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Objectives: This study aimed to develop sex determination and age estimation equations using the trabecular structure of the third cervical vertebra from head and neck computed tomography (CT) images by analyzing bone microarchitecture.
Methods: Trabecular bone structure was analyzed in a centrally located region of interest (ROI) within the third cervical vertebral body (C3) using CT scans from 132 Japanese adults (66 males and 66 females). Three primary measurements were taken: total vertebral volume (Tissue Volume, TV; mm), trabecular bone volume (Bone Volume, BV; mm), and trabecular bone surface area (Bone Surface, BS; mm). Bone volume fraction (BV/TV; %) was calculated as a bone density index. Additional parameters-bone surface-to-volume ratio (BS/TV; mm/mm), bone surface-to-bone volume ratio (BS/BV; mm/mm), trabecular thickness (Tb.Th; μm), and trabecular number (Tb.N; 1/mm)-were measured. Sex differences were evaluated, and a logistic regression model was developed for sex determination. Age estimation equations were created for the total sample and by sex.
Results: Males had larger TV, BV, and BS than females. The sex determination model achieved 80.0 % accuracy. BV/TV declined with age, especially in females, while TV showed an increasing trend in males. Age estimation was more accurate for females (mean absolute error [MAE]: 11.67 years) than that for males (MAE: 14.15 years). Sex-related differences reflect skeletal variation and suggest menopause-associated bone loss may explain female model performance.
Conclusions: C3 trabecular structure offers forensic potential for both sex and age prediction. The developed models may contribute to individual identification by providing biologically meaningful estimations.
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http://dx.doi.org/10.1016/j.job.2025.100685 | DOI Listing |
Mar Life Sci Technol
August 2025
Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101 China.
Unlabelled: Biological invasions represent one of the main anthropogenic drivers of global change with a substantial impact on biodiversity. Traditional studies predict invasion risk based on the correlation between species' distribution and environmental factors, with little attention to the potential contribution of physiological factors. In this study, we incorporated temperature-dependent sex determination (TSD) and sex-ratio data into species distribution models (SDMs) to assess the current and future suitable habitats for the world's worst invasive reptile species, the pond slider turtle ().
View Article and Find Full Text PDFBiochem Biophys Rep
December 2025
Guangdong Ecological Meteorological Centre, Guangzhou, 510640, China.
The protogynous orange-spotted grouper (), a sequentially hermaphroditic teleost, relies on dynamic regulation of germ cell development and sex reversal mechanisms to achieve reproductive plasticity. The gene family, pivotal for germ cell development and transposon silencing across metazoans, remains poorly characterized in hermaphroditic species. Here, we investigate , a homologue in the orange-spotted grouper (.
View Article and Find Full Text PDFBone Rep
September 2025
Department of Orthopaedic Surgery, Vanderbilt University Medical Center, 1215 21st Ave. S., Suite 4200, Nashville, TN 37232, USA.
This study applied Raman spectroscopy (RS) to ex vivo human cadaveric femoral mid-diaphysis cortical bone specimens ( = 118 donors; age range 21-101 years) to predict fracture toughness properties via machine learning (ML) models. Spectral features, together with demographic variables (age, sex) and structural parameters (cortical porosity, volumetric bone mineral density), were fed into support vector regression (SVR), extreme tree regression (ETR), extreme gradient boosting (XGB), and ensemble models to predict fracture-toughness metrics such as crack-initiation toughness (K) and energy-to-fracture (J-integral). Feature selection was based on Raman-derived mineral and organic matrix parameters, such as νPhosphate (PO)/CH-wag, νPO/Amide I, and others, to capture the complex composition of bone.
View Article and Find Full Text PDFIndividual belief in a rigid definition of gender underlies significant social costs, from the gender pay gap, violence and discrimination against transgender and gender diverse people, to global economic losses. These beliefs are often rooted in essentialist thinking that gender is distinct, non-overlapping, unchangeable, and biologically based. Gender is a multidimensional social concept, partly informed by perceptions of sex, which is a distinct concept referring to a collection of biological traits.
View Article and Find Full Text PDFPLoS Genet
September 2025
Department of Molecular and Cellular Biology, University of California Davis, Davis, California, United States of America.
The synaptonemal complex (SC) is a meiosis-specific structure that aligns homologous chromosomes and promotes the repair of meiotic DNA double-strand breaks (DSBs). To investigate how defects in SC formation affect gametogenesis in zebrafish, we analyzed mutations in two genes encoding core SC components: syce2 and sycp1. In syce2 mutants, chromosomes exhibit partial synapsis, primarily at sub-telomeric regions, whereas sycp1 mutant chromosomes display early prophase co-alignment but fail to synapse.
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