Evidence map›Paper›PMID 42654723›Full record

ArticlePathogens (Basel, Switzerland)2026

Compact Gut Microbial Dysbiosis Signature Associated with Necrotizing Enterocolitis and Altered Early Microbiota Development.

Ying Xiang, Zhuoqi Zhao, Zhong Feng, Jialu Zhuang, Yu Chen, Yansong Chen, Shumin Feng, Liya Pan, Zhilong Yan, Li Hong

Abstract read
In one paragraph

Article in Pathogens (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Ying XiangDepartment of Laboratory Medicine, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China.
Zhuoqi ZhaoDepartment of Clinical Nutrition, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China.
Zhong FengDepartment of General Surgery, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China.
Jialu ZhuangDepartment of Neonatology, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China.ORCID 0000-0002-2238-0652
Yu ChenDepartment of Laboratory Diagnostics, KingMed Center for Clinical Laboratory, Shanghai 200120, China.
Yansong ChenDepartment of Laboratory Diagnostics, KingMed Center for Clinical Laboratory, Shanghai 200120, China.
Shumin FengDepartment of Laboratory Diagnostics, KingMed Center for Clinical Laboratory, Shanghai 200120, China.
Liya PanDepartment of Clinical Nutrition, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China.
Zhilong YanDepartment of General Surgery, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China.
Li HongDepartment of Clinical Nutrition, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China.ORCID 0000-0002-9192-1213

Funding

Health Major Scientific Research Special Funding Program of Fujian Province 2022ZD01007National Key R&D Program of China 2023YFC2706505National Key R&D Program of China 2023YFF1104301
6 · The paper itself

Abstract

backgroundNecrotizing enterocolitis (NEC) is a life-threatening intestinal disorder in preterm infants and is strongly associated with gut microbial dysbiosis. However, whether recurrent genus-level dysbiosis patterns can be observed across heterogeneous NEC cohorts and summarized as a compact, interpretable microbial signature remains unclear.

methodsWe analyzed two public neonatal gut microbiome cohorts and an independent real-world cohort within a three-stage framework of discovery, contextual analysis, and external validation. Community composition, alpha diversity, beta diversity, and differential genera were evaluated using harmonized genus-level features within each cohort. Machine learning feature prioritization was used to derive a reduced NEC-associated microbial signature. A four-group cohort was then used to examine this signature in relation to disease status, antibiotic exposure, and early postnatal development. The reduced signature was finally examined in our collected samples.

resultsNEC-related microbial alterations showed marked heterogeneity at the whole-community level across cohorts, whereas several genus-level directional patterns recurred across datasets. Across datasets, NEC was repeatedly associated with enrichment of several opportunistic genera, including

conclusionsThese findings identify recurrent genus-level dysbiosis features associated with NEC across clinically heterogeneous settings. The compact microbial signature may serve as an exploratory biomarker for longitudinal and mechanistic validation, but not as a standalone diagnostic tool.

Indexed as

BacteriaDysbiosisEnterocolitis, NecrotizingGastrointestinal MicrobiomeCohort StudiesFemaleHumansInfant, NewbornInfant, PrematureMalebiomarkersdysbiosisgastrointestinal microbiomeinfantsmachine learningnecrotizing enterocolitispremature

Identifiers

PMID42654723
PMCPMC13516161

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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.