Bibliographic record
Abstract
Epidemiological studies have clearly established a bidirectional link between sleep apnea and hypertension: sleep apnea patients are more likely to develop hypertension compared to control individuals, and among hypertensive subjects, the proportion of patients with sleep apnea is exaggerated compared to the normotensive population [[1]Ahmad M. Makati D. Akbar S. Review of and updates on hypertension in obstructive sleep apnea.Int J Hypertens. 2017; 2017: 1848375Crossref PubMed Scopus (57) Google Scholar]. Animal research helped to understand this link and explored the underlying mechanisms. Exposures to intermittent hypoxia (IH) in a laboratory setting conveniently reproduce the cycles of arterial oxygen desaturation/re-oxygenation, and rapidly (within a few days of exposure) induces arterial hypertension in rodent models [[2]Fletcher E.C. Invited review: Physiological consequences of intermittent hypoxia: Systemic blood pressure.J Appl Physiol (1985). 2001; 90: 1600-1605Crossref PubMed Scopus (331) Google Scholar]. Furthermore, the development of arterial hypertension is critically dependent from activation of arterial chemoreceptors (that are localized in the carotid bodies - CB) as demonstrated following CB denervation. Later experiments went into deeper details, providing functional and molecular insights. IH enhances the tonic activity of CB, and increases the response evoked by abrupt hypoxic exposure [[3]Peng Y.J. Overholt J.L. Kline D. Kumar G.K. Prabhakar N.R. Induction of sensory long-term facilitation in the carotid body by intermittent hypoxia: Implications for recurrent apneas.Proc Natl Acad Sci U S A. 2003; 100: 10073-10078Crossref PubMed Scopus (379) Google Scholar]. This elevation of CB activity enhances the activity of the sympathetic nervous system, leading to altered vascular functions, a key element for the development of hypertension. In the animal models, the elevated CB activity also increases the hypoxic ventilatory response, and contributes to more instabilities of the respiratory control system, as shown by higher frequency of sigh and apneas during sleep [[4]Laouafa S. Ribon-Demars A. Marcouiller F. et al.Estradiol protects against cardiorespiratory dysfunctions and oxidative stress in intermittent hypoxia.Sleep. 2017; 40Crossref PubMed Scopus (49) Google Scholar]. This model is pretty smart, and data gathered by physiologists nicely fit with the clinical feature encountered in sleep apnea patients, providing the elements to explain the links between sleep apnea and arterial hypertension patients. Then came the microbiota, and the gut is calling for a parallel story. Gut bacteria exchange nutrients and metabolites with their host and provide the enzymatic machinery to breakdown complex dietary fibers and carbohydrates in reactions that synthesize short chain fatty acids (such as butyrate, propionate and acetate) or lactate. These products have potent physiological influences on the host's physiology [[5]Lau K. Srivatsav V. Rizwan A. et al.Bridging the gap between gut microbial dysbiosis and cardiovascular diseases.Nutrients. 2017; 9Crossref PubMed Scopus (93) Google Scholar]. In spontaneous hypertensive rats, or in angiotensin II-induced hypertension, the populations of gut bacteria have a determinant role. In these models, the hypertensive animals demonstrate reduced microbial species richness, and increased ratio of Firmicutes/Bacteroidetes (F:B) - populations that account for the majority of gut bacteria [[6]Pevsner-Fischer M. Blacher E. Tatirovsky E. Ben-Dov I.Z. Elinav E. The gut microbiome and hypertension.Curr Opin Nephrol Hypertens. 2017; 26: 1-8Crossref PubMed Scopus (60) Google Scholar]. Oxygen levels are important determinants of the gut microbiota composition, and cumulative evidences indicate that following exposure to intermittent hypoxia the gut microbiota is altered, also with an increased F:B ratio [[7]Moreno-Indias I. Torres M. Montserrat J.M. et al.Intermittent hypoxia alters gut microbiota diversity in a mouse model of sleep apnoea.Eur Respir J. 2015; 45: 1055-1065Crossref PubMed Scopus (161) Google Scholar]. More impressively, transplantation of fecal content from hypertensive rats to naïve rats leads to the development of hypertension, this also occurs following fecal transplantation from hypertensive human donors to germ-free mice [[8]Yang T. Santisteban M.M. Rodriguez V. et al.Gut dysbiosis is linked to hypertension.Hypertension. 2015; 65: 1331-1340Crossref PubMed Scopus (828) Google Scholar]. In Long-Evans rats, IH and high fat diet are necessary to induce hypertension, this also coincides with alterations of the F:B ratio, with a parallel decrease of bacteria producing short chain fatty acids and increased of bacteria producing lactate. In this model, the hypertensive phenotype can be replicated by fecal transplants of IH + fat-diet donors [[9]Durgan D.J. Ganesh B.P. Cope J.L. et al.Role of the gut microbiome in obstructive sleep apnea-induced hypertension.Hypertension. 