BY4741 Rad59 This Study leu2Δ0 met15Δ0 over- ura3Δ0 expression pRCVS6H- pTEF1-RAD59 EMB157 MATa his3Δ1 msh2Δ Rad59 This Study leu2Δ0 met15Δ0 over- ura3Δ0 expression, msh2::kanMX msh2 pRCVS6H- knockout pTEF1-RAD59 EMB158 MATa his3Δ1 msh6Δ Rad59 This Study leu2Δ0 met15Δ0 over- ura3Δ0 expression, msh6::kanMX msh6 pRCVS6H- knockout pTEF1-RAD59 EMB159 MATa his3Δ1 mlh1Δ Rad59 This Study leu2Δ0 met15Δ0 over- ura3Δ0 expression, mlh1::kanMX mlh1 pRCVS6H- knockout pTEF1-RAD59 EMB160 MATa his3Δ1 pms1Δ Rad59 This Study leu2Δ0 met15Δ0 over- ura3Δ0 expression, pms1::kanMX pms1 pRCVS6H- knockout pTEF1-RAD59 EMB98 MATa his3Δ1 msh6Δ Case-I This Study leu2Δ0 met15Δ0 URA3-ADE, ura3Δ0 msh6 msh6::kanMX knockout ARS1516-URA3- ADE2 EMB99 MATa his3Δ1 mlh1Δ Case-I This Study leu2Δ0 met15Δ0 URA3-ADE, ura3Δ0 mlh1 mlh1::kanMX knockout ARS1516-URA3- ADE2 EMB100 MATa his3Δ1 pms1Δ Case-I This Study leu2Δ0 met15Δ0 URA3-ADE, ura3Δ0 pms1 pms1::kanMX knockout ARS1516-URA3- ADE2 EMB101 MATa his3Δ1 BY4741 Case-I This Study leu2Δ0 met15Δ0 URA3-ADE ura3Δ0 ARS1516-URA3- ADE2 EMB102 MATa his3Δ1 msh6Δ Case-II This Study leu2Δ0 met15Δ0 URA3-ADE, ura3Δ0 msh6 msh6::kanMX knockout URA3-ARS1516- ADE2 EMB103 MATa his3Δ1 mlh1Δ Case-II This Study leu2Δ0 met15Δ0 URA3-ADE, ura3Δ0 mlh1 mlh1::kanMX knockout URA3-ARS1516- ADE2 EMB104 MATa his3Δ1 pms1Δ Case-II This Study leu2Δ0 met15Δ0 URA3-ADE, ura3Δ0 pms1 pms1::kanMX knockout URA3-ARS1516- ADE2 EMB105 MATa his3Δ1 BY4741 Case-II This Study leu2Δ0 met15Δ0 URA3-ADE ura3Δ0 URA3- ARS1516-ADE2 EMB106 MATa his3Δ1 msh2Δ Case-II This Study leu2Δ0 met15Δ0 URA3-ADE, ura3Δ0 msh2 msh2::kanMX knockout URA3-ARS1516- ADE2 EMB259 MATa his3Δ1 msh2Δ Case-I This Study leu2Δ0 met15Δ0 URA3-ADE, ura3Δ0 msh2 msh2::kanMX knockout ARS1516-URA3- ADE2 EMB271 MATa his3Δ1 rad51Δ Case-I This Study leu2Δ0 met15Δ0 URA3-ADE, ura3Δ0 rad51 rad51::kanMX knockout ARS1516-URA3- ADE2 EMB272 MATa his3Δ1 rad52Δ Case-I This Study leu2Δ0 met15Δ0 URA3-ADE, ura3Δ0 rad52 rad52::kanMX knockout ARS1516-URA3- ADE2 EMB273 MATa his3Δ1 rad59Δ Case-I This Study leu2Δ0 met15Δ0 URA3-ADE, ura3Δ0 rad59 rad59::kanMX knockout ARS1516-URA3- ADE2 EMB392 MATa his3Δ1 rad59Δ Case-I This Study leu2Δ0 met15Δ0 URA3-ADE, ura3Δ0 rad59 rad59::kanMX knockout, ARS1516-URA3- Rad51 ADE2 over- pRCVS6H- expression pTEF1-RAD51 EMB393 MATa his3Δ1 rad59Δ Case-I This Study leu2Δ0 met15Δ0 URA3-ADE, ura3Δ0 rad59 rad59::kanMX knockout, ARS1516-URA3- Rad52 ADE2 over- pRCVS6H- expression pTEF1-RAD52 EMB394 MATa his3Δ1 rad59Δ Case-I This Study leu2Δ0 met15Δ0 URA3-ADE, ura3Δ0 rad59 rad59::kanMX knockout, ARS1516-URA3- Rad59 ADE2 over- pRCVS6H- expression pTEF1-RAD59 EMB395 MATa his3Δ1 rad59Δ Case-I This Study leu2Δ0 met15Δ0 URA3-ADE, ura3Δ0 rad59 rad59::kanMX knockout, ARS1516-URA3- Beta ADE2 over- pRCVS6H- expression pTEF1-BETA EMB317 MATa his3Δ1 EMB101 Case-I This Study leu2Δ0 met15Δ0 URA3- ura3Δ0 ADE, Rad51 ARS1516-URA3- over- ADE2 expression pRCVS6H- pTEF1-RAD51 EMB318 MATa his3Δ1 EMB101 Case-I This Study leu2Δ0 met15Δ0 URA3-ADE, ura3Δ0 Rad52 ARS1516-URA3- over- ADE2 expression pRCVS6H- pTEF1-RAD52 EMB319 MATa his3Δ1 EMB101 Case-I This Study leu2Δ0 met15Δ0 URA3-ADE, ura3Δ0 Rad59 ARS1516-URA3- over- ADE2 expression pRCVS6H- pTEF1-RAD59 EMB112 MATa his3Δ1 msh2Δ Case-I This Study leu2Δ0 met15Δ0 URA3- ura3Δ0 RPL28, msh2::kanMX msh2 URA3-RPL28 knockout EMB114 MATa his3Δ1 msh2Δ Case-II This Study leu2Δ0 met15Δ0 URA3- ura3Δ0 RPL28, msh2::kanMX msh2 RPL28-URA3 knockout EMB285 MATa his3Δ1 BY4741 Case-I This Study leu2Δ0 met15Δ0 URA3-Beta ura3Δ0 Carotene ARS1516-URA3- Pathway crtE-crtI-crtYB- tHMG1-ADE2 EMB294 MATa his3Δ1 EMB285 Case-I This Study leu2Δ0 met15Δ0 URA3-Beta ura3Δ0 Carotene ARS1516-URA3- Pathway, crtE-crtI-crtYB- msh2 tHMG1-ADE2 knockout msh2::hphMX EMB296 MATa his3Δ1 EMB294 Strain This Study leu2Δ0 met15Δ0 expressing ura3Δ0 crtI, crtYB, ARS1516-URA3- and tHMG1 1-crtI-crtYB- tHMG1-ADE2 msh2::hphMX EMB297 MATα his3Δ1 BY4741 Case-I This Study leu2Δ0 met15Δ0 URA3-crtE ura3Δ0 ARS446- at Origin URA3-crtE ARS446, Mating Type α EMB298 MATα his3Δ1 BY4741 Case-I This Study leu2Δ0 met15Δ0 URA3-crtE ura3Δ0 ARS510- at Origin URA3-crtE ARS510, Mating Type α EMB299 MATα his3Δ1 BY4741 Case-I This Study leu2Δ0 met15Δ0 URA3-crtE ura3Δ0 ARS702- at Origin URA3-crtE ARS702, Mating Type α EMB301 MATα his 3Δ1 EMB297 Case-I This Study leu2Δ0 met15Δ0 URA3-crtE ura3Δ0 ARS446- at Origin URA3-crtE ARS446, msh2::hphMX Mating Type α, msh2 knockout EMB302 MATα his3Δ1 EMB298 Case-I This Study leu2Δ0 met15Δ0 URA3-crtE ura3Δ0 ARS510- at Origin URA3-crtE ARS510, msh2::hphMX Mating Type α, msh2 knockout EMB303 MATα his3Δ1 EMB299 Case-I This Study leu2Δ0 met15Δ0 URA3-crtE ura3Δ0 ARS702- at Origin URA3-crtE ARS702, msh2::hphMX Mating Type α, msh2 knockout
[0135] Media
[0136] For general strain manipulation cells were grown in YPADU liquid medium, which consists of YPD (10 g/L Yeast Extract, 20 g/L Peptone, 20 g/L Dextrose), supplemented with 40 mg/L adenine hemisulfate, and 40 mg/L uracil. For URA3-coupled ssODN experiments (eMAGE), strains were grown in CSM-Ura medium during odd numbered cycles and CSM-Ura+5-FOA (1 g/L)+uracil (50 mg/L) medium during even numbered cycles. For HR gene overexpression experiments, CEN/ARS plasmids were maintained with the hygromycin B resistance marker. After electroporation, cells were allowed to recover in YPADU/0.5M Sorbitol (Recovery Medium).
