The interactive effects of nocturnal sleep and daytime naps in relation to serum C-reactive protein
Open accessAbstract
Background and aim C-reactive protein (CRP) is a general marker of inflammation that has been differentially linked with sleep. Elevated CRP (ie, high inflammation) has been associated with either short/insufficient sleep duration or long sleep duration, both, or neither. Daytime napping has also been tied to increased and decreased inflammation. We attempted to unify these findings by examining the relationship between CRP and sleep duration in conjunction with napping in a healthy young adult cohort.Participants Participants were young adults (mean age = 29.05 years, n = 2147) from the National Longitudinal Study of Adolescent Health (Add Health) cohort, a nationally representative longitudinal sample.Methods/results Analysis of covariance (ANCOVA) tests examined whether self-reported sleep duration (short, medium, or long) and nap frequency (none-few days/week; most days/week; every day) interacted in relation to CRP. Standard covariates (ie, age, gender, race/ethnicity, body mass index, physical activity, depression, snoring, systolic blood pressure, clinical symptoms, and household income) were used. There was a linear increase in CRP with increased napping [contrast estimate = 0.265, 95% confidence interval (CI) (0.045-0.485), P = 0.018]. There was also an interaction between sleep duration and napping frequency in relation to CRP (F4,2128 = 2.90, P = 0.021). Inflammation differed between nap groups within the long and short sleep groups.Conclusions Our results suggest that increased napping is an independent predictor of inflammation in young adults. These results also provide evidence for interactive effects of inflammation, nocturnal sleep, and daytime naps. Our findings confirm that excess sleep, insufficient sleep, frequent napping, and infrequent napping can all be linked with elevated CRP, but these relationships depend on both nocturnal and daytime sleep patterns. These analyses will guide future work to more specifically examine sleep-inflammation processes and directionality.
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
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.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In a young population of over 2,100 adolescents, increased napping was associated with elevated CRP.
“An association between increased napping and elevated CRP has been also found in a young population of over 2,100 adolescents (358).”
From The Sleep-Immune Crosstalk in Health and Disease (2019) · cites this paper as [358]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
C-reactive protein: a critical update
Pepys, M. B., & Hirschfield, G. M. (2003) · Journal of Clinical Investigation · doi:10.1172/jci18921 · Cited by 4,576 · see citing works
C-reactive protein: a critical update
Pepys, M. B., & Hirschfield, G. M. (2003) · Journal of Clinical Investigation · doi:10.1172/jci200318921 · Cited by 3,436 · see citing works
Effect of sleep loss on C-reactive protein, an inflammatory marker of cardiovascular risk
Meier-Ewert, H. K., Ridker, P. M., Rifai, N., Regan, M. M., Price, N. J., Dinges, D. F., & Mullington, J. M. (2004) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2003.07.050 · Cited by 1,195 · see citing works
Vgontzas, A. N., Papanicolaou, D. A., Bixler, E. O., Kales, A., Tyson, K., & Chrousos, G. P. (1997) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem.82.5.3950 · Cited by 974 · see citing works
Sleep Duration and Biomarkers of Inflammation
Patel, S. R., Zhu, X., Storfer-Isser, A., Mehra, R., Jenny, N. S., Tracy, R., & Redline, S. (2009) · Sleep · doi:10.1093/sleep/32.2.200 · Cited by 615 · see citing works
Sick and tired: does sleep have a vital role in the immune system?
