Evidence map›Paper›PMID 41566710›Full record

ArticleZoological research2026

Dynamic single-nucleus transcriptomic profiling of kidney development in Bamaxiang pigs and wild boar.

Tian-Xiong Yao, Yang Zhang, Xiao-Yun Chen, Ting Luo, Yang Li, Si-Yu Yang

Abstract read
In one paragraph

Article in Zoological research, 2026. 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. Article
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

6 authors.

Tian-Xiong YaoNational Key Laboratory for Swine Genetic Improvement and Germplasm Innovation, Ministry of Science and Technology of China, Jiangxi Agricultural University, Nanchang, Jiangxi 330045, China. E-mail: TianxiongYao@hotmail.com.
Yang ZhangNational Key Laboratory for Swine Genetic Improvement and Germplasm Innovation, Ministry of Science and Technology of China, Jiangxi Agricultural University, Nanchang, Jiangxi 330045, China.
Xiao-Yun ChenNational Key Laboratory for Swine Genetic Improvement and Germplasm Innovation, Ministry of Science and Technology of China, Jiangxi Agricultural University, Nanchang, Jiangxi 330045, China.
Ting LuoNational Key Laboratory for Swine Genetic Improvement and Germplasm Innovation, Ministry of Science and Technology of China, Jiangxi Agricultural University, Nanchang, Jiangxi 330045, China.
Yang LiNational Key Laboratory for Swine Genetic Improvement and Germplasm Innovation, Ministry of Science and Technology of China, Jiangxi Agricultural University, Nanchang, Jiangxi 330045, China.
Si-Yu YangNational Key Laboratory for Swine Genetic Improvement and Germplasm Innovation, Ministry of Science and Technology of China, Jiangxi Agricultural University, Nanchang, Jiangxi 330045, China. E-mail: siyuyang1013@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Defining developmental periods- and breed-specific cellular features of the porcine kidney is critical for refining donor selection strategies in xenotransplantation. This study utilized single-nucleus RNA sequencing to generate 71 081 high-quality transcriptomes from eight kidneys sampled across three developmental periods-weaning, fattening, and maturity-in Bamaxiang (BMX) and wild boar (WB) breeds. A total of 33 distinct cell types were identified. Proximal tubule (PT), principal (PC), and thick ascending limb (TAL) cells exhibited pronounced transcriptional transitions across developmental periods. PT cells displayed a temporal shift from early development-related functions during the weaning period to metabolic and transport functions during fattening and maturity. Subclustering of PT cells revealed discrete functional subtypes, including a mature WB-specific PT2 cluster enriched in immune function regulation. In PC cells, both breeds expressed a shared PC0 subtype during weaning with signatures of cellular development. The WB-specific PC2 subtype was enriched in thermoregulation pathways, whereas at maturity, the BMX-specific PC0 subtype exhibited transcriptional features associated with oxidative metabolism and the WB-specific PC1 subtype expressed genes involved in glucose metabolism. These findings suggest divergent physiological adaptations to domestication and wild environments. Cell-cell interaction analysis identified the epidermal growth factor (EGF) signaling pathway as the most active across BMX kidney development, with epithelial tubule subtypes engaging in ligand-receptor interactions via ligands, including betacellulin (BTC), EGF, and transforming growth factor-α (TGF-α).

Indexed as

Gene Expression ProfilingKidneySus scrofaTranscriptomeAnimalsGene Expression Regulation, DevelopmentalSwineBamaxiang pigDevelopmental periodPig kidneySingle-nucleus RNA sequencingWild Boar

Identifiers

PMID41566710
PMCPMC13276638

What Socratic holds

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LicenceCC BY-NC
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Registered trials

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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 Socratic graph.