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Gomes RAMP, Catarino L, Santos AL. The Role of Fe, S, P, Ca, and Sr in Porous Skeletal Lesions: A Study on Non-adult Individuals Using pXRF. Biol Trace Elem Res 2025; 203:591-607. [PMID: 38691307 PMCID: PMC11750918 DOI: 10.1007/s12011-024-04187-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Accepted: 04/12/2024] [Indexed: 05/03/2024]
Abstract
Portable X-ray fluorescence is a new tool in the study of human bone. This research aims to investigate if variations in bone elemental concentrations are related with porous skeletal lesions (PSLs). One hundred well-preserved non-adult skeletons aged 0-11 years were selected from the archaeological site Convent of São Domingos, Lisbon (18th-19th century). Measuring a standard reference material and calculating the technical error of measurement assured elemental data reliability. Moreover, measuring soil samples excluded possible contamination of bones with elements from the soil, except for Pb. Additionally, the Ca/P ratio indicates maintenance of bone integrity. Cribra cranii, orbitalia, humeralis, and femoralis were recorded as present/absent, and the estimated intra-/inter-observer errors were low. The multivariate analysis found higher odds of having cribra orbitalia (OR = 1.76; CI = 0.97-3.20) and cribra femoralis (OR = 1.42; CI = 0.73-2.74) in individuals with lower Fe and higher S. Furthermore, higher levels of P, Ca, and Sr increased the odds of individuals developing cribra femoralis (OR = 2.30; CI = 1.23-4.29). Age also correlated with increased odds of exhibiting cribra orbitalia (OR = 1.86; CI = 0.94-3.68), cribra femoralis (OR = 6.97; CI = 2.78-17.45), and cribra humeralis (OR = 8.32; CI = 2.71-25.60). These findings suggest a shared etiology for these three cribras, contrasting with the higher Fe levels in individuals with cribra cranii. Lower Fe and higher S levels in individuals with cribra suggest a complex etiology, possibly involving conditions like megaloblastic or chronic disease anemia(s). Age-related elemental changes support the hypothesis that age influences cribra frequencies. This study highlights PSL complexity and opens new avenues for research.
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Affiliation(s)
- Ricardo A M P Gomes
- Research Centre for Anthropology and Health (CIAS), Department of Life Sciences, University of Coimbra, Rua Do Arco da Traição, 3000-056, Coimbra, Portugal.
- Carrera de Antropologia, University of Concepción, Barrio Universitário S/N, Concepción, Chile.
| | - Lidia Catarino
- Geosciences Center, Department of Earth Sciences, University of Coimbra, Rua Sílvio Lima - Pólo II, 3030-790, Coimbra, Portugal
| | - Ana Luisa Santos
- Research Centre for Anthropology and Health (CIAS), Department of Life Sciences, University of Coimbra, Rua Do Arco da Traição, 3000-056, Coimbra, Portugal
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2
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Nogueras López MDLN, Partido Navadijo M, Irurita Olivares J. Validation of age estimation methods through the scapula in a Mediterranean non-adult population. Int J Legal Med 2024; 138:1701-1712. [PMID: 38379062 DOI: 10.1007/s00414-024-03192-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 02/10/2024] [Indexed: 02/22/2024]
Abstract
Age estimation methods through the metric study of bones in non-adult individuals are a frequently used tool in Biological and Forensic Anthropology; however, few methodological validation studies are available, given the limited number of adequate samples for their study. In this context, the aim of this work is to test the effectiveness of the methods of Fazekas and Kósa (1978), Saunders et al. (1993), Rissech and Black (2007) and Cardoso et al. (2017), for age estimation through the measurements of the scapula, in the non-adult osteological collection of the Anthropology Laboratory of the University of Granada (Spain), one of the most representative identified non-adult collections internationally. For this purpose, nine different measurements of the scapula were taken from a total of 149 non-adult individuals, applying the regression formulae proposed by the different authors and verifying their accuracy. Results have shown the existence of significant differences between the real age and the estimated age in almost all the tested methods, with degrees of error that differ from those obtained in the original study populations. Based on the obtained results, it is recommended to use the method of Cardoso et al. in postnatal individuals, always adjusting the degrees of error with those obtained in this work.