[0137] Plasmid Assembly for Overexpression of HR Genes
[0138] To clone pTEF1 expression plasmids for HR genes, all HR gene ORFs were PCR amplified from BY4741 genomic DNA prepared via a standard glass bead yeast genomic preparation protocol. Forward primers for each ORF contained 40 bases of 5′ overhang with sequence identity to 3′ end of the TEF1 promoter. Reverse primers for each ORF contained 5′ overhang with 40 bases of cyc1T terminator identity. Gibson assembly cloning was used to assemble a hygromycin B resistant (hphMX) CEN/ARS plasmid backbone (pRCVS6H) for each ORF to generate (pRCVS6H-pTEF1-ORF-CycT-hphMX plasmids). All HR plasmids were sequence verified.
[0139] Yeast ssODN Electroporation with Rad51-Dependent HR
[0140] A 2 mL culture was inoculated with a single colony and grown to saturation overnight in YPADU or YPADU+Hygromycin B (200 ug/mL) for plasmid maintenance during HR overexpression experiments. The next day a 10 mL culture was inoculated at OD.sub.600˜0.1 and grown for 6 hours in a roller drum at 30° C. until OD.sub.600˜1.0 (˜3×10.sup.7 cells/mL). Cells were pelleted at 2,900×g for 3 minutes and washed twice with 40 mL of room temperature dH.sub.2O. Cells were pre-treated with 1 mL of TE pH 8 containing 500 mM Lithium Acetate/25 mM DTT (Pretreatment Buffer) for 30 minutes in the roller drum at 30° C. Cells were washed 1× with 1 mL ice cold dH.sub.2O and 1× with 1 mL ice cold 1M sorbitol. Cells were gently suspended in 200 uL of 1M sorbitol+2 uM of total ssODN for each transformation, and added to a pre-chilled electroporation cuvette (0.2 cm) on ice. 2 uM of ssODN was previously determined to be optimal for Rad51-dependent HR (DiCarlo et al., 2013). Electroporation was performed with the following parameters: 1500V, 25 uF, 200Ω. Immediately after pulsing, the cells were recovered in 6 mL of Recovery Medium for 12 hours in the roller drum at 30° C.
[0141] ssODN Transformations for eMAGE
[0142] A list of ssODNs used for
TABLE-US-00005 TABLE 2 List of ssODNs for RPL28. ADE2, and target distance experiments RPL28, URA, and ADE2 ssODNs Targeting Leading and Lagging Strands CyH90 GGTAAGCACAGAAAGCACCCCGGTGGTAGAGGTATGGC CGGTGGTAAACATCACCACAGAATTAACATGGATAAAT ACCATCCAGGTTAT (SEQ ID NO: 1) CyH90RC ATAACCTGGATGGTATTTATCCATGTTAATTCTGTGGT GATGTTTACCACCGGCCATACCTCTACCACCGGGGTGC TTTCTGTGCTTACC (SEQ ID NO: 2) URA3190 CGTGGATGATGTGGTCTCTACAGGATCTGACATTATTA TTGTTGAAAGAGGACTATTTGCAAAGGGAAGGGATGCT AAGGTAGAGGGTGA (SEQ ID NO: 3) URA3190RC TCACCCTCTACCTTAGCATCCCTTCCCTTTGCAAATAG TCCTCTTTAACAATAATAATGTCAGATCCTGTAGAGAC CACATCATCCACG(SEQ ID NO: 4) ADE290 GGCAGCAAACAGGCTCAACATTAAGACGGTAATACTAG ATGCTTAAAATTCTCCTGCCAAACAAATAAGCAACTCC AATGACCACGTTAA(SEQ ID NO: 5) ADE290RC TTAACGTGGTCATTGGAGTTGCTTATTTGTTTGGCAGG AGAATTTTAAGCATCTAGTATTACCGTCTTAATGTTGA GCCTGTTTGCTGCC (SEQ ID NO: 6) His3gtoT GGTCCCCTAGCGATAGAGCACTCGATCTTCCCAGAAAA AGAGGCAGAAGCAGTAGCAGAACAGGCCACACAATCGC AAGTGATTAACGTC (SEQ ID NO: 7) Multiplex Point Mutant ssODNs ADE2_Mult_1 AATCATACGTCCCAATTGTCCCCCTCCTAATATACCAA CTGTTCAAGAATCCATACTTGATTGTTTTGTCCGATTT TCTTGTTTTTCTTG (SEQ ID NO: 8) ADE2_Mult_2 TTACTTGAAGATTCTTTAGTGTAGGAACATCAACATGC TCAATCTAAATCGTTAGCACATCACATTTTTCAGCTAG TTTTTCGATATCAA (SEQ ID NO: 9) ADE2_Mult_3 CTATACCATTTTTGATTAAATGCTCTTTTTGAATATAT TTGTCTTATATCAATCTGATTGTTTCTGGAGAAGGGTA AATTTTTAATTTGG (SEQ ID NO: 10) ADE2_Mult_4 ATGCCAAAGTCCTCGACTTCAAGACGAATGGAAAACCC AAATCTCATCCAACATTCAATAGGGACGTCTCACTGGC TTGTTCCACAGGAA (SEQ ID NO: 11) ADE2_Mult_5 ATTTTTCGGCGTACAAAGGACGATCCTTCAGTACTTCC AAAGCTTACGGAATCATTTCCTTATTCTTTACAACGAA GTTACCTCTTCCAT (SEQ ID NO: 12) ADE2_Mult_6 ACATAAGTCACAAATATTGTCCTTGTGGATAGTCTCTA CAATTGGCTAAGAAAACACTAAACCGTTAACAGATCTC ACAATCATGACTGC (SEQ ID NO: 13) ADE2_Mult_7 CCACACCAAATATACCACAACCGGGAAAAGATTTGATT GCATTTTATGCCAACAACTTCGCCTTAAGTTGAACGGA GTCCGGAACTCTAG (SEQ ID NO: 14) ADE2_Mult_8 GAGCTTCAAATTGAGAAGTGACGCAAGCATCAATGGTA TAATGTCAAGAGTTGTGAGGCCTTGGGGCAATTTCGTT AATAAGCAATTCCC (SEQ ID NO: 15) ADE2_Mult_9 CCAATGCTCTTTCGCAAGTTTCTAGCTCTTTATCTTTT GTATGTTAGTCTCCAAGAACATTTAGCATAATGGCGTT CGTTGTAATGGTGG (SEQ ID NO: 16) ADE2_Mult_10 CACATTCCGCCATACTGGAGGCAATAATATTTATGTGA CCTACTTATCTGTTAGGTCTAGACTCTTTTCCATATAA GTACACTGAGGAAC (SEQ ID NO: 17) Distance ssODNs 5distERI90RC TCAAATTGATCCTCCAAATAACAGTTCACGAAATGCAA GTGAATTCTTGACCTCGGTATTGCATAGCCCAGTTTCT GTTAATATGAAAAA (SEQ ID NO: 18) 10distERI90RC ATTTGATGTTTCATATTTGTAAATAGATAGCAAAGTCG CCTCATTGAATTCGGAGATGTTACACTCTTTAGGGTTA ATTTTAAACATTAA (SEQ ID NO: 19) 15distERI90RC ATAATTAGCGTCAATCAATAAAATATTTGTAAAATAGG AAGCGAATTCCCGCAGATGCCAGAATAGGTGGTGTATA AGGCAAGAAAACTT (SEQ ID NO: 20) 20distERI90RC CTGCTGTTTATCTCTTTATCACTTCAGAAAACTGACAA AGAAGAATTCTCCGAAGAAAGTGAAAACGACGGAAACA AGGAGTTGACTATA (SEQ ID NO: 21) Degenerate ADE2 ssODNs NADe2Mult 1 CATACGTCCCAATTGTCCCCCTNCCTAATATACNCAAC TGTTCTNAGAATCCATANCTTGATTGTTNTTGTCCGAT TTTCTTGTTTTTCT (SEQ ID NO: 22) NADe2Mult 2 CTTGAAGATTCTTTAGTGTAGGNAACATCAACANTGCT CAATCTNCAATCGTTAGNCACATCACATNTTTTCAGCT AGTTTTTCGATATC (SEQ ID NO: 23) NADe2Mult 3 TACCATTTTTGATTAAATGCTCNTTTTTGAATANTATT TGTCTTNGTATCAATCTNGATTGTTTCTNGGAGAAGGG TAAATTTTTAATTT (SEQ ID NO: 24) NADe2Mult 4 CCAAAGTCCTCGACTTCAAGACNGAATGGAAAANCCCA AATCTCNTTCCAACATTNCAATAGGGACNGTCTCACTG GCTTGTTCCACAGG (SEQ ID NO: 25) NADe2Mult 5 TTTCGGCGTACAAAGGACGATCNCTTCAGTACTNTCCA AAGCTTNCCGGAATCATNTTCCTTATTCNTTTACAACG AAGTTACCTCTTCC (SEQ ID NO: 26) NADe2Mult 6 TAAGTCACAAATATTGTCCTTGNTGGATAGTCTNCTAC AATTGGNGTAAGAAAACNACTAAACCGTNTAACAGATC TCACAATCATGACT (SEQ ID NO: 27) NADe2Mult 7 CACCAAATATACCACAACCGGGNAAAAGATTTGNATTG CATTTTNCTGCCAACAANCTTCGCCTTANAGTTGAACG GAGTCCGGAACTCT (SEQ ID NO: 28) NADe2Mult 8 CTTCAAATTGAGAAGTGACGCANAGCATCAATGNGTAT AATGTCNCAGAGTTGTGNAGGCCTTGGGNGCAATTTCG TTAATAAGCAATTC (SEQ ID NO: 29) NADe2Mult 9 ATGCTCTTTCGCAAGTTTCTAGNCTCTTTATCTNTTTG TATGTTNTGTCTCCAAGNAACATTTAGCNATAATGGCG TTCGTTGTAATGGT (SEQ ID NO: 30) NADe2Mult 10 ATTCCGCCATACTGGAGGCAATNAATATTTATGNTGAC CTACTTNTTCTGTTAGGNTCTAGACTCTNTTTCCATAT AAGTACACTGAGGA (SEQ ID NO: 31)
Results
[0143] Recombinase proteins (e.g., Rad51) catalyze the pairing and exchange of homologous DNA sequences (San Filippo, et al., Annual Review of Biochemistry, 77:229-257 (2008)). In S. cerevisiae additional factors, including Rad52, Rad54, Rad55, Rad57, and Rad59 participate in HR by promoting the formation and stabilization of Rad51-ssDNA filaments or through annealing of ssDNA (San Filippo, et al., Annual Review of Biochemistry, 77:229-257 (2008); Sung, J Biol Chem, 272: 28194-28197 (1997)). Prior work proposed that ssODNs are incorporated in the yeast genome through Rad51-mediated HR (
[0144] Experiments were designed to determine if Rad51-dependent ssODN recombination and incorporation of ssODNs at the DNA replication fork are two distinct pathways in eukaryotes (
[0145] To assess the impact of HR factors on the proposed replication fork annealing mechanism, a set of knockout and overexpression strains for HR genes were created and ssODN incorporation at the Ori-URA3-ADE2 experimental locus was assayed. Unlike the observation for targeting the RPL28-ADE2 interchromosomal pair, overexpression of Rad51 decreased ARF to ˜5% (four-fold) and deletion of Rad51 increased ARF to ˜30% (
