Specificity, flexibility and valence of DNA bonds for guided emulsion architecture
09861569 ยท 2018-01-09
Assignee
Inventors
- Jasna Brujic (New York, NY, US)
- Lang Feng (Jersey City, NJ, US)
- Lea-Laetitia Pontani (New York, NY, US)
- Paul Chaikin (Pennington, NJ, US)
Cpc classification
A61K8/0241
HUMAN NECESSITIES
A61K8/64
HUMAN NECESSITIES
International classification
A61K8/64
HUMAN NECESSITIES
Abstract
A method of forming an end product by self-assembly of a first component having a patch of a linker component, such as DNA strands, cadherins, adhesive proteins and nanoparticle linkers. Such emulsions can be used to process personal care products, skin cremes, foods and animal feedstocks.
Claims
1. A method of self-assembly to form end product, comprising the steps of: providing a first emulsion droplet for assembly; providing a second emulsion droplet for assembly; providing a first linker comprising a colloidal nanoparticle which can be coupled to the first emulsion droplet; forming a first patch, comprising the first linker, between the first emulsion droplet and the second emulsion droplet.
2. The method as defined in claim 1 wherein pseudo-bonding valency is established for the linker components.
3. The method as defined in claim 2 wherein a valency of 2 enables formation of flexible polymers of emulsion droplets.
4. The method as defined in claim 2 wherein a pseudo-valency of 4 enables formation of rigid polymer networks.
5. The method as defined in claim 1 wherein the first linker further comprises a plurality of single stranded DNA, attached to the colloidal nanoparticle, having a first sequence and further wherein the first emulsion droplet and the second emulsion droplet each have attached thereto a plurality of single stranded DNA having a second sequence, the second sequence and the first sequence being complementary.
6. The method as defined in claim 1 further including the step of mixing the end production with a personal care product matrix.
7. The method as defined in claim 1 further including the step of mixing the end product with a food product matrix.
8. The method as defined in claim 1 wherein the end production consists of an amorphous material having selectable rheological properties, thereby enabling processing of the end product to operate consumer products having desired properties.
9. The method as defined in claim 1 further including the step of cycling temperature of the end product.
10. The method as defined in claim 1 wherein the linker component comprises DNA strands further including the step of increased coverage of the DNA strands on the first component, thereby enabling tuning of reversibility of self-assembly.
11. A method of self-assembly to form end product, comprising the steps of: providing an emulsion having a plurality of emulsion droplets and a plurality of linkers, wherein each linker comprises a nanoparticle having attached thereto a first DNA strand and a second DNA strand and the concentration of the plurality of linkers is selected to provide a desired valency; providing a first linker and a second linker of the plurality of linkers, each of the first linker and the second linker engagable with the plurality of emulsion droplets and engageable with each other; engaging the first DNA strand with a first emulsion droplet of the plurality of droplets; engaging the second DNA strand with a second emulsion droplet of the plurality of droplets; forming a patch between the first emulsion droplet and the second emulsion droplet comprising the first DNA strand, the nanoparticle, and the second DNA strand; engaging the first emulsion droplet with additional emulsion droplets to achieve the desired valency and creaming the emulsion forming a floppy network of the plurality of emulsion droplets interconnected by a plurality of patches.
12. The method of claim 11, wherein the emulsion has a ratio of 5 to 1 of the plurality of linkers to the plurality of droplets, whereby a linear assembly is formed.
13. The method of claim 11, wherein the emulsion has a ratio of 100 to 1 of the plurality of linkers to the plurality of emulsion droplets, whereby a folded assembly is formed.
14. The method of claim 11, further comprising selecting a valency for the floppy network.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
(1)
(2)
(3)
data are fitted by the model (dashed lines) on
(4)
(5)
(6)
(7)
(8)
(9)
(10)
This value as well as d.sub.patch are used in the main text in
(11)
(12)
DETAILED DESCRIPTION OF PREFERRED EMBODIMENTS
(13) Various methods and chemical components were implemented and are described herein to illustrate details of preferred embodiments. A number of valence values were used to control size and architecture development for product materials. These advantageous features and attributes will be illustrated by the following description and examples.