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Affiliation(s)
- María de Las Nieves Nogueras López
- Laboratorio de Antropología, Dpto de Medicina Legal, Toxicología y Antropología Física, Universidad de Granada, Avda. de la Investigación, 11, 18006, Granada, Spain
| | - Manuel Partido Navadijo
- Laboratorio de Antropología, Dpto de Medicina Legal, Toxicología y Antropología Física, Universidad de Granada, Avda. de la Investigación, 11, 18006, Granada, Spain.
- Dpto. de Nutrición y Bromatología, Toxicología y Medicina Legal. Área de Medicina Legal y Forense, Universidad de Sevilla, Avda. Dr. Fedriani, S/N, 41009, Seville, Spain.
| | - Javier Irurita Olivares
- Laboratorio de Antropología, Dpto de Medicina Legal, Toxicología y Antropología Física, Universidad de Granada, Avda. de la Investigación, 11, 18006, Granada, Spain
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3
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Borja Miranda EA, Partido Navadijo M, Alemán Aguilera I, Irurita Olivares J. Age estimation in infant and prenatal individuals through the metric development of the pars petrosa and squamosal portion of the temporal bone. Int J Legal Med 2023; 137:1505-1514. [PMID: 37289276 DOI: 10.1007/s00414-023-03030-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 05/22/2023] [Indexed: 06/09/2023]
Abstract
This study proposes an assessment of the accuracy of the Fazekas and Kósa and Nagaoka methods by measuring the squamosal and petrous portions of the temporal bone, whose application in the Mediterranean population is not recommended. Therefore, our proposal is a new formula to estimate the age of skeletal remains from individuals at 5 months gestational age to 1.5 postnatal years with the temporal bone. The proposed equation was calculated on a Mediterranean sample identified from the cemetery of San José, Granada (n = 109). The mathematical model used is the exponential regression of the estimated age for each measure and sex, and both in combination, using an inverse calibration and cross-validation model. In addition, the estimation errors and the percentage of individuals within a 95% confidence interval were calculated. The lateral development of the skull, especially the growth of the length of the petrous portion, showed the greatest accuracy, while its counterpart, the width of the pars petrosa, showed the lowest accuracy, so its use is discouraged. The positive results from this paper should be useful in both forensic and bioarchaeological contexts.
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Affiliation(s)
- Erik A Borja Miranda
- Laboratory of Anthropology, Department of Legal Medicine, Toxicology and Physical Anthropology, University of Granada, Avda. de la Investigación, 11, 18006, Granada, Spain.
| | - Manuel Partido Navadijo
- Laboratory of Anthropology, Department of Legal Medicine, Toxicology and Physical Anthropology, University of Granada, Avda. de la Investigación, 11, 18006, Granada, Spain
| | - Inmaculada Alemán Aguilera
- Laboratory of Anthropology, Department of Legal Medicine, Toxicology and Physical Anthropology, University of Granada, Avda. de la Investigación, 11, 18006, Granada, Spain
| | - Javier Irurita Olivares
- Laboratory of Anthropology, Department of Legal Medicine, Toxicology and Physical Anthropology, University of Granada, Avda. de la Investigación, 11, 18006, Granada, Spain
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4
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Niel M, Adalian P. New models to estimate fetal and young infant age with the pars basilaris biometry. Forensic Sci Int 2023; 342:111531. [PMID: 36455452 DOI: 10.1016/j.forsciint.2022.111531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2022] [Revised: 11/13/2022] [Accepted: 11/22/2022] [Indexed: 11/27/2022]
Abstract
The pars basilaris of the occipital bone is often found intact when fetal or infant bones are discovered. In the literature, several methods use measurements of this bone for juvenile's age-at-death estimation, but it has already been demonstrated that they can come along methodological and statistical biases. In this study, new age prediction formulas were created from a learning sample of 208 CT scans of fetuses and infants from Marseilles (France) with normal development. The two statistically validated models, with a prediction interval of 95 % of reliability, were tested on a separate sample of 68 individuals, for which we ensured that they did not show any developmental pathology. Models show an average of 97.06 % of correct age estimates, compared to less than 26.6 % when using previously published which tend to overestimate age. The new age estimation formulas make it possible to estimate fetuses and infants age with very good results up to 2 postnatal months. Results are both reliable and precise enough for forensic practice, and we provide an automated tool (a simple excel spreadsheet) to ensure an easy and quick access to the application of this method.
