Circadian control of glucose metabolism
Open accessAbstract
The incidence of obesity and type 2 diabetes mellitus (T2DM) has risen to epidemic proportions. The pathophysiology of T2DM is complex and involves insulin resistance, pancreatic β-cell dysfunction and visceral adiposity. It has been known for decades that a disruption of biological rhythms (which happens the most profoundly with shift work) increases the risk of developing obesity and T2DM. Recent evidence from basal studies has further sparked interest in the involvement of daily rhythms (and their disruption) in the development of obesity and T2DM. Most living organisms have molecular clocks in almost every tissue, which govern rhythmicity in many domains of physiology, such as rest/activity rhythms, feeding/fasting rhythms, and hormonal secretion. Here we present the latest research describing the specific role played by the molecular clock mechanism in the control of glucose metabolism and speculate on how disruption of these tissue clocks may lead to the disturbances in glucose homeostasis.
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Written from the paper’s full text.
TL;DR
This review synthesizes evidence that molecular circadian clocks in the suprachiasmatic nucleus (SCN) and peripheral tissues regulate glucose homeostasis, and that their disruption contributes to obesity and type 2 diabetes. Tissue-specific clock knockout studies especially implicate pancreatic clocks in insulin release and liver clocks in glucose tolerance, while roles for adipose and muscle clocks remain less direct or unresolved.
Key findings
- Whole-body clock gene knockouts produce diverse metabolic phenotypes: *Clock* mutant mice are hyperphagic, obese, hyperleptinemic, hyperlipidemic, hyperglycemic, and hypoinsulinemic; *Bmal1* KO mice show fasting hypoglycemia, reduced plasma insulin, and increased adiposity; *Cry1−/−/Cry2−/−* mice have impaired glucose clearance; *Per2* mutants show reduced fasting glycemia and impaired gluconeogenesis. However, the paper notes that genetic background strongly affects these phenotypes, and many null mutations are associated with leanness despite normophagia or hyperphagia.
- The SCN directly influences daily glucose rhythms independent of feeding: with a 6-meals-a-day schedule (identical meal every 4 h), meals during the dark period produced larger glucose and insulin responses than during the light period, and the basal plasma glucose rhythm persisted during fasting. The SCN signals via the PVN and sympathetic innervation of the liver; perifornical orexin neurons can increase hepatic glucose production.
- Tissue-specific clocks have distinct roles: liver-specific *Bmal1* disruption increases glucose tolerance; liver-specific *Cry* KO inhibits glucagon-induced gluconeogenesis; pancreatic *Bmal1* or *Clock* ablation causes type 2 diabetes-like defective β-cell insulin secretion; adipocyte-specific *Bmal1* KO leads to obesity but not direct glucose homeostasis changes; a note added in proof reports muscle-specific *Bmal1* KO mice show reduced GLUT4 and impaired insulin-stimulated glucose uptake.
- Human evidence links circadian gene variants to glucose homeostasis: *Clock* and *Bmal1* polymorphisms are associated with obesity and type 2 diabetes susceptibility, *Npas2* and *Per2* polymorphisms with high fasting glucose, and *CRY2* variants with glucose levels. Shift work and disrupted sleep are consistently associated with increased type 2 diabetes risk. The review also notes that over 350 circadian transcripts have been identified in liver, 10% of which maintain rhythmicity without a functional hepatocyte clock, and that after a meal >80% of glucose is taken up by muscle.
Methods
- Design: narrative review/synthesis of basic, genetic, physiological, and epidemiological literature on circadian control of glucose metabolism; no systematic review or meta-analysis is described.
- Data/sample: rodent whole-body and tissue-specific clock gene knockouts, SCN lesion/stimulation studies, scheduled feeding and autonomic denervation experiments, tracer/isotope and PET-FDG studies, human genetic association studies, and epidemiological studies of shift work and sleep disruption.
- Main analysis: qualitative integration of findings across central and peripheral clocks, with no new primary data reported.
Limitations
- Stated in the paper: whole-body clock gene KOs cannot distinguish contributions of separate tissues; tissue-specific KO models were urgently needed; many mechanisms remain unresolved, including the exact role of glucocorticoid receptor signaling, autonomic innervation, and the muscle clock; integrative whole-animal/human studies are still required.
- Stated in the paper: metabolic phenotypes of clock mutants depend heavily on genetic background, and human evidence is largely correlational/epidemiological rather than causal.
- Evident from the text: as a narrative review, it lacks a systematic search strategy or quantitative synthesis, and many conclusions rely on animal models and cited studies; the 2014 publication date means some tissue-specific findings, such as the muscle-specific *Bmal1* KO, appear only in a note added in proof.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
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Cites
Statistics
Claims the paper makes
0 of 86 cited sources checked · 0 supported · 0 flagged
- Findingcitation
We did not find an obvious and direct influence of the SCN on basal plasma insulin or glucagon concentrations.
“On the other hand, we did not find an obvious and direct influence of the SCN on basal plasma insulin or glucagon concentrations [58,59].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [58] La Fleur, 1999, An SCN generated rhythm in basal glucose levels, Journal of Neuroendocrinology source
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- cites [59] Ruiter, 2003, The daily rhythm in plasma glucagon concentrations in the rat is modulated by the biological clock and by feeding behavior, Diabetes source
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- Findingown data
Rhythmicity was maintained in plasma glucose concentrations during fasting.
“Another argument in favor of a direct influence of the SCN on glucose metabolism, independent of its effect on feeding behavior, was the fact that the rhythmicity was maintained in plasma glucose concentrations during fasting.”
Quote in the paperSubstantial claim - Findingcitation
The SCN needs an intact sympathetic innervation of the liver to generate a daily rhythm in plasma glucose concentrations.
