INTEGRATED MICROFLUIDIC PROBE (iMFP) AND METHODS OF USE THEREOF
20230238231 · 2023-07-27
Inventors
Cpc classification
International classification
Abstract
The microfluidic probe is configured for nano spray desorption electro spray ionization (nano-DESI) with fixed positioning of the channels therein for consistent and stable formation of a liquid bridge for nano-DESI and mass spectrometry imaging (MSI). The microfluidic probe may incorporate a shear force probe for sensing and maintaining a desired distance between the probe and the sample surface being analyzed. The microfluidic probe includes a primary solvent channel and a spray channel intersecting at a fixed orientation relative to each other at an opening in a tip of the probe. The microfluidic probe is constructed from a plastic material.
Claims
1. A system for analyzing a sample on a surface, the system comprising: a probe comprising a primary channel and a spray channel intersecting at a fixed orientation relative to each other at an opening in a tip of the probe, the probe is constructed from a plastic material, wherein the probe is operable to create a liquid bridge at the opening between the primary channel, the spray channel, and the surface where the opening is located proximal to the surface and a liquid is flowed through the primary channel into the spray channel across the opening; and a nanospray emitter in fluid communication with the opening via the spray channel.
2. The system of claim 1, wherein the plastic material is a thermoplastic material.
3. The system of claim 2, wherein the thermoplastic material is at least one of cyclic olefin copolymer, cyclic olefin polymer, cyclic block copolymer, polymethylmethacrylate, polycarbonate, polystyrene, polyvinyl chloride, polyethylene terephthalate glycol, polyethylene, polyimide, styrene copolymer, parylene C, polytetrafluoroethylene, polydimethylsiloxane, and epoxies.
4. The system of claim 3, wherein the thermoplastic material consists essentially of cyclic olefin copolymer.
5. The system of claim 1, wherein the metal wire is a copper wire.
6. The system of claim 1, wherein the metal wire is around 100 μm in diameter.
7. A microfluidic probe for mass spectrometry imaging comprising a system according to claim 1.
8. A first method for fabricating a system for analyzing a sample, the method comprising: disposing a metal wire on a first thermoplastic sheet; sandwiching the metal wire on the first thermoplastic sheet between a first glass wafer and a second glass wafer, thus forming an assembly; heating the assembly; cooling the assembly; removing the wire from the assembly, thus forming a channel in the assembly; plasma treating the assembly and a second thermoplastic sheet; and coupling the assembly to the second thermoplastic sheet, thus forming the system.
9. The first method of claim 8, wherein the step of heating the assembly includes placing the assembly in one of a double-sided hot plate and an oven.
10. The first method of claim 8, further comprising a step of forming a sampling port on the system.
11. The first method of claim 10, wherein the sampling port is formed by shearing and polishing an edge of the system.
12. The first method of claim 8, further comprising a step of forming a nanospray emitter on the system.
13. The first method of claim 8, wherein the assembly is coupled to the second thermoplastic sheet via a hot press.
14. The first method of claim 12, wherein the nanospray emitter is formed by shearing and polishing an edge of the system.
15. The first method of claim 8, wherein at least one of the first thermoplastic sheet and the second thermoplastic sheet includes a cyclic olefin copolymer material.
16. A second method for fabricating a system for analyzing a sample, the method comprising: disposing a metal wire in a predetermined position; disposing the positioned metal wire on a glass wafer, thus forming a molded metal wire pattern; disposing a thermoplastic sheet on the molded metal wire; and imprinting the molded metal wire pattern into the thermoplastic sheet, thus forming the system.
17. The second method of claim 16, wherein the molded metal wire pattern is imprinted into the thermoplastic sheet via a hot press.
18. The second method of claim 16, further comprising a step of aligning the system at a mass spectrometer inlet.
19. The second method of claim 16, wherein the metal wire includes a plurality of metal wires, thus forming a plurality of systems with a single thermoplastic sheet.
20. The first method of claim 16, wherein the thermoplastic sheet includes a cyclic olefin copolymer material.
Description
DRAWINGS
[0025] The drawings described herein are for illustrative purposes only of selected embodiments and not all possible implementations and are not intended to limit the scope of the present disclosure.
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DETAILED DESCRIPTION
[0072] The following description of technology is merely exemplary in nature of the subject matter, manufacture, and use of one or more inventions, and is not intended to limit the scope, application, or uses of any specific invention claimed in this application or in such other applications as may be filed claiming priority to this application, or patents issuing therefrom. Regarding methods disclosed, the order of the steps presented is exemplary in nature unless otherwise disclosed, and thus, the order of the steps can be different in various embodiments, including where certain steps can be simultaneously performed.
I. Definitions
[0073] Unless otherwise defined, all technical terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which the present disclosure pertains.
[0074] As used herein, the terms “a” and “an” indicate “at least one” of the item is present; a plurality of such items may be present, when possible. Except where otherwise expressly indicated, all numerical quantities in this description are to be understood as modified by the word “about” and all geometric and spatial descriptors are to be understood as modified by the word “substantially” in describing the broadest scope of the technology. “About” when applied to numerical values indicates that the calculation or the measurement allows some slight imprecision in the value (with some approach to exactness in the value; approximately or reasonably close to the value; nearly). If, for some reason, the imprecision provided by “about” and/or “substantially” is not otherwise understood in the art with this ordinary meaning, then “about” and/or “substantially” as used herein indicates at least variations that may arise from ordinary methods of measuring or using such parameters. In the present disclosure the terms “about” and “around” may allow for a degree of variability in a value or range, for example, within 10%, within 5%, or within 1% of a stated value or of a stated limit of a range. Likewise, in the present disclosure the term “substantially” can allow for a degree of variability in a value or range, for example, within 90%, within 95%, or within 99% of a stated value or of a stated limit of a range.
[0075] Although the open-ended term “comprising,” as a synonym of non-restrictive terms such as including, containing, or having, is used herein to describe and claim embodiments of the present technology, embodiments may alternatively be described using more limiting terms such as “consisting of” or “consisting essentially of.” Thus, for any given embodiment reciting materials, components, or process steps, the present technology also specifically includes embodiments consisting of, or consisting essentially of, such materials, components, or process steps excluding additional materials, components or processes (for consisting of) and excluding additional materials, components or processes affecting the significant properties of the embodiment (for consisting essentially of), even though such additional materials, components or processes are not explicitly recited in this application. For example, recitation of a process reciting elements A, B and C specifically envisions embodiments consisting of, and consisting essentially of, A, B and C, excluding an element D that may be recited in the art, even though element D is not explicitly described as being excluded herein.
