ArticleSleep2016
Developing Biomarker Arrays Predicting Sleep and Circadian-Coupled Risks to Health.
Article in Sleep, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 59 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
59 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Machine learning identifies a compact gene set for monitoring the circadian clock in human blood.Genome medicine · 2017Pooled it
- Effects of a Group-Based Cognitive Behavioral Therapy for Sleep in Nursing Students: Pilot Randomized Controlled Trial.JMIR human factors · 2026Trial
- Identification of a Preliminary Plasma Metabolome-based Biomarker for Circadian Phase in Humans.Journal of biological rhythms · 2021Trial
- Leveraging the Metabolic Fingerprint of Sleep Deprivation and Sleep Restriction for Forensic Applications: A Machine Learning Study in Oral Fluid Metabolomics.Journal of proteome research · 2026Article
- Performance of Blood-Based Biomarkers for Human Circadian Pacemaker Phase: Training Sets Matter As Much As Feature-Selection Methods.Journal of biological rhythms · 2025Article
- Circadian clock genes and insomnia: molecular mechanisms and therapeutic implications.Annals of medicine · 2025Review
- Competitive enzyme linked aptamer based assay for salivary melatonin detection.Scientific reports · 2025Article
- Potential non-invasive biomarkers of chronic sleep disorders identified by salivary metabolomic profiling among middle-aged Japanese men.Scientific reports · 2025Article
- Relationship between Circadian System Status, Child-Pugh Score, and Clinical Outcome in Cirrhotic Patients on Waiting Lists for Liver Transplantation.Journal of clinical medicine · 2024Article
- Review
- Elevated oxidative stress biomarkers in adults with segmented sleep patterns.Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2024Article
- Accurate detection of acute sleep deprivation using a metabolomic biomarker-A machine learning approach.Science advances · 2024Article
- Circadian rhythmicity in schizophrenia male patients with and without substance use disorder comorbidity.European archives of psychiatry and clinical neuroscience · 2024Article
- Distribution of dim light melatonin offset (DLMOff) and phase relationship to waketime in healthy adults and associations with chronotype.Sleep health · 2024Article
- Article
- Exploring Physical and Biological Manifestations of Burnout and Post-Traumatic Stress Disorder Symptoms in Healthcare Workers: A Scoping Review Protocol.medRxiv : the preprint server for health sciences · 2023Article
- Article
- Multiplatform-Integrated Identification of Melatonin Targets for a Triad of Psychosocial-Sleep/Circadian-Cardiometabolic Disorders.International journal of molecular sciences · 2023Article
- Biomarkers linking habitual short sleep duration with risk of cardiometabolic disease: current progress and future directions.Frontiers in sleep · 2023Article
- Acupuncture ameliorates Mobile Phone Addiction with sleep disorders and restores salivary metabolites rhythm.Frontiers in psychiatry · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
16 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Identifiers
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.