Method Article
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. 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.
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-µM, 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 π-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 µm 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.
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
2. Tissue sample preparation
3. Tissue immuno-eprSRS staining
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.
5. Image acquisition and analysis
Figure 3 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 µm using near-infrared light for excitation. As a result, fine subcellular structures such as microtubules in HeLa cells were faithfully revealed with immuno-eprSRS imaging of α-tubulin (Figure 3A). Moreover, epr-SRS is generally compatible with FFPE tissues (Figure 3C), which is a common form of biopsy specimens for clinical diagnosis and pathology research. Similar to two-photon fluorescence microscopy, as a nonlinear process, epr-SRS has optical sectioning capability for visualizing three-dimensional patterns with subcellular resolution (Figure 3D-E).
We first showcased the multiplex protein imaging utility of epr-SRS on fixed frozen tissue samples of mouse islets of Langerhans in the pancreas. Several interested targets are selected, including hormone expression (e.g., insulin, glucose agonist (glucagon), pancreatic polypeptide (PP), and somatostatin) for cell-type classification (β-cells and non-β-cells (α-, δ-cells)) and transcription factors which are known to be related with β-cell heterogeneity23. Of note, since fluorescence detection is orthogonal to SRS detection, epr-SRS is fully compatible with confocal fluorescence and two-photon fluorescence. As a proof-of-concept, 7-color SRS-fluorescence tandem imaging on a single islet was readily achieved (Figure 4) with good contrast and correct patterns. Low-expression targets such as the transcription factor Pdx1 were imaged with sufficient contrast.
We also demonstrated an eight-color SRS-fluorescence tandem imaging in PFA-fixed mouse cerebellum tissues (Figure 5). Through established biomarkers, different cell types, such as cerebellar granule neurons (NeuN), Purkinje neurons (Calbindin), astrocytes (GFAP), oligodendrocytes (MBP), and GABAergic neurons (GABA B2 receptor) can be identified.
Figure 1: Epr-SRS microscopy for highly multiplexed protein imaging. (A) Energy diagram for spontaneous Raman, non-resonant SRS, and electronic pre-resonant SRS (epr-SRS). Vibrational transition rate of chromophores will be enhanced in epr-SRS by up to 1013-fold. (B) Epitope-based immuno-imaging of α-tubulin was demonstrated in COS-7 cells stained by ATTO740 with high vibrational contrast by epr-SRS. The epr-SRS signal completely disappears when the pump laser wavelength is off-resonance by only 2 nm (right). Scale bars, 20 µm. (C) Epr-SRS spectra of NHS ester-conjugated MARS probes as listed in Supplementary Material. Please click here to view a larger version of this figure.
Figure 2: The design of SRS microscope set-up. (A) Schematic diagram of the SRS set-up. EOM = electro-optic modulator, M = mirror, L = lens, DBS = dichroic beam splitter, DM = dichroic mirror, OB = objective lens, CO = condenser, F = filter, PD = photodiode. (B) This panel shows the laser excitation part. Dual-color beam from laser output is first separated with each beam being collimated and expanded and later combined and directed into the microscope body. (C) This panel shows the transmitted collection with a condenser. (D) This panel shows the SRS detection part. Photodiode and filter are mounted to shielded box with two BNC female connectors. Lower BNC connector is for reverse bias voltage, and the higher BNC connector is for current signal output to lock-in amplifier terminated with 50 Ω. (E) This panel shows how the Si photodiode is mounted inside the shielded box. Please click here to view a larger version of this figure.
Figure 3: Raman dye imaging of distinct protein markers via immunolabeling. (A) Immuno-eprSRS imaging of α-tubulin in HeLa cells. (B) Immuno-eprSRS imaging of NeuN in PFA-fixed mouse brain cortex. (C) Immuno-eprSRS imaging of Vimentin in human kidney FFPE tissue. (D) Volume-rendered image ofMARS2145 stained GFAP in 100-µm thick mouse brain tissue. The step size in z was 2 µm. (E) Volume-rendered image ofMARS2228 stained NeuN in 40-µm thick mouse brain tissue. The step size in z was 1 µm. Scale bars, 20 µm in (A), 50 µm in (B-C), 30 µm in (D-E). Please click here to view a larger version of this figure.