2016; 67: 469-474Crossref PubMed Scopus (218) Google Scholar]. It is clear that these data have the potential to challenge the CB-centered view linking intermittent hypoxia and hypertension: we have some work to do to fit this new player in our old and comfortable storyline. The study of Lucking et al. [[10]Lucking et al.Chronic intermittent hypoxia disrupts cardiorespiratory homeostasis and gut microbiota composition in adult male guinea-pigs.EBioMedicine. 2018; https://doi.org/10.1016/j.ebiom.2018.11.010Summary Full Text Full Text PDF PubMed Scopus (49) Google Scholar] addresses this issue with an original approach calling to the rescue the guinea pigs, whose CB are mostly insensitive to hypoxia. This can be viewed as "negative control experiment" that avoids the common pitfalls encountered in other models in which the carotid bodies are inactivated by surgical denervation, a delicate procedure that can induce plasticity in the central nervous system and compensatory responses from accessory chemoreceptors. After exposure to IH for a few days the guinea pigs do not develop hypertension, have no signs of elevated CB responses to hypoxia or sympathetic activation, and the stability of the breathing pattern actually increases. However, the authors also report a tachycardia and signs of depressed baroreflex control. These data strengthen the hypothesis that there is an obligatory role played by the CB for the establishment of hypertension during IH exposure. In the absence of the CB activity, the gut microbiota responded to the IH exposure with an overall reduced fauna richness, as observed in the other models of hypertension. However, and in striking contrast with these previous models, the relative abundance of Firmicutes decreases while Bacteroidetes increase after IH exposure. It is striking that the absence of hypertension in this animal model coincides with a small decrease of the F:B ratio, while this ratio clearly increases after exposure to IH in animals with normal CB functions [[7]Moreno-Indias I. Torres M. Montserrat J.M. et al.Intermittent hypoxia alters gut microbiota diversity in a mouse model of sleep apnoea.Eur Respir J. 2015; 45: 1055-1065Crossref PubMed Scopus (161) Google Scholar], or in other models of hypertension [[6]Pevsner-Fischer M. Blacher E. Tatirovsky E. Ben-Dov I.Z. Elinav E. The gut microbiome and hypertension.Curr Opin Nephrol Hypertens. 2017; 26: 1-8Crossref PubMed Scopus (60) Google Scholar,[8]Yang T. Santisteban M.M. Rodriguez V. et al.Gut dysbiosis is linked to hypertension.Hypertension. 2015; 65: 1331-1340Crossref PubMed Scopus (828) Google Scholar]. The authors rightfully note that increased Bacteroidetes also accounts for decreased arterial blood pressure in hypertensive mice [[11]Marques F.Z. Nelson E. Chu P.Y. et al.High-fiber diet and acetate supplementation change the gut microbiota and prevent the development of hypertension and heart failure in hypertensive mice.Circulation. 2017; 135: 964-977Crossref PubMed Scopus (504) Google Scholar]. This study [[10]Lucking et al.Chronic intermittent hypoxia disrupts cardiorespiratory homeostasis and gut microbiota composition in adult male guinea-pigs.EBioMedicine. 2018; https://doi.org/10.1016/j.ebiom.2018.11.010Summary Full Text Full Text PDF PubMed Scopus (49) Google Scholar] strengthens the CB-centered view linking sleep apnea and hypertension, and in the same time suggests that gut microbiota is an essential element that respond to the CB/sympathetic system activation to induce hypertension. There is no doubt that this intriguing set of data establishes a new landmark in a rapidly evolving field, and if future studies confirm the CB > sympathetic system>microbiota>hypertension axis, new therapeutic avenues based on control of the microbiota populations could help reduce the burden of cardiovascular diseases in sleep apnea patients. Dr. Joseph reports grants from Canadian Institutes for Health Research, grants from Natural Sciences and Engineering Research Council of Canada, outside the submitted work. Chronic intermittent hypoxia disrupts cardiorespiratory homeostasis and gut microbiota composition in adult male guinea-pigsIncreased carotid body chemo-afferent signalling appears obligatory for the development of CIH-induced hypertension and elevated chemoreflex control of breathing commonly reported in mammals, with hypoxia-sensitive carotid bodies. However, we reveal that exposure to modest CIH alters gut microbiota richness and composition, brainstem neurochemistry, and autonomic control of heart rate, independent of carotid body sensitisation, suggesting modulation of breathing and autonomic homeostasis via the microbiota-gut-brainstem axis. Full-Text PDF Open Access
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".