“From these studies it became clear that the SCN does indeed need an intact sympathetic innervation of the liver to generate a daily rhythm in plasma glucose concentrations [63,66].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [63] Kalsbeek, 2004, Suprachiasmatic GABAergic inputs to the paraventricular nucleus control plasma glucose concentrations in the rat via sympathetic innervation of the liver, Journal of Neuroscience source
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- cites [66] Cailotto, 2005, The suprachiasmatic nucleus controls the daily variation of plasma glucose via the autonomic output to the liver: are the clock genes involved?, European Journal of Neuroscience source
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- Findingcitation
Anatomical tracing experiments revealed synaptic connections between the SCN and the liver via the autonomic nervous system.
“Interestingly, our anatomical tracing experiments revealed synaptic connections between the SCN and the liver, via the autonomic nervous system (ANS) [62,63].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [62] La Fleur, 2000, Polysynaptic neural pathways between the hypothalamus, including the suprachiasmatic nucleus, and the liver, Brain Research source
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- cites [63] Kalsbeek, 2004, Suprachiasmatic GABAergic inputs to the paraventricular nucleus control plasma glucose concentrations in the rat via sympathetic innervation of the liver, Journal of Neuroscience source
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- Findingcitation
In rats on a 6-meals-a-day feeding schedule, similar meals resulted in larger glucose and insulin responses when consumed during the dark period than during the light period.
“The first experiments with this scheduled feeding regimen in rats revealed a clear daily rhythm in meal-induced responses in glucose and insulin, i.e., similar meals resulted in larger glucose and insulin responses when consumed during the dark period than when consumed during the light period (Figure 2; [57]).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [57] Kalsbeek, 1998, Circadian control of insulin secretion is independent of the temporal distribution of feeding, Physiology and Behaviour source
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- Findingcitation
The daily rhythm in basal plasma glucose concentrations of 6-meals-a-day fed animals resembled the daily rhythm observed in ad libitum fed animals.
“In addition, the daily rhythm in basal plasma glucose concentrations of the 6-meals-a-day fed animals nicely resembled the daily rhythm – a daily rise at the time of awakening – observed in animals fed ad libitum”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [58] La Fleur, 1999, An SCN generated rhythm in basal glucose levels, Journal of Neuroendocrinology source
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- Premisecitation
CRY and PER proteins feedback and inhibit their own expression as well as the expression of other clock-controlled genes.
“CRY and PER proteins feedback and inhibit their own expression as well as the expression of other clock-controlled genes (CCGs) [3].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [3] Reppert, 2001, Molecular analysis of mammalian circadian rhythms, Annual Review of Physiology source
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- Premisecitation
The transcriptional output time of the molecular clock in the SCN is set to exactly 24-h by retinal light input.
“The transcriptional output time of the molecular clock in the SCN is set to exactly 24-h by retinal light input, the most important timing cue (Zeitgeber) to synchronize this central clock with the environment [4].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [4] Lucas, 2012, How rod, cone, and melanopsin photoreceptors come together to enlighten the mammalian circadian clock, Progress in Brain Research source
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- Premisecitation
Almost all cells in the body express the molecular machinery for the circadian clock.
“it emerged that (almost) all cells in the body express the molecular machinery for the circadian clock.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [5] Balsalobre, 1998, A serum shock induces circadian gene expression in mammalian tissue culture cells, Cell source
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- Premisecitation
The molecular mechanism governing circadian rhythmicity is based on interlocked transcriptional and post-translational negative feedback loops.
“A number of interlocked transcriptional and post-translational negative feedback loops are responsible for the generation and maintenance of circadian rhythms.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [3] Reppert, 2001, Molecular analysis of mammalian circadian rhythms, Annual Review of Physiology source
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- Premisecitation
The feeding/fasting cycle is the main Zeitgeber for synchronization of peripheral clocks.
“A few years later it became clear that the feeding/fasting cycle is the main Zeitgeber in terms of the synchronization of these so-called peripheral clocks [6].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [6] Damiola, 2000, Restricted feeding uncouples circadian oscillators in peripheral tissues from the central pacemaker in the suprachiasmatic nucleus, Genes & Development source
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- Premisecitation
Mice lacking either Cry1 or Cry2 are significantly impaired in restoring normal blood glucose following a glucose injection.
“Even mice lacking either Cry1 (cry1−/−) or Cry2 (cry2−/−) were significantly impaired in their ability to restore normal blood glucose following a glucose injection.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [26] Lamia, 2011, Cryptochromes mediate rhythmic repression of the glucocorticoid receptor, Nature source
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- Premisecitation
p75NTR knockout mice show increased insulin sensitivity.
“Indeed, p75NTR KO-mice show an increased insulin sensitivity [31].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [31] Baeza-Raja, 2012, p75 neurotrophin receptor regulates glucose homeostasis and insulin sensitivity, Proceedings of the National Academy of Sciences of the United States of America source
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- Premisecitation
In vivo NAD levels are subjected to daily variations, thereby giving rhythmic input to the genetic clock.
“Interestingly, in vivo NAD levels are subjected to daily variations, thereby giving rhythmic input to the genetic clock [44–46]”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [44] Merrow, 2001, Circadian clocks: running on redox, Cell source
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- cites [45] Rutter, 2001, Regulation of clock and NPAS2 DNA binding by the redox state of NAD cofactors, Science source
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- cites [46] Asher, 2011, Crosstalk between components of circadian and metabolic cycles in mammals, Cell Metabolism source
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- Premisecitation
Cry-deficient animals are normally responsive to insulin.
“In contrast, Cry-deficient animals were normally responsive to insulin [26].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [26] Lamia, 2011, Cryptochromes mediate rhythmic repression of the glucocorticoid receptor, Nature source
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- Premisecitation
Rev-erbα directly regulates the expression of multiple gluconeogenic enzymes in liver, including glucose-6-phosphatase and phosphoenolpyruvate.
