The DOI matches its Crossref record; 40 of the 40 references it cites were found in a registry or an index.
High-accuracy determination of internal circadian time from a single blood sample
Open accessAbstract
BACKGROUND: The circadian clock is a fundamental and pervasive biological program that coordinates 24-hour rhythms in physiology, metabolism, and behavior, and it is essential to health. Whereas therapy adapted to time of day is increasingly reported to be highly successful, it needs to be personalized, since internal circadian time is different for each individual. In addition, internal time is not a stable trait, but is influenced by many factors, including genetic predisposition, age, sex, environmental light levels, and season. An easy and convenient diagnostic tool is currently missing. METHODS: To establish a validated test, we followed a 3-stage biomarker development strategy: (a) using circadian transcriptomics of blood monocytes from 12 individuals in a constant routine protocol combined with machine learning approaches, we identified biomarkers for internal time; and these biomarkers (b) were migrated to a clinically relevant gene expression profiling platform (NanoString) and (c) were externally validated using an independent study with 28 early or late chronotypes. RESULTS: We developed a highly accurate and simple assay (BodyTime) to estimate the internal circadian time in humans from a single blood sample. Our assay needs only a small set of blood-based transcript biomarkers and is as accurate as the current gold standard method, dim-light melatonin onset, at smaller monetary, time, and sample-number cost. CONCLUSION: The BodyTime assay provides a new diagnostic tool for personalization of health care according to the patient's circadian clock. FUNDING: This study was supported by the Bundesministerium für Bildung und Forschung, Germany (FKZ: 13N13160 and 13N13162) and Intellux GmbH, Germany.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
Benjamini, Y., & Hochberg, Y. (1995) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1995.tb02031.x · Cited by 109,482
STAR: ultrafast universal RNA-seq aligner
Dobin, A., Davis, C. A., Schlesinger, F., Drenkow, J., Zaleski, C., Jha, S., Batut, P., Chaisson, M., & Gingeras, T. R. (2013) · Bioinformatics · doi:10.1093/bioinformatics/bts635 · Cited by 51,709
Robinson, M. D., McCarthy, D. J., & Smyth, G. K. (2010) · Bioinformatics · doi:10.1093/bioinformatics/btp616 · Cited by 41,364
A self-assessment questionnaire to determine morningness- eveningness in human circadian rhythms
Home, J. K. (1976) · Medical Entomology and Zoology · Cited by 4,783
(1976) · PubMed · Cited by 3,979
RSeQC: quality control of RNA-seq experiments
Wang, L., Wang, S., & Li, W. (2012) · Bioinformatics · doi:10.1093/bioinformatics/bts356 · Cited by 2,788
A circadian gene expression atlas in mammals: Implications for biology and medicine
Zhang, R., Lahens, N. F., Ballance, H. I., Hughes, M. E., & Hogenesch, J. B. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1408886111 · Cited by 2,304
Epidemiology of the human circadian clock
Roenneberg, T., Kuehnle, T., Juda, M., Kantermann, T., Allebrandt, K., Gordijn, M., & Merrow, M. (2007) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2007.07.005 · Cited by 1,545
Circadian control of the immune system
Scheiermann, C., Kunisaki, Y., & Frenette, P. S. (2013) · Nature Reviews Immunology · doi:10.1038/nri3386 · Cited by 1,135
A circadian clock in macrophages controls inflammatory immune responses
Keller, M., Mazuch, J., Abraham, U., Eom, G. D., Herzog, E. D., Volk, H.-D., Kramer, A., & Maier, B. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0906361106 · Cited by 843 · cited 2×
“We chose to use peripheral blood monocytes as source material for gene expression profiling, because (a) blood is an easily accessible source of human cells and (b) monocytes constitute a homogenous blood cell population and have been shown to possess a high-amplitude circadian clock (24, 25) in contrast to other PBMC…”
Self-citation
Cited by
Chronotype and Social Jetlag: A (Self-) Critical Review
Roenneberg, T., Pilz, L. K., Zerbini, G., & Winnebeck, E. C. (2019) · Biology · doi:10.3390/biology8030054 · Cited by 733
Circadian rhythms and disorders of the timing of sleep
Meyer, N., Harvey, A. G., Lockley, S. W., & Dijk, D.-J. (2022) · The Lancet · doi:10.1016/s0140-6736(22)00877-7 · Cited by 346
Circadian disruption: what do we actually mean?
Vetter, C. (2020) · European Journal of Neuroscience · doi:10.1111/ejn.14255 · Cited by 333
Melatonin effects on glucose metabolism: time to unlock the controversy
Garaulet, M., Qian, J., Florez, J. C., Arendt, J., Saxena, R., & Scheer, F. A. J. L. (2020) · Trends in Endocrinology & Metabolism · doi:10.1016/j.tem.2019.11.011 · Cited by 193
Circadian disruption and human health: A bidirectional relationship
Abbott, S. M., Malkani, R. G., & Zee, P. C. (2020) · European Journal of Neuroscience · doi:10.1111/ejn.14298 · Cited by 161
Metadata
- Authors
- Wittenbrink, N., Ananthasubramaniam, B., Münch, M., Koller, B., Maier, B., Weschke, C., Bes, F., de Zeeuw, J., Nowozin, C., Wahnschaffe, A., Wisniewski, S., Zaleska, M., Bartok, O., Ashwal-Fluss, R., Lammert, H., Herzel, H., Hummel, M., Kadener, S., Kunz, D., & Kramer, A.
- Venue
- Journal of Clinical Investigation
- Published
- 2018-08-06
- Volume
- 128
- Issue
- 9
- Pages
- 3826-3839
- ISSN
- 0021-9738 (ISSN-L)
- 1558-8238
- OpenAlex
- W2810448772
- Cited by
- 266
- References
- 40
- FWCI
- 13.16
- Type
- journal article
- Language
- en
- Open access
- bronze
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: High-accuracy determination of internal circadian time from a single blood sample. https://app.cochat.ai/papers/10.1172/jci120874
- The paper
- Wittenbrink, N., Ananthasubramaniam, B., Münch, M., Koller, B., Maier, B., Weschke, C., Bes, F., de Zeeuw, J., Nowozin, C., Wahnschaffe, A., Wisniewski, S., Zaleska, M., Bartok, O., Ashwal-Fluss, R., Lammert, H., Herzel, H., Hummel, M., Kadener, S., Kunz, D., & Kramer, A. (2018). High-accuracy determination of internal circadian time from a single blood sample. Journal of Clinical Investigation. https://doi.org/10.1172/jci120874
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.