Observational studyeLife2021
Identification of human glucocorticoid response markers using integrated multi-omic analysis from a randomized crossover trial.
Observational study in eLife, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02152553 (Protein/Metabolite Biomarker), which is not on this map. Cited by 20 papers.
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.
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.
Protein/Metabolite Biomarker(s) for Glucocorticoid Action; an Experimental Trial in Patients With Adrenal Insufficiency
Who cites it
20 citing papers in PubMed, 35 citations in OpenAlex.
- Different metabolic pathways associated with total cortisol exposure and the cortisol time profile: a randomized crossover trial.Scientific reports · 2026Trial
- Trial
- Supraphysiological Glucocorticoid Doses and Pitfalls of Annual Biomarker Monitoring in Adults With CAH.Clinical endocrinology · 2026Article
- Hepatic Glucocorticoid Receptor Action and Glucose Homeostasis.Endocrine reviews · 2026Review
- Exogenous glucocorticoid dose impacts circulating microRNA expression in patients with adrenal insufficiency due to 21-hydroxylase deficiency.Frontiers in endocrinology · 2026Article
- Transcriptome remodelling and changes in growth and cardiometabolic phenotype result following Grb10a knockdown in the early life of the zebrafish.Cellular and molecular life sciences : CMLS · 2025Article
- Perinatal glucocorticoid sensitivity in the preterm newborn: molecular mechanisms, endogenous determinants, and clinical implications.Frontiers in endocrinology · 2025Review
- Current Challenges and Future Directions in the Assessment of Glucocorticoid Status.Endocrine reviews · 2024Review
- Causal relationship between genetically determined plasma metabolites and skin cancer: a two-sample Mendelian randomization study.Archives of dermatological research · 2024Article
- A DNA methylation signature in the stress driver gene Fkbp5 indicates a neuropathic component in chronic pain.Clinical epigenetics · 2023Article
- Cystatin C is glucocorticoid responsive, directs recruitment of Trem2+ macrophages, and predicts failure of cancer immunotherapy.Cell genomics · 2023Article
- Small molecule metabolites: discovery of biomarkers and therapeutic targets.Signal transduction and targeted therapy · 2023Review
- Chronic nicotine exposure alters sperm small RNA content in C57BL/6J mouse model.Developmental psychobiology · 2023Review
- Modulation of the dynamics and cellularity of adipose tissues in different fat depots in broilers by dietary dexamethasone.Journal of advanced veterinary and animal research · 2022Article
- Non-invasive assessment of tissue sodium content in patients with primary adrenal insufficiency.European journal of endocrinology · 2022Article
- Metabolomic Abnormalities in Serum from Untreated and Treated Dogs with Hyper- and Hypoadrenocorticism.Metabolites · 2022Article
- Trophectoderm differentiation to invasive syncytiotrophoblast is promoted by endometrial epithelial cells during human embryo implantation.Human reproduction (Oxford, England) · 2022Article
- Monocarboxylate Transporters Are Involved in Extracellular Matrix Remodelling in Pancreatic Ductal Adenocarcinoma.Cancers · 2022Article
- Wnt-Signaling Regulated by Glucocorticoid-Induced miRNAs.International journal of molecular sciences · 2021Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
15 authors at 6 institutions in 3 countries.
Funding
Abstract
Background: Glucocorticoids are among the most commonly prescribed drugs, but there is no biomarker that can quantify their action. The aim of the study was to identify and validate circulating biomarkers of glucocorticoid action. Methods: In a randomized, crossover, single-blind, discovery study, 10 subjects with primary adrenal insufficiency (and no other endocrinopathies) were admitted at the in-patient clinic and studied during physiological glucocorticoid exposure and withdrawal. A randomization plan before the first intervention was used. Besides mild physical and/or mental fatigue and salt craving, no serious adverse events were observed. The transcriptome in peripheral blood mononuclear cells and adipose tissue, plasma miRNAomic, and serum metabolomics were compared between the interventions using integrated multi-omic analysis. Results: We identified a transcriptomic profile derived from two tissues and a multi-omic cluster, both predictive of glucocorticoid exposure. A microRNA (miR-122-5p) that was correlated with genes and metabolites regulated by glucocorticoid exposure was identified (p=0.009) and replicated in independent studies with varying glucocorticoid exposure (0.01 ≤ p≤0.05). Conclusions: We have generated results that construct the basis for successful discovery of biomarker(s) to measure effects of glucocorticoids, allowing strategies to individualize and optimize glucocorticoid therapy, and shedding light on disease etiology related to unphysiological glucocorticoid exposure, such as in cardiovascular disease and obesity. Funding: The Swedish Research Council (Grant 2015-02561 and 2019-01112); The Swedish federal government under the LUA/ALF agreement (Grant ALFGBG-719531); The Swedish Endocrinology Association; The Gothenburg Medical Society; Wellcome Trust; The Medical Research Council, UK; The Chief Scientist Office, UK; The Eva Madura's Foundation; The Research Foundation of Copenhagen University Hospital; and The Danish Rheumatism Association. Clinical trial number: NCT02152553.
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What OpenQuestion holds
Registered trials
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.