“Rev-erbα directly regulates the expression of multiple gluconeogenic enzymes in liver, including glucose-6-phosphatase and phosphoenolpyruvate [27].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [27] Yin, 2007, Rev-erba, a heme sensor that coordinates metabolic and circadian pathways, Science source
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- Premisecitation
Activation of AMPK leads to altered circadian rhythms by destabilizing the negative limb of the circadian clock.
“Indeed, activation of adenosine monophosphate-activated protein kinase (AMPK), a sensor of low intracellular energy and nutrient state, leads to altered circadian rhythms by destabilizing the negative limb of the circadian clock [41,42].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [41] Um, 2007, Activation of 5′-AMP-activated kinase with diabetes drug metformin induces casein kinase Iepsilon (CKIepsilon)-dependent degradation of clock protein mPer2, Journal of Biological Chemistry source
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- cites [42] Lamia, 2009, AMPK regulates the circadian clock by cryptochrome phosphorylation and degradation, Science source
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- Premisecitation
Rev-erbα−/− mice seem to favor fatty acid oxidation at the expense of glycogen utilization.
“Rev-erbα−/− mice seem to favor fatty acid oxidation at the expense of glycogen utilization [29].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [29] Delezie, 2012, The nuclear receptor REV-ERBα is required for the daily balance of carbohydrate and lipid metabolism, FASEB Journal source
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- Premisecitation
In Clock mutant mice the circadian oscillation of hepatic glycogen content and of glycogen synthase 2 mRNA and protein expression is severely dampened.
“Indeed in Clock mutant mice the circadian oscillation of both the hepatic glycogen content and the circadian mRNA and protein expression of glycogen synthase 2 (a rate-limiting enzyme of glycogenesis in the liver) was severely dampened [19].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [19] Doi, 2010, CLOCK regulates circadian rhythms of hepatic glycogen synthesis through transcriptional activation of Gys2, Journal of Biological Chemistry source
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- Interpretationnone given
Adipocyte clock genes may have an indirect effect on glucose homeostasis by affecting the appetite regulatory centers in the hypothalamus, probably via changes in the daily rhythms of adipokine release or plasma free fatty acid concentrations.
“but may have a more indirect effect by affecting the appetite regulatory centers in the hypothalamus, probably via changes in the daily rhythms of adipokine release or plasma free fatty acid concentrations.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The insulin resistance in KO animals is probably secondary to the increased obesity instead of a direct effect of clock genes on insulin sensitivity.
“the insulin resistance is probably secondary to the increased obesity instead of a direct effect of clock genes on insulin sensitivity.”
Quote in the paperSubstantial claim- Rests on an assumption: Many KO animals are insulin sensitive at a young age.
- Interpretationcitation
The SCN has a direct influence on plasma glucose concentrations independent of the feeding rhythm.
“which clearly suggests a direct influence of the SCN on plasma glucose concentrations, independent of the feeding rhythm [58].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [58] La Fleur, 1999, An SCN generated rhythm in basal glucose levels, Journal of Neuroendocrinology source
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- Premisecitation
Epidemiological studies consistently show an increased risk for type 2 diabetes in shift workers.
“the strongest evidence linking circadian disruption and type 2 diabetes, comes from epidemiological studies consistently showing an increased risk for type 2 diabetes in shift workers [138–140].”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [138] Kroenke, 2007, Work characteristics and incidence of type 2 diabetes in women, American Journal of Epidemiology source
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- cites [139] Suwazono, 2009, Shiftwork and impaired glucose metabolism: a 14-year cohort study on 7104 male workers, Chronobiology International source
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- cites [140] Pan, 2011, Rotating night shift work and risk of type 2 diabetes: two prospective cohort studies in women, PLoS Medicine source
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- Premisecitation
Individuals with deficient or disrupted sleep exhibit an increased risk for type 2 diabetes.
“additional epidemiological studies showing that also individuals with deficient or disrupted sleep exhibit an increased risk for type 2 diabetes [141–143].”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [141] Meisinger, 2005, Sleep disturbance as a predictor of type 2 diabetes mellitus in men and women from the general population, Diabetologia source
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- cites [142] Gangwisch, 2007, Sleep duration as a risk factor for diabetes incidence in a large U.S. sample, Sleep source
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- cites [143] Beihl, 2009, Sleep duration as a risk factor for incident type 2 diabetes in a multiethnic cohort, Annals of Epidemiology source
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- Premisecitation
Disruption of the circadian clock, because of shift-work or bad sleeping habits, can cause severe disturbances in endocrine rhythms.
“Disruption of the circadian clock, because of shift-work or bad sleeping habits, can cause severe disturbances in these rhythms [146].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [146] Scheer, 2009, Adverse metabolic and cardiovascular consequences of circadian misalignment, Proceedings of the National Academy of Sciences of the United States of America source
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- Interpretationnone given
The first evidence until now supports a role for pancreatic clock genes in the development of type 2 diabetes via their role in insulin release.
“The first evidence until now supports a role for pancreatic clock genes in the development of type 2 diabetes via their role in insulin release”
Quote in the paperSubstantial claim - Interpretationreasoning
The resulting hormonal dysfunctions may lead to metabolic diseases such as diabetes and obesity, partly via effects on glucose homeostasis.
“The resulting hormonal dysfunctions may lead to metabolic diseases such as diabetes and obesity, partly via effects on glucose homeostasis.”
Quote in the paperSubstantial claim - Premisecitation
SCN-lesioned rats do not have a rhythm in food intake.
“SCN-lesioned rats, however, do not have a rhythm in food intake either [55].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [55] Van Den Pol, 1979, A fine-grained anatomical analysis of the role of the rat suprachiasmatic nucleus in circadian rhythms of feeding and drinking, Brain Research source
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- Interpretationreasoning
A differential shift of metabolically important organs such as liver and muscle might have profound effects on glucose metabolism.
