We thank Ruth A. Singer and Richard K.P. Benninger for providing mouse pancreas tissues. W.M. acknowledges support from NIH R01 (GM128214), R01 (GM132860), R01 (EB029523) and US Army (W911NF-19-1-0214).

The protocol was conducted in accordance with the animal experimental protocol (AC-AABD1552) approved by the Institutional Animal Care and Use Committee at Columbia University.
1. Preparation of Raman-dye-conjugated antibodies
<ol>
	<li>Prepare the conjugation buffer as ~0.1 M NaHCO3 in PBS buffer, pH = 8.3, store at 4 &#176;C.</li>
	<li>Prepare N-hydroxysuccinimidy (NHS) ester-functionated MARS probe (Supplementary Material) solution as 3 mM in anhydrous DMSO. Synthesis of MARS probes can be referred to prior reports13,17,18. 
	NOTE: For storage purposes, the dye NHS ester solution must be protected from light and kept at -20 &#176;C.</li>
	<li>Dissolve antibody solids in the conjugation buffer to a concentration of 2 mg/mL. For antibodies that are dissolved in other buffers, exchange them into the conjugation buffer to a concentration of 1-2 mg/mL with centrifugal filters. 
	NOTE: Highly cross-adsorbed secondary antibodies are preferred for multiplex staining to minimize cross-species reactivity. The secondary antibodies used are listed in Table 1 and Table of Materials.</li>
	<li>Perform the conjugation reaction.
	<ol>
		<li>For secondary antibodies, add 15-fold molar excess of dye solution to the antibody solution in a glass vial slowly with stirring. For example, in 0.5 mL 2 mg/mL antibody solution, add 35 &#181;L 3 mM dye solution.</li>
		<li>Incubate the reaction mixture at room temperature (RT) with stirring for 1 h. Protect the reaction from light.</li>
	</ol>
	</li>
	<li>Purification.
	<ol>
		<li>Prepare the slurry of gel filtration resin (Table of Materials) in PBS buffer, following steps 1.5.2-1.5.4.</li>
		<li>Add 10 mL of gel filtration resin powder into 40 mL of PBS buffer inside a 50-mL tube.</li>
		<li>Keep the solution in a 90 &#176;C water bath for 1 h.</li>
		<li>Decant the supernatant and re-add PBS to 40 mL. Store the slurry at 4 &#176;C.</li>
		<li>Pack the size exclusion column (1-cm diameter, gravity-flow columns) with the slurry solution to the height of 10-15 cm.</li>
		<li>Rinse and wash the column with ~10 mL of PBS buffer to further pack the resin.</li>
		<li>Pipet the conjugation reaction mixture (~0.5 mL) to the column. Immediately add 1 mL of PBS buffer as the elution buffer when all reaction mixture is loaded. Constantly refill the elution buffer (PBS) to the column.</li>
		<li>Collect the eluate of the conjugate solution by looking at the color on the column (MARS dyes have light green to blue colors) or measuring the absorbance at 280 nm (A280).</li>
	</ol>
	</li>
	<li>Concentrate the collected solution to 1-2 mg/mL with a centrifugal filter.</li>
	<li>Determine the concentration and the average degree of labeling (DOL, dye-to-protein ratio) by measuring the ultraviolet-visible (UV-Vis) spectrum of the conjugate solution with a Nano plate reader. 
	&#8203;NOTE: Supplementary Material provides properties of MARS-dye NHS-esters for calculation. The normal DOL for the secondary antibody is around 3.</li>
</ol>
2. Tissue sample preparation
<ol>
	<li>Paraformaldehyde fixed mouse brain tissues.
	<ol>
		<li>Anesthetize the mice (C57BL/6J, Female, 25 d postnatal) with isoflurane. Assess the proper anesthetization with a toe pinch test.</li>
		<li>Kill the mice by cervical displacement. Perfuse the mice immediately with 4% paraformaldehyde (PFA) in PBS transcardially.</li>
		<li>Collect the mouse brain, following steps 2.1.4-2.1.5</li>
		<li>Cut upward from the brain stem along the sagittal suture. Peel the two halves of the skull away to the side and scoop out the brain with a tweezer.</li>
		<li>Fix the collected brain in 4% PFA in PBS at 4 &#176;C for 24 h. Then, wash the brain in PBS buffer at 4 &#176;C for 24 h to remove excess PFA.</li>
		<li>Place solid agarose into water to a final concentration of 7% (w/v) in a beaker, with a loose lid. Stir the solution with a glass stirring rod. Heat the slurry in microwave until the solution is clear.</li>
		<li>Allow the agarose to cool to 45-55 &#176;C.</li>
		<li>Pour the liquid agarose into a small chamber, then transfer the brain from PBS to liquid agarose and orient it with a spatula to embed the brain. Wait for the tissue-agarose block to harden.</li>
		<li>Section the tissue-agrose into 40-&#181;m-thick coronal slices using a vibratome.</li>
		<li>Transfer the tissue to a 4-well plate for the following staining. Remove the agarose with a tweezer. Wash the tissue with 1 mL of PBS, three times.</li>
	</ol>
	</li>
	<li>Fixed frozen mouse pancreas tissues.
	<ol>
		<li>Fix the mouse pancreata in 4% PFA in PBS at 4 &#176;C with rocking for 16-20 h.</li>
		<li>Wash the sample in 1 mL of PBS (4 &#176;C) three times to remove PFA.</li>
		<li>Embed the sample (~0.3-0.5 cm in size) in optimal cutting temperature (OCT) compound blocks. Put 2 drops of OCT into a plastic cryomold. Place the tissue in correct orientation and pour OCT on top of tissues until none of the tissue remains exposed.</li>
		<li>Section the pancreata to 8-&#181;m-thick slices and immobilize them onto a tissue binding glass slide, store them in -80 &#176;C.</li>
		<li>Before staining, equilibrate the specimen to RT. Wash the tissue with PBS to remove OCT blocks.</li>
	</ol>
	</li>
	<li>FFPE samples.
	<ol>
		<li>Bake the FFPE tissue slide at 60 &#176;C for 10 min.</li>
		<li>Deparaffinization and rehydration: Place samples sequentially in the following solutions in a 50-mL tube at RT for 3 min each time with mild shaking: 
		xylene two times, 
		ethanol two times, 
		95%&#160;(vol/vol) ethanol in deionized water two times, 
		70%&#160;(vol/vol) ethanol in deionized water two times, 
		50%&#160;(vol/vol) ethanol in deionized water one time, 
		deionized water one time.</li>
		<li>Transfer the sample into 20 mM sodium citrate (pH 8.0) at 100 &#176;C in a glass jar. Make sure the tissues are immersed in the solution.</li>
		<li>Put the jar in a 60 &#176;C water bath for 45 min.</li>
		<li>Wash the sample with deionized water at RT for 5 min.</li>
	</ol>
	</li>
</ol>
3. Tissue immuno-eprSRS staining
<ol>
	<li>Use a hydrophobic pen to draw a boundary around the tissue sections on the slide. 
	NOTE: A slide staining jar is used for following incubation steps of tissue on the slide. Floating tissues (40-&#181;m-thick mouse brain sections) are stained in well plates.</li>
	<li>Incubate the tissues with 0.3-0.5% PBST (Triton X-100 in PBS) for 10 min.</li>
	<li>Incubate the tissues with blocking buffer (5% donkey serum, 0.5% Triton X-100 in PBS) for 30 min.</li>
