The goal of the research is to use a pump-probe microscopy system to find statistically significant variations between melanomas that did and did not develop metastases. This information will be used to develop automated classification algorithms to find robust molecular and structural features with strong predictive power. These insights will enable a retrospective study of melanoma and sentinel node biopsies, that can be used to validate the findings. By the end of the project, it is expected that there will be statistically significant evidence that pump-probe microscopy can substantially improve the diagnostic accuracy of histopathology.
We propose a novel imaging technology which can image specific cancer biomarkers in developing skin lesions. This approach could reduce the number of false negative diagnoses in thin (less than 1mm) melanomas that uncharacteristically metastasize. Additionally, this approach could eliminate thousands of false positive melanoma diagnoses per year, and save many millions of dollars in healthcare costs.
|Robles, Francisco E; Deb, Sanghamitra; Fischer, Martin C et al. (2017) Label-Free Imaging of Female Genital Tract Melanocytic Lesions With Pump-Probe Microscopy: A Promising Diagnostic Tool. J Low Genit Tract Dis 21:137-144|
|Wilson, Jesse W; Robles, Francisco E; Deb, Sanghamitra et al. (2017) Comparison of pump-probe and hyperspectral imaging in unstained histology sections of pigmented lesions. Biomed Opt Express 8:3882-3890|
|Robles, Francisco E; Zhou, Kevin C; Fischer, Martin C et al. (2017) Stimulated Raman scattering spectroscopic optical coherence tomography. Optica 4:243-246|
|Fischer, Martin C; Wilson, Jesse W; Robles, Francisco E et al. (2016) Invited Review Article: Pump-probe microscopy. Rev Sci Instrum 87:031101|
|Robles, Francisco E; Fischer, Martin C; Warren, Warren S (2016) Dispersion-based stimulated Raman scattering spectroscopy, holography, and optical coherence tomography. Opt Express 24:485-98|
|Thompson, Andrew; Robles, Francisco E; Wilson, Jesse W et al. (2016) Dual-wavelength pump-probe microscopy analysis of melanin composition. Sci Rep 6:36871|
|Wilson, Jesse W; Degan, Simone; Gainey, Christina S et al. (2015) Comparing in vivo pump-probe and multiphoton fluorescence microscopy of melanoma and pigmented lesions. J Biomed Opt 20:051012|
|Robles, Francisco E; Deb, Sanghamitra; Wilson, Jesse W et al. (2015) Pump-probe imaging of pigmented cutaneous melanoma primary lesions gives insight into metastatic potential. Biomed Opt Express 6:3631-45|
|Wilson, Jesse W; Park, Jong Kang; Warren, Warren S et al. (2015) Flexible digital signal processing architecture for narrowband and spread-spectrum lock-in detection in multiphoton microscopy and time-resolved spectroscopy. Rev Sci Instrum 86:033707|
|Simpson, Mary Jane; Glass, Keely E; Wilson, Jesse W et al. (2014) Correction to ""Pump-Probe Microscopic Imaging of Jurassic-Aged Eumelanin"". J Phys Chem Lett 5:946|
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