Evidence map›Paper›PMID 39716980›Full record

ArticleJournal of clinical hypertension (Greenwich, Conn.)2025

Joint Analysis of Multiple Omics to Describe the Biological Characteristics of Resistant Hypertension.

Shanshan Wang, Yuanlong Hu, Yuqi Wang, Yueyue Song, Dan Liang, Jiufeng Yin, Yunlun Li, Wenqing Yang, Dan Zhang

Abstract read
In one paragraph

Article in Journal of clinical hypertension (Greenwich, Conn.), 2025. 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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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

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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

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Shanshan WangInnovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, China.ORCID 0009-0002-7023-5529
Yuanlong HuFirst Faculty of Clinical Medicine, Shandong University of Traditional Chinese Medicine, Jinan, China.
Yuqi WangFirst Faculty of Clinical Medicine, Shandong University of Traditional Chinese Medicine, Jinan, China.
Yueyue SongInnovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, China.
Dan LiangInnovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, China.
Jiufeng YinInnovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, China.
Yunlun LiInnovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, China.
Wenqing YangInnovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, China.
Dan ZhangExperimental Center, Shandong University of Traditional Chinese Medicine, Jinan, China.

Funding

"Jinan University 20" innovation team project on blood circulation and blood vessel reconstruction 2020GXRC017Key Project of Shandong Natural Science Foundation ZR2020KH034Outstanding Youth Innovation Team of Shandong Institutions of Higher Learning 2022KJ257
6 · The paper itself

Abstract

Resistant hypertension (RH) may cause severe target organ damage and poses significant challenges in the field of hypertension prevention and treatment. Mining biological characteristics is crucial for exploring the pathogenesis of RH and for early diagnosis and treatment. Although several single-omics studies have been conducted on RH, its complex pathogenesis has only been partially elucidated. In this study, metabolomics, proteomics, and transcriptomics were jointly analyzed in healthy subjects and patients with hypertension and RH. The multi-omics analysis found that differential substances of RH were enriched in the HIF-1 signaling pathway and that differential substances such as ascorbic acid, reduced glutathione (GSH), choline, citric acid, transferrin receptor (TfR), Egl-9 family hypoxia-inducible factor 2 (EGLN2), and glutathione peroxidase 1 (GPX1) were screened out. The results of intergroup comparisons were as follows: RH versus N: ascorbic acid (Fold Change (FC):0.42, p < 0.01), GSH (FC:0.65, p < 0.05), choline (FC:1.32, p < 0.05), citric acid (FC:0.48, p < 0.001), TfR (FC2.32, p < 0.001), GPX1 (FC:16.02, p < 0.001), EGLN2 (FC:0.76, p < 0.001); RH versus EH: ascorbic acid (FC:0.52, p < 0.05), GSH (FC:0.55, p < 0.05), choline (FC:1.28, p < 0.05), citric acid (FC:0.59, p < 0.001), TfR (FC:1.71, p < 0.001), GPX1 (FC:2.11, p < 0.05), EGLN2 (FC:0.76, p < 0.05). These differential substances may reflect the biology of RH. This study provides multi-omics analysis for a deeper understanding of the complex molecular characteristics of RH, providing new insights into the pathogenesis, early diagnosis, and precise treatment of the disease.

Indexed as

HypertensionMetabolomicsProteomicsAdultAgedAscorbic AcidFemaleGlutathioneGlutathione PeroxidaseHumansMaleMiddle AgedTranscriptomeAscorbic AcidGlutathioneGlutathione Peroxidasebiological characteristicsmultiple omicsresistant hypertension

Identifiers

PMID39716980
PMCPMC11774085

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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.