	<li>Prepare the primary staining solution: add all primary antibodies to 200-500 &#181;L of staining buffer (2% donkey serum, 0.5% Triton X-100 in PBS) at desired concentrations. Centrifuge the primary staining solution at 13,000 x g for 5 min. Only use the supernatant if precipitates form.</li>
	<li>Incubate the tissue in the primary antibody solution at 4 &#176;C for 1-2 days. 
	NOTE: For staining tissue sections on the slide, put the sample in a staining box with a wet wipe to maintain humidity.</li>
	<li>Wash the slides three times with 0.3-0.5% PBST at RT for 5 min each. Use 1 mL PBST for floating tissues. For tissues on the slide, wash the slides in a slide staining jar and make sure tissues are all immersed in the solution.</li>
	<li>Incubate the tissue in 200-500 &#181;L of blocking buffer for 30 min.</li>
	<li>Prepare the secondary staining solution: add all secondary antibodies (and lectins if required) to 200-500 &#181;L of staining buffer with desired concentrations (normally 10 &#181;g/mL). Centrifuge the secondary staining solution at 13,000 x g for 5 min. Only use the supernatant if precipitates form.</li>
	<li>Incubate the tissues in 200-500 &#181;L of secondary antibody solution at 4 &#176;C for 1-2 days.</li>
	<li>Wash the slides twice with 0.3-0.5% PBST at RT for 5 min each.</li>
	<li>Incubate with 200-500 &#181;L of DAPI solution for 30 min.</li>
	<li>Wash the slides three times with PBS at RT for 5 min each.</li>
	<li>For floating tissue sections, transfer them to glass slides with a glass-dropping pipette. Spread the tissue with a tissue brush and clean the surrounding with wipes if needed.</li>
	<li>Mount the tissue in a drop of antifade reagents with a glass coverslip and secure it with nail polish.</li>
</ol>
4. SRS microscope assembly
NOTE: A commercial confocal fluorescence system is used in tandem SRS-fluorescence imaging. More descriptions can be found in a prior report17. This protocol will focus on the SRS imaging side using narrowband excitation.
<ol>
	<li>Prepare a vibration-isolated optical table in a room with temperature control.</li>
	<li>Place a synchronized dual-laser system (pump and Stokes) on the optical table (Figure 2A) with a chiller connected. 
	NOTE: The fundamental laser in the dual-laser system provides an output pulse train at 1064 nm with 6-ps pulse width and 80-MHz repetition rate. The Stokes beam is from the fundamental laser. The intensity of the Stokes beam was modulated sinusoidally by a built-in electro-optic amplitude modulator (EOM) at 8 MHz with a modulation depth of more than 90%. The other portion of the fundamental laser is frequency-doubled to 532 nm, which is further used to synchronously seed a picosecond optical parametric oscillator (OPO) to produce a mode-locked pulse train with 5-6 ps pulse width (the idler beam of the OPO is blocked with an interferometric filter). The output wavelength of the OPO is tunable from 720-950 nm, which serves as the pump beam.</li>
	<li>Mount the mirrors (wavelength range: 750-1100 nm), dichroic beam splitters (DBS, 980 nm long-pass filter, rectangular), and lens (achromatic, AR coating for 650-1050 nm) to their respective mounts. Use very stablekinematic mirror mounts for the mirrors and dichroic beam splitters.</li>
	<li>Measure the height of the laser output and the beam sizes of the pump and the Stokes beams. Adjust the height of mirrors and lenses to ensure the light will hit the center of all the optical elements.</li>
	<li>Place mirror M1 on the optical table and make it ~45&#176; to the laser output (Figure 2B). Use the knobs on the kinematic mount to make tip and tilt adjustments. Ensure the light travels at the same height along the length of the table and a straight line with respect to the table.</li>
	<li>Place and align the dichroic beam splitters (980 nm long-pass filters) and mirrors to split the pump and Stokes beams (Figure 2A-B).</li>
	<li>Place and align lens pairs (L1, L2, and L3, L4) on each of the beam paths to collimate the beams and expand the beam diameters to match the back pupil of the objective (Figure 2A-B).</li>
	<li>Use M7 and M8 mirrors to align combined laser beams into the microscope (Figure 2C). Align one beam into the microscope first and use the mirror pairs on the other beam to ensure the spatial overlap of the two beams.</li>
	<li>Set up the detection part.
	<ol>
		<li>Put on an infrared-coated oil condenser (1.4-NA) to collect the forward-going pump and Stokes beams after passing through the specimens (Figure 2C).</li>
		<li>Mount a large-area Si photodiode onto a shielded box with BNC connectors (Figure 2E). Add a 64-V DC power supply to the mounted photodiode to increase its saturation threshold and response bandwidth.</li>
		<li>Reflect the forward-going light with a 2-inch mirror. Refocus the light onto the photodiode after an optical filter to block the modulating Stokes beam (Figure 2D).</li>
		<li>Send the output current of the photodiode to a fast lock-in amplifier terminated with 50 for signal demodulation. Send an 8-MHz trigger to the lock-in amplifier as the reference signal.</li>
		<li>Send the in-phase X-component of the lock-in amplifier into the analog interface box of the microscope.</li>
	</ol>
	</li>
	<li>Optimize the temporal overlap with the built-in motorized delay stage by measuring the SRS signal of pure D2O liquid at the microscope.</li>
</ol>
5. Image acquisition and analysis
<ol>
	<li>Perform multi-channel epr-SRS imaging with sequential pump wavelength tuning.
	<ol>
		<li>Set laser power to Ppump = 10-40 mW and PStokes = 40-80 mW on the laser control panel.</li>
		<li>Set pixel dwell time to 2-4 &#181;s and use multiple frames averaging typically 10-20 frames on the microscopy software. 
		NOTE: Avoid a combinatorial use of high laser power (Ppump&#62; 40 mW, PStokes&#62; 80 mW) and small pixel size (&#60;0.2 &#181;m), which likely cause &#39;bleaching effect&#39; of Raman dyes due to multiphoton excitation.</li>
		<li>Set the time constants of the lock-in amplifier to half of the pixel dwell time.</li>
	</ol>
	</li>
	<li>Linear spectral unmixing. 
	NOTE: epr-SRS follows a strict linear signal-to-concentration dependence over the entire concentration range; thus, linear spectral unmixing is effective to remove any potential cross-talks between channels. For N-channel epr-SRS measurement with N MARS probes, measured signals (S) can be expressed as S = MC, where C is the MARS probe concentrations, and M is an N x N matrix determined by Raman cross-sections of MARS probes.
	<ol>
		<li>Measure matrix M on single-color immuno-eprSRS samples labeled with different MARS probes.</li>
		<li>Use equation C = M&#8722;1&#183;S to determine the concentration matrix of the MARS probe with multiplex sample signal measurement S.</li>
	</ol>
	</li>
</ol>

