Meagan Wu, Lauren K Salinero, Ashley E Chang, Jonathan H Sussman, Benjamin B Massenburg, Zachary D Zapatero, Mariana O Almeida, Derek M Steinbacher, Jesse A Taylor, Jordan W Swanson, Scott P Bartlett
{"title":"男性与女性额骨和眶骨形态的定量分析。","authors":"Meagan Wu, Lauren K Salinero, Ashley E Chang, Jonathan H Sussman, Benjamin B Massenburg, Zachary D Zapatero, Mariana O Almeida, Derek M Steinbacher, Jesse A Taylor, Jordan W Swanson, Scott P Bartlett","doi":"10.1097/GOX.0000000000007068","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>As the field of facial feminization surgery expands, plastic surgeons have increasingly sought to better understand differences in skeletal morphology between men and women. This study investigated sex-based differences in the frontal bone and orbital regions by quantitatively describing morphological variability in an adult cisgender population.</p><p><strong>Methods: </strong>We reviewed healthy adults who underwent head computerized tomography imaging before orthognathic surgery. Standardized sets of 501 digital landmarks were used to capture surface morphometrics of the forehead, supraorbital ridges, and orbital rims. All landmarked crania were aligned using Generalized Procrustes Analysis. Principal component analysis evaluated the contribution of sex to the overall variance in coordinates. Using robust rank aggregation, a ranked list of important landmarks or \"features\" most predictive of sex was generated after integrating mean feature differences, linear discriminant analysis, and random forest importance scores.</p><p><strong>Results: </strong>A total of 154 patients were analyzed, including 70 (45%) men and 84 (55%) women imaged at 23.6 ± 7.7 and 26.0 ± 11.1 years of age, respectively. A list of 119 important features with significant aggregate rank scores (<i>P</i> < 0.05) demonstrated the greatest sex-based variability at the (1) upper forehead, (2) glabella and medial brow prominences, and (3) outer infraorbital rims, primarily in the posterior/anterior direction.</p><p><strong>Conclusions: </strong>We identified key anatomical regions of the upper facial third with the greatest sex-based variability. Our findings provide an objective framework upon which continued investigations of skeletal dimorphisms may be performed and provide preliminary data to help guide preoperative counseling and surgical planning for facial feminization surgery.</p>","PeriodicalId":20149,"journal":{"name":"Plastic and Reconstructive Surgery Global Open","volume":"13 9","pages":"e7068"},"PeriodicalIF":1.8000,"publicationDate":"2025-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12459598/pdf/","citationCount":"0","resultStr":"{\"title\":\"Quantitative Analysis of Male Versus Female Frontal Bone and Orbital Skeletal Morphology.\",\"authors\":\"Meagan Wu, Lauren K Salinero, Ashley E Chang, Jonathan H Sussman, Benjamin B Massenburg, Zachary D Zapatero, Mariana O Almeida, Derek M Steinbacher, Jesse A Taylor, Jordan W Swanson, Scott P Bartlett\",\"doi\":\"10.1097/GOX.0000000000007068\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>As the field of facial feminization surgery expands, plastic surgeons have increasingly sought to better understand differences in skeletal morphology between men and women. This study investigated sex-based differences in the frontal bone and orbital regions by quantitatively describing morphological variability in an adult cisgender population.</p><p><strong>Methods: </strong>We reviewed healthy adults who underwent head computerized tomography imaging before orthognathic surgery. Standardized sets of 501 digital landmarks were used to capture surface morphometrics of the forehead, supraorbital ridges, and orbital rims. All landmarked crania were aligned using Generalized Procrustes Analysis. Principal component analysis evaluated the contribution of sex to the overall variance in coordinates. Using robust rank aggregation, a ranked list of important landmarks or \\\"features\\\" most predictive of sex was generated after integrating mean feature differences, linear discriminant analysis, and random forest importance scores.</p><p><strong>Results: </strong>A total of 154 patients were analyzed, including 70 (45%) men and 84 (55%) women imaged at 23.6 ± 7.7 and 26.0 ± 11.1 years of age, respectively. A list of 119 important features with significant aggregate rank scores (<i>P</i> < 0.05) demonstrated the greatest sex-based variability at the (1) upper forehead, (2) glabella and medial brow prominences, and (3) outer infraorbital rims, primarily in the posterior/anterior direction.