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Affiliation(s)
- Mélissa Niel
- Aix Marseille Univ, CNRS, EFS, ADES, Marseille, France.
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Zdilla MJ, Pancake JP, Russell ML, Koons AW. Ontogeny of the human fetal, neonatal, and infantile basioccipital bone: Traditional and extended eigenshape geometric morphometric analysis. Anat Rec (Hoboken) 2022; 305:3230-3242. [PMID: 34825511 PMCID: PMC9130339 DOI: 10.1002/ar.24838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 11/07/2021] [Accepted: 11/08/2021] [Indexed: 11/12/2022]
Abstract
The basioccipital bone is an essential developmental component to the occipital bone, occipital condyles, foramen magnum, clivus, and cranial base. The basioccipital bone joins each exoccipital bone with a basiexoccipital synchondrosis and the basisphenoid/sphenoid bone with a spheno-occipital synchondrosis. The basioccipital is found intermediate to the petrous temporal bones and forms the bilateral petrooccipital/petroclival fissures otherwise known as the petrooccipital complex. Thus, the basioccipital bone is a central component to the developing cranial base. Despite the importance of basioccipital development in cranial ontogeny, there has been limited study of basioccipital ontogeny. This study assessed 98 disarticulated human basioccipital bones from a perinatal population ranging in age-at-death from 5-months intrauterine to 5-months post-natal development. Size and shape of basioccipital bones were assessed with traditional and extended eigenshape geometric morphometric analysis. The results of this study demonstrate that the basioccipital bone grows in width at a faster rate than it grows in length. The maximum basioccipital width surpassed the midsagittal length at approximately 7-months intrauterine development. Canonical variate analysis revealed statistically significant shape change occurring from a relatively narrow/elongate (anterior-to-posterior) basiocciput shape with mild concavity at the foramen magnum in the fifth and sixth intrauterine months to a relatively broad/stout basiocciput shape with more pronounced concavity in the postnatal months. Likewise, growth rate in total length was greater than midsagittal length, demonstrating enlargement of concavity in the anterior foramen magnum over time. This report provides insight into cranial development and aids in estimating age-at-death among fetuses and infants.
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Affiliation(s)
- Matthew J. Zdilla
- Department of Pathology, Anatomy, and Laboratory Medicine (PALM), West Virginia University School of Medicine, Morgantown, WV, USA
- Department of Biological Sciences, West Liberty University, West Liberty, WV, USA
- Department of Graduate Health Sciences, West Liberty University, West Liberty, WV, USA
| | - Jacob P. Pancake
- Department of Biological Sciences, West Liberty University, West Liberty, WV, USA
- West Virginia University School of Dentistry, Morgantown, WV, USA
| | - Michelle L. Russell
- Department of Biological Sciences, West Liberty University, West Liberty, WV, USA
- West Virginia School of Osteopathic Medicine, Lewisburg, WV, USA
| | - Aaron W. Koons
- Department of Biological Sciences, West Liberty University, West Liberty, WV, USA
- The Ohio State University College of Optometry, Columbus, OH, USA
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Age estimation in infant skeletal remains by measurements of the pars lateralis. Int J Legal Med 2022; 136:1675-1684. [PMID: 35857123 DOI: 10.1007/s00414-022-02867-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 07/11/2022] [Indexed: 10/17/2022]
Abstract
The objectives of this work were to validate two published methods for subadult age estimation based on measurements of the pars lateralis, and to develop a new method based on a wider set of measurements using the Granada Osteological Collection. The pars lateralis of 127 individuals from 6 months prenatal to 4 years of age were measured, taking 6 measurements of the body, the anterior synchondrosis and the condyle. Length and width were used to validate the published methods. Regression functions using age as the independent variable were calculated using each of the six measurements taken, and functions for age estimation were obtained through classical calibration. Functions for calculation of the 95% confidence interval of the estimates were obtained through linear regression using the estimation errors. In the validation of the previous methods, one method showed a linear tendency of the differences, which can be attributed to a circularity in reasoning in the original work. In the other method, a tendency towards overestimation was found, which can be attributed to the limitations of the method itself. The new functions have a consistency rate of 92.2% to 97.1%; the functions derived from all measurements are useful from 6 months prenatal to 2 years of age. Moreover, the functions obtained are applicable to incomplete pars lateralis, allowing for age estimation in a wide set of contexts and providing straightforward age estimates with their respective margin of error.
