Evidence map›Paper›PMID 41311119›Full record

ArticleJournal of hepato-biliary-pancreatic sciences2026

Integrative Genomics Reveals Causal Pleiotropy and Therapeutic Opportunities at the Interface of Acute Pancreatitis and Infection.

Bo Zou, Hao Jiang, Jingsheng Ruan, Daifeng Yang, Xing Chen, Shanshan Cai, Xinglin Yi

Abstract read
In one paragraph

Article in Journal of hepato-biliary-pancreatic sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–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

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. 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

7 authors.

Bo ZouDepartment of Critical Care Medicine, Affiliated Hospital of Jiangnan University, Wuxi, China.ORCID https://orcid.org/0000-0002-1926-7683
Hao JiangDepartment of Otorhinolaryngology-Head and Neck Surgery, The First Affiliated Hospital of Naval Medical University, Shanghai, China.
Jingsheng RuanDepartment of Thoracic Surgery, Jinshan Hospital of Fudan University, Shanghai, China.
Daifeng YangSchool of Computing, Engineering & Digital Technologies, Teesside University, Middlesbrough, UK.
Xing ChenDepartment of Gastroenterology, First Affiliated Hospital of Army Medical University, Chongqing, China.ORCID https://orcid.org/0009-0005-4059-547X
Shanshan CaiDivision of Biomedical and Life Sciences, Faculty of Health and Medicine, Lancaster University, Lancaster, UK.ORCID https://orcid.org/0000-0002-0594-0953
Xinglin YiDepartment of Respiratory and Critical Care Medicine, First Affiliated Hospital of Army Medical University, Chongqing, China.ORCID https://orcid.org/0000-0001-9675-9043

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundUnderstanding the genetic links between acute pancreatitis (AP) and its infectious comorbidities is crucial for prognosis and therapy, yet remains underexplored.

methodsWe conducted a comprehensive post-GWAS analysis using large-scale summary statistics for AP and 16 infectious diseases. To pinpoint pleiotropic genes, we integrated multi-omics data via transcriptome-wide and proteome-wide association studies, and resolved cell-type-specific effects using single-cell analysis. Extensive locus colocalization analyses were performed to validate our findings by estimating the probability of shared causal variants.

resultsThis computational discovery phase prioritized 29 high-confidence pleiotropic genes, including established loci (SPINK1, CRP) and novel candidates (ERBB2, ALDH2, FLOT1). To functionally validate and contextualize these findings, we performed bulk transcriptomic analysis on peripheral blood from AP patients and employed gsMap, a spatial GWAS mapping algorithm, to integrate our genetic data with transcriptomics from a murine AP model, comparing pathological versus normal tissue. These analyses confirmed that the identified genes are dynamically regulated in a severity-dependent manner in patients and are activated within specific pathological niches in pancreatic tissue.

conclusionIn conclusion, this study provides a genetic map linking AP and its infectious comorbidities, offering insights into potential prevention strategies and highlighting novel therapeutic targets for further investigation and validation.

Indexed as

Genetic PleiotropyGenomicsInfectionsPancreatitisAcute DiseaseAnimalsGene Expression ProfilingGenome-Wide Association StudyHumansMiceTranscriptomeacute pancreatitisdrug repurposinggenetic pleiotropyGWASinfection

Identifiers

PMID41311119
PMCPMC12993704

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

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.