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Quantitative second harmonic generation microscopy for region-specific assessment of cardiac remodeling and treatment response in non-ischemic heart failure

Reid Master, Wesley Poon, Rania Uzma, Muthu Kumar Krishnamoorthi, Ashok Veeraraghavan, Hong Zhao, Raksha Raghunathan, Arvind Bhimaraj, Stephen T.C. Wong

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Second harmonic generation (SHG) microscopy is a nonlinear, label-free imaging technique that enables precise visualization and quantification of fibrillar collagen microarchitecture, an essential component of cardiac extracellular matrix implicated in the progression of heart failure (HF). Despite the well-established role of myocardial fibrosis in HF pathophysiology, non-destructive and spatially resolved tools to characterize and distinguish region-specific collagen remodeling and treatment response are lacking. Addressing this unmet need, we introduce a spatially resolved, SHG-based fibrosis phenotyping framework using whole-slide SHG microscopy in a non-ischemic murine model of HF and antifibrotic treatment. SHG images were manually segmented based on anatomical definitions within the left ventricular (LV) free wall, and a comprehensive set of multiscale quantitative metrics capturing collagen orientation, frequency content, and structural complexity was extracted using intensity, tensor, Fourier-transform, and wavelet-based analyses. Across 17, 28, and 37 FOVs derived from control, HF, and treated hearts, respectively, the Wilcoxon rank sum test revealed multiple SHG-derived features that were statistically significantly different between groups (p < 0.001). Several metrics distinguished between fibrotic and non-fibrotic states, capturing hallmark features such as disorganized collagen clustering and sharply demarcated fibrotic boundaries. These findings demonstrate the potential of SHG-derived metrics as quantitative, spatial biomarkers of myocardial fibrosis capable of discriminating health, disease, and treatment states, laying the groundwork for integrating SHG imaging into preclinical and clinical pipelines for early HF detection, fibrosis monitoring, and evaluation of emerging antifibrotic therapies.

Original languageEnglish (US)
Title of host publicationLight in Cardiology 2026
EditorsGijs van Soest, Irina V. Larina, Christos Bourantas
PublisherSPIE
ISBN (Electronic)9781510695641
DOIs
StatePublished - Mar 4 2026
EventLight in Cardiology 2026 - San Francisco, United States
Duration: Jan 17 2026Jan 19 2026

Publication series

NameProgress in Biomedical Optics and Imaging - Proceedings of SPIE
Volume13826
ISSN (Print)1605-7422
ISSN (Electronic)2410-9045

Conference

ConferenceLight in Cardiology 2026
Country/TerritoryUnited States
CitySan Francisco
Period1/17/261/19/26

Keywords

  • collagen remodeling
  • extracellular matrix
  • fibrosis biomarkers
  • heart failure
  • myocardial fibrosis
  • nonlinear optical imaging
  • quantitative image analysis
  • second harmonic generation microscopy

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Atomic and Molecular Physics, and Optics
  • Biomaterials
  • Radiology Nuclear Medicine and imaging

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