Figure 4: Representative results of 7-color tandem imaging of hormones and transcription factors on frozen mouse islet tissue. Epr-SRS: Insulin (detected by Cy5, β-cell marker, green), Pdx1 (detected by MARS2228, transcription factor, red), Glucagon (detected by MARS2216, α-cell marker, yellow), PP (detected by MARS2147, PP-cell marker, blue). Fluorescence: Somatostatin (Alexa488, δ-cell marker, orange), Nkx2.2 (Cy3, transcription factor, magenta), DAPI (nucleus, dark blue). Scale bar, 20 µm. Please click here to view a larger version of this figure.
Figure 5: Representative results of 8-color tandem imaging of cell type markers on PFA-fixed mouse brain section. Fluorescence: DNA (DAPI), GABA (γ-aminobutyric acid) B receptor 2 (GABAergic neurons, Alexa Fluor 488), neuronal nuclei (NeuN; neurons, Alexa Fluor 568) and Calbindin (Purkinje neurons, Alexa Fluor 647); epr-SRS: wheat germ agglutinin (WGA; MARS2228), Vimentin (MARS2200), myelin basic protein (MBP; oligodendrocytes, MARS2176) and GFAP (astrocytes and neural stem cells, MARS2145).Scale bar, 50 µm. Please click here to view a larger version of this figure.
Table 1: Validated antibodies for immuno-eprSRS. Refer to the Table of Materials for more details. Please click here to download this Table.
Supplementary Material: Properties of 8 utilized NHS-ester-functionalized MARS probes. λabs and excitation coefficients of MARS dyes were measured in DMSO solution on UV-Vis spectrometer using 1-cm glass cuvette as the container. The absolute Raman cross-sections of MARS dyes were determined in DMSO by comparing the epr-SRS signal of MARS dyes with the standard C−O stretch mode (1030 cm-1) of methanol. The absolute Raman cross-section for the standard C−O stretch mode (1030 cm-1) of methanol was reported as 2.1 x 10-30 cm2 at 785 nm. A cross-section of 0.9 x 10-30 cm2 was estimated under 860-nm pump wavelength by extrapolation. Please click here to download this File.
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 unpractical lengthy17. It is also very likely to introduce registration errors due to nonlinear 3D histological changes11,17. Immuno-eprSRS overcomes practical barriers of cyclic fluorescence in such a scenario and brings opportunities to reveal protein interaction networks across a large volume17.
Current multiplexity is mainly restricted by the availability of secondary antibodies. While in this protocol, we focused on indirect immunolabeling, in which MARS probes are conjugated to secondary antibodies, direct immunolabeling and lectin staining are feasible17. After more primary antibody validation with Raman dyes, 20 channels are expected with currently developed Raman dyes13,18,24. Moreover, imaging very low-abundant targets could be challenging for epr-SRS due to its slightly compromised sensitivity compared to the confocal fluorescence system. In this regard, we recommend assigning relatively low-abundant targets to brighter MARS dyes and low-expression targets to fluorescence channels.
A critical aspect of the protocol is the accessibility of instruments and probes. Instrumentation-wise, an SRS microscope is generally composed of a dual-color laser source with an optical modulator, a microscope, a photodiode detector, and a lock-in amplifier for demodulation25. Each component is commercially available with a slightly higher total cost than a two-photon laser scanning fluorescence microscope. A fully integrated multimodal SRS/fluorescence research microscope has been commercialized26 using a similar picosecond laser as here for SRS excitation and continuous-wave (CW) laser sets for fluorescence. This system is readily applicable for multiplex vibrational imaging in everyday biological research. Probe-wise, MARS probes haven't been commercialized yet and require some synthesis capabilities. Alternatively, many commercial far-red fluorophores (refer to Extended Data Table 1 in L. Wei et al. Nature 201713) can be used for epr-SRS. Yet, the multiplexity might be compromised. Moreover, since MARS probes by nature are small organic molecules, immuno-eprSRS is similar to immunofluorescence in terms of tissue staining. Therefore, the archive of validated affinity reagents such as antibodies in immunofluorescence can be readily transferred into immuno-eprSRS applications.
