Evidence map›Paper›PMID 42846201›Full record

ArticleFrontiers in pharmacology2026

Circulating serotonin is associated with calcific aortic valve stenosis: a two-phase metabolomics study.

Wei Gao, Chenghu Guo, Nizal Sarrafzadegan, Haowei Zhang, Zeyuan Mei, Jiaqi Li, Lin Chen, Junkang Cheng, Jocelyn Gao, Chaoyu Liu and 7 more

Abstract read
In one paragraph

Article in Frontiers in pharmacology, 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
–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

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

17 authors.

Wei Gao *State Key Laboratory for Innovation and Transformation of Luobing Theory, Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province, Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.
Chenghu Guo *State Key Laboratory for Innovation and Transformation of Luobing Theory, Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province, Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.
Nizal SarrafzadeganIsfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran.
Haowei ZhangState Key Laboratory for Innovation and Transformation of Luobing Theory, Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province, Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.
Zeyuan MeiState Key Laboratory for Innovation and Transformation of Luobing Theory, Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province, Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.
Jiaqi LiState Key Laboratory for Innovation and Transformation of Luobing Theory, Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province, Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.
Lin ChenState Key Laboratory for Innovation and Transformation of Luobing Theory, Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province, Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.
Junkang ChengState Key Laboratory for Innovation and Transformation of Luobing Theory, Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province, Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.
Jocelyn GaoThe Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, United States.
Chaoyu LiuState Key Laboratory for Innovation and Transformation of Luobing Theory, Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province, Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.
Yue YouState Key Laboratory for Innovation and Transformation of Luobing Theory, Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province, Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.
Zhiyi WangState Key Laboratory for Innovation and Transformation of Luobing Theory, Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province, Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.
Mei DongState Key Laboratory for Innovation and Transformation of Luobing Theory, Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province, Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.
Mei NiState Key Laboratory for Innovation and Transformation of Luobing Theory, Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province, Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.
Xiaolin LiuState Key Laboratory for Innovation and Transformation of Luobing Theory, Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province, Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.
Xiaoling LiuState Key Laboratory for Innovation and Transformation of Luobing Theory, Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province, Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.
Guipeng AnState Key Laboratory for Innovation and Transformation of Luobing Theory, Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province, Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Calcific aortic valve stenosis (CAVS) is the most prevalent valvular heart disease in the elderly, yet no pharmacological therapy can halt its progression, partly due to incomplete understanding of disease-associated metabolic alterations and the lack of circulating biomarkers for disease detection. Objective: We aimed to characterize metabolic alterations associated with CAVS and evaluate a candidate circulating marker for CAVS detection. Methods: In the discovery cohort, patients with severe CAVS and matched controls without aortic valve disease were enrolled. Untargeted serum metabolomics was performed to characterize metabolic profiles. Differential metabolites, pathway enrichment analysis, and machine-learning-based feature prioritization were conducted. Based on pathway-level metabolic annotation, biological evidence, and feasibility of targeted measurement, serotonin was selected as a biologically prioritized, hypothesis-generating candidate and evaluated by ELISA in an independent targeted assessment cohort including controls, non-severe CAVS, and severe CAVS. Associations between serum serotonin levels and CAVS were assessed using multivariable logistic regression, smooth curve analysis, subgroup analyses, and ROC analysis. Results: The discovery cohort included 58 participants [29 with severe CAVS (69.7 ± 7.5 years; 44.8% male) and 29 matched controls (66.8 ± 5.1 years; 58.6% male)]. Untargeted metabolomics identified 70 differential metabolites. KEGG pathway enrichment analysis revealed serotonin-related metabolic annotations, while Random Forest analysis prioritized indoleacrylic acid as a discriminatory metabolite feature. Serotonin was not selected based on individual metabolite ranking but was evaluated based on pathway-level evidence, biological plausibility, and feasibility of targeted measurement. In the independent targeted assessment cohort of 303 individuals (101 controls, 101 non-severe CAVS, and 101 severe CAVS), serum serotonin levels were significantly lower in both non-severe and severe CAVS groups compared with controls, but did not differ between disease severity groups. Multivariable logistic regression adjusted for confounders confirmed its independent inverse association with CAVS. Incorporation of serum serotonin into the clinical model improved discrimination (AUC increased from 0.752 to 0.865), whereas serotonin alone showed moderate diagnostic performance. Conclusion: Reduced circulating serotonin is associated with the presence of CAVS and may represent a biologically plausible candidate adjunct biomarker for disease detection. Further multicenter prospective and mechanistic studies are required to determine its clinical utility and biological significance.

Indexed as

biomarker candidatecalcific aortic valve stenosisdiagnostic discriminationmetabolomicsprospective evaluationserotonin

Identifiers

PMID42846201
PMCPMC13642326

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.