Evidence map›Paper›PMID 41296170›Full record

SynthesisGenes & genomics2026

Deciphering the molecular landscape of hepatopancreatic necrosis disease in Eriocheir sinensis using RNA-Seq meta-analysis.

Adeel Malik, Nitin Mahajan, Hyung-Eun An, Chang-Bae Kim

Abstract readMeta-Analysis
PubMed Publisher
In one paragraph

Synthesis in Genes & genomics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Adeel Malik *Institute of Intelligence Informatics Technology, Sangmyung University, Seoul, 03016, Republic of Korea. adeel@procarb.org.ORCID 0000-0002-3453-6001
Nitin Mahajan *Freelancer Data Scientist, Saint Louis, MO, 63026, USA.ORCID 0000-0002-0907-6410
Hyung-Eun AnInstitute of Intelligence Informatics Technology, Sangmyung University, Seoul, 03016, Republic of Korea.
Chang-Bae KimDepartment of Biotechnology, Sangmyung University, Seoul, 03016, Republic of Korea. evodevo@smu.ac.kr.

Funding

National Research Foundation of Korea 2021R1I1A1A01056363
6 · The paper itself

Abstract

backgroundThe Chinese mitten crab (Eriocheir sinensis) is a commercially important crustacean, highly valued in China and Korean peninsula for its nutritional benefits and delicate flavor. However, the aquaculture industry has been significantly impacted by hepatopancreatic necrosis disease (HPND), leading to substantial economic losses. The exact cause and molecular mechanisms underlying HPND remain poorly understood.

objectiveThis study aimed to decipher the genetic and molecular basis of HPND through an integrative transcriptomic meta-analysis to identity consistent and disease related gene expression patterns.

methodsPublicly available RNA-Seq datasets from three different studies were systematically integrated and analyzed. Differentially expressed transcripts (DETs) were identified through meta-analysis, followed by functional annotation and enrichment analyses of Gene Ontology and KEGG pathways.

resultsThe meta-analysis identified 571 DETs, including 245 up-regulated and 326 down-regulated transcripts in diseased hepatopancreas. Functional enrichment revealed significant disruptions in the pathways of protein modification, lipid metabolism, and vesicle-mediated transport. These processes are crucial for immune functions including pathogen detection, antigen presentation, cytokine secretion, and metabolic adaptation to stress in the hepatopancreas. Moreover, we found 11 novel DETs (6 up-regulated and 5 down-regulated), highlighting the ability of meta-analysis to uncover low-abundance or context-specific genes that may escape detection in individual studies.

conclusionsOur study provides valuable insights into the causes and pathogenic mechanisms of HPND, identifies novel genetic factors and gene markers for detection, and offers a deeper understanding of the disease, highlighting potential biomarkers for its prevention in E. sinensis aquaculture.

Indexed as

BrachyuraHepatopancreasAnimalsGene Expression ProfilingNecrosisRNA-SeqTranscriptomeAquacultureChinese mitten crabEriocheir sinensisHepatopancreatic necrosis diseaseMeta-analysisRNA-Seq

Identifiers

What Socratic holds

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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.