[0146] To further elucidate the mechanism of ssODN incorporation at the replication fork, the effect of targeting the leading versus lagging strands by placing URA3 was tested in two orientations with respect to ADE2 (
Example 2: Manipulation of Replication Fork Speed can be Used to Modulate Diverse Genetic Changes and Target Distance Effects
Materials and Methods
[0147] Target Distance Efficiency Determination
[0148] Target mutation distance is reported as the distance between the URA3 marker mutation incorporated by the selection-ssODN and the mutation incorporated by the target-ssODN. For target distances of 1 and 2 kb, ssODNs ADE290RC and ADE2_Mult10 were used within the ADE2 gene and the ARFs for these sites were determined by red/white phenotype screening. For targets at 5, 10, 15, and 20 kb distances from the Ori-URA3, target sites were chosen that differ by only a single base-pair from an EcoRI restriction site. The target ssODN was designed to incorporate a base-pair change to create the EcoRI restriction site. For each target assayed, 96 clones were analyzed by colony PCR (Primers for the amplicons analyzed are listed in Table 3) coupled to EcoRI (NEB) digestion of the amplicon for 1 hr at 37° C. The percentage of amplicons cut vs. uncut is represented as the ARF for each distance site. Each distance experiment was performed in triplicate+/−HU treatment. ARF values represent mean+/−SD.
Results
[0149] Hydroxyurea (HU) has been shown to slow the rate of DNA replication fork progression and increase the availability of ssDNA at the lagging strand (Alvino, et al., Mol Cell Biol, 27: 6396-6406 (2007)). Experiments were designed to determine if transient treatment with HU would increase the efficiency for ssODN annealing at the replication fork. A 30 minute treatment with 500 mM HU increased the ARF by ˜two-fold compared to the untreated condition. Seven different ssODNs containing a single base-pair mismatch (ssODNs 1,2,5-7), insertion (ssODN #4), or deletion (ssODN #3) in ADE2 were tested and an average ARF increase of 56% (
[0150] To determine the ability to introduce diverse genetic mutations at the replication fork, a set of ssODNs containing mismatches, insertions, and deletions within ADE2 (msh2Δ strain) were tested. ARFs were inversely correlated to the number of nucleotides targeted for modification. More specifically, a single base-pair mismatch, insertion, or deletion was incorporated with an ARF>40% (
Example 3: Precise Combinatorial Genome Modifications can be Generated Via Multiplexing and Cycling
[0151] Materials and Methods
[0152] Multiplex Incorporation of ssODNs and Cycling
[0153] For multiplex eMAGE experiments targeting ADE2, red clones that grew on 5-FOA plates were assayed via yeast colony PCR and Sanger sequencing (Genewiz). Insertions were chosen for easy sequence detection since degenerate mismatches would contain WT sequence positions. For cycling experiments, cells were recovered in recovery media after electroporation as described above. After recovery, the population was subjected to liquid selection in 5-FOA for odd cycles and CSM-Ura for even numbered cycles to enrich for edited clones. Selections were performed for 500 uL of recovery culture seeded into 50 mL of selection medium and grown to saturation at 30° C. (˜2 days).
[0154] After the first 1:100 selection the population was diluted 1:50 in selection media and grown for 6 hours for the next electroporation step. The process was repeated for 3 cycles. A total of 100 red clones were sequenced after each cycle. For cycles 1 and 2, 200 unique genotypes were observed out of 200 sequenced, but for cycle 3, 76 unique genotypes were observed out of the 100 clones sequenced. Given that the degeneracy of the ssODN pool largely out-scales the number of clones assayed redundant genotypes would not be expected to arise for independent clones in any cycle assayed. The 24 redundant clones observed in cycle 3 were comprised of 5 genotypes. These clones observed in cycle 3 are due to an enrichment of those genotypes that occurred from selection after cycle 2. For future experiments improved selection capabilities are highly desired in order to ensure maintenance of high population diversity between multiple cycles. For the purposes of this small-scale demonstration the liquid selections were seeded with ˜10.sup.3-10.sup.4 edited genotypes between each cycle. For applications requiring large library sizes, larger scale selections (Liters) could be employed to maintain the population complexity generated after electroporation.
Results
[0155] To determine if multiple ssODNs can be introduced via annealing at the replication fork, 10 loci across the ADE2 gene in WT and msh2Δ strains (
[0156] To further increase the rate and accumulation of genetic diversity, a strategy was developed for continuous diversification of a yeast cell population by cyclical introduction of a complex pool of ssODNs coupled to positive and negative URA3 selections (
TABLE-US-00006 TABLE 3 Statistics associated with cycling experiment Cycle 1 Cycle 2 Cycle 3 Mutations per clone Total number of Clones 100 100 76 Analyzed Minimum 1 1 1 25% Percentile 6 11 14 Median 15 19 22 75% Percentile 21 27.75 29 Maximum 37 41 42 Mean 14.37 18.89 20.9474 Std. Deviation 9.15705 11.005 10.4854 Lower 95% CI of mean 12.553 16.7064 18.5513 Upper 95% CI of mean 16.187 21.0736 23.3434 ssODNs per clone Total number of Clones 100 100 76 Analyzed Minimum 1 1 1 25% Percentile 2 4 4 Median 5 7 7 75% Percentile 8 8 9 Maximum 10 10 10 Mean 5.05 6.02 6.18421 Std. Deviation 2.72428 2.82836 2.70659 Lower 95% CI of mean 4.50944 5.45879 5.56573 Upper 95% CI of mean 5.59056 6.58121 6.80269
Example 4: eMAGE Protocol does not Increase Background Mutation Rate
[0157] The msh2Δ strain was shown to have a background mutation rate that is elevated ˜225-fold greater than the WT yeast strain (Lang, et al., G3 (Bethesda), 3:1453-1465 (2013)). Throughout the process of eMAGE cells can be grown for as many as hundreds of generations and are exposed to relatively higher stress conditions such as DTT-HU treatment, electroporation, and osmotic stress. In order to understand the effect of the eMAGE protocol on the background mutation rate whole genome sequencing was performed for 12 clones from each eMAGE cycle. In accordance with the previously reported mutational rate from (Lang, et al., G3 (Bethesda), 3:1453-1465 (2013)) (7.1×10.sup.−8) for the msh2Δ strain, an average mutation rate of 8.3×10.sup.−8 mutations per base pair per generation was observed. The majority of mutations were indels (80%) compared to SNPs (20%). The average SNP rate across the three cycles (1.7×10.sup.−8) was approximately four-fold greater than the published rate (4.0×10.sup.−9).