[0076] As referred to herein, disclosures of ranges are, unless specified otherwise, inclusive of endpoints and include all distinct values and further divided ranges within the entire range. Thus, for example, a range of “from A to B” or “from about A to about B” is inclusive of A and of B. Disclosure of values and ranges of values for specific parameters (such as amounts, weight percentages, etc.) are not exclusive of other values and ranges of values useful herein. It is envisioned that two or more specific exemplified values for a given parameter may define endpoints for a range of values that may be claimed for the parameter. For example, if Parameter X is exemplified herein to have value A and also exemplified to have value Z, it is envisioned that Parameter X may have a range of values from about A to about Z. Similarly, it is envisioned that disclosure of two or more ranges of values for a parameter (whether such ranges are nested, overlapping, or distinct) subsume all possible combination of ranges for the value that might be claimed using endpoints of the disclosed ranges. For example, if Parameter X is exemplified herein to have values in the range of 1-10, or 2-9, or 3-8, it is also envisioned that Parameter X may have other ranges of values including 1-9, 1-8, 1-3, 1-2, 2-10, 2-8, 2-3, 3-10, 3-9, and so on.
[0077] When an element or layer is referred to as being “on,” “engaged to,” “connected to,” or “coupled to” another element or layer, it may be directly on, engaged, connected, or coupled to the other element or layer, or intervening elements or layers may be present. In contrast, when an element is referred to as being “directly on,” “directly engaged to,” “directly connected to” or “directly coupled to” another element or layer, there may be no intervening elements or layers present. Other words used to describe the relationship between elements should be interpreted in a like fashion (e.g., “between” versus “directly between,” “adjacent” versus “directly adjacent,” etc.). As used herein, the term “and/or” includes any and all combinations of one or more of the associated listed items.
[0078] Although the terms first, second, third, etc. may be used herein to describe various elements, components, regions, layers and/or sections, these elements, components, regions, layers and/or sections should not be limited by these terms. These terms may be only used to distinguish one element, component, region, layer or section from another region, layer, or section. Terms such as “first,” “second,” and other numerical terms when used herein do not imply a sequence or order unless clearly indicated by the context. Thus, a first element, component, region, layer, or section discussed below could be termed a second element, component, region, layer, or section without departing from the teachings of the example embodiments.
[0079] Spatially relative terms, such as “inner,” “outer,” “beneath,” “below,” “lower,” “above,” “upper,” and the like, may be used herein for ease of description to describe one element or feature's relationship to another element(s) or feature(s) as illustrated in the figures. Spatially relative terms may be intended to encompass different orientations of the device in use or operation in addition to the orientation depicted in the figures. For example, if the device in the figures is turned over, elements described as “below,” or “beneath” other elements or features would then be oriented “above” the other elements or features. Thus, the example term “below” can encompass both an orientation of above and below. The device may be otherwise oriented (rotated 90 degrees or at other orientations) and the spatially relative descriptors used herein interpreted accordingly.
II. Description
[0080] The present disclosure provides systems and methods that allow for nanospray desorption electrospray ionization (nano-DESI) analysis, including mass spectrometry imaging (MSI) with high spatial resolution and with substantially higher robustness and throughput than current nano-DESI techniques. Probes are provided that incorporate primary and spray channels in a single probe at a fixed orientation to maintain the precise angles between the channels and height of the solvent volume, which produces a liquid bridge at the channel intersection for sample analysis. The probe can further incorporate shear force or other sensors to measure and maintain the optimum distance between the probe tip and the sample surface for liquid bridge formation and successful analyte desorption.
[0081] Nano-DESI uses localized liquid extraction into a flowing liquid bridge between the surface of a sample and the nano-DESI probe followed by controlled transfer of the analytes into a proximate mass spectrometer. The sample and nano-DESI probe may be moved relative to each other and the analytes obtained at each point can be mapped to provide an image depicting spatial distribution of the analyte within the sample. Nano-DESI can be performed at ambient pressure as opposed to the vacuum requirements of conventional mass spectrometry analysis which allows for coupling with any type of a mass spectrometer and ensures ease of operation since the sample no longer has to be placed in vacuum.
[0082] Nano-DESI, as depicted in
[0083] An exemplary probe of the present disclosure is depicted in
[0084] In order to maintain the desired distance between the primary and secondary capillaries and the sample surface, shear-force microscopy techniques have been employed as shown in
[0085] Systems and methods of the present disclosure incorporate shear force sensors into the probe body itself such that the probe not only fixes the orientation of the primary and spray channels to one another in the desired configuration for liquid bridge formation but can also maintain the optimum distance between the opening of those channels and the sample surface. As shown in
[0086] Two piezoelectric discs can be used for shear force measurement of probe displacement. Using the same position on both sides of the device allows for high signal transmission and improves the sensitivity of the shear force feedback comparable to the performance of a separate shear force probe. Additionally piezoelectric disc positioning can reduce the effect of probe weight on the sensitivity of the shear force probe when positioned near to the sample probe tip.
[0087] In order to minimize the effect of the shape of the sample probe on shear force a sample probe tip cross-section of about 40 μm or below is preferred but larger tips may be used at the expense of spatial resolution. The size of the liquid bridge is important for providing consistent, accurate, and specific results using nano-DESI. The ability to control the size of the liquid bridge formed by the sample probe to the sample surface is a major contribution of the systems and methods described herein and provides a mass spectrum with a high signal to noise ratio and signal stability. The two channels comprising the sample probe produce a liquid bridge between the solvent flowing inside the device and sample surface. The size of the liquid bridge is controlled by the size of the channels forming the liquid bridge and the flow rate of the solvent through the device. In preferred embodiments for producing maximum signal, the height of the triangle abc shown in
[0088] Probes may be produced using standard photolithography technology, including chrome plating, sputtering photoresist, mask fabrication, exposure, and wet etching. Wet etching conditions can be optimized to obtain smooth channel surfaces. The etching rate can be reduced by diluting the etch solution. Dilution with NH4F is preferred to dilution with water because it increases and stabilizes the pH value of the solution, ensuring a relatively slow and constant etch rate. Uniform channel dimensions and smooth wall surfaces can be obtained using an optimized etching solution with the following concentration ratios: BOE (buffer oxide etch solution):H2O:NH4F:HCl=1:7:2.5:0.2, for which the etch rate is ˜0.8 μm/min.
