{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,21]],"date-time":"2026-07-21T20:05:34Z","timestamp":1784664334451,"version":"3.55.0"},"reference-count":54,"publisher":"Oxford University Press (OUP)","issue":"1","license":[{"start":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T00:00:00Z","timestamp":1782950400000},"content-version":"vor","delay-in-days":182,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100004281","name":"National Science Centre","doi-asserted-by":"publisher","award":["2013\/11\/N\/NZ7\/00364"],"award-info":[{"award-number":["2013\/11\/N\/NZ7\/00364"]}],"id":[{"id":"10.13039\/501100004281","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004281","name":"National Science Centre","doi-asserted-by":"publisher","award":["NN404 273440"],"award-info":[{"award-number":["NN404 273440"]}],"id":[{"id":"10.13039\/501100004281","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Research Support Module, and Fundacja Student\u00f3w i Absolwent\u00f3w Uniwersytetu Jagiello\u0144skiego \u2018Bratniak\u2019"},{"DOI":"10.13039\/100009045","name":"Jagiellonian University Medical College","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100009045","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,1,7]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>The early-life environment has a significant influence on health in later life, including the risk of cardiometabolic diseases (CMDs). Several biomarkers have been proposed as putative indicators of early-life environmental quality, including facial fluctuating asymmetry (FA) and facial averageness (AVE). This study aimed to explore the association between facial FA and AVE with CMDs risk factors in women of post-reproductive age.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>The participants were 248 post-reproductive women (M\u2009=\u200961.6, SD\u2009=\u200910.70) from the Mogielica Human Ecology Study Site in Poland. Standardized facial photographs were taken, and FA and AVE were calculated using geometric morphometrics. Fasting blood samples were collected, and blood pressure was measured directly. Body composition was assessed via bioelectrical impedance analysis. CMDs risk factors included blood pressure, total cholesterol, high-density and low-density lipoproteins, triglycerides, and glucose levels. Additionally, the risk of metabolic syndrome was determined for each participant. Cardiovascular disease risk was also evaluated using the Systematic Coronary Risk Estimation scale (SCORE). FA and AVE were modelled separately against each CMDs risk factor using hierarchical linear and logistic models.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>No statistically significant associations were found between either FA or AVE and individual CMDs risk factors. Similarly, no relationships were observed between facial measurements and either SCORE or metabolic syndrome risk. Follow-up Bayesian analyses provided evidence that FA and AVE did not predict CMDs risk factors.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions and implications<\/jats:title>\n                    <jats:p>While facial asymmetry and averageness may influence perceptions of health, they are unlikely to serve as biomarkers of CMDs risk in older women.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1093\/emph\/eoag014","type":"journal-article","created":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T15:58:53Z","timestamp":1782921533000},"source":"Crossref","is-referenced-by-count":0,"title":["The evaluation of facial features as markers of cardiometabolic health in women of post-reproductive age"],"prefix":"10.1093","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2384-4092","authenticated-orcid":false,"given":"Weronika M","family":"Obrochta","sequence":"first","affiliation":[{"name":"Department of Environmental Health, Faculty of Health Sciences, Jagiellonian University Medical College , Krakow ,","place":["Poland"]},{"name":"Jagiellonian University Medical College, Doctoral School of Medical and Health Sciences , Krakow ,","place":["Poland"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Urszula M","family":"Marcinkowska","sequence":"additional","affiliation":[{"name":"Department of Environmental Health, Faculty of Health Sciences, Jagiellonian University Medical College , Krakow ,","place":["Poland"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Matthew E","family":"Ball","sequence":"additional","affiliation":[{"name":"School of Psychology, Faculty of Media, Science and Technology, Bournemouth University , Bournemouth ,","place":["UK"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rebecca S A","family":"Brittain","sequence":"additional","affiliation":[{"name":"Department of Environmental Health, Faculty of Health Sciences, Jagiellonian University Medical College , Krakow ,","place":["Poland"]},{"name":"Department of Anthropology, Yale University , New Haven, CT ,","place":["USA"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrzej","family":"Galbarczyk","sequence":"additional","affiliation":[{"name":"Department of Environmental Health, Faculty of Health Sciences, Jagiellonian University Medical College , Krakow ,","place":["Poland"]},{"name":"Department of Human Behavior, Ecology and Culture, Max Planck Institute for Evolutionary Anthropology , Leipzig ,","place":["Germany"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Magdalena","family":"Klimek","sequence":"additional","affiliation":[{"name":"Department of Environmental Health, Faculty of Health Sciences, Jagiellonian University Medical College , Krakow ,","place":["Poland"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7281-0286","authenticated-orcid":false,"given":"Ilona","family":"Nenko","sequence":"additional","affiliation":[{"name":"Department of Environmental Health, Faculty of Health Sciences, Jagiellonian University Medical College , Krakow ,","place":["Poland"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ian D","family":"Stephen","sequence":"additional","affiliation":[{"name":"School of Psychology, Faculty of Media, Science and Technology, Bournemouth University , Bournemouth ,","place":["UK"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sonja","family":"Windhager","sequence":"additional","affiliation":[{"name":"Department of Evolutionary Anthropology, University of Vienna , Vienna ,","place":["Austria"]},{"name":"Human Evolution and Archaeological Sciences, University of Vienna , Vienna ,","place":["Austria"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Grazyna","family":"Jasienska","sequence":"additional","affiliation":[{"name":"Department of Environmental Health, Faculty of Health Sciences, Jagiellonian University Medical College , Krakow ,","place":["Poland"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"286","published-online":{"date-parts":[[2026,7,2]]},"reference":[{"key":"2026072115264010700_ref1","doi-asserted-by":"publisher","first-page":"577","DOI":"10.1016\/S0140-6736(89)90710-1","article-title":"Weight in infancy and death from ischaemic heart disease","volume":"334","author":"Barker","year":"1989","journal-title":"Lancet"},{"key":"2026072115264010700_ref2","first-page":"37","volume-title":"Early Origins of Cardiometabolic Disease. 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