Example 5: eMAGE Created Diverse Populations
Materials and Methods
[0158] Generation of Mutant Population for NGS Diversity Analysis
[0159] Approximately 3×10.sup.8 cells were electroporated in a 20 uM solution containing ssODNs designed to introduce insertions at targeted sites. Three ssODNs each encoding five insertions were pooled together. After electroporation and recovery the entire population was then seeded in 1 L of liquid 5-FOA selection media and grown to saturation over 2 days. 10 mL of this selected population was used for the genome prep and bug or approximately 5×10.sup.9 genomic copies were seeded into the PCR reaction.
[0160] NGS Diversity Sample Preparation and Sequencing
[0161] A 307-322 bp region (depending on the number of insertions introduced) including the bases targeted for mutagenesis was PCR amplified with primers that added five degenerate base pairs on each end. The addition of degenerate bases aided in initial base calling during sequencing and reduced the need to add an increased fraction of phiX DNA (Tewhey et al 2016) The number of PCR cycles was limited to 12 in order to reduce the introduction of errors and bias. The PCR product was then gel purified and sent to the Yale Center for Genome Analysis for adaptor ligation and 2×250 paired end sequencing on an Illumina HiSeq4000. This allowed for coverage of the entire amplicon and sufficient overlap between the paired end reads to assemble phased sequences for each observed variant.
[0162] NGS Diversity Filtering and Processing of Paired End Reads into Merged Sequences
[0163] The sequencing process generated 49,714,782 paired end reads. Trimmomatic was used to remove the first five degenerate bases added by the primers and trim reads with low quality bases (Bolger, A. M., Lohse, M., & Usadel, B. (2014). A sliding window requiring an average quality score of either 20, 25, or 30 over two bases was used to trim the ends of lower quality reads. This resulted in 49,384,456, 48,711,289, and 47,505,196 paired end reads respectively passing quality control. BBMerge was then used to assemble the overlapping paired end reads into full length amplicons. The “strict” stringency setting was used during this step. This resulted in 37,227,893, 24,116,204, and 12,065,464 fully assembled amplicons of which 16,704,731, 12,952,187, and 9,048,602 were wild type length of 307 bp. BBMerge seeks to reduce the error rate in the assembled amplicons by considering the quality score of the bases in the overlapping sequences during merging and when there is a mismatch between the two reads selecting the base with the higher quality score. Similar numbers of reads pass the quality trimming step at Q20 and Q30, but the number of assembled amplicons is dramatically different between the two cutoffs. This indicates that while a large number of reads are passing quality control at Q30 they are being trimmed to a greater extent and this is resulting in read pairs that no longer overlap and are unable to be assembled.
[0164] NGS Diversity Computational Analysis
[0165] The merged reads were then arranged in the same orientation and aligned to a wildtype copy of the edited genomic locus using the BWA mem algorithm (Li, et al., Nucleic Acids Research, 31:6674-6687 (2003)). Picard tools were used to calculate the experimental substitution error rate. Custom scripts then utilized the CIGAR and MD strings in the resulting SAM file to extract the position and base introduced when insertions occurred at the targeted sites. Calculations of the distribution of the number of insertions introduced and the positional insertion distribution were then performed on these vectors containing the base introduced by each targeted insertion in an amplicon.
Results
[0166] In order to quantify the genetic diversity generated by an eMAGE experiment, Next-Generation Sequencing (NGS) was performed on a diversified cell population. To a starting population of approximately 3×10.sup.8 cells were transformed with a pool of three ssODNs each encoding five degenerate insertions at ADE2. After electroporation and recovery in nonselective media the entire population was seeded in liquid 5-FOA selection media and grown to saturation. A genomic prep from the 5-FOA selected population served as the template for a PCR reaction of the ADE2 target region. High-throughput sequencing reads of the target amplicon were analyzed with a computational pipeline including rarefaction analysis (Amiram, et al., Nature Biotechnology, 33:1272-1279 (2015)). The number of unique variants detected at the read limit was ˜1.59×10.sup.5 and ˜6.70×10.sup.5 for read quality score cutoffs of Q30 and Q20, respectively. In line with the Sanger sequencing data a distribution of insertions per ssODN and a 3′ position insertion bias were observed.
Example 6: eMAGE is Effective for Targeted Diversification of a Heterologous Biosynthetic Pathway
Materials and Methods
[0167] HPLC Characterization of Carotenoids
[0168] Each of the analyzed clones was grown for 3 days at 30° C. in 5 mL YPADU media. Carotenoids were harvested from 1 mL of cell culture. 1 mL of cells was pelleted via centrifugation and washed twice with water. The resulting pellet was extracted with 200 uL of hexane using glass bead disruption with the Beadbeater cell homogenizer (3×45 s at 7,000 rpm). After centrifugation, 120 uL of the hexane carotenoid mixture was transferred to a glass vial and dried with a speedvac machine for 1 hour. The sample was then resuspended in 50/50 Hexane/Ethyl Acetate and filtered before HPLC analysis. 20 uL of sample was injected for HPLC using an Agilent Poroshell 120 EC-C18 2.7 um 3.0×50 mm column. Peaks were detected using an isocratic elution with 50/50 Methanol/Acetonitrile (containing 0.1% Formic Acid). Analytical standards were used for quantification of β-carotene (detected at 475 nm), phytoene (286 nm), and lycopene (475 nm). Carotenoid quantifications were calculated in relation to dry cell weight (DCW) for 100 uL of cell culture dried for 2 days and weighed. Additional carotenoid peaks were observed beyond the three carotenoid peaks analyzed, which likely contribute to clone color in some cases (i.e., M30, M35). HPLC experiments were carried out in technical triplicate for all clones.
Results
[0169] To further study the ability to generate multi-site combinatorial genetic variation with base-pair-level precision, a heterologous β-carotene pathway was targeted for the creation of diverse genotype-phenotype variants. The pathway consists of four constitutively expressed genes (crtE, crtI, crtYB, and tHMG1), and was previously engineered in S. cerevisiae to convert farnesyl diphosphate (FPP) to β-carotene through a series of enzymatic steps (
[0170] To understand the phenotypic contribution from each of the four pathway genes, a complete set of the 15 possible combinatorial gene knockouts were generated in a single transformation. The lack of broad phenotypic diversity in the knockout set indicates that precise modifications to the pathway sequence might result in gene expression variants with color changes unlike the gene knockouts. Diverse clones with colorimetric phenotypes were observed to deviate from the ancestral strain after a single cycle of diversification (
[0171] Whether targeted edits in genes located on different chromosomes could be generated across haploids in parallel and then combined through mating was also tested. A MATα haploid were constructed containing the crtE gene adjacent to a URA3 cassette at Ori ARS510 on chromosome V, and a MATa haploid containing the crtI, crtYB, and tHMG1 genes at Ori ARS1516 on chromosome XV. Control mating was used to demonstrate that the resultant diploids showed the yellow phenotype indicative of the presence of all four genes of the wildtype β-carotene pathway (
Example 7: Transcriptional Logic can be Altered with ssODNs
[0172] Since ssODN annealing at the replication fork can enact a wide range of sequence modification, experiments were designed to determine whether ssODNs can be used to seamlessly replace promoter elements such as TFBS to change the transcriptional logic of constitutive promoters. A set of ssODNs was designed to precisely replace native TFBS of the β-carotene pathway with the 18 nucleotide galactose-inducible Gal4 binding sequence. Cells were transformed with the set of Gal4 ssODNs and an ssODN containing the crtYB-D52G mutation. Clones were identified with altered color phenotypes on glucose plates and these clones were inspected for phenotypic changes when spotted to plates containing galactose. Several clones with altered color phenotypes (G2-G6) and one clone (G1) with impaired growth on galactose were observed. To confirm that the different phenotypes observed on glucose and galactose corresponded to altered gene expression at the Gal4 engineered gene, RT-qPCR of the four pathway genes (
[0173] In this study, a eukaryotic genome engineering technology was developed that targets annealing of ssODNs at the DNA replication fork and avoids the creation of DSBs in the genome to enact base-pair precision and combinatorial genome editing across many genetic loci. Although the mechanism is independent of Rad51, other HR factors could be involved in ssODN incorporation. In addition to its role as a mediator for Rad51 (Sung, J Biol Chem, 272: 28194-28197 (1997)), Rad52 is also implicated in replication fork processing of Okazaki fragments with Rad59 (Lee, et al., J Biol Chem, 289:15064-15079 (2014)). Thus, it is possible that Rad52 participates in ssODN annealing at the replication fork. The lack of transformants in the Rad59 knockout indicated that it enhances ssODN incorporation at the replication fork whereas overexpression of Rad59 showed a decrease in ARF (
[0174] For single base-pair editing similar ARFs were observed in WT and msh2Δ strains, however, the data showed that MMR inhibits multiplex gene editing and therefore decreases the generation of genome complexity across the population. Although MMR mutants are not always desirable when trying to maintain genome stability, directed evolution and pathway engineering applications, as shown here, could benefit from an elevated mutation rate. Alternatively, transient disabling of MMR through small molecule inhibitors or CRISPRi (Gilbert, et al., Cell, 154:442-451 (2013)) approaches could be used to achieve desired genetic modifications during a transient relaxed genomic state (disabled MMR) followed by rapid return to a stabilized genomic state (intact MMR).
