Evidence map›Paper›PMID 34032853›Full record

ArticleJAMA network open2021

Association of Circulating Sex Hormones With Inflammation and Disease Severity in Patients With COVID-19.

Sandeep Dhindsa, Nan Zhang, Michael J McPhaul, Zengru Wu, Amit K Ghoshal, Emma C Erlich, Kartik Mani, Gwendalyn J Randolph, John R Edwards, Philip A Mudd and 1 more

Open access · goldAbstract read
In one paragraph

Article in JAMA network open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 99 papers, 7 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
99citing papers in PubMed, 7 pooled it
18.3field-weighted citation impact, top 1% of its field
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

99 citing papers in PubMed, 7 syntheses or guidelines pooled it, 169 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
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  5. Semen parameters and sex hormones as affected by SARS-CoV-2 infection: A systematic review.Progres en urologie : journal de l'Association francaise d'urologie et de la Societe francaise d'urologie · 2022
    Pooled it
  6. Pooled it
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  8. Article
  9. Article
  10. Sex Steroids in COVID-19 Patients with Hypertension: An Exploratory Study.International journal of molecular sciences · 2025
    Article
  11. Article
  12. Article
  13. Article
  14. Effect of SARS-CoV-2 infection on sperm telomere length.Journal of assisted reproduction and genetics · 2025
    Article
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  16. Article
  17. Review
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  19. Article
  20. Article

39 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors at 4 institutions in 1 country.

Sandeep DhindsaDivision of Endocrinology, Diabetes and Metabolism, St Louis University School of Medicine, St Louis, Missouri.
Nan ZhangDepartment of Pathology and Immunology, Washington University School of Medicine in St Louis, Missouri.
Michael J McPhaulEndocrine Division, Quest Diagnostics Nichols Institute, San Juan Capistrano, California.
Zengru WuEndocrine Division, Quest Diagnostics Nichols Institute, San Juan Capistrano, California.
Amit K GhoshalLC-MS Core Lab, Quest Diagnostics Nichols Institute, Valencia, California.
Emma C ErlichDepartment of Pathology and Immunology, Washington University School of Medicine in St Louis, Missouri.
Kartik ManiCardiovascular Division, Washington University School of Medicine in St Louis, Missouri.
Gwendalyn J RandolphDepartment of Pathology and Immunology, Washington University School of Medicine in St Louis, Missouri.
John R EdwardsCenter for Pharmacogenomics, Department of Medicine, Washington University School of Medicine in St Louis, Missouri.
Philip A MuddDepartment of Emergency Medicine, Washington University School of Medicine in St Louis, Missouri.
Abhinav DiwanCardiovascular Division, Washington University School of Medicine in St Louis, Missouri.
Washington University in St. Louis · USQuest Diagnostics (United States) · USJohn Cochran VA Medical Center · USSaint Louis University · US

Funding

Washington University Center for Cellular ImagingP30CA091842 · NCI · WASHINGTON UNIVERSITY · PI AIMEE S JAMES · 2001 to 2026
$128.0M
WU INSTITUTE OF CLINICAL AND TRANSLATIONAL SCIENCESUL1TR002345 · NCATS · WASHINGTON UNIVERSITY · PI William G. Powderly · 2017 to 2026
$97.8M
WU P&FP30DK020579 · NIDDK · WASHINGTON UNIVERSITY · PI Clay F. Semenkovich · 2013 to 2026
$27.1M
ROLE OF AUTOPHAGIC FLUX IN CARDIAC MYOCYTE VIABILITYR01HL107594 · NHLBI · WASHINGTON UNIVERSITY · PI Abhinav Diwan · 2011 to 2026
$5.9M
DIFFERENTIATION AND FUNCTION OF MONOCYTES AND MACROPHAGESR37AI049653 · NIAID · WASHINGTON UNIVERSITY · PI RANDOLPH, GWENDALYN J · 2016 to 2025
$4.3M
Maternal obesity and cardiometabolic health in the offspringR01HL143431 · NHLBI · WASHINGTON UNIVERSITY · PI DIWAN, ABHINAV · 2018 to 2021
$2.5M
NCATS NIH HHS UL1 TR002345NCI NIH HHS P30 CA091842NHLBI NIH HHS R01 HL143431NIAID NIH HHS R37 AI049653NIDDK NIH HHS P30 DK020579
6 · The paper itself

Abstract

Importance: Male sex is a risk factor for developing severe COVID-19 illness. It is not known whether sex hormones contribute to this predisposition. Objective: To investigate the association of concentrations of serum testosterone, estradiol, and insulinlike growth factor 1 (IGF-1, concentrations of which are regulated by sex hormone signaling) with COVID-19 severity. Design, Setting, and Participants: This prospective cohort study was conducted using serum samples collected from consecutive patients who presented from March through May 2020 to the Barnes Jewish Hospital in St Louis, Missouri, with COVID-19 (diagnosed using nasopharyngeal swabs). Exposures: Testosterone, estradiol, and IGF-1 concentrations were measured at the time of presentation (ie, day 0) and at days 3, 7, 14, and 28 after admission (if the patient remained hospitalized). Main Outcomes and Measures: Baseline hormone concentrations were compared among patients who had severe COVID-19 vs those with milder COVID-19 illness. RNA sequencing was performed on circulating mononuclear cells to understand the mechanistic association of altered circulating hormone concentrations with cellular signaling pathways. Results: Among 152 patients (90 [59.2%] men; 62 [40.8%] women; mean [SD] age, 63 [16] years), 143 patients (94.1%) were hospitalized. Among 66 men with severe COVID-19, median [interquartile range] testosterone concentrations were lower at day 0 (53 [18 to 114] ng/dL vs 151 [95 to 217] ng/dL; P = .01) and day 3 (19 [6 to 68] ng/dL vs 111 [49 to 274] ng/dL; P = .006) compared with 24 men with milder disease. Testosterone concentrations were inversely associated with concentrations of interleukin 6 (β = -0.43; 95% CI, -0.52 to -0.17; P < .001), C-reactive protein (β = -0.38; 95% CI, -0.78 to -0.16; P = .004), interleukin 1 receptor antagonist (β = -0.29; 95% CI, -0.64 to -0.06; P = .02), hepatocyte growth factor (β = -0.46; 95% CI, -0.69 to -0.25; P < .001), and interferon γ-inducible protein 10 (β = -0.32; 95% CI, -0.62 to -0.10; P = .007). Estradiol and IGF-1 concentrations were not associated with COVID-19 severity in men. Testosterone, estradiol, and IGF-1 concentrations were similar in women with and without severe COVID-19. Gene set enrichment analysis revealed upregulated hormone signaling pathways in CD14+CD16- (ie, classical) monocytes and CD14-CD16+ (ie, nonclassical) monocytes in male patients with COVID-19 who needed intensive care unit treatment vs those who did not. Conclusions and Relevance: In this single-center cohort study of patients with COVID-19, lower testosterone concentrations during hospitalization were associated with increased disease severity and inflammation in men. Hormone signaling pathways in monocytes did not parallel serum hormone concentrations, and further investigation is required to understand their pathophysiologic association with COVID-19.

Indexed as

HospitalizationSeverity of Illness IndexAgedCOVID-19EstradiolFemaleGonadal Steroid HormonesHospitalsHumansInflammationInsulin-Like Growth Factor IMaleMiddle AgedMissouriSARS-CoV-2Sex FactorsEstradiolGonadal Steroid HormonesIGF1 protein, humanInsulin-Like Growth Factor ITestosterone

Identifiers

PMID34032853
PMCPMC8150664
OpenAlexW3165191059

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.