[0089] Exemplary probe formation is diagramed in
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[0091] The device can be fabricated by bonding the glass slide containing etched microfluidic channels with a plain glass slide, which seals the channels. Post-processing of the device requires very strong bonding of the two components. High-temperature bonding is preferred to prevent breakage during post-processing. Other bonding methods such as UV adhesive or anodic bonding can be used but, due to their lower strength, high-temperature bonding is preferred. In order to increase success rates in high-temperature bonding a two-step heating process can be used in a standard muffle oven. The following steps can be used in the preferred heating process. A 5-hour long temperature ramp to 585° C.-595° C. followed by a constant-temperature bonding step for 3 hours. Subsequent cooling of the device also is important. A slow cooling rate is preferred to prevent fractures in the glass slides. The glass slides are preferably held in a horizontal orientation during bonding to avoid deformation and to maintain channel geometry.
[0092] Various types of glass may be used to fabricate the device including soda lime and borosilicate glass. Post-processing can include glass polishing and grinding to produce the nanospray emitter and the sample probe as shown in
[0093] Fluidic ports can be fabricated in the probe using deep etching and partial deep etching technology. Accordingly, commercially available glass capillary with an O.D. (outer diameter) of 360 μm can be seamlessly connected to the 30 μm microfluidic channel of the device with little dead volume and high pressure and temperature tolerance for coupling to a solvent source and introduction of solvent into the primary channel.
[0094] Height of the probe can be between about 0.2 to about 50 mm. Width of the probe can be between about 0.2 mm to about 50 mm. Depth of the probe can be between about 0.2 mm and about 5 mm. In preferred embodiments the probe may be about 1.0 cm tall by 1.0 cm wide and 0.1 cm deep.
[0095] Exemplary excitation spectra corresponding to the natural vibrations of the probe operated in the shear force mode are shown in
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[0099] General nano-DESI MSI methods, as characterized for example in Lanekoff, Analyst, 138, 1971-1978 (2013) and Lanekoff, Anal. Chem., 86, 1872-1880 (2014) (incorporated herein by reference) and in Yin, Nat. Protocols 14, 3445-3470 (2019) can be used with nano-DESI systems and methods of the present disclosure including solvent choices, ion analysis devices, imaging and analysis software, and stage and probe translation devices.
[0100] As one skilled in the art would recognize as necessary or best-suited for the systems and methods of the present disclosure, systems and methods of the present disclosure may include computing devices for controlling the nano-DESI MSI processes including MS analysis, sample and probe manipulation, image assembly, processing, and visualization, as well as other procedures advantageously controlled by a computer. Where used, computers may include one or more of processor (e.g., a central processing unit (CPU), a graphics processing unit (GPU), etc.), computer-readable storage device (e.g., main memory, static memory, etc.), or combinations thereof which communicate with each other via a bus. Computing devices may include mobile devices (e.g., cell phones), personal computers, and server computers. In various embodiments, computing devices may be configured to communicate with one another via a network.
[0101] A processor may include any suitable processor known in the art, such as the processor sold under the trademark XEON E7 by Intel (Santa Clara, Calif.) or the processor sold under the trademark OPTERON 6200 by AMD (Sunnyvale, Calif.).
[0102] Memory preferably includes at least one tangible, non-transitory medium capable of storing: one or more sets of instructions executable to cause the system to perform functions described herein (e.g., software embodying any methodology or function found herein); data (e.g., data to be encoded in a memory strand); or both. While the computer-readable storage device can in an exemplary embodiment be a single medium, the term “computer-readable storage device” should be taken to include a single medium or multiple media (e.g., a centralized or distributed database, and/or associated caches and servers) that store the instructions or data. The term “computer-readable storage device” shall accordingly be taken to include, without limit, solid-state memories (e.g., subscriber identity module (SIM) card, secure digital card (SD card), micro SD card, or solid-state drive (SSD)), optical and magnetic media, hard drives, disk drives, and any other tangible storage media.
[0103] Any suitable services can be used for storage such as, for example, Amazon Web Services, cloud storage, another server, or other computer-readable storage. Cloud storage may refer to a data storage scheme wherein data is stored in logical pools and the physical storage may span across multiple servers and multiple locations. Storage may be owned and managed by a hosting company. Preferably, storage is used to store records as needed to perform and support operations described herein.
[0104] Input/output devices according to the present disclosure may include one or more of a video display unit (e.g., a liquid crystal display (LCD) or a cathode ray tube (CRT) monitor), an alphanumeric input device (e.g., a keyboard), a cursor control device (e.g., a mouse or trackpad), a disk drive unit, a signal generation device (e.g., a speaker), a touchscreen, a button, an accelerometer, a microphone, motors for stage or probe translation, ion analysis devices, a cellular radio frequency antenna, a network interface device, which can be, for example, a network interface card (NIC), Wi-Fi card, or cellular modem, or any combination thereof.
[0105] One of skill in the art will recognize that any suitable development environment or programming language may be employed to allow the operability described herein for various systems and methods of the present disclosure. For example, systems and methods herein can be implemented using Perl, Python, C++, C #, Java, JavaScript, Visual Basic, Ruby on Rails, Groovy and Grails, or any other suitable tool. For a computing device, it may be preferred to use native xCode or Android Java.
DESI, DESI-Imaging, and Non-Destructive Solvents
[0106] As a background, DESI and certain aspects of DESI and it's use with non-destructive solvents is described in U.S. Pat. Nos. 9,546,979 and 9,157,921, the content of each of which is incorporated by reference herein in its entirety. This may be useful if the systems and methods of the present disclosure are used to analyze tissue samples.
[0107] DESI is an ambient ionization method that allows the direct ionization of species from a sample (Takats et al., Science, 306:471-473, 2004 and Takats, U.S. Pat. No. 7,335,897). DESI-MS imaging is described for example in Eberlin et al. (Biochimica Et Biophysica Acta-Molecular And Cell Biology Of Lipids accepted) and Cooks R G, et al. (2011), Faraday Discussions 149:247-267), the content of each of which is incorporated by reference herein in its entirety.
