Beyond Histology: A Validated CUBIC-Based Workflow for Volumetric Analysis of Follicles and Cortical Vasculature in Human Ovarian Tissue

Research question: Can tissue clearing, combined with volumetric imaging, enable reliable, quantitative three-dimensional analysis of follicles and vasculature in intact human ovarian tissue? Design: A CUBIC-based clearing protocol was adapted for human ovarian medulla and cryopreserved cortex. Tissue from reproductive-aged donors was cleared, fluorescently labeled, and imaged using confocal and light sheet microscopy. Tissue expansion, imaging depth, and vascular morphometrics were quantified and follicle density was compared to conventional histology. Results: , and volume fractions of 1.9-2.3%. Volumetric imaging further illustrated heterogeneous spatial relationships between follicles and surrounding vessels. Conclusion: Tissue clearing and volumetric imaging complement routine histology and enable quantitative three-dimensional investigation of follicle-vascular interactions in intact human ovarian tissue, providing a framework for advancing fertility preservation and ovarian tissue transplantation research.

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Publication Details

Journal
bioRxiv (Cold Spring Harbor Laboratory)
Published
2026-04-21
DOI
https://doi.org/10.64898/2026.04.16.718954
Primary Topic
Reproductive Biology and Fertility
Type
article
Field-Weighted Citation Impact
0.00

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article

Beyond Histology: A Validated CUBIC-Based Workflow for Volumetric Analysis of Follicles and Cortical Vasculature in Human Ovarian Tissue

Jordan H. Machlin, D. Pavlidis, Ariella Shikanov, Brendon M. Baker et al.
bioRxiv (Cold Spring Harbor Laboratory)
Reproductive Biology and Fertility
article

Beyond Histology: A Validated CUBIC-Based Workflow for Volumetric Analysis of Follicles and Cortical Vasculature in Human Ovarian Tissue

Jordan H. Machlin, D. Pavlidis, Ariella Shikanov, Brendon M. Baker, Chloe E Fischer, Maria A Jennings, Victoria Jan
article en

Abstract

Research question: Can tissue clearing, combined with volumetric imaging, enable reliable, quantitative three-dimensional analysis of follicles and vasculature in intact human ovarian tissue? Design: A CUBIC-based clearing protocol was adapted for human ovarian medulla and cryopreserved cortex. Tissue from reproductive-aged donors was cleared, fluorescently labeled, and imaged using confocal and light sheet microscopy. Tissue expansion, imaging depth, and vascular morphometrics were quantified and follicle density was compared to conventional histology. Results: , and volume fractions of 1.9-2.3%. Volumetric imaging further illustrated heterogeneous spatial relationships between follicles and surrounding vessels. Conclusion: Tissue clearing and volumetric imaging complement routine histology and enable quantitative three-dimensional investigation of follicle-vascular interactions in intact human ovarian tissue, providing a framework for advancing fertility preservation and ovarian tissue transplantation research.

bioRxiv (Cold Spring Harbor Laboratory)
University of Michigan (US)
Musculoskeletal Transplant Foundation, Chan Zuckerberg Initiative, National Institutes of Health, National Institute of Dental and Craniofacial Research
Openalex Percentile: Top 15%
Reproductive Biology and Fertility
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Beyond Histology: A Validated CUBIC-Based Workflow for Volumetric Analysis of Follicles and Cortical Vasculature in Human Ovarian Tissue — Jordan H. Machlin, D. Pavlidis, et al. · bioRxiv (Cold Spring Harbor Laboratory) (2026) | TGRS Research Map | TGRS