ArticleAmerican journal of physical anthropology2019
Facial aging trajectories: A common shape pattern in male and female faces is disrupted after menopause.
Article in American journal of physical anthropology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 2 of them syntheses that pooled it.
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Who cites it
37 citing papers in PubMed, 2 syntheses or guidelines pooled it, 120 citations in OpenAlex.
- The effect of orthodontic treatment on smile attractiveness: a systematic review.Progress in orthodontics · 2023Pooled it
- Monophasic and Biphasic Hyaluronic Acid Fillers for Esthetic Correction of Nasolabial Folds: A Meta-Analysis of Randomized Controlled Trials.Aesthetic plastic surgery · 2022Pooled it
- The effects of a saffron extract (Affron®) on mood, sleep, self-esteem, and exploratory measures of physical appearance in women aged 50 to 70 years experiencing low mood and poor sleep: a randomised, double-blind, placebo-controlled trial.Frontiers in nutrition · 2026Trial
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- Age-related changes in the parotid gland: a computed tomography-based radiomics study.Quantitative imaging in medicine and surgery · 2026Article
- How Sex Shapes Facial Morphology in Adults: A 3D Geometric Morphometric Study.Diagnostics (Basel, Switzerland) · 2026Article
- Effect of tooth agenesis on facial soft tissue profile.Scientific reports · 2026Article
- Study on Age-Related Facial Fat Changes Using 3D MRI and a Novel Algorithm.Aesthetic surgery journal. Open forum · 2026Article
- Face2Bone explainable AI model predicts osteoporosis risk from facial images in proof of concept study.Scientific reports · 2025Observational
- The effect of emotional expression on age estimates is modulated by face age and participant age.BMC psychology · 2025Article
- Utility of 3D facial reconstruction for forensic identification: a focus on facial soft tissue thickness and customized techniques.Forensic science, medicine, and pathology · 2025Article
- From Calibrated Morphs to Facial Stimuli: The Beauty of a Statistically Informed Picture.American journal of human biology : the official journal of the Human Biology Council · 2025Article
- How Does the Mandible Age? Comprehensive Artificial Intelligence-Assisted Shape Analysis in the White Population.Plastic and reconstructive surgery. Global open · 2025Article
- Comparative analysis of lip morphology in Brazilian caucasian individuals between 20 and 50 years old using stereophotogrammetry.Oral and maxillofacial surgery · 2025Observational
- Periocular Aging Across Populations and Esthetic Considerations: A Narrative Review.Journal of clinical medicine · 2025Review
- Estimating Maxillary Sinus Volume Using Smartphone Camera.IEEE open journal of engineering in medicine and biology · 2025Article
- Sexual Dimorphism in the Musculoskeletal System: Sex Hormones and Beyond.Journal of the Endocrine Society · 2024Review
- Assessment of Extracellular Matrix Fibrous Elements in Male Dermal Aging: A Ten-Year Follow-Up Preliminary Case Study.Biology · 2024Article
- Coordinate-wise monotonic transformations enable privacy-preserving age estimation with 3D face point cloud.Science China. Life sciences · 2024Article
- Facial morphology analysis of Caucasian Brazilian adult women using stereophotogrammetry.Brazilian oral research · 2024Observational
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
Abstract
objectivesDespite variation in lifestyle and environment, first signs of human facial aging show between the ages of 20-30 years. It is a cumulative process of changes in the skin, soft tissue, and skeleton of the face. As quantifications of facial aging in living humans are still scarce, we set out to study age-related changes in three-dimensional facial shape using geometric morphometrics. MATERIALS AND
methodsWe collected surface scans of 88 human faces (aged 26-90 years) from the coastal town Split (Croatia) and neighboring islands. Based on a geometric morphometric analysis of 585 measurement points (landmarks and semilandmarks), we modeled sex-specific trajectories of average facial aging.
resultsAge-related facial shape change was similar in both sexes until around age 50, at which time the female aging trajectory turned sharply. The overall magnitude of facial shape change (aging rate) was higher in women than men, especially in early postmenopause. Aging was generally associated with a flatter face, sagged soft tissue ("broken" jawline), deeper nasolabial folds, smaller visible areas of the eyes, thinner lips, and longer nose and ears. In postmenopausal women, facial aging was best predicted by the years since last menstruation and mainly attributable to bone resorption in the mandible. DISCUSSION: With high spatial and temporal resolution, we were able to extract a shared facial aging pattern in women and men, and its divergence after menopause. This fully quantitative three-dimensional analysis of human facial aging may not only find applications in forensic and ancient human facial reconstructions, but shall include lifestyle and endocrinological measures, and also reach out to studies of social perception.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.