Evidence map›Paper›PMID 39861106›Full record

ArticlePharmaceuticals (Basel, Switzerland)2025

Multi-Omics and Network-Based Drug Repurposing for Septic Cardiomyopathy.

Pei-Pei Liu, Xin-Yue Yu, Qing-Qing Pan, Jia-Jun Ren, Yu-Xuan Han, Kai Zhang, Yan Wang, Yin Huang, Tao Ban

Erratum issuedAbstract read
In one paragraph

Article in Pharmaceuticals (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors.

Pei-Pei LiuDepartment of Pharmacology, College of Pharmacy, Harbin Medical University, Harbin 150081, China.
Xin-Yue YuKey Laboratory of Drug Quality Control and Pharmacovigilance, Ministry of Education, China Pharmaceutical University, Nanjing 210009, China.
Qing-Qing PanDepartment of Pharmaceutical Analysis, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China.
Jia-Jun RenDepartment of Pharmaceutical Analysis, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China.
Yu-Xuan HanDepartment of Pharmacology, College of Pharmacy, Harbin Medical University, Harbin 150081, China.
Kai ZhangDepartment of Pharmacology, College of Pharmacy, Harbin Medical University, Harbin 150081, China.
Yan WangDepartment of Critical Care Medicine, Nanjing Drum Tower Hospital, Clinical College, Nanjing Medical University, Nanjing 210008, China.
Yin HuangKey Laboratory of Drug Quality Control and Pharmacovigilance, Ministry of Education, China Pharmaceutical University, Nanjing 210009, China.
Tao BanDepartment of Pharmacology, College of Pharmacy, Harbin Medical University, Harbin 150081, China.

Funding

National Natural Science Foundation of China 82070312, 82373868
6 · The paper itself

Abstract

BACKGROUND/

objectivesSeptic cardiomyopathy (SCM) is a severe cardiac complication of sepsis, characterized by cardiac dysfunction with limited effective treatments. This study aimed to identify repurposable drugs for SCM by integrated multi-omics and network analyses.

methodsWe generated a mouse model of SCM induced by lipopolysaccharide (LPS) and then obtained comprehensive metabolic and genetic data from SCM mouse hearts using ultra-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) and RNA sequencing (RNA-seq). Using network proximity analysis, we screened for FDA-approved drugs that interact with SCM-associated pathways. Additionally, we tested the cardioprotective effects of two drug candidates in the SCM mouse model and explored their mechanism-of-action in H9c2 cells.

resultsNetwork analysis identified 129 drugs associated with SCM, which were refined to 14 drug candidates based on strong network predictions, proven anti-infective effects, suitability for ICU use, and minimal side effects. Among them, acetaminophen and pyridoxal phosphate significantly improved cardiac function in SCM moues, as demonstrated by the increased ejection fraction (EF) and fractional shortening (FS), and the reduced levels of cardiac injury biomarkers: B-type natriuretic peptide (BNP) and cardiac troponin I (cTn-I). In vitro assays revealed that acetaminophen inhibited prostaglandin synthesis, reducing inflammation, while pyridoxal phosphate restored amino acid balance, supporting cellular function. These findings suggest that both drugs possess protective effects against SCM.

conclusionsThis study provides a robust platform for drug repurposing in SCM, identifying acetaminophen and pyridoxal phosphate as promising candidates for clinical translation, with the potential to improve treatment outcomes in septic patients with cardiac complications.

Indexed as

acetaminophenLC-MSmetabolomicsnetwork medicinetranscriptomics

Identifiers

PMID39861106
PMCPMC11768530

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 OpenQuestion graph.