[0175] The approach to diversify the β-carotene pathway is also a blueprint that could be applied to metabolic engineering applications and natural product biosynthesis to optimize the production of high-value molecules from heterologous genetic sources currently produced in yeast (Galanie, et al., Science, 349:1095-1100 (2015); Krivoruchko, et al., Curr Opin Biotechnol, 35: 7-15 (2007); Mitchell, et al., Nucleic Acids Research, 43:6620-6630 (2015); Montiel, et al., Proceedings of the National Academy of Sciences of the United States of America, 112:8953-8958 (2015)). Large microbial gene clusters are often genetically silent and require modulation of pathway expression dynamics or refactoring to produce the desired secondary metabolites (Smanski, et al., Nature Biotechnology, 32:1241-1249 (2014)). Current methods to tune the expression of biosynthetic pathways in yeast rely on the use of combinatorial promoter swapping strategies (Mitchell, et al., Nucleic Acids Research, 43:6620-6630 (2015); Montiel, et al., Proceedings of the National Academy of Sciences of the United States of America, 112:8953-8958 (2015); Wingler, et al., Proceedings of the National Academy of Sciences of the United States of America, 108:15135-15140 (2011)). While promoter library approaches are effective, the possible modes of gene expression are limited to quantal units of transcription dictated by the promoter library. Precision editing with ssODNs in live cells enables rapid exploration of diverse gene expression states. Since CRISPR-Cas9 can efficiently introduce large genetic fragments into the genome and eMAGE can enact many precise combinatorial edits with ssODNs, the two approaches could be used in concert to recombine and diversify heterologous pathways for discovery and production of secondary metabolites and valuable compounds in yeast.
[0176] Eukaryotic MAGE can also uniquely enable the construction of targeted sets of genetic variants that can be functionally studied to elucidate causal links between genotype and phenotype. The diversification and mating studies established here could be automated (Wang, et al., Nature, 460:894-898 (2009)), employed to uncover many types of precise allelic interactions between specific sets of genes complementary to those explored by synthetic genetic arrays (Costanzo, et al., Science, 353 (2016); Tong, et al., Methods Mol Biol, 313:171-192 (2006)), and used to hierarchically construct highly modified chimeric genomes from multiple strains. Moreover, the approach used for S. cerevisiae targets conserved mechanisms and establishes a framework for developing efficient multiplex ssODN annealing methods in multicellular eukaryotes, including plants and animals. eMAGE capabilities could be included in future synthetic eukaryotic chromosome projects (Annaluru, et al., Science, 344: 55-58 (2014); Boeke, et al., Science, 353: 126-127 (2016)) to enable efficient single base-pair precision editing of designer genomes.
Table 4: List of ssODNs targeting the Beta Carotene pathway. Each targeted sequence is indicated with its WT sequence (Column 3) and the ssODN mutation design (Column 4), the type of sequence (Column 5), and notes on the mutation outcome (Column 6). Abbreviations: Transcription factor binding site (TFBS), Transcription start site (TSS). Mutation annotations for oligos: ‘N’=mixed bases A,T,G,C; ‘W’=mixed bases A,T; ‘Y’=mixed bases C,T; ‘R’=mixed bases A,G; ‘K’=mixed bases G,T; ‘M’=mixed bases A,C.
TABLE-US-00007 TABLE 4 List of ssODNs targeting the Beta Carotene pathway. Promoter ssODNs (5′ to 3′) WT Reverse complement Target Mutation of top strand Sequence Sequence ssODN targeting the Top Top Sequence Name lagging strand. Strand Strand Type Description PGKGcr1N AAACCTGTGAGCCGTCGCTA GCTTCC NNNNNNNN TFBS Degenerate GGACCTTGTTGTGTGACGAA AA Mismatch ANNNNNNNKTGCAATCAATA GGAAGACAGGAAGTCGAGCG TGTCTGGGTT (SEQ ID NO: 32) PGKMsn2aN ATGTAAATGTAAGTTTCACG AAGGGG NNNNNN TFBS Degenerate AGGTTCTACTAAACTAAACC Mismatch ACNNNNNNGGTTAGAAGAAA AGAGTGTGTGAGAACAGGCT GTTGTTGTCA(SEQ ID NO: 33) PGKMsn2bN GCTCTGGAGATCACAGTGGG AAAGGG NNNNNN TFBS Degenerate CATCATAGCATGTGGTACTA Mismatch AANNNNNNCCCGCCATTCCA GAACCTTCGATTGCTTGTTA CAAAACCTGT (SEQ ID NO: 34) PGKTye7N GACCAATTTATGCAAGTTTA CCTCGT NNNNNNN TFBS Degenerate TATATATGTAAATGTAAGTT G Mismatch TNNNNKKNTTCTACTAAACT AAACCACCCCCTTGGTTAGA AGAAAAGAGT (SEQ ID NO: 35) PGKHsf1N GTGGGCATCATAGCATGTGG GAAGGT NNNNNNNN TFBS Degenerate TACTAAACCCTTTCCCGCNN TCTGGA NNNNNNN Mismatch NNNNNNNNNNNNNGATTGCT ATG (SEQ ID TGTTACAAAACCTGTGAGCC (SEQ NO: 119) GTCGCTAGGA (SEQ ID ID NO: NO: 36) 101) TIP1phd1aN GCTCGAAGAATTGGAGAGAA GTGTCT NNNNNN TFBS Degenerate AAAAAGATGCTTTTAGAAAA Mismatch TANNNNNNATTTCCCGGAAC AATCAATTATTTCCATCACA ATCTTTGAAA (SEQ ID NO: 37) TIP1phd1bN GCCAATGTACTATTTATATT AGGTAC NNNNNN TFBS Degenerate AAATGGTGAATGAAGCAACG Mismatch CANNNNNNCAAAGAGGTTGG AGACATATTCACCCTTACAG CAAACCTTTT (SEQ ID NO: 38) TIP1adr1N ATATTAAATGGTGAATGAAG TCTCCA NNNNNNN TFBS Degenerate CAACGCAGTACCTCAAAGAG A Mismatch GNNNNNNNCATATTCACCCT TACAGCAAACCTTTTTTTTC CTTTACTGGA (SEQ ID NO: 39) TIP1rgt1N GGATTCAAAACCACAAGTAC ATTTTC NNNNNNN TFBS Degenerate ATTCTTCAACGGAAAAGAGT