In-vivo monitoring of cellular energetics with Raman spectroscopy
The inventors have developed tools for quantifying the mitochondrial redox state of in vivo, in situ tissue using resonance Raman spectroscopy. The tissue is illuminated with an excitation beam that causes the tissue to scatter Raman-shifted light, which is collected and analyzed to produce coefficients representing the relative concentrations of different chromophores in the tissue. These relative concentrations indicate the redox state of whole mitochondria, hemoglobin oxygen saturation, myoglobin oxygen saturation, and/or redox state of individual cytochrome complexes in mitochondria of the in vivo, in situ tissue. Quantifiable information about these states and/or saturations can be used to assess tissue health, including organ (dys)function before, during, and after surgery. For example, this information can be used to predict impending cardiac failure, to guide surgical interventions, to monitor organ health after transplantation, or to guide post-operative care.
1. A method of monitoring a patient, the method comprising:
measuring a resonance Raman spectrum of in vivo, in situ tissue of the patient with a Raman spectroscopy system; and
quantifying a mitochondrial redox state of the in vivo, in situ tissue based on the resonance Raman spectrum,
wherein quantifying the mitochondrial redox state comprises:
performing a regression analysis of the resonance Raman spectrum using a linear combination of reference resonance Raman spectra from whole mitochondria in reduced and oxidized states, the reference resonance Raman spectra representing weighted average redox states of cytochromes in the whole mitochondria and effects of the cytochromes on each other in a mitochondrial membrane of the whole mitochondria; and
determining a redox state of whole mitochondria in the in vivo, in situ tissue based on the regression analysis of the resonance Raman spectrum.
2. The method of claim 1 , wherein quantifying the mitochondrial redox state additionally comprises determining at least one of a hemoglobin oxygen saturation, a myoglobin oxygen saturation, or a redox state of individual cytochrome complexes in mitochondria of the in vivo, in situ tissue.
3. The method of claim 1 , further comprising:
determining an organ dysfunction of the patient based on the mitochondrial redox state of the in vivo, in situ tissue.
4. The method of claim 3 , wherein the in vivo, in situ tissue comprises heart tissue and the organ dysfunction comprises at least one of cardiac dysfunction or cardiac arrest.
5. The method of claim 1 , further comprising:
predicting at least one of organ dysfunction of the patient or organ rejection by the patient based on the mitochondrial redox state of the in vivo, in situ tissue.
6. The method of claim 1 , wherein measuring the resonance Raman spectrum occurs during surgery on the in vivo, in situ tissue, and further comprising:
determining adequacy of tissue protection during surgery based on the mitochondrial redox state of the in vivo, in situ tissue; and
predicting tissue function following reperfusion of the in vivo, in situ tissue based on the mitochondrial redox state of the in vivo, in situ tissue.
7. The method of claim 1 , wherein the in vivo, in situ tissue comprises myocardial tissue and measuring the resonance Raman spectrum occurs during and after cardiac bypass.
8. The method of claim 1 , wherein the in vivo, in situ tissue comprises coronary tissue and measuring the resonance Raman spectrum occurs during bypass surgery.
9. The method of claim 1 , wherein the in vivo, in situ tissue comprises organ tissue and measuring the resonance Raman spectrum occurs during organ transplant surgery.
10. The method of claim 1 , wherein the in vivo, in situ tissue comprises at least one of a skin graft or a skin flap.
11. The method of claim 1 , wherein performing the regression analysis comprises scaling the resonance Raman spectrum by an enhancement factor selected to account for amplitude variations in spectral resonance of molecules in the whole mitochondria with an excitation wavelength used to generate the resonance Raman spectrum.
12. The method of claim 1 , wherein generating the resonance Raman spectrum comprises illuminating the in vivo, in situ tissue at each of a plurality of excitation wavelengths.