“Clearly a differential shift of metabolically important organs such as liver and muscle might also have profound effects on glucose metabolism [151].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [151] Reznick, 2013, Altered feeding differentially regulates circadian rhythms and energy metabolism in liver and muscle of rats, Biochimica et Biophysica Acta source
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- Interpretationreasoning
The first results from tissue-specific KO animals indicate that the complete picture may be even more complex than initially thought.
“These first results from the tissue-specific KO animals indicate that the complete picture may be even more complex than initially thought”
Quote in the paperSubstantial claim - Interpretationnone given
Adipocyte clock genes do not seem to affect glucose homeostasis directly.
“Adipocyte clock genes, on the other hand, do not seem to affect glucose homeostasis directly”
Quote in the paperSubstantial claim - Premisecitation
Restricted feeding during the daytime will induce the glucose and insulin peak to shift to the daytime.
“as restricted feeding during the daytime will induce the glucose and insulin peak to shift to the daytime [56].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [56] Escobar, 1998, Persistence of metabolic rhythmicity during fasting and its entrainment by restricted feeding schedules in rats, American Journal of Physiology
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- Premisecitation
SCN lesions abolish the daily rhythms in plasma concentrations of glucose and insulin.
“Nagai and Nakagawa, who showed that SCN lesions abolished the daily rhythms in plasma concentrations of glucose and insulin [53]”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [53] Yamamoto, 1987, Role of the SCN in daily rhythms of plasma glucose, FFA, insulin and glucagon, Chronobiology International source
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- Interpretationreasoning
The increase in plasma glucose concentrations before the onset of activity is due to increased glucose production and not the result of decreased glucose utilization.
“Consequently, the increase in plasma glucose concentrations before the onset of activity is due to increased glucose production and not the result of a decreased glucose utilization.”
Quote in the paperSubstantial claim - Interpretationnone given
For muscle clock genes, no clear effects on glucose metabolism have been shown so far.
“For the muscle clock genes no clear effects on glucose metabolism have been shown so far.”
Quote in the paperNot a substantial claim - Interpretationnone given
The first evidence until now supports a role for liver clock genes in the control of glucose tolerance through their effect on hepatic gluconeogenesis.
“and for liver clock genes in the control of glucose tolerance through their effect on hepatic gluconeogenesis.”
Quote in the paperSubstantial claim - Premisecitation
Laboratory studies examining the impact of circadian and/or sleep disruption on glucose homeostasis under controlled conditions support the epidemiological findings linking circadian/sleep disruption to type 2 diabetes.
“a number of laboratory studies examining the impact of circadian and/or sleep disruption on glucose homeostasis under controlled conditions, support the above mentioned epidemiological findings [144–147].”
Quote in the paperNot a substantial claim0 of 4 sources checked- cites [144] Spiegel, 1999, Impact of sleep debt on metabolic and endocrine function, Lancet source
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- cites [145] Buxton, 2010, Sleep restriction for 1 week reduces insulin sensitivity in healthy men, Diabetes source
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- cites [146] Scheer, 2009, Adverse metabolic and cardiovascular consequences of circadian misalignment, Proceedings of the National Academy of Sciences of the United States of America source
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- cites [147] Donga, 2010, A single night of partial sleep deprivation induces insulin resistance in multiple metabolic pathways in healthy subjects, Journal of Clinical Endocrinology & Metabolism source
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- Premisecitation
Not all organs and tissues adapt to a new feeding time with the same speed and magnitude as the liver.
“However, not all organs and tissues adapt to a new feeding time with the same speed and magnitude as the liver [148–150].”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [148] Davidson, 2009, Visualizing jet lag in the mouse suprachiasmatic nucleus and peripheral circadian timing system, European Journal of Neuroscience source
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- cites [149] Salgado-Delgado, 2008, Internal desynchronization in a model of night-work by forced activity in rats, Neuroscience source
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- cites [150] Stokkan, 2001, Entrainment of the circadian clock in the liver by feeding, Science source
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- Interpretationreasoning
In whole body KO models, some effects of the loss of clock gene function may have been masked by opposing effects in different tissues.
“as in the whole body KO models some effects of the loss of clock gene function may have been masked by opposing effects in different tissues.”
Quote in the paperSubstantial claim
- May combine two claims. 27
- The quote only partly states this claim. 1
- Classified as probably not a substantial claim. 1
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FindingcitationGlucose uptake showed a clear 24-h rhythm, with the highest uptake at the end of the light period.
“Glucose uptake did indeed show a clear 24-h rhythm, but, surprisingly, with the highest uptake at the end of the light period (Figure 2; [60]).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [60] La Fleur, 2001, A daily rhythm in glucose tolerance. A role for the suprachiasmatic nucleus, Diabetes source
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PremisecitationLiver glycogen content undergoes large daily fluctuations to sustain blood glucose levels, with glycogen synthesis and degradation recruited during activity/feeding and resting/starvation periods respectively.
“In this process liver glycogen content undergoes large daily fluctuations to sustain blood glucose levels, as glycogen synthesis and degradation are specifically recruited during the activity/feeding and resting/starvation periods, respectively [9,10].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [9] Peret, 1973, Schedule of protein ingestion, nitrogen and energy utilization and circadian rhythm of hepatic glycogen, plasma corticosterone and insulin in rats, Journal of Nutrition source
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- cites [10] Armstrong, 1980, A chronometric approach to the study of feeding behavior, Neuroscience and Biobehavioural Reviews source
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PremisecitationCLOCK and BMAL1 are transcription factors that act as positive regulators of circadian gene expression and activate expression of the negative regulators CRY and PER families.
“CLOCK and BMAL1 are transcription factors that act as positive regulators of circadian gene expression and activate the expression of the negative regulators of circadian gene expression: cryptochrome (CRY1 and CRY2) and period (PER1, PER2, PER3) families.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [3] Reppert, 2001, Molecular analysis of mammalian circadian rhythms, Annual Review of Physiology source
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PremisecitationDuring the activity/feeding period blood glucose is mainly of dietary origin, whereas during resting/starvation glucose is recruited from endogenous glucose production in the liver.