C Mismatch CNNNNNNNCGGAAAAGGGAC CTCCCGAAGACATTAGTCTC ATAATTAAGG (SEQ ID NO: 40) TDH3Hsf1N ACCTTTTTTTTCAGCTTTTT CCTTCT NNNNNNNN TFBS Degenerate CCAAATCAGAGAGAGCANNN ATTACC NNNNNNN Mismatch NNNNNNNNNNNNTGTAAGAA TTC (SEQ ID AATGAGATAGATACATGCGT (SEQ NO: 119) GGGTCAATTG(SEQ ID ID NO: NO: 41) 102) TDH3Pho2aN AAACTAAAAAAAAGACTAAC CTTAAA NNNNNN TFBS Degenerate TATAAAAGTAGAATTTAAGA Mismatch AGNNNNNNAAATAGATTTAC AGAATTACAATCAATACCTA CCGTCTTTAT (SEQ ID NO: 42) TDH3Pho2bN TGTTTGTTTATGTGTGTTTA TTTAAA NNNNNN TFBS Degenerate TTCGAAACTAAGTTCTTGGT Mismatch GTNNNNNNACTAAAAAAAAG ACTAACTATAAAAGTAGAAT TTAAGAAGTT (SEQ ID NO: 43) TDH3Msn2aN TTACAATCAATACCTACCGT CCCCTA NNNNNN TFBS Degenerate CTTTATATACTTATTAGTCA Mismatch AGNNNNNNAATAATTTCAGG GAACTGGTTTCAACCTTTTT TTTCAGCTTT(SEQ ID NO: 44) TDH3Msn2bN CATCACTCCATTGAGGTTGT CAGGGG NNNNNN TFBS Degenerate GCCCGTTTTTTGCCTGTTTG Mismatch TGNNNNNNTTCTCTGTAGTT GCGCTAAGAGAATGGACCTA TGAACTGATG (SEQ ID NO: 45) TDH3Orc1N GTAGGGGAATAATTTCAGGG GGAAAA NNNNNNNN TFBS Degenerate AACTGGTTTCAACCTTNNNN AGCTGA NNNNNNNN Mismatch NNNNNNNNNNNNNAAATCAG AAAAA N (SEQ AGAGAGCAGAAGGTAATAGA (SEQ ID NO: AGGTGTAAGA (SEQ ID ID NO: 120) NO: 46) 103) ZEOgln3N GAGCAAACCAGCATTAACTA TTTCTT NNNNNNNN TFBS Degenerate AAGATGATAAAAATAAAATT ACCT NN (SEQ Mismatch NNNNNNNNNNCCTTAATTGG (SEQ ID NO: ATATACAAAAATACACTGGA ID NO: 121) GGCACAAATC (SEQ ID 104) NO: 47) ZE0Ace2N AGAGAAGAGGAGAACCGCAC CTGGTT NNNNNNN TFBS Degenerate AGAAAGCAGCAGAAACAGAG T Mismatch CNNNNNNNCATTAACTAAAG ATGATAAAAATAAAATTAGG TAAGAAACCT (SEQ ID NO: 48) PGKTATN ACCAAATATGTATTTCTTGC ATATAT NNNNNNNN TATA Degenerate ATTGACCAATTTATGCAAGT ATA N Box Mismatch TNNNNNNNNNGTAAATGTAA GTTTCACGAGGTTCTACTAA ACTAAACCAC (SEQ ID NO: 49) PGKTAT ACCAAATATGTATTTCTTGC TATA WAWR TATA LOGO ATTGACCAATTTATGCAAGT Box Mismatch TYWTWTATAGTAAATGTAAG TTTCACGAGGTTCTACTAAA CTAAACCAC (SEQ ID NO: 50) TIPTATN AGCGAGAATAATTGACGTTT TATAAA NNNNNNNN TATA Degenerate GAAAGAGGGCTGCCAATGTA TA Box Mismatch CNNNNNNNNTTAAATGGTGA ATGAAGCAACGCAGTACCTC AAAGAGGTTG (SEQ ID NO: 51) TIPTAT AGCGAGAATAATTGACGTTT AATA WAWR TATA LOGO GAAAGAGGGCTGCCAATGTA Box Mismatch CYWTWTATATTAAATGGTGA ATGAAGCAACGCAGTACCTC AAAGAGGTTG (SEQ ID NO: 52) TDH3TATN TAAGAAATAGATTTACAGAA TATATA NNNNNNNN TATA Degenerate TTACAATCAATACCTACCGT AA Box Mismatch CNNNNNNNNCTTATTAGTCA AGTAGGGGAATAATTTCAGG GAACTGGTTT (SEQ ID NO: 53) TDH3TAT TAAGAAATAGATTTACAGAA TAAA WAWR TATA LOGO TTACAATCAATACCTACCGT Box Mismatch CYWTWTATACTTATTAGTCA AGTAGGGGAATAATTTCAGG GAACTGGTTT(SEQ ID NO: 54) ZEOTATN CAAGCAAACTGAGATGATCT TATATA NNNNNNNN TATA Degenerate TCGACGTAAAAACTCGCTCN TATA NN (SEQ Box Mismatch NNNNNNNNNCGCCATATAAG (SEQ ID NO: CCCATCGGCGATGGGGGACA ID NO: 121) ACACGAAGAA (SEQ ID 105) NO: 55) ZEOTAT CAAGCAAACTGAGATGATCT TATATA TATAWAWR TATA LOGO TCGACGTAAAAACTCGCTCY TA Box Mismatch WTWTATACGCCATATAAGCC CATCGGCGATGGGGGACAAC ACGAAGAA (SEQ ID NO: 56) PGKTSSup GTTGTAAAAAGTAGATAATT ATGCTT WTKYTTTY Upstream Increase ACTTCCTTGAWRAWMWRWAA TCTTTT TTTTTYTY Region of T Content AAAARARAAAAARAAARMAW TCTTTT TTTTTTWY Transcription CTAAGAACTTGAAAAACTAC TTACAG WKWTYW Start Site GAATTAGAAA (SEQ ID ATCA (SEQ ID NO: 57) (SEQ NO: 122) ID NO: 106) TIP1TSSup TTTATTTTATTTAGCAGAGG CATTCA YWTTYWWT Upstream Increase GTATAGTTATRMAAWARMAA ATCAGT YWKTWWYW Region of T Content WWAWWRWWAMWRAWWRAAWR AACAAT WTWWTTKY Transcription CCTTTATAATTTCGGTCCGA AATTGC TWTTKY Start Site ACAAAGTTAG (SEQ ID TATTGC (SEQ ID NO: 58) (SEQ NO: 123) ID NO: 107) TDH3TSSup ATGTGTGTTTATTCGAAACT ATAGTT WTWKTTWK Upstream Increase AAGTTCTTGGWRWWWWAAAA AGTCTT TYTTTTTT Region of T Content MWAAAAAAAARAMWAAMWAW TTTTTT TTWKTTTT Transcription AAAAGTAGAATTTAAGAAGT AGTTTT WWWWYW Start Site TTAAGAAATA (SEQ ID AAAACA (SEQ ID NO: 59) (SEQ NO: 124) ID NO: 108) ZEOTSSup ATATAAACGTAGTTTTGTAT CTCTGT YTYTKTWT Upstream Increase GTTTCTTTGAWWWRAAMWWW ATACTT WYTTWWWW Region of T Content WAARWAWAMARARAAAAAAA AAAAGT KTTYWWW Transcription CCGATCAAAGAAAACTAAAG TCAAA (SEQ ID Start Site TATAATGAGG (SEQ ID (SEQ NO: 125) NO: 60) ID NO: 109) PGKTSSdwn TCTTGTTCTTTTCCCATTTG TCAAGG WMAARRAA Downstream Increase TTTTATATTTKTTKTWWWWW AAGTAA RWAAWWAW Region of A Content KTWKWTWWTTWYTTYYTTKW TTATCT MWAMWWWW Transcription TGATCTGTAAAAAAGAGAAA ACTTTT WAMAAM Start Site AAGAAAGCAT (SEQ ID TACAAC (SEQ ID NO: 61) A (SEQ NO: 126) ID NO: 110) TIP1TSSdwn ATTGCTGTGAGGATGTTCGC TAACTA WAAMWAWA Downstream Increase GTAATCCATTTTTWTTTTWT TACCCT MMMWMWRM Region of A Content TTWKYWKWKKKTWTWKTTWT CTGCTA WAAAWAAA Transcription GCAATAGCAATTATTGTTAC AATAAA AW (SEQ Start Site TGATTGAATG (SEQ ID AT ID NO: NO: 62) (SEQ 127) ID NO: l11) TDH3TSSdwn ATATGCGAGAGCCGTCATTT CCAAGA MMAARAAM Downstream Increase TTGTTTGTTTWTKTKTKTTT ACTTAG WWARWWWM Region of A Content WTTYKWWWYTWWKTTYTTKK TTTCGA RAAWAAAM Transcription TGTTTTAAAACTAAAAAAAA ATAAAC AMAMAW Start Site GACTAACTAT (SEQ ID ACACAT (SEQ ID NO: 63) A (SEQ NO: 128) ID NO: 112) ZEOTSSdwn GTTTTCACCAATTGGTCCAT TCAAAG WMAAARAA Downstream Increase TTATTAATTGWTWTWWWYKT AAACAT AMAWAMAA Region of A Content WKTTTTKTWTKTTTYTTTKW ACAAAA AAMWAMRW Transcription TTTGAACTTTTAAGTATACA CTACGT WWAWAW Start Site GAGAAAAAAA (SEQ ID TTATAT (SEQ ID NO: 64) (SEQ NO: 129) ID NO: 113) PGKdAdT TTTCACGAGGTTCTACTAAA CAAGGG