Evidence map›Paper›PMID 41602862›Full record

ArticleFrontiers in reproductive health2025

Spatiotemporal dynamics of spermatogenesis: insights from high-resolution spatial transcriptomics and pseudotime trajectories in mouse testes.

Han Liang, Jianlong Sun, Zaoxu Xu, Defeng Fu, Hangyu Zhang, Xiaoran Zhou, Chen Li, Huihua Xia, Gailing Li, Renjie Liao and 5 more

Abstract read
In one paragraph

Article in Frontiers in reproductive health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
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

15 authors.

Han LiangShenzhen Salus BioMed Co., Ltd., Shenzhen, Guangdong, China.
Jianlong SunShenzhen Salus BioMed Co., Ltd., Shenzhen, Guangdong, China.
Zaoxu XuShenzhen Salus BioMed Co., Ltd., Shenzhen, Guangdong, China.
Defeng FuShenzhen Salus BioMed Co., Ltd., Shenzhen, Guangdong, China.
Hangyu ZhangShenzhen Salus BioMed Co., Ltd., Shenzhen, Guangdong, China.
Xiaoran ZhouShenzhen Salus BioMed Co., Ltd., Shenzhen, Guangdong, China.
Chen LiShenzhen Salus BioMed Co., Ltd., Shenzhen, Guangdong, China.
Huihua XiaShenzhen Salus BioMed Co., Ltd., Shenzhen, Guangdong, China.
Gailing LiShenzhen Salus BioMed Co., Ltd., Shenzhen, Guangdong, China.
Renjie LiaoShenzhen Salus BioMed Co., Ltd., Shenzhen, Guangdong, China.
Qi WangShenzhen Salus BioMed Co., Ltd., Shenzhen, Guangdong, China.
Erkai LiuShenzhen Salus BioMed Co., Ltd., Shenzhen, Guangdong, China.
Luyang ZhaoShenzhen Salus BioMed Co., Ltd., Shenzhen, Guangdong, China.
Yuanye BaoShenzhen Salus BioMed Co., Ltd., Shenzhen, Guangdong, China.
Gufeng WangShenzhen Salus BioMed Co., Ltd., Shenzhen, Guangdong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The molecular basis of spermatogenesis, which is a tightly regulated spatiotemporal process in testicular seminiferous tubules where germ cell differentiation and somatic-germ cell interactions drive sperm production, remains incompletely understood. Histological staining techniques lack molecular resolution, while scRNA-seq loses spatial context. Conventional spatial transcriptomics (approx. 100 μm resolution) is too coarse-grained for testicular cells (10-20 μm in diameter), leading to mixed-cell signals. In this study, we used Salus-STS high-resolution spatial transcriptomics (∼1 μm resolution) and Salus Cellbins Algorithm to characterize the spatial transcriptomic profile of mouse testes at single-cell level. Integrating the spatial data with scRNA-seq via RCTD annotated major cell subtypes, whose distributions aligned with histology. Pseudotime and spatial gradient analyses revealed a basement membrane-to-lumen developmental axis, with luminal genes (e.g.,

Indexed as

mouse testespseudotime trajectoriesspatial transcriptomicsspatiotemporal dynamicsspermatogenesissubcellular resolution

Identifiers

PMID41602862
PMCPMC12832764

What OpenQuestion holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.