(14) A model emulsion system using DNA as an example linker system is shown in
(15) The thermal reversibility of DNA interactions in these systems allows switching the adhesion between droplets on and off by cycling the temperature above and below the DNA melting temperature of T.sub.m=50 C. At room temperature, complementary emulsions are mixed together and diffuse to form adhesive clusters (see
(16) When complementary droplets meet, their DNA strands hybridize to form double-stranded (ds) DNA. Therefore, the presence of green and red streptavidin, associated with each DNA strand, lead to yellow adhesion patches in regions of hybridization, as shown in
(17) Another way to increase the binding strength, as well as the number of patches per droplet, is to increase the DNA coverage on the droplets, C, as shown in the 3D perspective images in
(18) In one preferred embodiment a model of the experimental observation is implemented by a statistical mechanic model. It is based on the assumption that binders are recruited into the contact area until the binding energy balances the energy cost upon droplet deformation and the entropy penalty due to the immobilization of the DNA tether in the patch. Consider two complementary emulsion droplets with the same radius Re and DNA surface density N.sub.0/(4R.sub.e.sup.2), where N.sub.0 is the total number of DNA on the droplet. The two droplets interact to form an adhesive patch of radius r.sub.p and deformation angle =r.sub.p/R, as shown in
FE.sub.DNA2T(S.sub.+S.sub.)+E.sub.deformF.sub.unbound(1)
where E.sub.dna is the binding energy, T is the temperature, S is the entropy of binding and E.sub.deform is the energy cost to deform the interface. Subscripts and indicate the binding patch region and the unbound surface, respectively. In the dilute case, S.sub.=kN.sub.ln [C.sub./C.sub.0] where C.sub.=N.sub./r.sub.p.sup.2] is the surface density of DNA in the adhesive patch and C.sub.0 is the reference concentration, which cancels out in the calculation. The binding free energy for the mobile DNA patch is estimated in mean field: E.sub.DNA,=N.sub.[G.sub.DNATS.sub.rk.sub.BT ln(A.sub.wC.sub.)], where G.sub.DNA is the free energy of hybridization of free DNA in solution, S.sub.r is the entropy loss due to rotational constraints of hybridized DNA strands at low temperature, A.sub.w the area in which two DNA strands can move relative to each other when hybridized and ln(A.sub.wC.sub.) is the translational entropy penalty for two DNA strands bound in the patch. The deformation energy is given by E.sub.deform=R.sub.e.sup.2.sup.4/2, where is the surface tension. Since there are only two independent parameters in the problem, C.sub. and r.sub.p, the global energy is minimized to obtain the profile of C.sub.(C.sub., A.sub.w) and (C.sub., A.sub.w):
(19)
assuming that the binding free energy G.sub.DNA, the surface tension , the streptavidin size A.sub.strep and the temperature T are kept constant. Since the double stranded tether is much longer and can reach as far as 26 nm, further than that of the single stranded tether of 4.5 nm, the area of relative motion of bound DNA strands, A.sub.w, is also much larger, estimated to be 2000 nm.sup.2 compared to only 60 nm.sup.2. Therefore, the dsb case loses less entropy upon binding which quantitatively explains the 1.6 fold larger average patch size, as shown in
(20) The fluidity of the droplet surface enables rearrangements in bound structures and allows for the self-assembly of programmable geometries. Adhesion patches are free to diffuse despite the high binding energy of 20000 DNA connections in an average-sized patch with a 1.6 m diameter.
(21) Allowing the emulsions to cream to the surface assembles floppy networks of bound droplets that are organized by the specificity of the DNA bonds, as shown in
(22) Alternatively, the complementary colloid-emulsion hybrid system, as shown in
(23) Self-assembly of thermal emulsion polymer chains can be achieved with programmable droplet interactions using DNA interactions, cadherins and selected nanoparticles. Controlling the number of binders and the length of the chain one can obtain divalent, trivalent and multivalent structures. In addition, the mobility of adhesive patches within these structures allows them to evolve into geometries that are governed by the underlying free energy landscape. Furthermore, such interactions allow one to program the shape of the free energy landscape through the control of bond specificity, strength, flexibility and valency. This system promises to become a highly advantageous system and method for producing products by directed self-assembly because it has the potential of building intelligently designed materials, such as colloidal crystals or artificial self-replicating materials, with no external inputs. These materials and methods can be used for a variety of commercial applications including, without limitation, controlled formation of personal care products, food processing, skin creams, pharmaceutical products, foods and animal feedstocks.
(24) Various embodiments are described in the general context of method steps, which may be implemented in one embodiment by a computer 100 having an embedded program in a non-transitory storage medium 200 and including computer-executable instructions, such as program code, executed by the computer 100 in networked environments or in the cloud 300. In
(25) Software and web implementations of the present invention could be accomplished with standard programming techniques with rule based logic and other logic to accomplish the various database searching steps, correlation steps, comparison steps and decision steps. It should also be noted that the words component and module, as used herein and in the claims, are intended to encompass implementations using one or more lines of software code, and/or hardware implementations, and/or equipment for receiving manual inputs.
(26) The following non-limiting Examples illustrate selected aspects of the invention.