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Niel M, Chaumoître K, Adalian P. Age-at-Death Estimation of Fetuses and Infants in Forensic Anthropology: A New "Coupling" Method to Detect Biases Due to Altered Growth Trajectories. BIOLOGY 2022; 11:biology11020200. [PMID: 35205067 PMCID: PMC8868630 DOI: 10.3390/biology11020200] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 01/22/2022] [Accepted: 01/25/2022] [Indexed: 01/27/2023]
Abstract
Simple Summary In forensic anthropology, estimating the age-at-death of young juvenile skeletons is crucial as a direct determinant of legal issues in many countries. Most methods published for this purpose are based on either maturation or growth processes (two essential components of development) and focus on “normal” (i.e., nonpathological) growth. However, when the osseous remains available for study are from an individual that experienced an altered growth process, age estimation may be biased, and accounting for this would be helpful for potentially avoiding inaccuracies in estimation. In this research, we developed a method based on the combined evaluation of both maturation and growth. Maturation is evaluated by the conformation of the pars basilaris, a bone at the skull base that provides an indirect estimate of brain maturation, while growth is assessed using femoral biometry. The method was tested on two medical validation samples of normal and pathological individuals. The results show that it was possible to identify “uncoupling” between maturation and growth in 22.8% of the pathological individuals. Highlighting potential uncoupling is therefore an essential step in assessing the confidence of an age estimate, and its presence should lead experts to be cautious in their conclusions in court. Abstract The coupling between maturation and growth in the age estimation of young individuals with altered growth processes was analyzed in this study, whereby the age was determined using a geometric morphometrics method. A medical sample comprising 223 fetuses and infants was used to establish the method. The pars basilaris shapes, quantified by elliptic Fourier analysis, were grouped into consensus stages to characterize the maturation process along increasing age groups. Each pars basilaris maturation stage was “coupled” to biometry by defining an associated femur length range. The method was tested on a validation sample of 42 normal individuals and a pathological sample of 114 individuals whose pathologies were medically assessed. Couplings were present in 90.48% of the normal sample and 77.19% of the pathological sample. The method was able to detect “uncoupling” (i.e., possibly altered growth) in more than 22.8% of samples, even if there was no visible traces of pathology on bones in most cases. In conclusion, experts should be warned that living conditions may cause alterations in the development of young individuals in terms of uncoupling, and that the age-at-death estimation based on long bone biometry could be biased. In a forensic context, when age has been estimated in cases where uncoupling is present, experts should be careful to take potential inaccuracies into account when forming their conclusions.
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Affiliation(s)
- Mélissa Niel
- Aix Marseille Univ, CNRS, EFS, ADES, 13007 Marseille, France; (K.C.); (P.A.)
- Correspondence: ; Tel.: +33-4-9169-8890
| | - Kathia Chaumoître
- Aix Marseille Univ, CNRS, EFS, ADES, 13007 Marseille, France; (K.C.); (P.A.)
- Service de Radiologie et Imagerie Médicale, Hôpital Nord, CHU Marseille, Assistance Publique des Hôpitaux de Marseille, 13015 Marseille, France
| | - Pascal Adalian
- Aix Marseille Univ, CNRS, EFS, ADES, 13007 Marseille, France; (K.C.); (P.A.)