CAAAAAAA Upstream Poly TTTTTTTTTTTTTTTTTTTT AAAAAAAA of TFBS dA/dT TTGGTTAGAAGAAAAGAGTG AAAAAAAG insertion TGTGAGAACAGGCTGTT GG (SEQ (SEQ ID NO: 65) ID NO: 130) TIP1dAdT AATGAAGCAACGCAGTACCT TATGTC TATGAAAA Upstream Poly CAAAGAGGTTGGAGATTTTT T AAAAAAAA of TFBS dA/dT TTTTTTTTTTTTTTTCATAT AAAAAAAA insertion TCACCCTTACAGCAAACCTT TCT (SEQ TTTTTTCCTT (SEQ ID ID NO: NO: 66) 131) TDH3dAdT TTTCCAAATCAGAGAGAGCA ACACCT ACAAAAAA Upstream Poly GAAGGTAATAGAAGGTTTTT AAAAAAAA of TFBS dA/dT TTTTTTTTTTTTTTTTGTAA AAAAAAAC insertion GAAAATGAGATAGATACATG CT (SEQ CGTGGGTCAA (SEQ ID ID NO: NO: 67) 132) ZEOdAdT AACTAAAGATGATAAAAATA AGGTTT AGGAAAAA Upstream Poly AAATTAGGTAAGAAATTTTT AAAAAAAA of TFBS dA/dT TTTTTTTTTTTTTTTCCTTA AAAAAAAT insertion ATTGGATATACAAAAATACA TT (SEQ CTGGAGGCAC (SEQ ID ID NO: NO: 68) 133) PGKGcr1Log AAACCTGTGAGCCGTCGCTA GCTTCC GCTWCNAA TFBS LOGO GGACCTTGTTGTGTGACGAA AA Mismatch ATTNGWAGCTGCAATCAATA GGAAGACAGGAAGTCGAGCG TGTCTGGGTT (SEQ ID NO: 145) PGKMsn2aLog ATGTAAATGTAAGTTTCACG AAGGGG AARRGG TFBS LOGO AGGTTCTACTAAACTAAACC Mismatch ACCCYYTTGGTTAGAAGAAA AGAGTGTGTGAGAACAGGCT GTTGTTGTCA (SEQ ID NO: 146) PGKMsn2bLog GCTCTGGAGATCACAGTGGG AAAGGG AARRGG TFBS LOGO CATCATAGCATGTGGTACTA Mismatch AACCYYTTCCCGCCATTCCA GAACCTTCGATTGCTTGTTA CAAAACCTGT (SEQ ID NO: 147) PGKTye7Log GACCAATTTATGCAAGTTTA CCTCGTG CCWCGWG TFBS LOGO TATATATGTAAATGTAAGTT Mismatch TCWCGWGGTTCTACTAAACT AAACCACCCCCTTGGTTAGA AGAAAAGAGT (SEQ ID NO: 148) PGKHsflLog GTGGGCATCATAGCATGTGG GAAGGT GAAGGTTC TFBS LOGO TACTAAACCCTTTCCCGCCA TCTGGA TGGAATG Mismatch YYCCAGRRCCTTCGATTGCT ATG (SEQ ID TGTTACAAAACCTGTGAGCC (SEQ NO: 101) GTCGCTAGGA (SEQ ID ID NO: NO: 149) 101 TIP1phd1Log GCTCGAAGAATTGGAGAGAA GTGTCT GKGTCY TFBS LOGO AAAAAGATGCTTTTAGAAAA Mismatch TARGACMCATTTCCCGGAAC AATCAATTATTTCCATCACA ATCTTTGAAA (SEQ ID NO: 150) TIP1phd1bLog GCCAATGTACTATTTATATT AGGTAC RGGTMC TFBS LOGO AAATGGTGAATGAAGCAACG Mismatch CAGKACCYCAAAGAGGTTGG AGACATATTCACCCTTACAG CAAACCTTTT (SEQ ID NO: 151) TIP1adr1Log ATATTAAATGGTGAATGAAG TCTCCA TCYRRAA TFBS LOGO CAACGCAGTACCTCAAAGAG A Mismatch GTTYYRGACATATTCACCCT TACAGCAAACCTTTTTTTTC CTTTACTGGA (SEQ ID NO: 152) TIP1rgt1Log GGATTCAAAACCACAAGTAC ATTTTC ATTWTCC TFBS LOGO ATTCTTCAACGGAAAAGAGT C Mismatch CGGAWAATCGGAAAAGGGAC CTCCCGAAGACATTAGTCTC ATAATTAAGG (SEQ ID NO: 153) TDH3Hsf1Log ACCTTTTTTTTCAGCTTTTT CCTTCT CCTTCTAY TFBS LOGO CCAAATCAGAGAGAGCAGAA ATTACC YACCTTC Mismatch GGTRRTAGAAGGTGTAAGAA TTC (SEQ ID AATGAGATAGATACATGCGT (SEQ NO: 162) GGGTCAATTG (SEQ ID ID NO: NO: 154) 102) TDH3Pho2Log AAACTAAAAAAAAGACTAAC CTTAAA CWWWWW TFBS LOGO TATAAAAGTAGAATTTAAGA Mismatch AGWWWWWGAAATAGATTTAC AGAATTACAATCAATACCTA CCGTCTTTAT (SEQ ID NO: 155) TDH3Pho2bLog TGTTTGTTTATGTGTGTTTA TTTAAA WWWWWW TFBS LOGO TTCGAAACTAAGTTCTTGGT Mismatch GTWWWWWWACTAAAAAAAAG ACTAACTATAAAAGTAGAAT TTAAGAAGTT (SEQ ID NO: 156) TDH3Msn2aLog TTACAATCAATACCTACCGT CCCCTA YYYYTA TFBS LOGO CTTTATATACTTATTAGTCA Mismatch AGTARRRRAATAATTTCAGG GAACTGGTTTCAACCTTTTT TTTCAGCTTT (SEQ ID NO: 157) TDH3Msn2bLog CATCACTCCATTGAGGTTGT CAGGGG CARRRR TFBS LOGO GCCCGTTTTTTGCCTGTTTG Mismatch TGYYYYTGTTCTCTGTAGTT GCGCTAAGAGAATGGACCTA TGAACTGATG (SEQ ID NO: 158) TDH3Orc1Log GTAGGGGAATAATTTCAGGG GGAAAA GGAWWWWW TFBS LOGO AACTGGTTTCAACCTTWWWW AGCTGA GCTGWWWW Mismatch WWCAGCWWWWWTCCAAATCA AAAAA WW (SEQ GAGAGAGCAGAAGGTAATAG (SEQ ID NO: AAGGTGTAAGA (SEQ ID ID NO: 163) NO: 159) 103) ZEOgln3Log GAGCAAACCAGCATTAACTA TTTCTT WWWCWWAC TFBS LOGO AAGATGATAAAAATAAAATT ACCT CT (SEQ Mismatch AGGTWWGWWWCCTTAATTGG (SEQ ID NO: ATATACAAAAATACACTGGA ID NO: 164) GGCACAAATC (SEQ ID 104) NO: 160) ZEOAce2Log AGAGAAGAGGAGAACCGCAC CTGGTT YYRRTTT TFBS LOGO AGAAAGCAGCAGAAACAGAG T Mismatch CAAAYYRRCATTAACTAAAG ATGATAAAAATAAAATTAGG TAAGAAACCT (SEQ ID NO: 161) ORF ssODNs CRTEStrt AGTAAACTCGAGTGGAATTG ATG GTG Start Mismatch CTGTGAGGATGTTCGCGTAA Codon TCCACTTTTATTTTATTTAG CAGAGGGTATAGTTATCCTT TATAATTTCG (SEQ ID NO: 69) CRTERare TCTGCGGAATCCCGTAAATT AGG CGG Abundant Mismatch AGATGGGCCACAGGCGACCC Arg Codon ACGCCGGAGGACCGATGAAT to Rare CCTCCACATCGTCCATTAAT Arg Codon AAGCTAGCGG (SEQ ID NO: 70) CRTEOpt TCTTGACATCCAACCAATAG CGA AGA Rare Arg Mismatch TTGAAAGCCTCGATGAGTTG Codon to TGATCTAATTTCTTTTCCAG Abundant GGTTCTTTCCTAGGTAGTGA Arg Codon TACGGTTCAA (SEQ ID NO: 71) CRTEko AGTTGTGATCGAATTTCTTT TAT TAGT Nonsense Insertion TCCAGGGTTCTTTCCTAGGT Codon AGTGACTACGGTTCAAGGAG CACGATATCATCCTGAGGAG TAAACTCGAG (SEQ ID NO: 72) CRTIStrt CCACGATGATAGCTGTGGGT ATG GTG Start Mismatch TTATCCTGATCTTGTTCTTT Codon TCCCACTTGTTTTATATTTG TTGTAAAAAGTAGATAATTA CTTCCTTGAT (SEQ ID NO: 73) CRTlRare TTTGACCCATGTACATCACT AGG CGG Abundant Mismatch GCAAACGAGAAGACTCTTCG Arg Codon TAATCGGTCGGTCTTGAAAT to Rare ATCGACAAACTCTTGTCCAG Arg Codon ATAGACTCGA (SEQ ID NO: 74) CRTIOpt GCAAGAGCAGCAAACTGGGC CGA AGA Rare Arg Mismatch CCCTGATCGAATCGATAACC Codon to ATCTCTCTCGATTAAAGAGC Abundant ATCGACCTCCGGAGTAGTCG Arg Codon TTCTTCTCGA (SEQ ID NO: 75) CRTIko TCCGGAGTAGTCGTTCTTCT TAT TAGT Nonsense Insertion CGAACACCGTGACCTGGAAA Codon CCTTCATTTAGCAAGACGAG CGGCAGTGGCGATTCCACCG ATACCACATC (SEQ ID NO: 76) CrtYB2Strt GGAGAGTATAGATCAGATGG ATG GTG Start Mismatch ATCTGGTAATATGCGAGAGC Codon CGTCACTTTTGTTTGTTTAT GTGTGTTTATTCGAAACTAA GTTCTTGGTG (SEQ ID NO: 77) CrtYB2Rarc