The authors have nothing to disclose.
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).
Name | Company | Catalog Number | Comments |
16% Paraformaldehyde, EM Grade | Electron Microscopy Sciences | 15710 | |
α-tubulin | Abcam | ab18251 | Primary antibodies |
α-tubulin | BioLegend | 625902 | Primary antibodies |
β-III-tubulin | BioLegend | 657402 | Primary antibodies |
β-III-tubulin | Abcam | ab41489 | Primary antibodies |
β-tubulin | Abcam | ab131205 | Primary antibodies |
Agarose, low gellling temperature | Sigma Aldrich | A9414 | For brain embedding |
Anti-a-tubulin antibody produced in rabbit (α-tubulin) | Abcam | ab52866 | Primary antibodies |
Anti-Calbindin antibody produced in mouse (Calbindin) | Abcam | ab82812 | Primary antibodies |
Anti-GABA B receptor R2 antibody produced in guinea pig (GABA B receptor R2) | Millipore Sigma | AB2255 | Primary antibodies |
Anti-GFAP antibody produced in goat (GFAP) | Thermo Scientific | PA5-18598 | Primary antibodies |
Anti-Glucagon antibody produced in mouse (Glucagon) | Santa Cruz Biotechnology | sc-514592 | Primary antibodies |
Anti-insulin antibody produced in guinea pig (insulin) | DAKO | IR00261-2 | Primary antibodies |
Anti-MBP antibody produced in rat (MBP) | Abcam | ab7349 | Primary antibodies |
Anti-NeuN antibody produced in rabbit (NeuN) | Thermo Scientific | PA5-78639 | Primary antibodies |
Anti-Pancreatic polypeptide (PP) antibody produced in goat- Pancreatic polypeptide (PP) | Sigma Aldrich | SAB2500747 | Primary antibodies |
Anti-Pdx1 antibody produced in rabbit (Pdx1) | Milipore | 06-1379 | Primary antibodies |
Anti-Somatostatin antibody produced in rat (Somatostatin) | Abcam | ab30788 | Primary antibodies |
Anti-Vimentin antibody produced in chicken (Vimentin) | Abcam | ab24525 | Primary antibodies |
Band-pass filter | KR Electronics | KR2724 | 8 MHz |
BNC 50 Ohm Terminator | Mini Circuits | STRM-50 | |
BNC cable | Thorlabs | 2249-C | Coaxial Cable, BNC Male / Male |
Broadband dielectric mirror | Thorlabs | BB1-E03 | 750 - 1100 nm |
C57BL/6J mice | Jackson Laboratory | 000664 | |
Centrifuge | |||
Condenser | Olympus | oil immersion, 1.4 N.A. | |
Cytokeratin 18 | Abcam | ab7797 | Primary antibodies |
Cytokeratin 18 | Abcam | ab24561 | Primary antibodies |
DC power supply | TopWard | 6302D | Bias voltage is 64 V |
Dichroic mount | Thorlabs | KM100CL | Kinematic Mount for up to 1.3" (33 mm) Tall Rectangular Optics, Left Handed |
Donkey anti-Chicken IgY (H+L) | Jackson ImmunoResearch | 703-005-155 | Secondary antibodies for MARS conjugation |
Donkey anti-Goat IgG (H+L) | Jackson ImmunoResearch | 705-005-147 | Secondary antibodies for MARS conjugation |
Donkey anti-Guinea Pig IgG (H+L) | Jackson ImmunoResearch | 706-005-148 | Secondary antibodies for MARS conjugation |
Donkey anti-Mouse IgG (H+L) | Jackson ImmunoResearch | 715-005-151 | Secondary antibodies for MARS conjugation |
Donkey anti-Rabbit IgG (H+L) | Jackson ImmunoResearch | 711-005-152 | Secondary antibodies for MARS conjugation |
Donkey anti-Rat IgG (H+L) | Jackson ImmunoResearch | 712-005-153 | Secondary antibodies for MARS conjugation |