“whereas during the activity/feeding period blood glucose is mainly of dietary origin, during the resting/starvation period glucose is progressively recruited from endogenous glucose production in the liver to maintain blood glucose levels within a relatively narrow range.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [9] Peret, 1973, Schedule of protein ingestion, nitrogen and energy utilization and circadian rhythm of hepatic glycogen, plasma corticosterone and insulin in rats, Journal of Nutrition source
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- cites [10] Armstrong, 1980, A chronometric approach to the study of feeding behavior, Neuroscience and Biobehavioural Reviews source
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May combine two claims.
PremisecitationRhythmic feeding is both necessary and sufficient to drive the circadian expression of liver genes.
“Indeed, it was shown that rhythmic feeding is both necessary and sufficient to drive the circadian expression of liver genes [7,8]”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [7] Hara, 2001, Restricted feeding entrains liver clock without participation of the suprachiasmatic nucleus, Genes to Cells source
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- cites [8] Kornmann, 2007, System-driven and oscillator-dependent circadian transcription in mice with a conditionally active liver clock, PLoS Biology source
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PremisecitationSIRT is expressed rhythmically and interacts with CLOCK:BMAL1 heterodimers, leading to rhythmic deacetylation of CLOCK:BMAL1, histone H3, and PER2.
“SIRT is expressed rhythmically and interacts with CLOCK:BMAL1 heterodimers, leading to rhythmic deacetylation of CLOCK:BMAL1, histone H3, and PER2 [47].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [47] Asher, 2008, SIRT1 regulates circadian clock gene expression through PER2 deacetylation, Cell source
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PremisecitationID2 knockout mice show increased glucose tolerance and insulin sensitivity.
“LD2 KO mice not only show increased light-induced phase-shifts [33], but also increased glucose tolerance and insulin sensitivity [34].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [33] Duffield, 2009, A role for Id2 in regulating photic entrainment of the mammalian circadian system, Current Biology source
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- cites [34] Mathew, 2013, Ablation of the ID2 gene results in altered circadian feeding behavior, and sex-specific enhancement of insulin sensitivity and elevated glucose uptake in skeletal muscle and brown adipose tissue, PLoS One source
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PremisecitationDespite being hypophagic on a high-fat diet, Cry double knockout animals become obese rapidly, probably because of increased insulin release and lipid storage.
“Despite being hypophagic on the high-fat diet the dKO animals become obese rapidly, probably because of an increased insulin release and lipid storage [28].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28] Barclay, 2013, High-fat diet-induced hyperinsulinemia and tissue-specific insulin resistance in Cry-deficient mice, American Journal of Physiology – Endocrinology and Metabolism source
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May combine two claims.
PremisecitationPer2 mutant mice show a reduction in fat pad mass and plasma lipid levels.
“as well as a reduction in fat pad mass and plasma lipid levels [23].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [23] Grimaldi, 2010, PER2 controls lipid metabolism by direct regulation of PPARgamma, Cell Metabolism source
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PremisecitationPer2 null mice exhibit no glucocorticoid oscillations, indicating that PER2 may impact glucocorticoid receptor-dependent glucose metabolism.
“Per2 null mice exhibit no glucocorticoid oscillations, indicating that PER2 may also impact glucocorticoid receptor (GR)-dependent glucose metabolism [24,25].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [24] So, 2009, Glucocorticoid regulation of the circadian clock modulates glucose homeostasis, Proceedings of the National Academy of Sciences of the United States of America source
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- cites [25] Yang, 2009, The role of mPer2 clock gene in glucocorticoid and feeding rhythms, Endocrinology source
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PremisecitationWhen subjected to daytime feeding, the liver of Parp-1 knockout mice shows a significantly delayed phase inversion of clock gene expression compared with wild type, suggesting PARP-1 activity is implicated in phase entrainment of peripheral oscillators.
“When subjected to daytime feeding the liver of Parp-1 KO mice showed a significantly delayed phase inversion of clock gene expression, when compared with wild type mice, suggesting that PARP-1 activity is indeed implicated in the phase entrainment of peripheral oscillators [48].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [48] Asher, 2010, Poly(ADP-ribose) polymerase 1 participates in the phase entrainment of circadian clocks to feeding, Cell source
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PremisecitationPer2 mutant mice show reduced fasting glycemia, loss of rhythmic glycogen accumulation in the liver, elevated plasma insulin levels and impaired gluconeogenesis.
“Per2 mutant mice show reduced fasting glycemia, a loss of rhythmic glycogen accumulation in the liver, elevated plasma insulin levels and impaired gluconeogenesis [20–22]”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [20] Schmutz, 2010, The mammalian clock component PERIOD2 coordinates circadian output by interaction with nuclear receptors, Genes & Development source
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- cites [21] Zani, 2013, PER2 promotes glucose storage to liver glycogen during feeding and acute fasting by inducing Gys2 PTG and G L expression, Molecular Metabolism source
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- cites [22] Zhao, 2012, Loss of mPer2 increases plasma insulin levels by enhanced glucose-stimulated insulin secretion and impaired insulin clearance in mice, FEBS Letters source
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May combine two claims.
PremisecitationClock mutant mice described by Turek et al. show severely disturbed daily feeding rhythms, hyperphagia, obesity, hyperleptinemia, hyperlipidemia, hyperglycemia and hypoinsulinemia.
“Turek et al. [12] described a pronounced metabolic phenotype in Clock mutant mice. Not only did these animals show severely disturbed daily feeding rhythms, they were also hyperphagic, obese, hyperleptinemic, hyperlipidemic, hyperglycemic and hypoinsulinemic.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [12] Turek, 2005, Obesity and metabolic syndrome in circadian Clock mutant mice, Science source
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PremisecitationcAMP is not solely an output of the SCN, but an integral component of the SCN pacemaker, regulating transcriptional cycles.
