研究目的
To develop a high-throughput Raman flow cytometer that enables label-free chemical probing of single live cells, overcoming the limitations of conventional fluorescent labeling-based flow cytometry, and to demonstrate its application in analyzing astaxanthin productivity and photosynthetic dynamics in microalgae.
研究成果
The FT-CARS flow cytometer achieves a record-high throughput of ~2000 cells/s for label-free single-cell Raman spectroscopy, enabling detailed analysis of cellular heterogeneity and metabolic processes. It demonstrates practical applications in microalgae research, such as monitoring astaxanthin production and photosynthetic dynamics, and holds promise for extensions like cell sorting and multimodal imaging.
研究不足
The throughput is limited by microfluidic channel clogging at high cell concentrations. Spectral fluctuations occur due to cell shape and positioning variations. The method requires specialized equipment and expertise, and it may not be directly applicable to all cell types without optimization.
1:Experimental Design and Method Selection:
The study employs a rapid-scan Fourier-transform coherent anti-Stokes Raman scattering (FT-CARS) spectrometer integrated with a microfluidic chip for high-throughput, label-free single-cell analysis. The design leverages FT-CARS for fast, broadband spectral acquisition and acoustofluidic focusing for precise cell positioning.
2:Sample Selection and Data Sources:
Samples include polymer beads (PMMA and PS), Euglena gracilis microalgae, and Haematococcus lacustris microalgae under various culture conditions (e.g., nitrogen deficiency, isotope labeling). Cells were obtained from microbial culture collections and prepared in specific media.
3:List of Experimental Equipment and Materials:
Key equipment includes a Ti:Sapphire femtosecond laser, Michelson interferometer with resonant scanner, avalanche photodiode, high-speed digitizer, microfluidic chip with piezoelectric transducer, syringe pump, function generator, amplifier, and various optical components (e.g., polarizing beamsplitters, filters). Materials include polymer beads, cell culture media, and isotopes.
4:Experimental Procedures and Operational Workflow:
Cells are flowed through the microfluidic channel at high speed (e.g., 20 cm/s) using a syringe pump. Acoustic focusing ensures cells are centered for optical interrogation. Laser pulses excite molecular vibrations, and the resulting anti-Stokes signals are detected, digitized, and Fourier-transformed to obtain Raman spectra. Forward scattering and bright-field imaging are used for validation.
5:Data Analysis Methods:
Data analysis involves Fourier transformation of interferograms, singular value decomposition for spectral contribution extraction, Gaussian fitting for peak analysis, and statistical methods to evaluate fluctuations and classification accuracy.
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Ti:Sapphire femtosecond mode-locked laser
Vitara-T-HP
Coherent
Optical source for generating femtosecond laser pulses used in FT-CARS spectroscopy.
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Avalanche photodetector
APD120A
Thorlabs
Detects the anti-Stokes scattered photons in the FT-CARS signal.
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Syringe pump
Pump 11 Elite 70-4500
Harvard Apparatus
Pushes cells through the microfluidic channel at constant flow rates.
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High-speed camera
Phantom Miro Ex4
Vision research
Acquires bright-field images of flowing cells simultaneously with Raman spectra.
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Dispersion-compensation mirrors
DCMP175
Thorlabs
Prechirp laser pulses to optimize temporal conditions for CARS signal maximization.
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Long-pass optical filter
FELH0750
Thorlabs
Filters laser pulses to suppress high-frequency edges for noise reduction.
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Short-pass filter
FESH0750
Thorlabs
Filters scattered photons to isolate anti-Stokes signals.
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Si photodiode
PDA10A
Thorlabs
Detects forward scattering signals from cells.
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Achromatic lens
AC050-008-B
Thorlabs
Focuses laser pulses into cells in the microfluidic channel.
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Resonant scanner
CRS 12 kHz
Cambridge Technology
Used in the pulse-pair generator for rapid scanning delay in the Michelson interferometer.
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High-speed digitizer
ATS9440
AlazarTech
Digitizes the temporal waveform of the CARS signal for Fourier transformation.
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Function generator
WF1974
NF Corporation
Generates radio frequency signals for the piezoelectric transducer in the microfluidic chip.
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Amplifier
BA4850
NF Corporation
Amplifies the signal from the function generator for the piezoelectric transducer.
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