Evidence map›Paper›PMID 40556737›Full record

ArticleFrontiers in cell and developmental biology2025

Mitochondrial morphology in fertile and infertile men: image processing and morphometric analysis of the sperm midpiece.

María Fernanda Skowronek, Santiago Pietroroia, Gabriel de Cola, Mauricio Ramos, Diego Silvera, Gabriela Casanova, Federico Lecumberry, Adriana Cassina, Rossana Sapiro

Abstract read
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Article in Frontiers in cell and developmental biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

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0cells of the map it votes in
3citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

María Fernanda SkowronekUnidad Académica de Histología y Embriología, Facultad de Medicina, Universidad de la República, Montevideo, Uruguay.
Santiago PietroroiaUnidad Académica de Histología y Embriología, Facultad de Medicina, Universidad de la República, Montevideo, Uruguay.
Gabriel de ColaDepartamento de Procesamiento de Señales, Facultad de Ingeniería, Universidad de la República, Montevideo, Uruguay.
Mauricio RamosDepartamento de Procesamiento de Señales, Facultad de Ingeniería, Universidad de la República, Montevideo, Uruguay.
Diego SilveraDepartamento de Procesamiento de Señales, Facultad de Ingeniería, Universidad de la República, Montevideo, Uruguay.
Gabriela CasanovaUnidad de Microscopía Electrónica, Facultad de Ciencias, Universidad de la República, Montevideo, Uruguay.
Federico LecumberryDepartamento de Procesamiento de Señales, Facultad de Ingeniería, Universidad de la República, Montevideo, Uruguay.
Adriana CassinaDepartamento de Bioquímica, Facultad de Medicina, Universidad de la República, Montevideo, Uruguay.
Rossana SapiroUnidad Académica de Histología y Embriología, Facultad de Medicina, Universidad de la República, Montevideo, Uruguay.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The male factor is responsible for 50% of infertility cases. Numerous studies have explored the relationship between human sperm morphology assessed via optical and electron microscopy and reproductive outcomes. In the sperm midpiece, mitochondria are arranged in a helical shape, forming a compact sheath. Disruptions in this precise mitochondrial structure, size, or organization may contribute to infertility. However, despite established links between abnormal sperm morphology and pathology, mitochondrial abnormalities in sperm remain relatively understudied. Methods: In this study, we employed computational image analysis and fluorescence labelling to quantitatively assess morphometric changes in the sperm midpiece and correlate these findings with mitochondrial ultrastructure in fertile and infertile men. Results: Our results revealed a significant increase in midpiece area, width, and roundness in sperm from men with teratozoospermia. These findings were further validated by electron microscopy. The ultrastructural morphometric analysis demonstrated disassembled, enlarged, and irregularly shaped mitochondria in sperm from infertile men. Additionally, we applied ultrastructural morphometric analyses to apoptotic sperm samples, observing similar qualitative and quantitative mitochondrial alterations, particularly in those from infertile individuals. Discussion: Traditional sperm morphology assessments are inherently subjective, but this limitation can be addressed through quantitative morphometric analysis. Enhancing the objectivity and precision of such evaluations is essential for elucidating the biological mechanisms of male infertility and optimizing assisted reproductive technologies. In our study, spermatozoa with poor morphology (<4%) and proximal flagellar abnormalities displayed significantly shorter and wider midpieces. Ultrastructural analysis further revealed that mitochondria in sperm from infertile men were significantly larger and more irregular in shape compared to those from fertile men. These findings indicate an association between altered midpiece morphometry, mitochondrial ultrastructure, and male infertility. The integration of computational tools for automated detection and quantification of these morphological changes offers a promising avenue to improve diagnostic accuracy and deepen our understanding of male reproductive disorders.

Indexed as

electron microscopyfluorescent probeshuman infertilityimage processingsperm midpiecesperm mitochondria

Identifiers

PMID40556737
PMCPMC12186058

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