“O'Neill et al. [43] showed that cAMP is not solely an output of the SCN, but an integral component of the SCN pacemaker, regulating transcriptional cycles.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [43] O'Neill, 2008, cAMP-dependent signaling as a core component of the mammalian circadian pacemaker, Science source
Not checked in the free run.
May combine two claims.
PremisecitationOther Clock mutant mouse models show different metabolic results, including lack of obesity or weight loss despite lipid imbalance, suggesting the importance of genetic background.
“However, different results have been reported in other Clock mutant mouse models as also lack of obesity or even weight loss, despite lipid imbalance, has been reported suggesting the importance of the genetic background when analyzing the metabolic effects of the Clock gene [13–16].”
Quote in the paperNot a substantial claim0 of 4 sources checked- cites [13] Oishi, 2006, Disrupted fat absorption attenuates obesity induced by a high-fat diet in Clock mutant mice, FEBS Letters source
Not checked in the free run.
- cites [14] Kudo, 2007, Attenuating effect of clock mutation on triglyceride contents in the ICR mouse liver under a high-fat diet, Journal of Biological Rhythms source
Not checked in the free run.
- cites [15] Kennaway, 2007, Metabolic homeostasis in mice with disrupted Clock gene expression in peripheral tissues, American Journal of Physiology
Not checked in the free run.
- cites [16] Rudic, 2004, BMAL1 and CLOCK, two essential components of the circadian clock, are involved in glucose homeostasis, PLoS Biology source
Not checked in the free run.
May combine two claims.
PremisecitationCry1−/−/Cry2−/− double knockout mice exhibit elevated blood glucose in response to acute feeding after an overnight fast and severely impaired glucose clearance in a glucose tolerance test.
“Cry1−/−/Cry2−/− (double KO) mice exhibit elevated blood glucose in response to acute feeding after an overnight fast and severely impaired glucose clearance in a glucose tolerance test.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [26] Lamia, 2011, Cryptochromes mediate rhythmic repression of the glucocorticoid receptor, Nature source
Not checked in the free run.
May combine two claims.
PremisecitationRev-erbα−/− mice display increased adiposity and mild hyperglycemia, but without insulin resistance.
“Indeed, Rev-erbα−/− mice displayed increased adiposity and mild hyperglycemia, but without insulin resistance.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [27] Yin, 2007, Rev-erba, a heme sensor that coordinates metabolic and circadian pathways, Science source
Not checked in the free run.
May combine two claims.
PremisecitationLoss of p75NTR alters the circadian oscillation of clock genes in the SCN, liver and fibroblasts, as well as glucose and lipid homeostasis genes.
“Loss of p75NTR alters the circadian oscillation of clock genes in the SCN, liver and fibroblasts, as well as glucose and lipid homeostasis genes [30].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [30] Baeza-Raja, 2013, p75 neurotrophin receptor is a clock gene that regulates oscillatory components of circadian and metabolic networks, Journal of Neuroscience source
Not checked in the free run.
May combine two claims.
PremisecitationWhole-body Bmal1 knockout mice show fasting hypoglycemia, reduced plasma insulin levels and increased adiposity.
“whole-body knockout (KO) mice of Bmal1 show fasting hypoglycemia, reduced plasma insulin levels, increased adiposity [16–18].”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [16] Rudic, 2004, BMAL1 and CLOCK, two essential components of the circadian clock, are involved in glucose homeostasis, PLoS Biology source
Not checked in the free run.
- cites [17] Marcheva, 2010, Disruption of the clock components CLOCK and BMAL1 leads to hypoinsulinaemia and diabetes, Nature source
Not checked in the free run.
- cites [18] Kennaway, 2013, Global loss of bmal1 expression alters adipose tissue hormones, gene expression and glucose metabolism, PLoS One source
Not checked in the free run.
May combine two claims.
PremisecitationA high-fat diet may alter the function of the circadian clock, with an altered period of the locomotor activity rhythm and changes in the rhythms of core clock genes in adipose and liver tissue.
“Even a high-fat diet may alter the function of the circadian clock, with an altered period of the locomotor activity rhythm and changes in the rhythms of the core clock genes in adipose and liver tissue [35–40,49].”
Quote in the paperSubstantial claim0 of 7 sources checked- cites [35] Kohsaka, 2007, High-fat diet disrupts behavioral and molecular circadian rhythms in mice, Cell Metabolism source
Not checked in the free run.
- cites [36] Barnea, 2009, High-fat diet delays and fasting advances the circadian expression of adiponectin signaling components in mouse liver, Endocrinology source
Not checked in the free run.
- cites [37] Hsieh, 2010, Abnormal expressions of circadian-clock and circadian clock-controlled genes in the livers and kidneys of long-term, high-fat-diet-treated mice, International Journal of Obesity (London) source
Not checked in the free run.
- cites [38] Mendoza, 2008, High-fat feeding alters the clock synchronization to light, Journal of Physiology source
Not checked in the free run.
- cites [39] Pendergast, 2013, High-fat diet acutely affects circadian organisation and eating behavior, European Journal of Neuroscience source
Not checked in the free run.
- cites [40] Coomans, 2013, Detrimental effects of constant light exposure and high-fat diet on circadian energy metabolism and insulin sensitivity, FASEB Journal source
Not checked in the free run.
- cites [49] Coomans, 2013, The suprachiasmatic nucleus controls circadian energy metabolism and hepatic insulin sensitivity, Diabetes source
Not checked in the free run.
The quote only partly states this claim.
PremisecitationFDG-PET analysis revealed increased glucose uptake by skeletal muscle and brown adipose tissue in ID2 knockout mice.