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Smith DEM, Humphrey LT, Cardoso HFV. Age estimation of immature human skeletal remains from mandibular and cranial bone dimensions in the postnatal period. Forensic Sci Int 2021; 327:110943. [PMID: 34455396 DOI: 10.1016/j.forsciint.2021.110943] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 06/21/2021] [Accepted: 08/09/2021] [Indexed: 10/20/2022]
Abstract
Age estimation is one of the crucial first steps in the identification of human skeletal remains in both forensic and archeological contexts. In the postnatal period, age is traditionally estimated from dental development or skeletal growth, typically long bone diaphyseal length. However, in many occasions other methods are required. This study provides alternative means of estimating age of juvenile remains from the size of several cranial bones and the mandible. A sample of 185 identified juvenile skeletons between birth and 13 years of age from two European collections were used (Lisbon and Spitalfields). Measurements of the frontal, occipital-lateralis, occipital-basilaris, occipital-squamous, zygomatic, maxilla, and mandible were used to calculate classical calibration regression formulae for the sexes combined. The sample was divided into three age groups birth-2 years, 2-6 years, and 2-12.9 years, depending on bone and its growth trajectory. For all the bones, measurements of the youngest age groups yielded the most precise age estimates. The vault bones on average yielded the best performing models, with the frontal bone having the most precise of all. The mandible performed on par with the best performing cranial bones, particularly in individuals under the age of 2 years. This study provides one of the most comprehensive approaches to juvenile age estimation based on bones of the skull, providing a resource that potentially can help estimate age of juvenile skeletons from a variety of circumstances.
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Affiliation(s)
- Deanna E M Smith
- Department of Archaeology, Simon Fraser University, Burnaby, British Columbia, V5A 1S6 Canada
| | - Louise T Humphrey
- Centre for Human Evolution Research, Department of Earth Sciences, The Natural History Museum, London SW7 5BD, United Kingdom
| | - Hugo F V Cardoso
- Department of Archaeology, Simon Fraser University, Burnaby, British Columbia, V5A 1S6 Canada.
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Cekdemir YE, Mutlu U, Karaman G, Balci A. Estimation of sex using morphometric measurements performed on cranial computerized tomography scans. Radiol Med 2020; 126:306-315. [PMID: 32533549 DOI: 10.1007/s11547-020-01233-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Accepted: 05/25/2020] [Indexed: 11/30/2022]
Abstract
We aimed to evaluate the usefulness of morphometric measurements performed on cranial computerized tomography (CT) images for the estimation of sex. A retrospective study was performed in the radiology department of a tertiary care center using data collected from cranial CT scans of 616 Caucasian cases (307 women, 309 men) with an average age of 44.70 ± 16.43. The parameters under investigation consisted of maximum cranial length (MCL), minimum frontal breadth, bi-zygomatic breadth (BZB), parietal chord, maximum cranial breadth, bi-mastoid diameter (BIM) and the length of cranial base. Any statistically significant difference in terms of these parameters was found between males and females. In our series, women were remarkably older than men (47.56 ± 15.87 vs. 41.39 ± 16.43; p < 0.001). We observed that there was a statistically significant difference between males and females concerning all morphometric measurements and males displayed higher values in terms of all parameters (p < 0.001, for all). The variables with the most successful performance for discrimination of gender were BZB (89.2%), MCL (87.4%) and BIM (84.8%). The concomitant use of these morphometric measurements seems to improve the accuracy of sex estimation. We suggest that morphometric measurements performed on cranial CT images can be useful for the estimation of sex.
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Affiliation(s)
- Yasin Ertug Cekdemir
- Department of Radiology, Faculty of Medicine, Dokuz Eylül University, Izmir, Turkey.