[0108] Use of DESI for imaging is described in Wiseman et al. Nat. Protoc., 3:517, 2008, the content of which is incorporated by reference herein its entirety. In general, for DESI imaging, each pixel yields a mass spectrum, which can then be compiled to create an image showing the spatial distribution of a particular compound or compounds. Such an image allows one to visualize the differences in the distribution of particular compounds in a sample, such as a tissue section. If independent information on biological properties of the sample is available, then the MS spatial distribution can provide chemical correlations with biological function or morphology.
[0109] If tissue sections are being analyzing, one may want to use a liquid phase that does not destroy native tissue morphology. Any liquid phase that does not destroy native tissue morphology and is compatible with mass spectrometry may be used with systems and methods of the present disclosure. Exemplary liquid phases include DMF, ACN, and THF. In certain embodiments, the liquid phase is DMF. In certain embodiments, the DMF is used in combination with another component, such as EtOH, H2O, ACN, and a combination thereof. Other exemplary liquid phases that do not destroy native tissue morphology include ACN:EtOH, MeOH:CHCh, and ACN:CHCh. This is further described for example in U.S. Pat. No. 9,157,921, the content of which is incorporated by reference herein in its entirety.
Liquid Bridges
[0110] A liquid bridge, for example, is a mass of liquid sustained by the action of the surface tension force between two or more supporting structure. Liquid bridges are described for example in WO 2007/091228; U.S. Pat. Nos. 10,626,451; 10,513,729; 10,499,995; 9,789,484; 9,631,230; 9,597,644; 9,533,304; 9,387,472; 9,322,511; 9,108,177; 8,968,659; 8,741,660; 8,735,169; 8,697,011; 8,563,244; 8,550,503; 8,501,497; 8,298,833; 7,993,911; and 7,622,076, the content of each of which is incorporated by reference herein in its entirety. In certain embodiments, a liquid bridge relates to a liquid droplet containing a sample. The droplet acts as an intermediate (a bridge) between two or more solid structures, such as two capillaries. In an example, a typical liquid bridge is formed by a droplet on a surface positioned between a first and second capillary, in which the capillaries do not contact each other and are in fluid communication only via the liquid droplet.
Mass Spectrometers
[0111] Any mass spectrometer known in the art can be used in systems of the present disclosure. Exemplary ion traps include a hyperbolic ion trap (e.g., U.S. Pat. No. 5,644,131, the content of which is incorporated by reference herein in its entirety), a cylindrical ion trap (e.g., Bonner et al., International Journal of Mass Spectrometry and Ion Physics, 24(3):255-269, 1977, the content of which is incorporated by reference herein in its entirety), a linear ion trap (Hagar, Rapid Communications in Mass Spectrometry, 16(6):512-526, 2002, the content of which is incorporated by reference herein in its entirety), and a rectilinear ion trap (U.S. Pat. No. 6,838,666, the content of which is incorporated by reference herein in its entirety). Any mass spectrometer (e.g., bench-top mass spectrometer of miniature mass spectrometer) may be used in systems of the present disclosure and in certain embodiments the mass spectrometer is a miniature mass spectrometer. An exemplary miniature mass spectrometer is described, for example in Gao et al. (Anal. Chem. 2008, 80, 7198-7205.), the content of which is incorporated by reference herein in its entirety. In comparison with the pumping system used for lab-scale instruments with thousands of watts of power, miniature mass spectrometers generally have smaller pumping systems, such as a 18 W pumping system with only a 5 L/min (0.3 m3/hr) diaphragm pump and a 11 Lis turbo pump for the system described in Gao et al. Other exemplary miniature mass spectrometers are described for example in Gao et al. (Anal. Chem., 2008, 80, 7198-7205.), Hou et al. (Anal. Chem., 2011, 83, 1857-1861.), and Sokol et al. (Int. J. Mass Spectrom., 2011, 306, 187-195), the content of each of which is incorporated herein by reference in its entirety.
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System Architecture
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[0114] Processor 1086 which in one embodiment may be capable of real-time calculations (and in an alternative embodiment configured to perform calculations on a non-real-time basis and store the results of calculations for use later) can implement processes of various aspects described herein. Processor 1086 can be or include one or more device(s) for automatically operating on data, e.g., a central processing unit (CPU), microcontroller (MCU), desktop computer, laptop computer, mainframe computer, personal digital assistant, digital camera, cellular phone, smartphone, or any other device for processing data, managing data, or handling data, whether implemented with electrical, magnetic, optical, biological components, or otherwise. The phrase “communicatively connected” includes any type of connection, wired or wireless, for communicating data between devices or processors. These devices or processors can be located in physical proximity or not. For example, subsystems such as peripheral system 1020, user interface system 1030, and data storage system 1040 are shown separately from the data processing system 1086 but can be stored completely or partially within the data processing system 1086.
[0115] The peripheral system 1020 can include one or more devices configured to provide digital content records to the processor 1086. For example, the peripheral system 1020 can include digital still cameras, digital video cameras, cellular phones, or other data processors. The processor 1086, upon receipt of digital content records from a device in the peripheral system 1020, can store such digital content records in the data storage system 1040.
[0116] The user interface system 1030 can include a mouse, a keyboard, another computer (e.g., a tablet) connected, e.g., via a network or a null-modem cable, or any device or combination of devices from which data is input to the processor 1086. The user interface system 1030 also can include a display device, a processor-accessible memory, or any device or combination of devices to which data is output by the processor 1086. The user interface system 1030 and the data storage system 1040 can share a processor-accessible memory.
[0117] In various aspects, processor 1086 includes or is connected to communication interface 1015 that is coupled via network link 1016 (shown in phantom) to network 1050. For example, communication interface 1015 can include an integrated services digital network (ISDN) terminal adapter or a modem to communicate data via a telephone line; a network interface to communicate data via a local-area network (LAN), e.g., an Ethernet LAN, or wide-area network (WAN); or a radio to communicate data via a wireless link, e.g., WiFi or GSM. Communication interface 1015 sends and receives electrical, electromagnetic or optical signals that carry digital or analog data streams representing various types of information across network link 1016 to network 1050. Network link 1016 can be connected to network 1050 via a switch, gateway, hub, router, or other networking device.
[0118] Processor 1086 can send messages and receive data, including program code, through network 1050, network link 1016 and communication interface 1015. For example, a server can store requested code for an application program (e.g., a JAVA applet) on a tangible non-volatile computer-readable storage medium to which it is connected. The server can retrieve the code from the medium and transmit it through network 1050 to communication interface 1015. The received code can be executed by processor 1086 as it is received, or stored in data storage system 1040 for later execution.