“Fluorodeoxyglucose-positron emission tomography (FDG-PET) analysis revealed increased glucose uptake by skeletal muscle and brown adipose tissue in the LD2 KO mice [34].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [34] Mathew, 2013, Ablation of the ID2 gene results in altered circadian feeding behavior, and sex-specific enhancement of insulin sensitivity and elevated glucose uptake in skeletal muscle and brown adipose tissue, PLoS One source
Not checked in the free run.
May combine two claims.
InterpretationreasoningThe majority of null mutations in circadian clock components are associated with leanness, despite normophagia or hyperphagia, indicating that global clock gene disruption affects energy metabolism in a complex manner.
“In fact, the majority of null mutations in the circadian clock components are associated with leanness, despite normophagia or hyperphagia, indicating that global clock gene disruption affects energy metabolism in a complex manner.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisenone givenBoth Clock mutant and Bmal1 knockout mice exhibit delayed recovery from insulin-induced hypoglycemia, impaired glucose tolerance and blunted insulin sensitivity.
“Both Clock mutant and Bmal1 KO mice exhibit delayed recovery from insulin-induced hypoglycemia, impaired glucose tolerance and blunted insulin sensitivity.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataFeeding behavior and/or glucose concentrations are more important to set basal insulin and glucagon secretion than a direct SCN input.
“Clearly, feeding behavior and/or glucose concentrations are more important to set basal insulin and glucagon secretion than a direct SCN input.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationMuscle-specific Bmal1 KO animals showed reduced protein levels of GLUT4 and an impaired insulin-stimulated glucose uptake in their muscles.
“These animals showed reduced protein levels of GLUT4 and an impaired insulin-stimulated glucose uptake in their muscles.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [153] Dyar, 2014, Muscle insulin sensitivity and glucose metabolism are controlled by the intrinsic muscle clock, Molecular Metabolism source
Not checked in the free run.
May combine two claims.
InterpretationreasoningThe hyperglycemia observed in whole body KO animals may be due primarily to a reduced insulin release and not so much to insulin resistance.
“For instance, the hyperglycemia observed in the whole body KO animals may be due primarily to a reduced insulin release and not so much to insulin resistance.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationIn humans, before waking, glucose production and glucose concentrations are increased while at the same time glucose utilization is high.
“A similar situation occurs in humans; before waking, glucose production and glucose concentrations are increased while at the same time glucose utilization is high [61].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [61] Bolli, 1984, The “Dawn-Phenomenon” – a common occurrence in both non-insulin-dependent and insulin-dependent diabetes mellitus, New England Journal of Medicine source
Not checked in the free run.
May combine two claims.
PremisecitationElectrical stimulation of the SCN results in hyperglycaemia, an effect that can be prevented by blocking ANS activity with α and β-adrenergic blockers.
“They showed that electrical stimulation of the SCN resulted in hyperglycaemia, an effect that could be prevented by blocking ANS activity by means of (i.p.) administration of α and β-adrenergic blockers [64,65].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [64] Fujii, 1989, Involvement of adrenergic mechanism in hyperglycemia due to SCN stimulation, Hormone and Metabolic Research source
Not checked in the free run.
- cites [65] Nagai, 1988, Electrical stimulation of the suprachiasmatic nucleus of the hypothalamus causes hyperglycemia, Hormone and Metabolic Research source
Not checked in the free run.
The paper relies on this without support.
Disruption of biological rhythms, most profoundly with shift work, increases the risk of developing obesity and type 2 diabetes mellitus.
“It has been known for decades that a disruption of biological rhythms (which happens the most profoundly with shift work) increases the risk of developing obesity and T2DM.”
The paper relies on this without support.
Skeletal muscle is the major site for glucose uptake in the organism, taking up more than 80% of glucose after a meal.
“because skeletal muscle is the major site for glucose uptake in the organism, i.e., after a meal >80% of the glucose is taken up by muscle tissue.”
The paper relies on this without support.
Whole body circadian gene KO animal observations were key in raising awareness of the role of the circadian clock in glucose metabolism, but were unable to distinguish the contribution of separate tissues.
“The observations in whole body circadian gene KO animals were key in raising this awareness, but were unable to distinguish the contribution of separate tissues.”
The paper relies on this without support.
Many KO animals are insulin sensitive at a young age.
“many KO animals are insulin sensitive at a young age”
The paper relies on this without support.
Many rhythms in the liver show a rapid phase-shift when the timing of food availability is shifted, unlike the SCN.
“unlike the SCN many rhythms in the liver show a rapid phase-shift when the timing of food availability is shifted.”
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?
This rhythm is independent of food availability and depends on a functioning central clock.
“This rhythm is independent of food availability and depends on a functioning central clock 21, 76, 77.”
From The Circadian Syndrome: is the Metabolic Syndrome and much more! (2019) · cites this paper as [77]
Variants of circadian clock genes associated with chronotype and sleep homeostasis have been linked to glucose metabolism.
“More recently, variants of circadian clock genes associated with chronotype and sleep homeostasis have been linked to glucose metabolism (132), potentially pointing towards the existence of an underlying network between circadian clocks, chronotype, and glucose homeostasis.”
From Chronotype: Implications for Epidemiologic Studies on Chrono-Nutrition and Cardiometabolic Health (2019) · cites this paper as [132]
The activity of peripheral clocks is synchronized by the SCN and both regulate the daily rhythmicity of metabolisms.
“The activity of peripheral clocks is synchronized by the SCN and both of them regulate the daily rhythmicity of metabolisms [ 51 , 52 ].”
From Physiological Rhythms and Biological Variation of Biomolecules: The Road to Personalized Laboratory Medicine (2023) · cites this paper as [51]
Disruption of physiological rhythms has been analyzed in detail, but the same is not the case for biological variations.
“Disruption of physiological rhythms has been analyzed in detail [ 19 , 51 , 80 , 130 , 134 , 135 , 136 , 160 ] but the same situation is not the case for BVs.”