13. A system for monitoring a patient, the system comprising:
a laser to generate an excitation beam;
a probe, in optical communication with the laser, to illuminate in vivo, in situ tissue of the patient with the excitation beam and to collect a Raman signal emitted by the in vivo, in situ tissue in response to the excitation beam;
a spectrometer, in optical communication with the probe, to generate a resonance Raman spectrum from the Raman signal; and
a processor, operably coupled to the spectrometer, to quantify a mitochondrial redox state of the in vivo, in situ tissue based on the resonance Raman spectrum,
wherein the processor is configured to quantify the mitochondrial redox state by:
(i) performing a regression analysis of the resonance Raman spectrum using a linear combination of reference resonance Raman spectra from whole mitochondria in reduced and oxidized states, the reference resonance Raman spectra representing weighted average redox states of cytochromes in the whole mitochondria and effects of the cytochromes on each other in a mitochondrial membrane of the whole mitochondria; and
(ii) determining a redox state of whole mitochondria in the in vivo, in situ tissue based on the regression analysis of the resonance Raman spectrum.
14. The system of claim 13 , wherein the laser is a single-mode laser configured to emit the excitation beam at a wavelength of 441 nm and a power of about 4 mW.
15. The system of claim 13 , wherein the spectrometer has a Full Width at Half Maximum (FWHM) resolution of 8 cm −1 and an absolute Stokes shift accuracy of <0.4 cm −1 .
16. The system of claim 13 , wherein the processor is configured to quantify the mitochondrial redox state by determining at least one of a hemoglobin oxygen saturation, a myoglobin oxygen saturation, or a redox state of individual cytochrome complexes in mitochondria of the in vivo, in situ tissue.
17. The system of claim 13 , wherein the processor is further configured to determine an organ dysfunction of the patient based on the mitochondrial redox state of the in vivo, in situ tissue.
18. The system of claim 17 , wherein the in vivo, in situ tissue comprises heart tissue and the organ dysfunction comprises at least one of cardiac dysfunction or cardiac arrest.
19. A method of monitoring a patient, the method comprising:
illuminating in vivo, in situ tissue of the patient with an excitation beam at a wavelength of 441 nanometers;
collecting Raman-shifted light scattered from the in vivo, in situ tissue of the patient in response to the excitation beam;
determining a spectrum of the Raman-shifted light;
determining relative concentrations of each of plurality of chromophores in the in vivo, in situ tissue based on the spectrum of the Raman-shifted light and a library of Raman spectra from whole mitochondria in reduced and oxidized states, the library of Raman spectra representing weighted average redox states of cytochromes in the whole mitochondria and effects of the cytochromes on each other in a mitochondrial membrane of the whole mitochondria;
determining, based on the relative concentrations, at least one of a redox state of whole mitochondria, hemoglobin oxygen saturation, myoglobin oxygen saturation, or redox state of individual cytochrome complexes in mitochondria of the in vivo, in situ tissue; and
determining and/or predicting a dysfunction of the in vivo, in situ tissue based on the the redox state of whole mitochondria, hemoglobin oxygen saturation, myoglobin oxygen saturation, or redox state of individual cytochrome complexes in mitochondria of the in vivo, in situ tissue.
20. The method of claim 19 , wherein illuminating the in vivo, in situ tissue occurs during surgery, and further comprising:
determining adequacy of tissue protection during surgery based on the at least one of the redox state of whole mitochondria, hemoglobin oxygen saturation, myoglobin oxygen saturation, or redox state of individual cytochrome complexes in mitochondria of the in vivo, in situ tissue.
21. The method of claim 19 , wherein determining the relative concentrations of each of the plurality of chromophores comprises:
determining an estimate of weighted spectra to a spectrum of the Raman-shifted light; and
iteratively adjusting the estimate of weighted spectra; and
determining the relative concentrations based on the estimate of weighted spectra.
22. The method of claim 19 , further comprising:
predicting tissue function following reperfusion of the in vivo, in situ tissue based on the at least one of the redox state of whole mitochondria, hemoglobin oxygen saturation, myoglobin oxygen saturation, or redox state of individual cytochrome complexes in mitochondria of the in vivo, in situ tissue.