Bryant, P. A., Trinder, J., & Curtis, N. (2004) · Nature Reviews Immunology · doi:10.1038/nri1369 · Cited by 551 · see citing works
Mullington, J. M., Simpson, N. S., Meier-Ewert, H. K., & Haack, M. (2010) · Best Practice & Research Clinical Endocrinology & Metabolism · doi:10.1016/j.beem.2010.08.014 · Cited by 519 · see citing works
Circadian Interleukin-6 Secretion and Quantity and Depth of Sleep
Vgontzas, A. N., Papanicolaou, D. A., Bixler, E. O., Lotsikas, A., Zachman, K., Kales, A., Prolo, P., Wong, M.-L., Licinio, J., Gold, P. W., et al. (1999) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem.84.8.5894 · Cited by 516 · see citing works
Absence of diurnal variation of C-reactive protein concentrations in healthy human subjects
Meier-Ewert, H. K., Ridker, P. M., Rifai, N., Price, N., Dinges, D. F., & Mullington, J. M. (2001) · Clinical Chemistry · doi:10.1093/clinchem/47.3.426 · Cited by 410 · see citing works
C-Reactive Protein and Sleep-Disordered Breathing
Guilleminault, C., Kirisoglu, C., & Ohayon, M. M. (2004) · SLEEP · doi:10.1093/sleep/27.8.1507 · Cited by 231 · see citing works
Dose-dependent effects of endotoxin on human sleep
Mullington, J., Korth, C., Hermann, D. M., Orth, A., Galanos, C., Holsboer, F., & Pollmächer, T. (2000) · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology · doi:10.1152/ajpregu.2000.278.4.r947 · Cited by 226 · see citing works
Taheri, S., Austin, D., Lin, L., Nieto, F. J., Young, T., & Mignot, E. (2007) · Sleep · doi:10.1093/sleep/30.8.991 · Cited by 189 · see citing works
Extreme sleep durations and increased C-reactive protein: effects of sex and ethnoracial group
Grandner, M. A., Buxton, O. M., Jackson, N., Sands-Lincoln, M., Pandey, A., & Jean-Louis, G. (2013) · SLEEP · doi:10.5665/sleep.2646 · Cited by 178 · see citing works
Williams, C. J., Hu, F. B., Patel, S. R., & Mantzoros, C. S. (2007) · Diabetes Care · doi:10.2337/dc06-2107 · Cited by 167 · see citing works
Simpson, N. S., & Dinges, D. F. (2008) · Nutrition Reviews · doi:10.1111/j.1753-4887.2007.tb00371.x · Cited by 146 · see citing works
Sleep and alertness : chronobiological, behavioral, and medical aspects of napping
Dinges, D. F., & Broughton, R. (1989) · Raven Press eBooks · Cited by 138 · see citing works
Simpson, N., & Dinges, D. F. (2007) · Nutrition Reviews · doi:10.1301/nr.2007.dec.s244-s252 · Cited by 133 · see citing works
Disturbed sleep is associated with increased C-reactive protein in young women
Okun, M. L., Coussons‐Read, M. E., & Hall, M. H. (2008) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2008.10.008 · Cited by 117 · see citing works
Faraut, B., Nakib, S., Drogou, C., Elbaz, M., Sauvet, F., Bandt, J. P. D., & Léger, D. (2015) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2014-2566 · Cited by 117 · see citing works
Daytime napping, sleep duration and serum C reactive protein: a population-based cohort study
Leng, Y., Ahmadi-Abhari, S., Wainwright, N. W. J., Cappuccio, F. P., Surtees, P. G., Luben, R., Brayne, C., & Khaw, K.-T. (2014) · BMJ Open · doi:10.1136/bmjopen-2014-006071 · Cited by 80 · see citing works
Sleep and Alertness: Chronobiological, Behavioural, and Medical Aspects of Napping
Strain, J. J., & Fulop, G. (1991) · American Journal of Psychiatry · doi:10.1176/ajp.148.10.1398 · Cited by 36 · see citing works
Add Health Wave IV Documentation: Measures of Inflammation and Immune Function
Whitsel, E. A. (2012) · Carolina Digital Repository (University of North Carolina at Chapel Hill) · doi:10.17615/c60m2r · Cited by 20 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
The Sleep-Immune Crosstalk in Health and Disease
Besedovsky, L., Lange, T., & Haack, M. (2019) · Physiological Reviews · doi:10.1152/physrev.00010.2018 · Cited by 1,479 · see citing works
Circadian Rhythm and Sleep Disruption: Causes, Metabolic Consequences, and Countermeasures
Potter, G. D., Skene, D. J., Arendt, J., Cade, J. E., Grant, P. J., & Hardie, L. J. (2016) · Endocrine Reviews · doi:10.1210/er.2016-1083 · Cited by 728 · see citing works
Napping: a public health issue. From epidemiological to laboratory studies
Faraut, B., Andrillon, T., Vecchierini, M.-F., & Leger, D. (2017) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2016.09.002 · Cited by 217 · see citing works
Exploring the nap paradox: are mid-day sleep bouts a friend or foe?