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The authors have nothing to disclose.

Here, we present the immuno-eprSRS protocol which is broadly applicable to common tissue types, including freshly-preserved mouse tissues, FFPE human tissues, and frozen mouse tissues. Immuno-eprSRS has been validated for a panel of epitopes in cells and tissues, as listed in Table 1. This one-shot platform is particularly suitable for applications where cyclic strategies do not function well. For example, cyclic fluorescence is demanding for thick tissues as multiple rounds of 3D immunolabeling are unpr...

Complex tissue systems are composed of distinct cellular subpopulations whose spatial locations and interaction networks are deeply intertwined with their functions and dysfunctions1,2. To reveal the tissue architecture and interrogate its complexity, knowledge of the spatial locations of proteins at single-cell resolution is essential. Hence, highly multiplexed protein-imaging technologies have been increasingly appreciated and could become a cornerstone for studying tissue biology3,4,5. Current common multiplexed protein imaging methods can be classified into two main categories. One is serial immunofluorescence imaging relying on multiple rounds of tissue staining and imaging, and the other is imaging mass cytometry coupled with heavy metal tagged antibodies6,7,8,9,10,11,12.
Here, an alternative strategy for multiplexed antibody-based protein imaging is introduced. Unlike the prevalent fluorescence imaging modality, which can only visualize 4-5 channels simultaneously due to the broad excitation and emission spectra (full width at half maximum (FWHM) ~500 cm-1), Raman microscopy exhibits much narrower spectral linewidth (FWHM ~10 cm-1) and hence provides scalable multiplexity. Recently, by harnessing the narrow spectrum, a novel scheme of Raman microscopy named electronic pre-resonance stimulated Raman scattering (epr-SRS) microscopy has been developed, providing a powerful strategy for multiplexed imaging13. By probing the electronically coupled vibrational modes of Raman dyes, epr-SRS achieves a drastic enhancement effect of 1013-fold on Raman cross-sections and overcomes the sensitivity bottleneck of conventional Raman microscopy (Figure 1A)13,14,15. As a result, the detection limit of epr-SRS has been pushed to sub-&#181;M, which enables Raman detection of interesting molecular markers such as specific proteins and organelles inside cells13,16. In particular, utilizing Raman dye-conjugated antibodies, epr-SRS imaging of specific proteins in cells and tissues (called immuno-eprSRS) was demonstrated with comparable sensitivity to standard immunofluorescence (Figure 1B)13,17. By tuning the pump wavelength by only 2 nm, the epr-SRS signal will be completely off (Figure 1B), which showcases high vibrational contrast.
On the probe side, a set of rainbow-like Raman probes called Manhattan Raman scattering (MARS) dyes has been developed for antibody conjugation13,18,19,20. This unique Raman palette consists of novel dyes bearing &#960;-conjugated triple bonds (Supplementary Material), each displaying a single and narrow epr-SRS peak in the bioorthogonal Raman spectral range (Figure 1C). By modifying the structure of the core chromophore and isotopically editing both atoms of the triple bond (Supplementary Material), spectrally separated Raman probes have been developed. Leveraging the scalable multiplexity, epr-SRS microscopy coupled with the MARS dye palette offers an optical strategy for one-shot multiplex protein imaging in cells and tissues.
Immuno-eprSRS provides an alternative strategy to current multiplex protein imaging methods with unique strengths. Compared to fluorescence approaches with cyclic staining, imaging, and signal removal, this Raman-based platform ensures single-round staining and imaging. Therefore, it circumvents practical complexity in cyclic procedures and largely simplifies the protocol, hence opening new territories of multiplexed protein imaging. For instance, harnessing a Raman-dye-tailored tissue clearing protocol, immuno-eprSRS has been extended to three dimensions for highly multiplexed protein mapping in thick intact tissues17. Over 10 protein targets were visualized along millimeter-thick mouse brain tissues17. More recently, coupling immuno-eprSRS with an optimized biomolecule-retention expansion microscopy (ExM) protocol21, one-shot nanoscale imaging of multiple targets has also been demonstrated22. Compared to imaging mass spectroscopy4,9, epr-SRS is nondestructive and has intrinsically optical sectioning ability. Furthermore, epr-SRS is more time-efficient on tissue scanning. Typically, a tissue region of 0.25 mm2 with a pixel size of 0.5 &#181;m takes merely a few minutes to image for a single epr-SRS channel. For example, the total imaging time of four SRS channels plus four fluorescence channels in Figure 4 is about 10 min.