[0119] Data storage system 1040 can include or be communicatively connected with one or more processor-accessible memories configured to store information. The memories can be, e.g., within a chassis or as parts of a distributed system. The phrase “processor-accessible memory” is intended to include any data storage device to or from which processor 1086 can transfer data (using appropriate components of peripheral system 1020), whether volatile or nonvolatile; removable or fixed; electronic, magnetic, optical, chemical, mechanical, or otherwise. Exemplary processor-accessible memories include but are not limited to: registers, floppy disks, hard disks, tapes, bar codes, Compact Discs, DVDs, read-only memories (ROM), Universal Serial Bus (USB) interface memory device, erasable programmable read-only memories (EPROM, EEPROM, or Flash), remotely accessible hard drives, and random-access memories (RAMs). One of the processor-accessible memories in the data storage system 1040 can be a tangible non-transitory computer-readable storage medium, i.e., a non-transitory device or article of manufacture that participates in storing instructions that can be provided to processor 1086 for execution.
[0120] In an example, data storage system 1040 includes code memory 1041, e.g., a RAM, and disk 1043, e.g., a tangible computer-readable rotational storage device such as a hard drive. Computer program instructions are read into code memory 1041 from disk 1043. Processor 1086 then executes one or more sequences of the computer program instructions loaded into code memory 1041, as a result performing process steps described herein. In this way, processor 1086 carries out a computer implemented process. For example, steps of methods described herein, blocks of the flowchart illustrations or block diagrams herein, and combinations of those, can be implemented by computer program instructions. Code memory 1041 can also store data, or can store only code.
[0121] Various aspects described herein may be embodied as systems or methods. Accordingly, various aspects herein may take the form of an entirely hardware aspect, an entirely software aspect (including firmware, resident software, micro-code, etc.), or an aspect combining software and hardware aspects. These aspects can all generally be referred to herein as a “service,” “circuit,” “circuitry,” “module,” or “system.”
[0122] Furthermore, various aspects herein may be embodied as computer program products including computer readable program code stored on a tangible non-transitory computer readable medium. Such a medium can be manufactured as is conventional for such articles, e.g., by pressing a CD-ROM. The program code includes computer program instructions that can be loaded into processor 1086 (and possibly also other processors) to cause functions, acts, or operational steps of various aspects herein to be performed by the processor 1086 (or other processor). Computer program code for carrying out operations for various aspects described herein may be written in any combination of one or more programming language(s), and can be loaded from disk 1043 into code memory 1041 for execution. The program code may execute, e.g., entirely on processor 1086, partly on processor 1086 and partly on a remote computer connected to network 1050, or entirely on the remote computer.
Samples
[0123] A wide range of heterogeneous samples can be analyzed, such as biological samples (e.g., tissue samples or microbial colonies), environmental samples (including, e.g., industrial samples and agricultural samples), and food/beverage product samples, etc. Samples may be in any form and preferably are solid samples.
[0124] The present disclosure may be embodied in other specific forms without departing from the spirit or essential characteristics thereof. The foregoing embodiments are therefore to be considered in all respects illustrative rather than limiting on the present disclosure described herein.
III. Example
[0125] The following experimental setups, components, characteristics, and results are provided as a specific, non-limiting examples.
[0126] The Examples herein describe an integrated microfluidic probe (iMFP) that is easy to operate and align in front of a mass spectrometer which will facilitate broader use of liquid extraction-based MSI in biological research, drug discovery, and clinical studies (
[0127] Ambient ionization based on liquid extraction is widely used in mass spectrometry imaging (MSI) of molecules in biological samples. The development of nanospray desorption electrospray ionization (nano-DESI) has enabled the robust imaging of tissue sections with high spatial resolution. However, the fabrication of the nano-DESI probe is challenging, which limits its dissemination to the broader scientific community. Herein, is described the design and performance of an integrated microfluidic probe (iMFP) for nano-DESI MSI. The glass iMFP fabricated using photolithography, wet etching, and polishing shows comparable performance to the capillary-based nano-DESI MSI in terms of stability and sensitivity; the spatial resolution of better than 25 μm was obtained in these first proof-of-principle experiments. The iMFP is easy to operate and align in front of a mass spectrometer, which will facilitate broader use of liquid extraction-based MSI in biological research, drug discovery, and clinical studies.
Example 1: Integrated Microfluidic Probe (iMFP)
[0128] Mass spectrometry imaging (MSI) is a powerful analytical tool, which enables both targeted and untargeted label-free detection of molecules in biological samples with high sensitivity and chemical specificity. Although matrix-assisted laser desorption ionization (MALDI) MSI is by far the most widely used technique, substantial effort has been dedicated to the development of ambient MSI approaches. Ambient ionization techniques alleviate the need for sample pre-treatment prior to analysis and enable imaging of biological systems in their native state. Several of these approaches rely on localized liquid extraction. These include desorption electrospray ionization (DESI), liquid micro-junction surface sampling probe (LMJ-SSP), nanospray desorption electrospray ionization (nano-DESI), and single probe, amongst others. Liquid extraction provides the advantages of gentle removal of molecules from specific locations on the surface, flexible selection of the extraction solvent for the efficient extraction of specific classes of analytes, quantification of the extracted analytes by adding standards to the solvent, and efficient compensation for matrix effects. Nano-DESI MSI developed by our group uses two fused silica capillaries in a “V-shaped” configuration referred to as a nano-DESI probe. The probe forms a liquid bridge on the sample surface, into which analyte molecules are extracted and subsequently ionized at a mass spectrometer inlet. High spatial resolution is achieved using finely pulled capillaries and a shear force probe, which controls the distance between the probe and sample surface. This configuration generates high-quality ion images with a spatial resolution of better than 10 μm. Despite the advances in the development of this technique, the fabrication and alignment of the finely pulled capillaries are still challenging. The ability to fabricate an integrated probe for the robust nano-DESI imaging with high spatial resolution will allow the broader scientific community to adapt this technique to a wide range of applications.
[0129] Microfluidic technology is a powerful tool for the manipulation of sub-nanoliter liquid volumes, which facilitates the analysis of small samples The ability to process small sample volumes makes the coupling of microfluidic devices with mass spectrometry (MS) particularly advantageous. Others have developed a glass microfluidic chip with a monolithic nanospray emitter, which greatly enhanced the ionization efficiency. Alternatively, ESI has been performed directly from a corner of a rectangular glass microchip used for coupling electrophoretic separations with ESI-MS. The dual-probe microfluidic chip has been used for sampling of analytes from surfaces of dry-spot samples and nanoliter droplets. These studies have demonstrated the power of microfluidics coupled to MS for the analysis of liquid samples. In order to extend these capabilities to MSI, it is important to design a device, which will be able to extract analytes from a well-defined location on a surface and transfer them to a mass spectrometer.