EXAMPLE I
(27) Synthesis of Biomimetic Emulsion:
(28) The protocol for the emulsion preparation is a conventional, well known methodology. The oil droplets are stabilized with egg L--phosphatidylcholine (EPC) lipids and the DSPE-PEG(2000) biotinylated lipids from Avanti Polar Lipids at a molar ratio of 92:8, respectively. After cooling to room temperature the lipid containing oil (10 mL) can be emulsified in two different buffers to reach different droplet sizes. Athermal droplets are obtained when emulsified in a buffer containing 5 mMSDS and w.sub.t=18% dextran and sheared at 22 rpm in the narrow gap coquette mixer. Smaller droplets sizes are obtained with a buffer containing 5 mMSDS and w.sub.t=4.5% alginate and a shearing rate of 30 rpm. The resulting emulsions are stable over several weeks at 4 C.
(29) DNA coated emulsion preparation: The emulsion is first coated with two different fluorescent streptavidins: Alexa Fluor 488 and Alexa Fluor 633 streptavidin (Molecular Probes). 100 L of emulsion is mixed with 10 L of 1 mg/mL streptavidin and 300 L of buffer containing 2 mM Tris pH=7 and 1 mM SDS. The solution is incubated 1 h at 4 C. and then washed twice with the same buffer, before a final wash in the DNA buffer (1 mM SDS, 5 mM PBS, 4 mM MgCl2). The DNA can then be added to the streptavidin coated emulsion: 10 L of 50 M DNA is added to the solution and incubated 1 h at room temperature. The remaining unbound DNA is finally washed three times in the DNA buffer. One type of fluorescent streptavidin is specifically associated with one DNA strand in order to distinguish them by microscopy.
(30) DNA Constructs:
(31) The S strand has a sequence: 5-BiotinTEG-49bp backbone-GGATGAAGATG-3 (SEQ ID NO: 1);
(32) The S strand has a sequence: 5-BiotinTEG-49bp backbone-CATCTTCATCC-3 (SEQ ID NO: 2);
(33) The CS strand complementary to the backbone: 5-TCG TAA TGA AAG GCA GGG CTC TCT GGA TTG ACT GTG CGAAGG GTA GCG AT-3 (SEQ ID NO: 3)
(34) TEG: Tetra-Ethylene Glycol
(35) Confocal microscope: The samples are imaged using a fast scanning confocal
(36) microscope (Leica TCS SPS 11).
(37) Light microscope with a temperature stage: A Leica DMRXA microscope with Qimaging Retiga 1300 camera is used to obtain microscopic images. A temperature stage is built on the light microscope to provide fast in-situ temperature control. Briefly, 1000 ITO glass is placed on a 3 mm thick copper plate, two ends of which are connected to peltiers (2.5 cm by 2.5 cm) then to a thermal sink with constant temperature. With LakeShore DRC 93C Temperature Controller and LakeShore PT-111 temperature sensor, we are able to control and detect the temperature with <0.5 C. relative error.
EXAMPLE II
(38) Consider two interacting droplets of the same radius R and coated with complementary strands of DN, when two DNA strands from opposite surfaces bind together, they gain binding energy but lose entropy due to the spatial constraint into the patch. The system also endures a deformation energy cost to allow the droplets to deform and form the adhesion patch area.
(39) First we use the simple lattice model (or box model) to get the entropy of molecules in a non-dilute solution. Given the total area S.sub.total, the molecule (streptavidin) size A.sub.strep, the number of streptavidins N and the total number of sites available on the droplet surface N.sub.0=S.sub.total A.sub.strep where (move down to be on same line)
(40)
the total number of configurations reads:
(41)
(42) Using the Stirling's formula the entropy is approximated to:
(43)
(44) With the binding energy for a pair of DNA sticky ends (move down on same line) G.sub.DNA=F.sub.DNATS.sub.DNA, the deformation energy of the droplet [2] and the entropy term derived in Equation (2), we can write down the global free energy difference between the bound state and the non-interacting droplets state as follows:
F=E.sub.DNA,2(TS.sub.+TS.sub.)+E.sub.deformationF.sub.unbound(5)
(45) The subscript refers to the adhesive patch region while refers to the non-interacting region on the rest of the droplet surface. Since two droplets interact to form a patch, the entropy term has to be taken into account twice which justifies the prefactor.
(46) The energy terms in Equation (3) can be written:
(47)
(48) The entropy and the deformation energy in Equation (3) can be written:
(49)
(50) Where r.sub.p is the radius of the enriched patch; is defined as the deformation angle r.sub.p/R; is the surface tension of the emulsion; N_+N_=N gives the total number of streptavidins, N.sub. of them being in the binding patch; (try to move all these inserts to be level with line) N.sub.+N.sub.=N.sub.=4R.sup.2/A.sub.strep gives the total number of biotin sites on a emulsion, while N.sub.=r.sub.p.sup.2/A.sub.strep is the number of sites available in the patch area; C.sub.=N.sub./(r.sub.p.sup.2) is the concentration of streptavidin in the patch; A.sub.w is the area over which two bound DNA strands could move relative to each other while remaining hybridized; S.sub.r and k ln(A.sub.wC.sub.) are the configurational entropy lost due to rotational and translational confinement of hybridized DNA sticky ends, respectively.