<table><tbody><tr><td>16% Paraformaldehyde, EM Grade</td><td>Electron Microscopy Sciences</td><td>15710</td><td></td></tr><tr><td>&amp;alpha;-tubulin</td><td>Abcam</td><td>ab18251</td><td>Primary antibodies</td></tr><tr><td>&amp;alpha;-tubulin</td><td>BioLegend</td><td>625902</td><td>Primary antibodies</td></tr><tr><td>&amp;beta;-III-tubulin</td><td>BioLegend</td><td>657402</td><td>Primary antibodies</td></tr><tr><td>&amp;beta;-III-tubulin</td><td>Abcam</td><td>ab41489</td><td>Primary antibodies</td></tr><tr><td>&amp;beta;-tubulin</td><td>Abcam</td><td>ab131205</td><td>Primary antibodies</td></tr><tr><td>Agarose, low gellling temperature</td><td>Sigma Aldrich</td><td>A9414</td><td>For brain embedding</td></tr><tr><td>Anti-a-tubulin antibody produced in rabbit (&amp;alpha;-tubulin)</td><td>Abcam</td><td>ab52866</td><td>Primary antibodies</td></tr><tr><td>Anti-Calbindin antibody produced in mouse (Calbindin)</td><td>Abcam</td><td>ab82812</td><td>Primary antibodies</td></tr><tr><td>Anti-GABA B receptor R2&amp;nbsp; antibody produced in guinea pig (GABA B receptor R2)</td><td>Millipore Sigma</td><td>AB2255</td><td>Primary antibodies</td></tr><tr><td>Anti-GFAP antibody produced in goat (GFAP)</td><td>Thermo Scientific</td><td>PA5-18598</td><td>Primary antibodies</td></tr><tr><td>Anti-Glucagon&amp;nbsp; antibody produced in mouse (Glucagon)</td><td>Santa Cruz Biotechnology</td><td>sc-514592</td><td>Primary antibodies</td></tr><tr><td>Anti-insulin antibody produced in guinea pig (insulin)</td><td>DAKO</td><td>IR00261-2</td><td>Primary antibodies</td></tr><tr><td>Anti-MBP antibody produced in rat (MBP)</td><td>Abcam</td><td>ab7349</td><td>Primary antibodies</td></tr><tr><td>Anti-NeuN antibody produced in rabbit (NeuN)</td><td>Thermo Scientific</td><td>PA5-78639</td><td>Primary antibodies</td></tr><tr><td>Anti-Pancreatic polypeptide (PP) antibody produced in goat- Pancreatic polypeptide (PP)</td><td>Sigma Aldrich</td><td>SAB2500747</td><td>Primary antibodies</td></tr><tr><td>Anti-Pdx1 antibody produced in rabbit (Pdx1)</td><td>Milipore</td><td>06-1379</td><td>Primary antibodies</td></tr><tr><td>Anti-Somatostatin antibody produced in rat (Somatostatin)</td><td>Abcam</td><td>ab30788</td><td>Primary antibodies</td></tr><tr><td>Anti-Vimentin antibody produced in chicken (Vimentin)</td><td>Abcam</td><td>ab24525</td><td>Primary antibodies</td></tr><tr><td>Band-pass filter</td><td>KR Electronics</td><td>KR2724</td><td>8 MHz</td></tr><tr><td>BNC 50 Ohm Terminator</td><td>Mini Circuits</td><td>STRM-50</td><td></td></tr><tr><td>BNC cable</td><td>Thorlabs</td><td>2249-C</td><td>Coaxial Cable, BNC Male / Male</td></tr><tr><td>Broadband dielectric mirror</td><td>Thorlabs</td><td>BB1-E03</td><td>750 - 1100 nm</td></tr><tr><td>C57BL/6J mice</td><td>Jackson Laboratory</td><td>000664</td><td></td></tr><tr><td>Centrifuge</td><td></td><td></td><td></td></tr><tr><td>Condenser</td><td>Olympus</td><td></td><td>oil immersion, 1.4 N.A.</td></tr><tr><td>Cytokeratin 18</td><td>Abcam</td><td>ab7797</td><td>Primary antibodies</td></tr><tr><td>Cytokeratin 18</td><td>Abcam</td><td>ab24561</td><td>Primary antibodies</td></tr><tr><td>DC power supply</td><td>TopWard</td><td>6302D</td><td>Bias voltage is 64 V</td></tr><tr><td>Dichroic mount</td><td>Thorlabs</td><td>KM100CL</td><td>Kinematic Mount for up to 1.3&quot; (33 mm) Tall Rectangular Optics, Left Handed</td></tr><tr><td>Donkey anti-Chicken IgY (H+L)</td><td>Jackson ImmunoResearch</td><td>703-005-155</td><td>Secondary antibodies for MARS conjugation</td></tr><tr><td>Donkey anti-Goat IgG (H+L)</td><td>Jackson ImmunoResearch</td><td>705-005-147</td><td>Secondary antibodies for MARS conjugation</td></tr><tr><td>Donkey anti-Guinea Pig IgG (H+L)</td><td>Jackson ImmunoResearch</td><td>706-005-148</td><td>Secondary antibodies for MARS conjugation</td></tr><tr><td>Donkey anti-Mouse IgG (H+L)</td><td>Jackson ImmunoResearch</td><td>715-005-151</td><td>Secondary antibodies for MARS conjugation</td></tr><tr><td>Donkey anti-Rabbit IgG (H+L)</td><td>Jackson ImmunoResearch</td><td>711-005-152</td><td>Secondary antibodies for MARS conjugation</td></tr><tr><td>Donkey anti-Rat IgG (H+L)</td><td>Jackson ImmunoResearch</td><td>712-005-153</td><td>Secondary antibodies for MARS conjugation</td></tr><tr><td>Donkey anti-Sheep IgG (H+L)</td><td>Jackson ImmunoResearch</td><td>713-005-147</td><td>Secondary antibodies for MARS conjugation</td></tr><tr><td>DPBS</td><td>Fisher Scientific</td><td>14-190-250</td><td></td></tr><tr><td>EpCAM</td><td>Abcam</td><td>ab71916</td><td>Primary antibodies</td></tr><tr><td>Ethanol</td><td>Sigma Aldrich</td><td>443611</td><td></td></tr><tr><td>Fast-speed look-in amplifier</td><td>Zurich Instruments</td><td>HF2LI</td><td>DC - 50 MHz</td></tr><tr><td>FFPE Kidney