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1.
Croat Med J ; 65(3): 174-179, 2024 Jun 13.
Artículo en Inglés | MEDLINE | ID: mdl-38868963

RESUMEN

AIM: To determine the incidence of metopism in the modern and archaeological Croatian population. METHODS: A total of 800 specimens (454 modern multi-slice computed tomography [MSCT] scans and 346 dry archaeological skulls) were visually examined for metopic suture presence. The metopic suture was deemed complete when aligned nasion to bregma. RESULTS: In the overall sample, the metopic suture was observed in 36 of 800 subjects (4.5%): 19 of 424 (4.5%) men and 17 of 370 (4.6%) women. A significant difference was not observed between modern and archaeological samples (χ2=3.219, P=0.359) or between the sexes (χ2=0.006, P=0.939). The frequency of metopism varied from 3.5% in the modern population to 7.04% in the samples from the Roman period. CONCLUSION: There are no visible secular changes on metopic suture in the Croatian population through time. Some variations can be the result of differences in sample size in different time periods.


Asunto(s)
Arqueología , Suturas Craneales , Humanos , Croacia , Femenino , Masculino , Adulto , Persona de Mediana Edad , Tomografía Computarizada por Rayos X , Historia Antigua , Adulto Joven
2.
Forensic Sci Med Pathol ; 19(3): 303-309, 2023 09.
Artículo en Inglés | MEDLINE | ID: mdl-36151406

RESUMEN

The aim of this study was to test the sexual dimorphism of orbital measurements in the Croatian population using multi-slice computed tomography (MSCT) images. We have retrospectively taken 414 head CT scans of adults from Croatian clinical hospitals in Split and Zagreb (214 males and 200 females) with slice thickness < 1 mm and no pathological or traumatic changes that could affect the measurements. DICOM files were imported into Stratovan Checkpoint Software and viewed in 2D and 3D using semi-transparent 3D volume rendering. Eight standard measurements were calculated based on twelve orbital landmarks (six paired). Principal component analysis (PCA) was used to explore sexual and regional differences, and linear discriminant analysis was used to develop sex classification models. The PCA showed separation based on sex and region, and additional analysis demonstrated that females and males in Split and Zagreb differed in four orbital measurements (P ≤ 0.001). Only those measurements that did not show regional differences were further analyzed, and all showed statistically significant sexual dimorphism. The accuracy of univariate functions for sex estimation ranged from 53.43 to 71.88%, and for multivariate function, the accuracy was 73.45%. The orbital measurements of the Croatian population showed restricted forensic significance for sex classification. On the other hand, we have shown that they can have a potential for exploring the inter- and intra-population differences.


Asunto(s)
Imagenología Tridimensional , Determinación del Sexo por el Esqueleto , Adulto , Masculino , Femenino , Humanos , Croacia , Estudios Retrospectivos , Determinación del Sexo por el Esqueleto/métodos , Antropología Forense/métodos , Caracteres Sexuales , Análisis Discriminante
3.
Transfus Apher Sci ; 61(5): 103440, 2022 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-35422344

RESUMEN

BACKGROUND: Blood group phenotypes have been associated with COVID-19 susceptibility and severity. This study aimed to examine ABO/Rh blood group distribution in COVID-19-related deaths considering demographics and pathological conditions. METHODS: We conducted a retrospective study at the University Hospital Center Split, Croatia, that included 245 COVID-19 positive individuals that died from April 8, 2020, to January 25, 2021. We extracted data on their blood groups, demographics, and pre-existing comorbidities and compared findings with general population data from blood group donations (n = 101,357) and non-COVID-19 deaths from 2019 (n = 4968). RESULTS: The proportion of dead males was significantly higher than in non-COVID-19 cases (63.7% vs. 48.9%, P < 0.001), while the proportion of older individuals did not differ. The prevailing pre-existing diseases were hypertension (59.6%), diabetes (37.1%), heart failure (28.8%), digestive disorder (26.5%), and solid tumor (21.6%). The ABO distribution in the deceased and donors' group showed significant differences, with the higher prevalence of A/AB group and lower prevalence of 0, but with individual differences significant only for AB and non-AB groups. There was a reduced proportion of females within the deceased with group 0 (P = 0.014) and a higher proportion of AB individuals with coronary heart disease (P = 0.024). CONCLUSION: The study confirmed a higher risk of death in males. The lower proportion of type 0 in deceased individuals was greater in females, implying that group 0 is not necessarily an independent protective factor. Coronary heart disease was identified as a potential risk factor for AB individuals.