[0130] Herein, we introduce an integrated microfluidic probe (iMFP) for nano-DESI MSI and demonstrate its capabilities for imaging of tissue sections. The probe comprises the solvent and spray channels and integrates the sampling port and nanospray emitter in a single chip. The extraction solvent is propelled through the solvent channel by a syringe pump; analyte molecules are extracted into the liquid bridge formed at the sampling port and transferred to a mass spectrometer through the spray channel. Ionization occurs at the finely polished monolithic spray emitter with the high voltage applied to the syringe needle.
[0131] The iMFP is fabricated using the procedure described in detail in the experimental section of the supporting information. Briefly, photolithography and wet etching are used to generate channels with a final depth of ˜25 μm and a width of ˜40 μm. A glass wafer containing the microfluidic channels is bonded with a blank glass wafer at 590° C. for 3 hrs.
[0132] Subsequent multistep grinding is used to fabricate a finely polished spray emitter and sampling port. The sharp spray emitter determines signal stability. The design of the sampling port is critical to the size and stability of the liquid bridge, which determines the analyte sampling efficiency and the spatial resolution of the probe. The optimized geometry of the sampling port, which provides stable signals and enables sensitive detection of analytes on the sample surface. The distance between the apex to the edge of the port is ˜40 μm; the angle between the solvent and spray channels of 30° provides a stable flow and helps maintain a small size of the liquid bridge on the surface.
[0133] The stability of the probe evaluated using a 9:1 (v/v) methanol/water solution containing 320 nM of LPC 19:0 (lysophosphatidylcholine) standard is shown in
[0134] Mouse uterine tissue is an excellent model system, which contains several distinct cell types distributed over a small cross-sectional area of around 2 mm. These include luminal epithelium (LE), the glandular epithelium (GE), and stroma (S) highlighted in
[0135] The spatial resolution is another important parameter describing the performance of MSI techniques. In this study, we used the “80-20” rule (S. L. Luxembourg, T. H. Mize, L. A. McDonnell, R. M. Heeren, Anal. Chem. 2004, 76, 5339-5344, the content of which is incorporated by reference herein in its entirety) to estimate the upper limit of the spatial resolution. In this approach, the spatial resolution is calculated from the distance, across which the abundance of the sharpest features in the image changes between 20% and 80%. Accurate measurement of the spatial resolution requires the presence of steep chemical gradients in the sample. We used the ion image of SM 34:1 (
[0136] To further verify the robustness and stability of the iMFP for MSI experiments, we acquired ion images for a fairly large mouse brain tissue section (7.7 mm×5.5 mm). The results are shown in
[0137] This Example and the data herein show that the incorporation of the iMFP into nano-DESI MSI is a very good strategy for making this imaging technique broadly accessible. We demonstrate the sensitivity and robust operation of the iMFP for imaging of biological tissues. Similar to the capillary-based nano-DESI MSI, the composition of the extraction solvent used in the iMFP can be adjusted to facilitate the detection of different classes of molecules.
[0138] Furthermore, the use of solvents containing internal standards is advantageous for evaluating and compensating for matrix effects in iMFP MSI. The integrated device is easy to align in front of a mass spectrometer and easy to operate making it attractive for commercialization. Experiments performed over the course of several months indicate that the same iMFP device can be re-used many times.
[0139] In summary, we have developed a new integrated microfluidic nano-DESI MSI probe, iMFP, and evaluated its performance for imaging of biological tissues. We optimized the geometry of the device to enable efficient extraction of molecules from the sample and transfer to a mass spectrometer and provide stable ion signals. We demonstrate a comparable performance of the iMFP and the best capillary-based nano-DESI MSI and a spatial resolution of better than 25 μm. The device is compatible with any mass spectrometer making it broadly applicable to different types of MSI experiments. We envision that the probe will become an inexpensive “consumable”, which will advance its dissemination to the broad scientific community. Also contemplated herein is improved spatial resolution and coupling of the iMFP to high-performance mass spectrometers capable of operating at high repetition rates, which will speed up the image acquisition process. The iMFP will advance the capabilities of MSI in biological and clinical research.
Example 2: Materials and Methods
[0140] Reagents, Materials, and Equipment
[0141] Methanol and Omnisolv LC-MS grade water for preparing work solvent was purchased from Millipore Sigma (Burlington, Mass.). LPC19:0 (Avanti Polar Lipids, cat. No. 855776P) is used as an internal standard in the work. Soda-lime microscope slides (LxW 75 mm×50 mm, Thick 0.9-1.1 mm; Corning) used as substrate wafer and cover wafer. AZ1518 positive photoresist was obtained from Clariant Corp (Somerville, N.J.). All other chemicals used were obtained from J. T. Baker (Phillipsburg, N.J.). Chrome layers were deposited with an E-Beam Evaporator from CHA Industries (Fremont, Calif.). The UV photolithography processes are performed using MJB3 mask aligner from Suss Microtech (Waterbury, Vt.). The photoresist spin coating used 6808P Spin Coater (Specialty Coating Systems, IN 46278 USA). A model P-7 Profilometer (KLA Corporation, Milpitas, Calif.) was used to measure the depth and width of microfluidic channels. High-temperature bonding for glass microfluidic chips was performed in a programmable furnace (The Mellen Company, Concord, N.H. 03301, USA.). The chips fabrication process is completed in the cleanroom of the Birck Nanotechnology Center at Purdue University except for the high-temperature bonding step.
[0142] Solvent Preparation
[0143] Prepare 5 mL of 9:1 (v/v) methanol/water mixture in a 20 mL scintillation vial. Add 10 μM of 200 μM LPC 19:0, an internal standard for positive mode experiments into the vial and vortex the solution vigorously. The final concentration of LPC 19:0 is 400 nM. The solvent can be stored for a week at room temperature or several months at −20° C. It needs to be diluted to the desired concentration before the solvent is used.