</p><p><strong>Conclusions: </strong>We identified key anatomical regions of the upper facial third with the greatest sex-based variability. Our findings provide an objective framework upon which continued investigations of skeletal dimorphisms may be performed and provide preliminary data to help guide preoperative counseling and surgical planning for facial feminization surgery.</p>\",\"PeriodicalId\":20149,\"journal\":{\"name\":\"Plastic and Reconstructive Surgery Global Open\",\"volume\":\"13 9\",\"pages\":\"e7068\"},\"PeriodicalIF\":1.8000,\"publicationDate\":\"2025-09-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12459598/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Plastic and Reconstructive Surgery Global Open\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1097/GOX.0000000000007068\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/9/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q3\",\"JCRName\":\"SURGERY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Plastic and Reconstructive Surgery Global Open","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1097/GOX.0000000000007068","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/9/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"SURGERY","Score":null,"Total":0}
Quantitative Analysis of Male Versus Female Frontal Bone and Orbital Skeletal Morphology.
Background: As the field of facial feminization surgery expands, plastic surgeons have increasingly sought to better understand differences in skeletal morphology between men and women. This study investigated sex-based differences in the frontal bone and orbital regions by quantitatively describing morphological variability in an adult cisgender population.
Methods: We reviewed healthy adults who underwent head computerized tomography imaging before orthognathic surgery. Standardized sets of 501 digital landmarks were used to capture surface morphometrics of the forehead, supraorbital ridges, and orbital rims. All landmarked crania were aligned using Generalized Procrustes Analysis. Principal component analysis evaluated the contribution of sex to the overall variance in coordinates. Using robust rank aggregation, a ranked list of important landmarks or "features" most predictive of sex was generated after integrating mean feature differences, linear discriminant analysis, and random forest importance scores.
Results: A total of 154 patients were analyzed, including 70 (45%) men and 84 (55%) women imaged at 23.6 ± 7.7 and 26.0 ± 11.1 years of age, respectively. A list of 119 important features with significant aggregate rank scores (P < 0.05) demonstrated the greatest sex-based variability at the (1) upper forehead, (2) glabella and medial brow prominences, and (3) outer infraorbital rims, primarily in the posterior/anterior direction.
Conclusions: We identified key anatomical regions of the upper facial third with the greatest sex-based variability. Our findings provide an objective framework upon which continued investigations of skeletal dimorphisms may be performed and provide preliminary data to help guide preoperative counseling and surgical planning for facial feminization surgery.
期刊介绍:
Plastic and Reconstructive Surgery—Global Open is an open access, peer reviewed, international journal focusing on global plastic and reconstructive surgery.Plastic and Reconstructive Surgery—Global Open publishes on all areas of plastic and reconstructive surgery, including basic science/experimental studies pertinent to the field and also clinical articles on such topics as: breast reconstruction, head and neck surgery, pediatric and craniofacial surgery, hand and microsurgery, wound healing, and cosmetic and aesthetic surgery. Clinical studies, experimental articles, ideas and innovations, and techniques and case reports are all welcome article types. Manuscript submission is open to all surgeons, researchers, and other health care providers world-wide who wish to communicate their research results on topics related to plastic and reconstructive surgery. Furthermore, Plastic and Reconstructive Surgery—Global Open, a complimentary journal to Plastic and Reconstructive Surgery, provides an open access venue for the publication of those research studies sponsored by private and public funding agencies that require open access publication of study results. Its mission is to disseminate high quality, peer reviewed research in plastic and reconstructive surgery to the widest possible global audience, through an open access platform. As an open access journal, Plastic and Reconstructive Surgery—Global Open offers its content for free to any viewer. Authors of articles retain their copyright to the materials published. Additionally, Plastic and Reconstructive Surgery—Global Open provides rapid review and publication of accepted papers.