Mantua, J., & Spencer, R. M. C. (2017) · Sleep Medicine · doi:10.1016/j.sleep.2017.01.019 · Cited by 133 · see citing works
Self-citationSun, J., Ma, C., Zhao, M., Magnussen, C. G., & Xi, B. (2022) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2022.101682 · Cited by 70 · see citing works
Bakour, C., Schwartz, S. W., O’Rourke, K. M., Wang, W., Sappenfield, W. M., Couluris, M., & Chen, H. (2017) · SLEEP · doi:10.1093/sleep/zsx156 · Cited by 60 · see citing works
Robbins, R., Grandner, M. A., Buxton, O. M., Hale, L. E., Buysse, D. J., Knutson, K. L., Patel, S. R., Troxel, W., Youngstedt, S. D., Czeisler, C. A., et al. (2019) · Sleep Health · doi:10.1016/j.sleh.2019.02.002 · Cited by 61 · see citing works
Sleep Disturbance and Total Sleep Time in Persons Living with HIV: A Cross-Sectional Study
Faraut, B., Malmartel, A., Ghosn, J., Duracinský, M., Léger, D., Grabar, S., & Viard, J. (2018) · AIDS and Behavior · doi:10.1007/s10461-018-2179-1 · Cited by 55 · see citing works
Han, K., Lee, H., Kim, L., & Yoon, H. (2020) · SLEEP · doi:10.1093/sleep/zsaa010 · Cited by 54 · see citing works
Relationship between afternoon napping and cognitive function in the ageing Chinese population
Cai, H., Su, N., Li, W., Li, X., Xiao, S., & Sun, L. (2021) · General Psychiatry · doi:10.1136/gpsych-2020-100361 · Cited by 40 · see citing works
Daytime naps and depression risk: A meta-analysis of observational studies
Li, L., Zhang, Q., Zhu, L., Zeng, G., Huang, H., Zhuge, J., Kuang, X., Yang, S., Yang, D., Chen, Z., et al. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.1051128 · Cited by 28 · see citing works
Increased levels of inflammation among infants with disorganized histories of attachment
Measelle, J. R., David, J., & Ablow, J. C. (2016) · Behavioural Brain Research · doi:10.1016/j.bbr.2016.12.001 · Cited by 27 · see citing works
D’Antono, B., & Bouchard, V. (2019) · Biology of Sex Differences · doi:10.1186/s13293-019-0250-x · Cited by 27 · see citing works
Total Sleep Time Interacts With Age to Predict Cognitive Performance Among Adults
Mohlenhoff, B. S., Insel, P. S., Mackin, R. S., Neylan, T. C., Flenniken, D., Nosheny, R. L., Richards, A. L., Maruff, P. T., & Weiner, M. W. (2018) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.7342 · Cited by 23 · see citing works
Sleep, Prospective Memory, and Immune Status among People Living with HIV
Faraut, B., Tonetti, L., Malmartel, A., Grabar, S., Ghosn, J., Viard, J., Natale, V., & Léger, D. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18020438 · Cited by 22 · see citing works
Association between napping and type 2 diabetes mellitus
Liu, H., Wu, Y., Zhu, H., Wang, P., Chen, T., Xia, A., Zhao, Z., He, D. C., Chen, X., Xu, J., et al. (2024) · Frontiers in Endocrinology · doi:10.3389/fendo.2024.1294638 · Cited by 21 · see citing works
Jakubowski, K., Boylan, J. M., Cundiff, J. M., & Matthews, K. A. (2017) · Sleep Health · doi:10.1016/j.sleh.2017.06.005 · Cited by 19 · see citing works
Physical and Mental Health Consequences of Obesity in Women
Weschenfelder, J., Bentley, J., & Himmerich, H. (2018) · InTech eBooks · doi:10.5772/intechopen.73674 · Cited by 19 · see citing works
