Uterine collagen deposition fluctuates throughout the estrous cycle and provides a scaffold for gland visualization via the SHG-casting method

Uterine extracellular matrix (ECM) and uterine glands are essential parts of the endometrium, with important roles in remodeling associated with the estrous cycle, fertility, and pregnancy. Using second harmonic generation (SHG) microscopy, enabling the label-free imaging of fibrillar collagen, we analyzed mouse endometrial tissue across estrous cycle phases. We observed quantifiable 2D and 3D changes in fibrillar collagen accumulation, especially around uterine glands in the estrus phase. We also validate that the 3D SHG fibrillar collagen scans can serve as a template to recreate 3D uterine gland morphology by a method we call <i>SHG-casting</i>, enabling simultaneous label-free studies of endometrial fibrillar collagen and glands. Our custom deep learning-based segmentation model enables rapid, accurate gland segmentation. <i>SHG-casting</i> reveals variable gland structures, including lobular morphology in estrus and involution in later phases. <i>SHG-</i> <i>casting</i> offers a powerful tool for the 3D imaging of epithelial structures supported by collagen-rich ECM, with broad research and diagnostic potential.

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Journal
iScience
Published
2025-11-11
DOI
https://doi.org/10.1016/j.isci.2025.113989
Primary Topic
Reproductive System and Pregnancy
Type
article
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article

Uterine collagen deposition fluctuates throughout the estrous cycle and provides a scaffold for gland visualization via the SHG-casting method

Veli‐Pekka Ronkainen, Huy Hoang Nguyen, Egor Panfilov, Aleksei Tiulpin et al.
iScience
Reproductive System and Pregnancy
article

Uterine collagen deposition fluctuates throughout the estrous cycle and provides a scaffold for gland visualization via the SHG-casting method

Veli‐Pekka Ronkainen, Huy Hoang Nguyen, Egor Panfilov, Aleksei Tiulpin, Renata Prunskaite‐Hyyryläinen, Audrey Savolainen
article en

Abstract

Uterine extracellular matrix (ECM) and uterine glands are essential parts of the endometrium, with important roles in remodeling associated with the estrous cycle, fertility, and pregnancy. Using second harmonic generation (SHG) microscopy, enabling the label-free imaging of fibrillar collagen, we analyzed mouse endometrial tissue across estrous cycle phases. We observed quantifiable 2D and 3D changes in fibrillar collagen accumulation, especially around uterine glands in the estrus phase. We also validate that the 3D SHG fibrillar collagen scans can serve as a template to recreate 3D uterine gland morphology by a method we call <i>SHG-casting</i>, enabling simultaneous label-free studies of endometrial fibrillar collagen and glands. Our custom deep learning-based segmentation model enables rapid, accurate gland segmentation. <i>SHG-casting</i> reveals variable gland structures, including lobular morphology in estrus and involution in later phases. <i>SHG-</i> <i>casting</i> offers a powerful tool for the 3D imaging of epithelial structures supported by collagen-rich ECM, with broad research and diagnostic potential.

iScienceVol. 28(12)
University of Oulu (FI)
Openalex Percentile: Top 63%
Reproductive System and Pregnancy
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