Donkey anti-Sheep IgG (H+L) | Jackson ImmunoResearch | 713-005-147 | Secondary antibodies for MARS conjugation |
DPBS | Fisher Scientific | 14-190-250 | |
EpCAM | Abcam | ab71916 | Primary antibodies |
Ethanol | Sigma Aldrich | 443611 | |
Fast-speed look-in amplifier | Zurich Instruments | HF2LI | DC - 50 MHz |
FFPE Kidney Sample | USBiomax | HuFPT072 | |
Fibrillarin | Abcam | ab5821 | Primary antibodies |
Giantin | Abcam | ab24586 | Primary antibodies |
Glucagon | Santa Cruz Biotechnology | sc-514592 | Primary antibodies |
H2B | Abcam | ab1790 | Primary antibodies |
HeLa | ATCC | ATCC CCL-2 | |
High O.D. bandpass filter | Chroma Technology | ET890/220m | Filter the Stokes beam and transmit the pump beam |
Hydrophobic pen | Fisher Scientific | NC1384846 | |
Insulin | ThermoFisher | 701265 | Primary antibodies |
Integrated SRS laser system | Applied Physics & Electronics, Inc. | picoEMERALD | 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 720–950 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. |
Inverted laser-scanning microscope | Olympus | FV1200MPE | |
Kinematic mirror mount | Thorlabs | POLARIS-K1-2AH | 2 Low-Profile Hex Adjusters |
Lectin from Triticum vulgaris (wheat) | Sigma Aldrich | L0636-5 mg | |
Long-pass dichroic beam splitter | Semrock | Di02-R980-25x36 | 980 nm laser BrightLine single-edge laser-flat dichroic beamsplitter |
MAP2 | BioLegend | 801810 | Primary antibodies |
Microscopy imaging software | Olympus | FluoView | |
NanoQuant Plate | Tecan | For absorbance-based, small volume analyses in a plate reader. | |
Normal donkey serum | Jackson ImmunoResearch | 017-000-121 | |
NucBlue Fixed Cell ReadyProbes Reagent (DAPI) | Thermo Scientific | R37606 | |
Nunc 4-Well Dishes | Fisher Scientific | 12-566-300 | |
Objective lens | Olympus | XLPlan N | x25, 1.05-NA, MP, working distance = 2 mm |
Paint brush | |||
Periscope assembly | Thorlabs | RS99 | includes the top and bottom units, Ø1" post, and clamping fork. |
pH meter | |||
Plate reader | Tecan | Infinite 200 PRO | An easy-to-use multimode plate reader. Absorbance measurement capabilities over a spectral range of 230–1000 nm. |
ProLong Gold antifade reagent | Thermo Scientific | P36930 | |
PSD95 | Invitrogen | 51-6900 | Primary antibodies |
Sephadex G-25 Medium | GE Life Sciences | 17-0033-01 | gel filtration resin for desalting and buffer exchange |
Shielded box with BNC connectors | Pomona Electronics | 2902 | Aluminum Box With Cover, BNC Female/Female |
Si photodiode | Thorlabs | FDS1010 | 350–1100 nm, 10 mm x 10 mm Active Area |
Synapsin 2 | ThermoFisher | OSS00073G | Primary antibodies |
Tissue Path Superfrost Plus Gold Slides | Fisher Scientific | 22-035813 | Adhesive slide to attract and chemically bond fresh or formalin-fixed tissue sections firmly to the slide surface (tiisue bindling glass slides) |
Triton X-100 | Fisher Scientific | BP151-500 | |
Vibratome | Leica | VT1000 | |
Vimentin | Abcam | ab8069 | Primary antibodies |
Xylenes | Sigma Aldrich | 214736 |
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