From Physiological Rhythms and Biological Variation of Biomolecules: The Road to Personalized Laboratory Medicine (2023) · cites this paper as [51]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Whole-body Bmal1 knockout has opposing reported effects on insulin sensitivity
MajorThe clock gene knock-out section says Bmal1 knockout mice have blunted insulin sensitivity, while the adipose tissue section says whole-body Bmal1 knockout increases insulin sensitivity. Neither statement qualifies the comparison by age or experimental condition.
“Both Clock mutant and Bmal1 KO mice exhibit delayed recovery from insulin-induced hypoglycemia, impaired glucose tolerance and blunted insulin sensitivity.”
“Thus whole body Bmal1 KO and liver-specific Bmal1 KO, but not adipocyte-specific Bmal1 KO, causes increased insulin sensitivity [16,97].”
ID2 knockout is called LD2 knockout
MinorThe text introduces the gene as ID2 and reference [34] describes ablation of ID2, but the corresponding knockout mice are called LD2 KO mice in the body text.
“LD2 KO mice not only show increased light-induced phase-shifts [33], but also increased glucose tolerance and insulin sensitivity [34].”
“Ablation of the ID2 gene results in altered circadian feeding behavior, and sex-specific enhancement of insulin sensitivity and elevated glucose uptake in skeletal muscle and brown adipose tissue”
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“After submission of our manuscript we became aware of a recent study in which glucose metabolism was studied in a muscle-specific Bmal1 KO [153].”
MethodWoldt, E., Sebti, Y., Solt, L. A., Duhem, C., Lancel, S., Eeckhoute, J., Hesselink, M. K. C., Paquet, C., Delhaye, S., Shin, Y., et al. (2013) · Nature Medicine · doi:10.1038/nm.3213 · Cited by 454 · see citing works
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“Per2 null mice exhibit no glucocorticoid oscillations, indicating that PER2 may also impact glucocorticoid receptor (GR)-dependent glucose metabolism [24,25].”
BackgroundHormonal regulation of hepatic glucose production in health and disease
Lin, H. V., & Accili, D. (2011) · Cell Metabolism · doi:10.1016/j.cmet.2011.06.003 · Cited by 429 · see citing works
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Bilateral lesions of the SCN abolish lipolytic and hyperphagic responses to 2DG.
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“Moreover, in addition to clock gene mutations clock gene expression and thereby energy metabolism may be disturbed in many other ways.”
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Circadian genes and insulin exocytosis
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Circadian rhythms in white adipose tissue
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Self-citationDIURNAL VARIATIONS IN INSULIN SECRETION AND K+ PERMEABILITY IN ISOLATED RAT ISLETS
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Circadian clocks and insulin resistance
Stenvers, D. J., Scheer, F. A. J. L., Schrauwen, P., la Fleur, S. E., & Kalsbeek, A. (2019) · Nature Reviews Endocrinology · doi:10.1038/s41574-018-0122-1 · Cited by 733 · see citing works
Self-citationThe Circadian Syndrome: is the Metabolic Syndrome and much more!
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Daily eating patterns and their impact on health and disease
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Chronotype: Implications for Epidemiologic Studies on Chrono-Nutrition and Cardiometabolic Health
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Skeletal muscle mitochondria as a target to prevent or treat type 2 diabetes mellitus
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Circadian rhythms in glucose and lipid metabolism in nocturnal and diurnal mammals
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Melatonin effects on glucose metabolism: time to unlock the controversy
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Chrononutrition in the management of diabetes
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Transcriptomic analyses reveal rhythmic and CLOCK-driven pathways in human skeletal muscle
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Gene-environment interactions of circadian-related genes for cardiometabolic traits
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Central Circadian Clock Regulates Energy Metabolism
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Dynamic modulation of glucose utilisation by glucocorticoid rhythms in health and disease
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- Authors
- Kalsbeek, A., la Fleur, S., & Fliers, E.
- Affiliations
- Netherlands Institute for Neuroscience (NL)
- Amsterdam UMC Location University of Amsterdam (NL)
- Corresponding author
- Kalsbeek, Andries
- Venue
- Molecular Metabolism
- Publisher
- Elsevier BV
- Published
- 2014-07
- Volume
- 3
- Issue
- 4
- Pages
- 372-383
- ISSN
- 2212-8778 (ISSN-L)
- PMC
- PMC4060304
- OpenAlex
- W2140968650
- Semantic Scholar
- 42607ad7a615a9c6d01bf6812457d7d6b37fcf9e
- Cited by
- 338
- References
- 156
- Citations by year
- 2026: 24 · 2025: 29 · 2024: 31 · 2023: 29 · 2022: 32 · 2021: 27 · 2020: 33 · 2019: 28 · 2018: 27 · 2017: 29 · 2016: 23 · 2015: 22 · 2014: 4
- FWCI
- 2.92
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Molecular Metabolism (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- KNAW Research Portal (The Royal Netherlands Academy of Arts and Sciences) (publishedVersion, other-oa)
- KNAW research portal (Royal Academy of Art and Sciences (KNAW)) (publishedVersion, other-oa)
- Data Archiving and Networked Services (DANS) (submittedVersion, cc-by-nc-nd)
- Data Archiving and Networked Services (DANS) (submittedVersion)
- Pure Amsterdam UMC (submittedVersion, cc-by-nc-nd)
- Funders
- NWO-ZonMw (TOP91207036)
- Topics
- Life Sciences › Neuroscience › Endocrine and Autonomic Systems › Circadian rhythm and melatonin
- Health Sciences › Medicine › Surgery › Pancreatic function and diabetes
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Metabolism, Diabetes, and Cancer
- Keywords
- circadian clock, glucose metabolism, glucose homeostasis, type 2 diabetes, obesity, insulin resistance, shift work, biological rhythms, beta-cell dysfunction, visceral fat
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.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-10.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-10.
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