CGGACGATCTAGTCTTGGGA AGG CGG Arg Codon Mismatch AGCGCGAGAGATGGGAGAAG to Rare GTGCCGAGTTGCCAAGACGT Arg Codon AGACCAAGCCGGTGATTACG GTTTGAATGA (SEQ ID NO: 78) CrtYB20pt GATACACCGTCGGGATCATG CGA AGA Rare Arg Mismatch ATTGCTGCAATAGTTGACTT Codon to TGCTCTGCCACTTTTCCAAT Abundant CGAAAGCATATTCGCCTGAT Arg Codon AATGCTGCCA (SEQ ID NO: 79) CrtYB2ko GCTGATGGATATGTCCATGC TAT TAGT Nonsense Insertion GCCATTTCTGATGATCCATG Codon AGTCCTCATGGTGTGGTTGC ACTAAACGCAATAAATACGA GGATCGATAT (SEQ ID NO: 80) crtYB04M TCCGCTGATGGATATGTCCA GGGACT GGGGCTCA crtYB Mismatch TGCGCCATTTCTGATGATCC CA Active ATGAGCCCCATGGTGTGGTT Site GCACTAAACGCAATAAATAC GAGGATCGAT (SEQ ID NO: 81) HMGIStrt AGTAAAAGACTTCTTGGTGA ATG GTG Start Mismatch CTTCAGTTTTCACCAATTGG Codon TCCACTTATTAATTGATATA AACGTAGTTTTGTATGTTTC TTTGATTTGA (SEQ ID NO: 82) HMG1Rare CAGATGCTAATACAGGAGCT AGG CGG Abundant Mismatch TCTGCCAAAATTGAAAGAGC Arg Codon CTTCCGACGTACCGCAACCG to Rare CTCTCGTAGTATCACCTAAT Arg Codon TTTTTCTCCA (SEQ ID NO: 83) HMG1Opt AATTCTTCTAAAGGACGTAT CGC AGA Rare Arg Mismatch TTTCTTATCCAAGCTTTCAA Codon to TATCTCTGGAATCATCTTCC Abundant TCACTAGATGATGAAGGTCC Arg Codon TGATGAGCTC (SEQ ID NO: 84) HMG1ko ACGTATTTTCTTATCCAAGC TAT TAGT Nonsense Insertion TTTCAATATCGCGGGAATCA Codon TCTTCACTCACTAGATGATG AAGGTCCTGATGAGCTCGAT TGCGCAGATG (SEQ ID NO: 85) Terminators Terminator ssODNs ttCIT1InpA ATATAAATTATAAACTACTC CAAACA CAATTATT Poly A Insertion ATTCGTATATGAAAATACGT ACA (SEQ signal GTAATAATTGAATAGTCGCA ID NO: site TACCCTGAATCAAAAATCAA 134) ATTTTCCT (SEQ ID NO: 86) ttACS2InpA TAGAGCAAAAGTTGGGAAAA CTCCTT CTCTTATT Poly A Insertion TAGAAAATAGAAAACAGAAA CTT (SEQ signal AGAATAAGAGCGAAATTTTA ID NO: site TCTCATTACGAAATTTTTCT 135) CATTTAAGT (SEQ ID NO: 87) ttASC1DpA AAATATAGAAATTATTTTCT TAGTTA TAGGGT Putative Deletion TTATTTTTACCATTTTAAAC TTGGT Poly A ATGACCCTAGAAGATACATA (SEQ signal AAAGAACAAATGAACTTTAT ID NO: site ACATATTCTC (SEQ ID 114) NO: 88) ttASC1DpAb ACTTCGAAATCTATGACGAT AAAAAT AAATTT Putative Deletion TATATTATACACTAAAATAT AAAGAA Poly A AGAAATTTACCATTTTAAAC AATAAT signal ATGACCAATAACTAGAAGAT TT site ACATAAAAGA (SEQ ID (SEQ NO: 89) ID NO: 115) Gal4Set Gal4 TFBS ssODNs Msn2aG4 AATGTAAGTTTCACGAGGTT AAGGG- ACGGAAGA TFBS Replaces CTACTAAACTAAACCACCGG ------ CTCTCCTC TFBS with AGGAGAGTCTTCCGTGGTTA -----G CGG (SEQ Gal4 TFBS GAAGAAAAGAGTGTGTGAGA G ID NO: ACAGGCTGTT (SEQ ID 136) NO: 90) Msn2bG4 GGAGATCACAGTGGGCATCA GAAAGG GACGGAAG TFBS Replaces TAGCATGTGGTACTAAACGG ------ ACTCTCCT TFBS with AGGAGAGTCTTCCGTCCCGC ------ CCGT Gal4 TFBS CATTCCAGAACCTTCGATTG GT (SEQ ID CTTGTTACAA (SEQ ID NO: 137) NO: 91) Hsf1G4 GGGGCATCATAGCATGTGGT TC---G TCACGGAA TFBS Replaces ACTAAACCCTTTCCCGCCGG AAGGTT GACTCTCC TFBS with AGGAGAGTCTTCCGTGATTG CTGGAA TCCGG Gal4 TFBS CTTGTTACAAAACCTGTGAG TGG (SEQ ID CCGTCGCTAG (SEQ ID (SEQ NO: 138) NO: 92) ID NO: 116) phd1aG4 AAGAATTGGAGAGAAAAAAA GTGT-- ACGGAAGA TFBS Replaces GATGCTTTTAGAAAATACGG ------ CTCTCCTC TFBS with AGGAGAGTCTTCCGTATTTC ----CT CGT(SEQ Gal4 TFBS CCGGAACAATCAATTATTTC T ID NO: CATCACAATC (SEQ ID 137) NO: 93) phd1bG4 GTACTATTTATATTAAATGG AGGTAC ACGGAAGA TFBS Replaces TGAATGAAGCAACGCACGGA ------ CTCTCCTC TFBS with GGAGAGTCTTCCGTCAAAGA ------ CGT (SEQ Gal4 TFBS GGTTGGAGACATATTCACCC T ID NO: TTACAGCAAA (SEQ ID 137) NO: 94) adrlG4 AAATGGTGAATGAAGCAACG GTC--- GACGGAAG TFBS Replaces CAGTACCTCAAAGAGGCGGA ------ ACTCTCCT TFBS with GGAGAGTCTTCCGTCATATT ---TCC CCG (SEQ Gal4 TFBS CACCCTTACAGCAAACCTTT AAC ID NO: TTTTTCCTTT (SEQ ID 139)-C NO: 95) Msn2aG4 TCAATACCTACCGTCTTTAT ATT--- ATTACGGA TFBS Replaces ATACTTATTAGTCAAGCGGA ------ AGACTCTC TFBS with GGAGAGTCTTCCGTAATAAT ---CCC CTCCGCTT Gal4 TFBS TTCAGGGAACTGGTTTCAAC CTACTT (SEQ ID CTTTTTTTTC (SEQ ID NO: 140) NO: 96) Msn2bG4 CTCCATTGAGGTTGTGCCCG AACAGG AAACGGAA TFBS Replaces TTTTTTGCCTGTTTGTGCGG G----- GACTCTCC TFBS with AGGAGAGTCTTCCGTTTCTC ------ TCCGC Gal4 TFBS TGTAGTTGCGCTAAGAGAAT -GC (SEQ ID GGACCTATGA (SEQ ID NO: 141) NO: 97) Orc1G4 GTAGGGGAATAATTTCAGGG TT--GG TTACGGAA TFBS Replaces AACTGGTTTCAACCTTCGGA AAAAAG GACTCTCC TFBS with GGAGAGTCTTCCGTAAATCA CTGAAA TCCGAA Gal4 TFBS GAGAGAGCAGAAGGTAATAG AAAAAG (SEQ ID AAGGTGTAAG (SEQ ID G (SEQ NO: NO: 98) ID NO: 142)-GG 117) gln3G4 AAACCAGCATTAACTAAAGA AGG--- AGGACGGA TFBS Replaces TGATAAAAATAAAATTCGGA ------ AGACTCTC TFBS with GGAGAGTCTTCCGTCCTTAA TTTCTT CT (SEQ Gal4 TFBS TTGGATATACAAAAATACAC ACCTAA ID NO: TGGAGGCACA (SEQ ID (SEQ 143)-CCG NO: 99) ID NO: AA 118) Ace2G4 AGAGGAGAACCGCACAGAAA GCTGGT GACGGAAG TFBS Replaces GCAGCAGAAACAGAGCCGGA TT---- ACTCTCCT TFBS with GGAGAGTCTTCCGTCATTAA ------ CCGGC Gal4 TFBS CTAAAGATGATAAAAATAAA -GC (SEQ ID ATTAGGTAAG(SEQ ID NO: 144) NO: 100)
[0177] Unless defined otherwise, all technical and scientific terms used herein have the same meanings as commonly understood by one of skill in the art to which the disclosed invention belongs. Publications cited herein and the materials for which they are cited are specifically incorporated by reference.
[0178] Those skilled in the art will recognize, or be able to ascertain using no more than routine experimentation, many equivalents to the specific embodiments of the invention described herein. Such equivalents are intended to be encompassed by the following claims.