Sample</td><td>USBiomax</td><td>HuFPT072</td><td></td></tr><tr><td>Fibrillarin</td><td>Abcam</td><td>ab5821</td><td>Primary antibodies</td></tr><tr><td>Giantin</td><td>Abcam</td><td>ab24586</td><td>Primary antibodies</td></tr><tr><td>Glucagon</td><td>Santa Cruz Biotechnology</td><td>sc-514592</td><td>Primary antibodies</td></tr><tr><td>H2B</td><td>Abcam</td><td>ab1790</td><td>Primary antibodies</td></tr><tr><td>HeLa</td><td>ATCC</td><td>ATCC CCL-2</td><td></td></tr><tr><td>High O.D. bandpass filter</td><td>Chroma Technology</td><td>ET890/220m</td><td>Filter the Stokes beam and transmit the pump beam</td></tr><tr><td>Hydrophobic pen</td><td>Fisher Scientific</td><td>NC1384846</td><td></td></tr><tr><td>Insulin</td><td>ThermoFisher</td><td>701265</td><td>Primary antibodies</td></tr><tr><td>Integrated SRS laser system</td><td>Applied Physics &amp;amp; Electronics, Inc.</td><td>picoEMERALD</td><td>picoEMERALD provides an output pulse train at 1,064 nm with 6-ps pulse width and 80-MHz repetition rate, which serves as the Stokes beam. The frequency doubled beam at 532 nm is used to synchronously seed a picosecond optical parametric oscillator (OPO) to produce a mode-locked pulse train with five~6 ps pulse width (the idler beam of the OPO is blocked with an interferometric filter). The output wavelength of the OPO is tunable from 720&amp;ndash;950 nm, which serves as the pump beam. The intensity of the 1,064-nm Stokes beam is modulated sinusoidally by a built-in EOM at 8 MHz with a modulation depth of more than 90%. The pump beam is spatially overlapped with the Stokes beam by using a dichroic mirror inside picoEMERALD. The temporal overlap between pump and Stokes pulse trains is achieved with a built-in delay stage and optimized by the SRS signal of pure D2O at the microscope.</td></tr><tr><td>Inverted laser-scanning microscope</td><td>Olympus</td><td>FV1200MPE</td><td></td></tr><tr><td>Kinematic mirror mount</td><td>Thorlabs</td><td>POLARIS-K1-2AH</td><td>2 Low-Profile Hex Adjusters</td></tr><tr><td>Lectin from Triticum vulgaris (wheat)</td><td>Sigma Aldrich</td><td>L0636-5 mg</td><td></td></tr><tr><td>Long-pass dichroic beam splitter</td><td>Semrock</td><td>Di02-R980-25x36</td><td>980 nm laser BrightLine&amp;nbsp;single-edge laser-flat dichroic beamsplitter</td></tr><tr><td>MAP2</td><td>BioLegend</td><td>801810</td><td>Primary antibodies</td></tr><tr><td>Microscopy imaging software</td><td>Olympus</td><td>FluoView</td><td></td></tr><tr><td>NanoQuant Plate</td><td>Tecan</td><td></td><td>For absorbance-based, small volume analyses in a plate reader.</td></tr><tr><td>Normal donkey serum</td><td>Jackson ImmunoResearch</td><td>017-000-121</td><td></td></tr><tr><td>NucBlue Fixed Cell ReadyProbes Reagent (DAPI)</td><td>Thermo Scientific</td><td>R37606</td><td></td></tr><tr><td>Nunc 4-Well Dishes</td><td>Fisher Scientific</td><td>12-566-300</td><td></td></tr><tr><td>Objective lens</td><td>Olympus</td><td>XLPlan N</td><td>x25, 1.05-NA, MP, working distance&amp;thinsp;=&amp;thinsp;2&amp;thinsp;mm</td></tr><tr><td>Paint brush</td><td></td><td></td><td></td></tr><tr><td>Periscope assembly</td><td>Thorlabs</td><td>RS99</td><td>includes the top and bottom units, &amp;Oslash;1&quot; post, and clamping fork.</td></tr><tr><td>pH meter</td><td></td><td></td><td></td></tr><tr><td>Plate reader</td><td>Tecan</td><td>Infinite 200 PRO</td><td>An easy-to-use multimode plate reader. Absorbance measurement capabilities over a spectral range of 230&amp;ndash;1000 nm.</td></tr><tr><td>ProLong Gold antifade reagent</td><td>Thermo Scientific</td><td>P36930</td><td></td></tr><tr><td>PSD95</td><td>Invitrogen</td><td>51-6900</td><td>Primary antibodies</td></tr><tr><td>Sephadex G-25 Medium</td><td>GE Life Sciences</td><td>17-0033-01</td><td>gel filtration resin for desalting and buffer exchange</td></tr><tr><td>Shielded box with BNC connectors</td><td>Pomona Electronics</td><td>2902</td><td>Aluminum Box With Cover, BNC Female/Female</td></tr><tr><td>Si photodiode</td><td>Thorlabs</td><td>FDS1010</td><td>350&amp;ndash;1100 nm, 10 mm x 10 mm Active Area</td></tr><tr><td>Synapsin 2</td><td>ThermoFisher</td><td>OSS00073G</td><td>Primary antibodies</td></tr><tr><td>Tissue Path Superfrost Plus Gold Slides</td><td>Fisher Scientific</td><td>22-035813</td><td>Adhesive slide to attract and chemically bond fresh or formalin-fixed tissue sections firmly to the slide surface (tiisue bindling glass slides)</td></tr><tr><td>Triton X-100</td><td>Fisher Scientific</td><td>BP151-500</td><td></td></tr><tr><td>Vibratome</td><td>Leica</td><td>VT1000</td><td></td></tr><tr><td>Vimentin</td><td>Abcam</td><td>ab8069</td><td>Primary antibodies</td></tr><tr><td>Xylenes</td><td>Sigma Aldrich</td><td>214736</td><td></td></tr></tbody></table>