Wang, X., Chen, Y., Yue, B., Li, S., Liu, Q., Li, Q., Li, L., & Sun, J. (2021) · Aging · doi:10.18632/aging.203149 · Cited by 18 · see citing works
Sleep Characteristics and Cognitive Function in Older Adults Without Dementia: The CABLE Study
Fu, Y., Wang, Z.-T., Qu, Y., Wang, X.-T., Ma, Y., Bi, Y., Dong, Q., Tan, L., & Yu, J. (2021) · Journal of Alzheimer s Disease · doi:10.3233/jad-215017 · Cited by 17 · see citing works
Napping Behavior in Adolescents: Consensus, Dissents, and Recommendations
Santos, J. S., Beijamini, F., & Louzada, F. M. (2021) · Sleep and Vigilance · doi:10.1007/s41782-021-00155-3 · Cited by 16 · see citing works
Boukhris, O. F., Trabelsi, K., Ammar, A., Hsouna, H., Abdessalem, R., Altmann, S., Clark, C. C. T., Turki, M., Ayadi, F. M., Engel, F. A., et al. (2021) · Research in Sports Medicine · doi:10.1080/15438627.2021.1988951 · Cited by 17 · see citing works
Saetung, S., Reutrakul, S., Chailurkit, L., Rajatanavin, R., Ongphiphadhanakul, B., & Nimitphong, H. (2018) · Scientific Reports · doi:10.1038/s41598-018-28260-w · Cited by 14 · see citing works
Role of Napping for Learning Across the Lifespan
Jones, B. J., & Spencer, R. M. C. (2020) · Current Sleep Medicine Reports · doi:10.1007/s40675-020-00193-9 · Cited by 11 · see citing works
Self-citationHuele, A. V., Everaert, K., Gibson, W., Wagg, A., Abrams, P., Wein, A. J., & Bower, W. (2024) · Neurourology and Urodynamics · doi:10.1002/nau.25624 · Cited by 11 · see citing works
Zhang, Y., Li, X., Zheng, J., Miao, Y., Tan, J., & Zhang, Q. (2023) · Sleep Medicine · doi:10.1016/j.sleep.2023.11.018 · Cited by 9 · see citing works
Impact of sleep characteristics on IVF/ICSI outcomes: A prospective cohort study
Bariya, S., Tao, Y., Zhang, R., & Zhang, M. (2024) · Sleep Medicine · doi:10.1016/j.sleep.2024.11.038 · Cited by 8 · see citing works
Dong, X., Liu, X., Zhang, L., Wang, Y., Tu, R., Liao, W., Wang, Y., Li, R., Hou, J., Mao, Z., et al. (2022) · Nutrition Metabolism and Cardiovascular Diseases · doi:10.1016/j.numecd.2022.03.006 · Cited by 6 · see citing works
Qiao, X., Wang, X., Guo, L., & Pan, Q. (2024) · Nature and Science of Sleep · doi:10.2147/nss.s468444 · Cited by 6 · see citing works
Gao, E., Hou, J., Zhou, Y., Ma, J., Li, T. X., Zhang, J., Wang, L., Chen, W., & Yuan, J. (2020) · Platelets · doi:10.1080/09537104.2020.1719055 · Cited by 6 · see citing works
Association between sleep patterns and galectin-3 in a Chinese community population
Liu, L., Zhen, J., Liu, S., Ren, L., Zhao, G., Liang, J., Xu, A., Li, C., Wu, J., & Cheung, B. M. Y. (2024) · BMC Public Health · doi:10.1186/s12889-024-18811-4 · Cited by 5 · see citing works
Li, Q., Shan, Y., Liao, J., Wang, L., Wei, Y., Dai, L., Kan, S., Shi, J., Huang, X., & Lu, G. (2024) · PLoS ONE · doi:10.1371/journal.pone.0298375 · Cited by 5 · see citing works
Ran, X., Xu, Y., Ni, X., Zhao, Z., Xu, J., Tan, X., Ma, H., & Wu, Q. (2025) · Archives of Gerontology and Geriatrics · doi:10.1016/j.archger.2025.105987 · Cited by 3 · see citing works