[0144] Biological Tissues
[0145] Tissue sections were prepared according to the previously described methods. [1] Briefly, an uterus was collected from a 4 days pregnant mouse, frozen in liquid nitrogen, and sliced to a series of sections with a thickness of 10 μm. Brain tissue was collected from a healthy adult mouse. The tissue was embedded in carboxymethyl cellulose solution, snap-frozen, and sectioned at 10 μm thickness. The uterine and brain sections were stored at −80° C. prior to imaging. Mice were housed in negative-air flow polycarbonate cages with corn cob beddings. All the mice were maintained on a C57BL6 mixed background, and housed in the vivarium at the Cincinnati Children's Hospital Medical Center according to NIH and institutional guidelines for laboratory animals. They were provided with double distilled autoclaved water ad libitum and rodent diet (LabDiet 5010). The study was approved by the Cincinnati Children's Hospital Research Foundation Institutional Animal Care and Use Committee. All animal use and handling in this work followed the Guide for the Care and Use of Laboratory Animals (NIH).
[0146] IV. Design and Fabrication of the Glass Microfluidic Chip and the Integrated Microfluidic Probe (5 iMFP). Standard photolithography, chemical wet etching, and high-temperature bonding techniques were used to fabricate glass microfluidic chips. The general steps refer to the description in these reports (C. Iliescu, H. Taylor, M. Avram, J. Miao, S. Franssila, Biomicrofluidics 2012, 6, 016505 (1-16); W. Gopel, J. Hesse, J. N. Zemel, Sensors: a comprehensive survey, 1989; and M. Stjemstrom, J. Roeraade, J. Micromech. Microeng. 1998, 8, 33-38, the content of each of which is incorporated by reference herein in its entirety). Some steps such as the method of the etching solution and the etching time were further optimized, the procedures to fabricate the entire chip are as follows:
[0147] (1) The fabrication of the photomask: blank photomasks are acquired from Nanofilm (Nanofilm.com, Westlake Village, Calif.) with 500 nm thick AZ1518 positive photoresist and 100 nm thick chrome on soda-lime glass plates (4″×4″, 0.090″ thick). The pattern which was designed in KLayout (www.klayout.de) with GDSII format was transferred to the photomasks using a 405 nm wavelength laser in Heidelberg MLA150 maskless aligner. The photomasks were developed in Megaposit MF26A (DOW, Capitol Scientific) and etched in CR-16 chrome etchant (VWR).
[0148] (2) The glass microfluidic chips are fabricated with the following procedures: Corning® soda-lime microscope slides as substrate wafer and the cover wafer is used to fabricate the glass chips. Glass substrate wafers and glass cover wafers are washed using an ultrasonic cleaner with toluene, acetone, isopropanol, methanol, and deionized (DI) water (18.2 MU, Milli-Q, Millipore) sequentially, and dried with N2. Putting the substrate wafer into piranha solution for soaking it for 30 minutes, then rinsing with DI water, and dried by N2. 150 nm of Cr layer was deposited on the glass substrate surface. After the photoresist is spined to a thickness of ˜1 μm on the Cr surface and baked using a hot plate at 100° C. for 5 mins, then the pattern was formed on the glass substrate with a conventional UV photolithographic method. The exposed areas were developed by immersing the substrate into a developing solution for 2 mins, the exposed chrome layer was removed with chrome etchant. Glass etching was performed in a vigorously stirred hydrofluoric acid buffer solution (30% HF, 35% NH4F, 5% HCl, and 30% H2O) at room temperature. The 15 μm-wide microchannels patterned on the glass are etched for 35 mins to generate a depth of ˜25 μm and final width of ˜40 μm via measure by KLA P7 stylus profiler. The size of channels can be controlled by corrosion time. After all photoresist and chrome layer on the surface of the substrate was removed, the substrate wafer with the channels and the cover wafer was immersed in piranha solution for 30 mins, then the high-temperature bonding was performed at rising/drop gradient 10° C./min is used, maintain 590° C. for 3 hrs.
[0149] (3) Fabrication of the iMFP. Subsequent multistep grinding and polishing are used to fabricate the integrated nanospray emitter and sampling port. The grinding and polishing are performed using electric polishing tools and different grit sandpaper (from 800-grit to 1500-grit,). Electrospray emitter and sample port were formed are carried out under the observation of a microscope. The final thickness of the microfluidic probe is ˜Imm, the diameter of the nanospray emitter tip is ˜50 μm, the width of the sample extraction port is about 50 μm. The final step is that the solvent channel and fused silica capillary were connected using steel-reinforced epoxy resin (J-B Weld Company, LLC, Sulphur Springs, Tex.), and auxiliary adhesion by Dent Light Cured Dental Block Out Resin (Bargin dental, San Dimas, Calif.).
[0150] The iMFP-Based Nano-DESI Imaging Platform
[0151] The integrated microfluidic nano-DESI MS imaging platform comprises a syringe pump (Legato 180, KD Scientific) with 2.5 mL syringe (Model 1002 LTN SYR, Hamilton, cat. No. 81416) for solvent delivery, a micro-positioner, XYZ motorized stages, a sample holder, two Dino-Lite digital microscopes (Dino-Lite Digital Microscope, cat. No. AM4515T8) are used for monitoring the nano-DESI probe during imaging experiments. One of them is focused on the sample extraction port and another is used to monitor the nanospray emitter tip and MS inlet. The iMFP is fixed on a positioner with a distance of ˜0.5 mm between the nanospray emitter tip and the MS inlet orifice. The spray voltage of +3.0 kV is applied to a 10 cm long fused-silica capillary (50 μm id), which was connected to the solvent channel through a high-voltage cable. A 10-MO resistor is integrated into the high-voltage cable to avoid potential electric shock induced by a high spray voltage. A microscope glass slide containing tissue sections is mounted onto the sample holder. The extraction solvent is transported by a syringe pump connecting to the capillary by PEEK tube. The dissolved sample is delivered to the mass spectrometer and ionized by applying a voltage of 3000V between the tip of the iMFP and mass spectrometer inlet.
[0152] Parameters Setup of Mass Spectrometry Imaging Experiments
[0153] All experiments with mouse uterine tissue and mouse brain tissue sections were performed on a Q Exactive HF-X mass spectrometer (Thermo Fisher Scientific, Waltham, Mass.). A high voltage of +3.0 kV and an RF Funnel voltage of +100 V were applied in positive mode, mass spectra were acquired in the range of m/z 133-2000 with a mass resolution of 60,000 at m/z 200; AGC was set at 1×10.sup.6 and the maximum injection time was 200 ms; the heated capillary was held at 250° C.