highly-multiplexed tissue imaging with raman dyes

Visualizing a vast scope of specific biomarkers in tissues plays a vital role in exploring the intricate organizations of complex biological systems. Hence, highly multiplexed imaging technologies have been increasingly appreciated. Here, we describe an emerging platform of highly-multiplexed vibrational imaging of specific proteins with comparable sensitivity to standard immunofluorescence via electronic pre-resonance stimulated Raman scattering (epr-SRS) imaging of rainbow-like Raman dyes. This method circumvents the limit of spectrally-resolvable channels in conventional immunofluorescence and provides a one-shot optical approach to interrogate multiple markers in tissues with subcellular resolution. It is generally compatible with standard tissue preparations, including paraformaldehyde-fixed tissues, frozen tissues, and formalin-fixed paraffin-embedded (FFPE) human tissues. We envisage this platform will provide a more comprehensive picture of protein interactions of biological specimens, particularly for thick intact tissues. This protocol provides the workflow from antibody preparation to tissue sample staining, to SRS microscope assembly, to epr-SRS tissue imaging.

Figure 3&#160;shows example images of epr-SRS in different samples, including fixed cells (Figure 3A), paraformaldehyde (PFA)-fixed mouse tissues (Figure 3B), and formalin-fixed paraffin-embedded (FFPE) human specimens (Figure 3C). The spatial resolution of SRS microscopy is diffraction-limited, the typical lateral resolution is ~300 nm, and the axial resolution is 1-2 &#181;m using near-infrared light ...

Watch this Scientific Journal Video about Highly-Multiplexed Tissue Imaging with Raman Dyes at JoVE.com

Highly-Multiplexed Tissue Imaging with Raman Dyes

Electronic pre-resonance stimulated Raman scattering (epr-SRS) imaging of rainbow-like Raman dyes is a new platform for highly multiplexed epitope-based protein imaging. Here, we present a practical guide including antibody preparation, tissue sample staining, SRS microscope assembly, and epr-SRS tissue imaging.

Visualizing a vast scope of specific biomarkers in tissues plays a vital role in exploring the intricate organizations of complex biological systems. ...

highly-multiplexed-tissue-imaging-with-raman-dyes

Research

JoVE Journal

Bioengineering

2.8K Views.  Columbia University. Sterk gemultiplexte vibrationele beeldvorming biedt een one-shot optische benadering om meerdere eiwitmarkers in weefsels met subcellulaire resolutie te ondervragen. Dit platform geeft een uitgebreid beeld van eiwitinteracties van biologische systemen. Het belangrijkste voordeel van deze techniek is de cyclusvrije multiplexiteit.Deze techniek is met name geschikt voor toepassingen waar fietsstrategieën niet goed functioneren, zoals in dikke weefselsecties. Deze methode maakt individue...

Video: Highly-Multiplexed Tissue Imaging with Raman Dyes

Quantitative Multispectral Analysis Following Fluorescent Tissue Transplant for Visualization of Cell Origins, Types, and Interactions

With the desire to understand the contributions of multiple cellular elements to the development of a complex tissue; such as the numerous cell types that participate in regenerating tissue, tumor formation, or vasculogenesis, we devised a multi-colored cellular transplant model of tumor development in which cell populations originate from different fluorescently colored reporter gene mice and are transplanted, engrafted or injected in and around a developing tumor. These colored cells are then recruited and incorporated into the tumor stroma. In order to quantitatively assess bone marrow derived tumor stromal cells, we transplanted GFP expressing transgenic whole bone marrow into lethally irradiated RFP expressing mice as approved by IACUC. 0ovarian tumors that were orthotopically injected into the transplanted mice were excised 6-8 weeks post engraftment and analyzed for bone marrow marker of origin (GFP) as well as antibody markers to detect tumor associated stroma using multispectral imaging techniques. We then adapted a methodology we call MIMicc- Multispectral Interrogation of Multiplexed cellular compositions, using multispectral unmixing of fluoroprobes to quantitatively assess which labeled cell came from which starting populations (based on original reporter gene labels), and as our ability to unmix 4, 5, 6 or more spectra per slide increases, we&#39;ve added additional immunohistochemistry associated with cell lineages or differentiation to increase precision. Utilizing software to detect co-localized multiplexed-fluorescent signals, tumor stromal populations can be traced, enumerated and characterized based on marker staining.1

Complex tissue masses, from organs to tumors, are composed of various cellular elements. We elucidated the contribution of cellular phenotypes within a tissue utilizing multi-labeled fluorescent transgenic mice in combination with multiparameter immunofluorescent staining followed by spectral unmixing to decipher cell origin as well as cell characteristics based on protein expression.

With the desire to understand the contributions of multiple cellular elements to the development of a complex tissue; such as the numerous cell types that ...

Medicine

Multiplexed Barcoding Image Analysis for Immunoprofiling and Spatial Mapping Characterization in the Single-Cell Analysis of Paraffin Tissue Samples

Multiplexed imaging technology using antibody barcoding with oligonucleotides, which sequentially detects multiple epitopes in the same tissue section, is an effective methodology for tumor evaluation that improves the understanding of the tumor microenvironment. The visualization of protein expression in formalin-fixed, paraffin-embedded&#160;tissues is achieved when a specific fluorophore is annealed to an antibody-bound barcode via complementary oligonucleotides and then sample imaging is performed; indeed, this method allows for the use of customizable panels of more than 40 antibodies in a single tissue staining reaction. This method is compatible with fresh frozen tissue, formalin-fixed, paraffin-embedded tissue, cultured cells, and peripheral blood mononuclear cells, meaning that researchers can use this technology to view a variety of sample types at single-cell resolution. This method starts with a manual staining and fixing protocol, and all the antibody barcodes are applied using an antibody cocktail. The staining fluidics instrument is fully automated and performs iterative cycles of labeling, imaging, and removing spectrally distinct fluorophores until all the biomarkers have been imaged using a standard fluorescence microscope. The images are then collected and compiled across all the imaging cycles to achieve single-cell resolution for all the markers. The single-step staining and gentle fluorophore removal not only allow for highly multiplexed biomarker analysis but also preserve the sample for additional downstream analysis if desired (e.g., hematoxylin and eosin staining). Furthermore, the image analysis software enables image processing-drift compensation, background subtraction, cell segmentation, and clustering-as well as the visualization and analysis of the images and cell phenotypes for the generation of spatial network maps. In summary, this technology employs a computerized microfluidics system and fluorescence microscope to iteratively hybridize, image, and strip fluorescently labeled DNA probes that are complementary to tissue-bound, oligonucleotide-conjugated antibodies.

Multiplexed barcoding image analysis has recently improved the characterization of the tumor microenvironment, permitting comprehensive studies of cell composition, functional state, and cell-cell interactions. Herein, we describe a staining and imaging protocol using the barcoding of oligonucleotide-conjugated antibodies and cycle imaging, which allows for the use of a high-dimensional image&#160;analysis technique.

Multiplexed imaging technology using antibody barcoding with oligonucleotides, which sequentially detects multiple epitopes in the same tissue section, is ...