(51) We now minimize this global free energy F with respect to two independent parameters in the equations: N.sub. and N.sub.. Note that we could conversely use the two independent parameters C.sub. and r.sub.p instead, which would result in the same equations.
(52) The first equation leads to the chemical potential equilibrium. In the strong binding case where F.sub.DNATS.sub.DNATS.sub.r at least a few kT, this first equation can be simplified as follows:
(53)
The second equation reads:
(54)
(55) The resulting N.sub. and N.sub., directly leading to values of r.sub.p and C.sub./C.sub., can be solved numerically which allows the comparison with our experimental values for the patch size r.sub.p and contrast C.sub./C.sub.. These analytical solutions are obtained under the approximation that there is an infinite dilute reservoir with a constant supply N.sub./N.sub.=Const=d. This approximation is reasonable for our experimental condition, since N.sub./N.sub.<0.1 and the relative change in C.sub. is less than 10%, even with the most enrichment condition.
(56) As a result, the approximate solution to Equation (8) is:
(57)
(58) Where =G.sub.DNATS.sub.rkT, b=kT, c=A.sub.w/A.sub.strep. This expression is directly linked to the measured patch intensity contrast
(59)
Since we know the relation N.sub.=r.sub.p.sup.2/A.sub.strep, Equation (9) directly gives us:
(60)
(61) We can now compare our experimental values to the ones found analytically here.
(62) For the DNA sequence used in the experiments, G.sub.DNA=F.sub.DNATS.sub.DNA is 20 kT at room temperature, and the experimental value for TS.sub.r are 14.6 kT for the double-stranded backbone DNA and 14.8 kT for the single-stranded backbone one. We therefore use the same fitting parameters for both the ssb and dsb case. A.sub.w/A.sub.strep34 dsb while it is only A.sub.w/A.sub.strep1 for ssb DNA. This discrepancy is due to the different rigidities of the DNA strands: double stranded DNA is more rigid and rod-like and can thus reach a large number of strands on the opposite surface, whereas single stranded DNA behaves as a very exible polymer in our buffer conditions, with a persistent length of 2 nm leading to a smaller end-to-end distance of 6 nm, 15 mN/m for phospholipid emulsions co-stabilized with 1 mM SDS. With a streptavidin size of A.sub.strep=60 nm.sup.2 and the initial streptavidin surface concentration of 1400/m.sup.2, this leads to d.sub.min0.09.
(63) Experimentally we vary the DNA surface density d=N.sub.DNA/N.sub.max by changing the amount of DNA introduced in the system N.sub.DNA1 pmol, 2 pmol, 4 pmol, 8 pmol, 20 pmol or 80 pmol. An ideal emulsion packing of 30 L, as used in this experiment, can bind up to N.sub.max30 pmol of DNA. Nevertheless the experiments require two washing steps of the emulsions before DNA conjugation, which is suspected to significantly reduce this number.
(64) As a result, all the data in
Polydisperse Emulsion Droplets Interaction
(65) In the approximation of infinite reservoir, the only radius dependent term in the above set of equations are from the deformation energy. The deformation energy of the emulsions should be corrected as:
(66)
with different radius of contacting emulsions, R1 and R2, in the lowest order approximation. We define a square-averaged radius
(67)
so that
(68)
and we can use all the equations in the previous section replacing R with <R>, as plotted or used in main text
Linear Regression, Additional Geometry and Diffraction Limit
(69) We fit d.sub.p as a function of <R> with a simple linear regression relation rather than a line d.sub.p=R going through the origin as suggested by our model. The origin of this choice lies in geometrical arguments. Indeed the DNA constructs can be stretched, which leads to enrichment outside of the geometrically predicted adhesion patch. This additional area leads to a geometric factor
(70)
contributing to me paten size. Both double-stranded and single-stranded DNA can extend up to L12 nm as estimated respectively from conventional teachings and a worm like chain model. This leads to an entropy loss of 23 kT which reduces DNA concentration by half
(71) As a result the model is modified to include this additional term:
(72)
(73) The estimate for the respective intersections for dsb and ssb DNA give the values of L/80 nm and 160 nm, which are smaller than the experimental values of 150 nm (dsb) and 210 nm (ssb) that are certainly fixed by our experimental diffraction limit of 150 nm.
(74) Nevertheless, the fitting curves with either
(75)
are similar with the data shown in
(76) The foregoing description of illustrative embodiments has been presented for purposes of illustration and of description. It is not intended to be exhaustive or limiting with respect to the precise form disclosed, and modifications and variations are possible in light of the above teachings or may be acquired from practice of the disclosed embodiments. It is intended that the scope of the invention be defined by the claims appended hereto and their equivalents.