[0154] Visualize the Raw Files Using MS/QuickView
[0155] MSI QuickView is a software customized for converting mass spectrometry datum to visualized ion images. Regarding the detailed description for the function of the software can be found in our previous work (I. Lanekoff, B. S. Heath, A. Liyu, M. Thomas, J. P. Carson, J. Laskin, Anal. Chem. 2012, 84, 8351-8356, the content of which is incorporated by reference herein in its entirety) The steps are simply summarized as follows: 1) loading the raw files in this software; 2) defining the aspect ratio of the sampled area; 3) uploading a mass list to be visualized; 4) generating ion images for each mass spectrum; 5) save the image to a folder. In this experiment, the positive mode acquired from mouse uterine tissue sections and mouse brain tissue sections should be processed and visualized. The ion images of lipids can be normalized to either the TIC or signal of the internal standard (LPC 19:0 for the internal standard of positive mode).
Plastic Microfluidic Probe
[0156] In certain circumstances, the microfluidic probe may be fabricated with plastic to advantageously enable an enhanced efficiency for the time and/or the cost to manufacture the microfluidic probe. More specifically, the plastic microfluidic probe may be easily fabricated using wire imprinting and thermal bonding. Desirably, the plastic microfluidic probe may be used for imaging of biological tissues with high resolution and throughput. For instance, the plastic microfluidic probe may be used for tissue imaging with a spatial resolution around 25 μm. Further, the plastic microfluidic probe may also be used for mapping biomolecules in biological samples with a subcellular resolution.
[0157] In certain circumstances, as shown in
[0158] In certain circumstances, the plastic microfluidic probe may be manufactured using various thermoplastics materials. For instance, various suitable thermoplastic materials are provided in Table 1 below:
TABLE-US-00001 TABLE 1 Potential thermoplastic/Polymer substrate for the fabrication of the integrated microfluidic probes Wire imprinting method Silicon mold method Thermal Thermal Thermoplastic type property.sup.(a) Thermoplastic type property The family of cyclic olefin 70-155° C. The family of cyclic olefin 70-155° C. polymers: polymers: (1) Cyclic olefin (1) Cyclic olefin copolymer (COC) copolymer (COC) (2) Cyclic olefin polymer (2) Cyclic olefin polymer (COP), and (COP), and (3) Cyclic block (3) Cyclic block copolymer (CBC)) copolymer (CBC)) Polymethylmethacrylate 85-105° C. Polymethylmethacrylate 85-105° C. (PMMA) (PMMA) Polycarbonate (PC) 140~150° C. Polycarbonate (PC) 140~150° C. Polystyrene (PS) 90~100° C. Polystyrene (PS) 90~100° C. Polyvinyl chloride (PVC) ~80° C. Polyvinyl chloride (PVC), ~80° C. Polyethylene terephthalate ~80° C. Polyethylene terephthalate ~80° C. glycol (PETG) glycol (PETG) Polyethylene (PE) 98-115° C. Polyethylene (PE) 98-115° C. Polyimide (PI) ~388° C. Polyimide (PI) ~388° C. Styrene copolymer 100-200° C. Styrene copolymer 100-200° C. Parylene C 80-290° C. Parylene C 80-290° C. Polytetrafluoroethylene 115° C. Polytetrafluoroethylene 115° C. (PTFE or Teflon ®). (PTFE or Teflon ®). Polydimethylsilonxane ~80° C. (PDMS) Epoxies (SU-8, a Versatile 50° C.-55° C., Photoresist) uncross- linked; >200°, cross-linked .sup.(a)Thermal property is determined based thermoplastic glass transition (Tg) temperature and on the PDMS or SU-8 curing temperature.
[0159] In a specific example, the plastic microfluidic probe may be manufactured using cyclic olefin copolymer (COC). COC provides the advantages of biocompatibility, UV transparency, chemical resistance, tunable mechanical stiffness, and convenient prototyping outside clean-room environments. In particular, the COC microfluidic nano-DESI probe may offer the advantages of robustness, sensitivity, and ease of use, which will make the technique attractive for a broad range of applications. One skilled in the art may select other suitable thermoplastic materials to construct the plastic microfluidic probe, within the scope of the present disclosure.
[0160] The fabrication of the plastic microfluidic probe may include various materials and a variety of methods. In certain circumstances, the plastic microfluidic probe may be fabricated by using photolithography and/or dry etching equipment to emboss a plastic substrate onto a three-dimensional channel mold formed on a silicon wafer. This silicon mold may be repeatedly used to fabricate a plurality of plastic microfluidic probes simultaneously. In a specific example, as shown in
[0161] In certain circumstances, a plurality of plastic microfluidic probes may be fabricated simultaneously. For instance, as shown in
[0162] In a specific, non-limiting example of the method 200, the mold may be fabricated from a silicon wafer. In more specific example, the silicon wafer may be around six inches. As shown in
[0163] In certain circumstances, the plastic microfluidic probe may include a chip having an emitter, a sample probe opening, and a channel propelling the solvent to and from the sample. As shown in
[0164] In an effort to test the capabilities of the plastic microfluidic probe, the performance of the COC probes was evaluated by imaging mouse uterine tissue sections. This is a commonly used sample for the evaluation of high-resolution nano-DESI MSI probes, which contains multiple cell types with distinct chemical gradients in a small area of ˜2 mm×2 mm. Tissue images were obtained with high sensitivity and a spatial resolution of better than 25 μm. Ion images obtained using the plastic microfluidic probe are in perfect agreement with ion images obtained in previous studies using both capillary-based and glass microfluidic probes. Moreover, the plastic microfluidic probe was used to perform high-throughput MSI of mouse brain tissue sections at a scan rate of 0.2 mm/s. The plastic microfluidic probe may be manufactured more inexpensively and easier to fabricate compared to known probes. The plastic microfluidic probe may provide a comparable sensitivity and spatial resolution to the glass iMFP. The plastic microfluidic probe may also be easier to couple with shear force microscopy which is important for imaging with higher spatial resolution. A single scan positive mode nano-DESI spectrum representing a signal in one pixel of an image from a human kidney tissue sample was obtained using a Q-Exactive HFX mass spectrometer, as shown in
[0165] With continued reference to the non-limiting experimental study, representative positive mode ion images of endogenous lipids and metabolites in human kidney tissues are shown in