| | - Uygar Mutlu
- Department of Radiology, Faculty of Medicine, Dokuz Eylül University, Izmir, Turkey
| | - Gokce Karaman
- Department of Forensic Medicine, Council of Forensic Medicine, Manisa, Turkey
| | - Ali Balci
- Department of Radiology, Faculty of Medicine, Dokuz Eylül University, Izmir, Turkey
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Niel M, Chaumoître K, Corny J, Lalys L, Adalian P. Maturation of the human foetal basioccipital: quantifying shape changes in second and third trimesters using elliptic Fourier analysis. J Anat 2019; 235:34-44. [PMID: 31025333 PMCID: PMC6579950 DOI: 10.1111/joa.12997] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/13/2019] [Indexed: 11/29/2022] Open
Abstract
During prenatal development, the brain is considered the best maturation criterion for the estimation of foetal physiological age, regardless of the conditions of pregnancy. Unfortunately, the brain lyses very quickly after death, but fortunately, the brain also has a major influence over osseous structures of the cranial base during development. Therefore, we considered the osseous structures of the cranial base potential indirect maturation indicators of foetal age. Because of its early formation and robustness, the basioccipital is a cranial base bone that is often used for studies in biological anthropology. Studies generally use conventional morphometry and bone size ratio to highlight morphological changes occurring during the foetal period and to create age estimation methods. These methods usually define thresholds beyond which the morphology of the basioccipital changes, but do not fully consider the form that might be valuable precisely to visualize its development or improve age estimation methods. Using geometric morphometric methods, the present study aims to analyse the development of the basioccipital during the second and third trimesters of foetal life by quantifying and visualizing shape changes in the inferior view. Basioccipital shapes are used as direct indicators of the maturation of the cranial base and as indirect indicators of the maturation of the brain and, by extension, the whole body. A sample of 221 anonymized computed tomographic (CT) scans of normal foetuses, ranging from 18 to 41 gestational weeks (GW), was used. Elliptic Fourier analysis (EFA) was used to quantify the basioccipital outline, and maturation stages were established to visualize shape changes with a principal component analysis. Our study allowed us precisely to quantify and continuously visualize shape changes occurring during prenatal life. Additionally, this study provides the first evidence of two distinct linear shape trajectories of the basioccipital. Foetuses aged between 18 and 26 GW have a rapid shape change with well-individualized stages, whereas shape changes are less visible in the second trajectory (27-41 GW). Furthermore, intra-stage shape variation is higher for the basioccipital at the beginning of the second and third trimesters than at the first trimester. By using geometric morphometric methods and EFA, this study shows that it was possible to go beyond classical methods. Indeed, the developed methodology enabled the first quantification of the overall shape changes of the basioccipital between gestational ages. The morphological shape changes throughout the foetal period can be useful for anthropological studies and provide new perspectives for immature age estimation methods.
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Affiliation(s)
- Mélissa Niel
- Aix Marseille Université, CNRS, EFS, ADESMarseillesFrance
| | - Kathia Chaumoître
- Aix Marseille Université, CNRS, EFS, ADESMarseillesFrance
- Service de Radiologie et Imagerie médicaleHôpital NordCHU MarseilleAssistance Publique des Hôpitaux de MarseilleMarseillesFrance
| | - Julien Corny
- Aix Marseille Université, CNRS, EFS, ADESMarseillesFrance
| | - Loïc Lalys
- Aix Marseille Université, CNRS, EFS, ADESMarseillesFrance
| | - Pascal Adalian
- Aix Marseille Université, CNRS, EFS, ADESMarseillesFrance
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Age estimation in forensic anthropology: methodological considerations about the validation studies of prediction models. Int J Legal Med 2019; 133:1915-1924. [PMID: 31073637 DOI: 10.1007/s00414-019-02064-7] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2018] [Accepted: 04/05/2019] [Indexed: 10/26/2022]
Abstract
There is currently no clear consensus on how to calculate, express, and interpret the error when validating methods for age estimation in forensic anthropology. For this reason, it is likely that researchers are commonly drawing erroneous or confusing conclusions about the existence of population differences or the need to design new and increasingly complex estimation methods. In recent years, many researchers have highlighted these limitations. They propose new lines of research focused on the use of rigorous statistics and new technologies for the development of methods for estimating age. Our main objective in this study is to contribute to the strengthening of these novel ideas, for which we show the existing empirical evidence about the inadequacy of some age estimation methods in calculating, expressing, and interpreting the errors obtained. With this aim, a total of 500 simulations have been performed, in which hypothetical research teams develop and validate methods for age estimation. The data employed in this study was obtained from the "Centers for Disease Control and Prevention (CDC) Growth Charts: United States" released in 2000. The charts relate age with height, weight, and head circumference of US male children. Five learning algorithms have been employed as age estimators. We have performed three experiments in which the following aspects have been analyzed: frequency with which "negative" results can be obtained in the validation studies; which are the most appropriate criteria to compare and select the age estimation methods; and what analysis should be employed to carry out the validation studies. The results show possible errors in the interpretation of validation studies as a consequence of the confusion of statistical concepts. To conclude, we made a proposal of "good practices" for the correct calculation, expression, and interpretation of the error when validating age estimation methods in forensic anthropology.
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