Phillips, A. C., Nys, L. D., Brindle, R. C., & Drayson, M. T. (2023) · Brain Behavior & Immunity - Health · doi:10.1016/j.bbih.2023.100661 · Cited by 3 · see citing works
Lan, R., Mao, L., Luo, T., Luo, W., Yao, Q., Ye, H., Hu, J., Yang, S., Li, Q., Wang, Z., et al. (2025) · Journal of Diabetes · doi:10.1111/1753-0407.70107 · Cited by 2 · see citing works
Feng, X., Wang, D., Liang, R., Cheng, M., Cao, L., Xiao, Y., Zhou, M., He, M., Zhang, X., Yuan, J., et al. (2021) · Sleep And Breathing · doi:10.1007/s11325-021-02338-8 · Cited by 2 · see citing works
Nonobvious connections between napping and stroke: a systematic review and meta-analysis
Kaźmierski, R., Jurga, S. J., Wojtasz, I., Kostanek, J., Łukasik, M., & Watała, C. W. (2025) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2025.102157 · Cited by 1 · see citing works
Zhao, X., Lin, S., Lu, L., Xu, Y., Zou, H., & Ma, Y. (2025) · Eye · doi:10.1038/s41433-025-04066-9 · Cited by 1 · see citing works
Mantua, J., Gutiérrez, R. L., Isidean, S. D., Alcala, A. N., Testa, K. J., Talaat, K. R., Doty, T. J., & Porter, C. K. (2022) · Sleep Medicine · doi:10.1016/j.sleep.2022.09.008 · Cited by 2 · see citing works
Self-citationBakour, C. (2016) · Digital Commons - University of South Florida (University of South Florida)
Dong, X., Liu, X., Zhang, L., Wang, Y., Tu, R., Liao, W., Wang, Y., Li, R., Hou, J., Mao, Z., et al. (2020) · Research Square · doi:10.21203/rs.3.rs-59400/v1
Chokroverty, S., & Cortelli, P. (2021) · Springer eBooks · doi:10.1007/978-3-030-62263-3_1
Wang, M., Guo, H., Peng, H., Wang, S., Wang, X., Fan, M., Jin, J., Hou, T., Gao, C., Xian, W., et al. (2024) · Sleep Medicine · doi:10.1016/j.sleep.2024.11.001
Shen, Y.-N., Cai, Z., Jia, R., & Zhu, A. (2025) · IJC Heart & Vasculature · doi:10.1016/j.ijcha.2025.101811
Liu, L., Zhen, J., Liu, S., Ren, L., Zhao, G., Liang, J., Xu, A., Li, C., Wu, J., & Cheung, B. M. Y. (2024) · Figshare · doi:10.6084/m9.figshare.26721495
- Authors
- Mantua, J., & Spencer, R. M. C.
- Affiliations
- University of Massachusetts Amherst (US)
- Corresponding author
- Spencer, Rebecca M.C.
- Venue
- Sleep Medicine
- Publisher
- Elsevier BV
- Published
- 2015-10
- Volume
- 16
- Issue
- 10
- Pages
- 1213-1216
- ISSN
- 1389-9457 (ISSN-L)
- PMC
- PMC4592522
- OpenAlex
- W1858799106
- Cited by
- 45
- References
- 22
- Citations by year
- 2025: 5 · 2024: 8 · 2023: 2 · 2022: 4 · 2021: 8 · 2020: 4 · 2019: 3 · 2018: 4 · 2017: 3 · 2016: 4
- FWCI
- 5.47
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Sleep Medicine (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- NIH (R01 AG040133)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (P01-HD31921)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and related disorders
- Life Sciences › Neuroscience › Cognitive Neuroscience › Sleep and Wakefulness Research
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and Work-Related Fatigue
- Keywords
- C-reactive protein, inflammation, sleep duration, daytime napping, short sleep duration, long sleep, young adults
- MeSH terms
- Adult, C-Reactive Protein, Female, Humans, Inflammation, Longitudinal Studies, Male, Sleep, Sleep Deprivation
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