Cancer Research

Multiplex Chemical Imaging Based on Broadband Stimulated Raman Scattering Microscopy

Stimulated Raman scattering (SRS) microscopy is a nonlinear optical technique for label-free chemical imaging. This analytical tool delivers chemical maps at high speed, and high spatial resolution of thin samples by directly interrogating their molecular vibrations. In its standard implementation, SRS microscopy is narrowband and forms images with only a single vibrational frequency at a time. However, this approach not only hinders the chemical specificity of SRS but also neglects the wealth of information encoded within vibrational spectra. 
These limitations can be overcome by broadband SRS, an implementation capable of extracting a vibrational spectrum per pixel of the image in parallel. This delivers hyperspectral data that, when coupled with chemometric analysis, maximizes the amount of information retrieved from the specimen. Thus, broadband SRS improves the chemical specificity of the system, allowing the quantitative determination of the concentration of the different constituents of a sample. Here, we report a protocol for chemical imaging with broadband SRS microscopy, based on a home-built SRS microscope operating with a custom differential multichannel-lock-in amplifier detection. It discusses the sample preparation, alignment of the SRS apparatus, and chemometric analysis. By acquiring vibrational Raman spectra, the protocol illustrates how to identify different chemical species within a mixture, determining their relative concentrations.

We present a protocol to acquire chemical images with broadband stimulated Raman scattering (SRS) microscopy. Based on an SRS microscope that operates with differential multichannel-lock-in detection, the protocol describes the sample preparation, adjustment of the SRS apparatus, and chemometrics to disentangle different constituents of chemically heterogeneous samples.

Stimulated Raman scattering (SRS) microscopy is a nonlinear optical technique for label-free chemical imaging. This analytical tool delivers chemical maps ...

Engineering

Label-free Super-resolution Imaging Enabled by Vibrational Imaging of Swelled Tissue and Analysis

The universal utilization of fluorescence microscopy, especially super-resolution microscopy, has greatly advanced knowledge about modern biology. Conversely, the requirement of fluorophore labeling in fluorescent techniques poses significant challenges, such as photobleaching and non-uniform labeling of fluorescent probes and prolonged sample processing. In this protocol, the detailed working procedures of vibrational imaging of swelled tissue and analysis (VISTA) are presented. VISTA circumvents obstacles associated with fluorophores and achieves label-free super-resolution volumetric imaging in biological samples with spatial resolution down to 78 nm. The procedure is established by embedding cells and tissues in hydrogel, isotropically expanding the hydrogel sample hybrid, and visualizing endogenous protein distributions by vibrational imaging with stimulated Raman scattering microscopy. The method is demonstrated on both cells and mouse brain tissues. Highly correlative VISTA and immunofluorescence images were observed, validating the protein origin of imaging specificities. Exploiting such correlation, a machine learning-based image-segmentation algorithm was trained to achieve multi-component prediction of nuclei, blood vessels, neuronal cells, and dendrites from label-free mouse brain images. The procedure was further adapted to investigate pathological poly-glutamine (polyQ) aggregates in cells and amyloid-beta (A&#946;) plaques in brain tissues with high throughput, justifying its potential for large-scale clinical samples.

By combining sample-expansion hydrogel chemistry with label-free chemical-specific stimulated Raman scattering microscopy, the protocol describes how to achieve label-free super-resolution volumetric imaging in biological samples. With an additional machine learning image segmentation algorithm, protein-specific multi-component images in tissues without antibody labeling were obtained.

The universal utilization of fluorescence microscopy, especially super-resolution microscopy, has greatly advanced knowledge about modern biology. ...

Chemistry

Differential Imaging of Biological Structures with Doubly-resonant Coherent Anti-stokes Raman Scattering (CARS)

Coherent Raman imaging techniques have seen a dramatic increase in activity over the past decade due to their promise to enable label-free optical imaging with high molecular specificity 1. The sensitivity of these techniques, however, is many orders of magnitude weaker than fluorescence, requiring milli-molar molecular concentrations 1,2. Here, we describe a technique that can enable the detection of weak or low concentrations of Raman-active molecules by amplifying their signal with that obtained from strong or abundant Raman scatterers. The interaction of short pulsed lasers in a biological sample generates a variety of coherent Raman scattering signals, each of which carry unique chemical information about the sample. Typically, only one of these signals, e.g. Coherent Anti-stokes Raman scattering (CARS), is used to generate an image while the others are discarded. However, when these other signals, including 3-color CARS and four-wave mixing (FWM), are collected and compared to the CARS signal, otherwise difficult to detect information can be extracted 3. For example, doubly-resonant CARS (DR-CARS) is the result of the constructive interference between two resonant signals 4. We demonstrate how tuning of the three lasers required to produce DR-CARS signals to the 2845 cm-1 CH stretch vibration in lipids and the 2120 cm-1 CD stretching vibration of a deuterated molecule (e.g. deuterated sugars, fatty acids, etc.) can be utilized to probe both Raman resonances simultaneously. Under these conditions, in addition to CARS signals from each resonance, a combined DR-CARS signal probing both is also generated. We demonstrate how detecting the difference between the DR-CARS signal and the amplifying signal from an abundant molecule's vibration can be used to enhance the sensitivity for the weaker signal. We further demonstrate that this approach even extends to applications where both signals are generated from different molecules, such that e.g. using the strong Raman signal of a solvent can enhance the weak Raman signal of a dilute solute.

Differential Imaging of Biological Structures with Doubly-resonant Coherent Anti-stokes Raman Scattering CARS

A combination of three single wavelength short-pulsed lasers is used to generate coherent anti-Stokes Raman scattering (CARS) and doubly-resonant CARS (DR-CARS). The difference between these signals provides enhanced sensitivity for otherwise difficult to detect coherent Raman signals, enabling imaging of weak Raman scatterers.

Coherent Raman imaging techniques have seen a dramatic increase in activity over the past decade due to their promise to enable label-free optical imaging ...

Biology

In vivo Imaging of Biological Tissues with Combined Two-Photon Fluorescence and Stimulated Raman Scattering Microscopy

Stimulated Raman scattering (SRS) microscopy enables label-free imaging of the biological tissues in its natural microenvironment based on intrinsic molecular vibration, thus providing a perfect tool for in vivo study of biological processes at subcellular resolution. By integrating two-photon excited fluorescence (TPEF) imaging into the SRS microscope, the dual-modal in vivo imaging of tissues can acquire critical biochemical and biophysical information from multiple perspectives which helps understand the dynamic processes involved in cellular metabolism, immune response and tissue remodeling, etc. In this video protocol, the setup of a TPEF-SRS microscope system as well as the in vivo imaging method of the animal spinal cord is introduced. The spinal cord, as part of the central nervous system, plays a critical role in the communication between the brain and peripheral nervous system. Myelin sheath, abundant in phospholipids, surrounds and insulates the axon to permit saltatory conduction of action potentials. In vivo imaging of myelin sheaths in the spinal cord is important to study the progression of neurodegenerative diseases and spinal cord injury. The protocol also describes animal preparation and in vivo TPEF-SRS imaging methods to acquire high-resolution biological images.

In vivo Imaging of Biological Tissues with Combined Two-Photon Fluorescence and Stimulated Raman Scattering Microscopy

Stimulated Raman scattering (SRS) microscopy allows label-free imaging of biomolecules based on their intrinsic vibration of specific chemical bonds. In this protocol, the instrumental setup of an integrated SRS and two-photon fluorescence microscope is described to visualize cellular structures in the spinal cord of live mice.

Stimulated Raman scattering (SRS) microscopy enables label-free imaging of the biological tissues in its natural microenvironment based on intrinsic ...

Real-Time, Two-Color Stimulated Raman Scattering Imaging of Mouse Brain for Tissue Diagnosis

Stimulated Raman scattering (SRS) microscopy has emerged as a powerful optical imaging technique for tissue diagnosis. In recent years, two-color SRS has been shown to be able to provide hematoxylin and eosin (H&amp;E)-equivalent images that allow fast and reliable diagnosis of brain cancer. Such capability has enabled exciting intraoperative cancer diagnosis applications. Two-color SRS imaging of tissue can be done with either a picosecond or femtosecond laser source. Femtosecond lasers have the advantage of enabling flexible imaging modes, including fast hyperspectral imaging and real-time, two-color SRS imaging. A spectral-focusing approach with chirped laser pulses is typically used with femtosecond lasers to achieve high spectral resolution. 
Two-color SRS acquisition can be realized with orthogonal modulation and lock-in detection. The complexity of pulse chirping, modulation, and characterization is a bottleneck for the widespread adoption of this method. This article provides a detailed protocol to demonstrate the implementation and optimization of spectral-focusing SRS and real-time, two-color imaging of mouse brain tissue in the epi-mode. This protocol can be used for a broad range of SRS imaging applications that leverage the high speed and spectroscopic imaging capability of SRS.

Stimulated Raman scattering (SRS) microscopy is a powerful, nondestructive, and label-free imaging technique. One emerging application is stimulated Raman histology, where two-color SRS imaging at the protein and lipid Raman transitions are used to generate pseudo-hematoxylin and eosin images. Here, we demonstrate a protocol for real-time, two-color SRS imaging for tissue diagnosis.

Stimulated Raman scattering (SRS) microscopy has emerged as a powerful optical imaging technique for tissue diagnosis. In recent years, two-color SRS has ...

Biomolecular Imaging of Cellular Uptake of Nanoparticles using Multimodal Nonlinear Optical Microscopy

Probing gold nanoparticles (AuNPs) in living systems is essential to reveal the interaction between AuNPs and biological tissues. Moreover, by integrating nonlinear optical signals such as stimulated Raman scattering (SRS), two-photon excited fluorescence (TPEF), and transient absorption (TA) into an imaging platform, it can be used to reveal biomolecular contrast of cellular structures and AuNPs in a multimodal manner. This article presents a multimodal nonlinear optical microscopy and applies it to perform chemically specific imaging of AuNPs in cancer cells. This imaging platform provides a novel approach for developing more efficient functionalized AuNPs and determining whether they are within vasculatures surrounding the tumor, pericellular, or cellular spaces.

This article presents the integration of a spectral-focusing module and a dual-output pulse laser, enabling rapid hyperspectral imaging of gold nanoparticles and cancer cells. This work aims to demonstrate the details of multimodal nonlinear optical techniques on a standard laser scanning microscope.

Probing gold nanoparticles (AuNPs) in living systems is essential to reveal the interaction between AuNPs and biological tissues. Moreover, by integrating ...

A Rapid Method for Multispectral Fluorescence Imaging of Frozen Tissue Sections

Multispectral fluorescence imaging on formalin-fixed paraffin-embedded (FFPE) tissues enables the detection of multiple markers in a single tissue sample that can provide information about antigen coexpression and spatial distribution of the markers. However, a lack of suitable antibodies for formalin-fixed tissues may restrict the nature of markers that can be detected. In addition, the staining method is time-consuming. Here we describe a rapid method to perform multispectral fluorescence imaging on frozen tissues. The method includes the fluorophore combinations used, detailed steps for the staining of mouse and human frozen tissues, and the scanning, acquisition, and analysis procedures. For staining analysis, a commercially available semiautomated multispectral fluorescence imaging system is used. Through this method, up to six different markers were stained and detected in a single frozen tissue section. The machine learning analysis software can phenotype cells that can be used for quantitative analysis. The method described here for frozen tissues is useful for the detection of markers that cannot be detected in FFPE tissues or for which antibodies are not available for FFPE tissues.

We describe a rapid staining method to perform multispectral imaging on frozen tissues.

Multispectral fluorescence imaging on formalin-fixed paraffin-embedded (FFPE) tissues enables the detection of multiple markers in a single tissue sample ...

Immunology and Infection

Rapid Antimicrobial Susceptibility Testing by Stimulated Raman Scattering Imaging of Deuterium Incorporation in a Single Bacterium

To slow and prevent the spread of antimicrobial resistant infections, rapid antimicrobial susceptibility testing (AST) is in urgent need to &#65279;quantitatively determine the &#65279;antimicrobial effects on pathogens. &#65279;It typically takes days to complete the AST by conventional methods based on the long-time culture, and they do not work directly for clinical samples. Here, we report a rapid AST &#65279;method enabled by stimulated Raman scattering (SRS) imaging of deuterium oxide (D2O) metabolic incorporation. Metabolic incorporation of D2O into biomass and the metabolic activity inhibition upon exposure to antibiotics at the single bacterium level are monitored by SRS imaging. The&#65279; single-cell metabolism inactivation concentration (SC-MIC) of bacteria upon exposure to antibiotics can be obtained after a total of 2.5 h of sample preparation and detection. Furthermore, this rapid AST method is directly applicable to bacterial samples in complex biological environments, such as urine or whole blood. SRS metabolic imaging of deuterium incorporation is transformative for rapid single-cell phenotypic AST in the clinic.

This protocol presents rapid antimicrobial susceptibility testing (AST) assay within 2.5 h by single-cell-stimulated Raman scattering imaging of D2O metabolism. This method applies to bacteria in the urine or whole blood environment, which is transformative for rapid single-cell phenotypic AST in the clinic.

Highly-Multiplexed Tissue Imaging with Raman Dyes

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