Asunto(s)
COVID-19 , Masculino , Femenino , Humanos , Estudios Retrospectivos , Croacia/epidemiología , Sistema del Grupo Sanguíneo ABO , Demografía
4.
Croat Med J ; 63(3): 273-286, 2022 Jun 22.
Artículo en Inglés | MEDLINE | ID: mdl-35722696

RESUMEN

AIM: To analyze an additional set of ˝Y-chromosome genetic markers to acquire a more detailed insight into the diversity of the Croatian population. METHODS: A total of 518 Yfiler Plus profiles were genotyped. Allele frequencies, haplotype frequencies, and haplotype diversity were calculated by using the STRAF software v. 2.0.4. Genetic distances were quantified by Rst with AMOVA online tool from the YHRD. The evolutionary history was inferred with the neighbor-joining method of phylogenetic tree construction in the MEGAX software. Whit Athey's Haplogroup Predictor v. 5 was used for additional comparison with regional and other European populations. RESULTS: A total of 507 haplotypes were used for genetic STR analysis. An interpopulation study on 17 Y-STR markers showed the lowest genetic diversity between the Croatian and Bosnian-Herzegovinian populations and the highest between the Croatian and Irish populations. Additional interpopulation comparison with the original 27 Y-STR markers (for the population with available data) was also performed. A total of 518 haplotypes were used in the determination of haplogroup diversity. Haplogroup I with its sublineage I2a expressed the highest prevalence. The second most prevalent haplogroup was R, with its major sublineage R1a, except for the subpopulation of Hvar, where E1b1b was the second most prevalent haplogroup. Rare haplogroups also confirmed in this study were L, T, and Q. G1 was detected for the first time in the Croatian population. CONCLUSION: We obtained a new insight into the differences between examined subpopulations of Croatia and their possible (dis)similarities with neighboring and distant populations.


Asunto(s)
Cromosomas Humanos Y , Genética de Población , Cromosomas Humanos Y/genética , Croacia , Variación Genética/genética , Haplotipos/genética , Humanos , Repeticiones de Microsatélite/genética , Filogenia
5.
Acta Clin Croat ; 60(2): 254-258, 2021 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-34744275

RESUMEN

This paper presents the chronology, experiences, and challenges in introducing COVID-19 RT-PCR testing in Split, Croatia. We describe the processes from March 12, 2020 to May 26, 2020, starting from the initial knowledge transfer, expert team formation and management, testing implementation, and concluding with the standalone testing facilities, which used automated processes sufficient to meet testing requirements at that time. In the case presented, the COVID-19 unit was organized by joining human and laboratory resources from five clinical departments at the Split University Hospital Centre. Sample preparation procedures and analyses were launched within the restricted time frame while simultaneously training and organizing new laboratory staff and completing equipment requirements. As a result, the process that started with 30 tests per day was constantly improved over time and reached up to 160 tests per day when MagNA Pure was added to automatize RNA extraction at the end of April. At that pace, the cumulative number of samples soon exceeded the first thousand, and by the end of May it exceeded 4000. The case presented provides an example of good practice for crisis response and organization that successfully enabled sufficient COVID-19 testing capacities within the restricted time frame, human and technical resources. Despite limited understanding of COVID-19 at that time, appropriate management, transfer of knowledge, previous experiences in related laboratory and diagnostic work, as well as interdisciplinary and interdepartmental cooperation proved appropriate to overcome the above limitations and ensure adequate healthcare response.


Asunto(s)
COVID-19 , Prueba de COVID-19 , Croacia , Hospitales , Humanos , SARS-CoV-2
6.
Int J Legal Med ; 133(5): 1369-1380, 2019 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-31267160

RESUMEN

Biological samples, including skeletal remains exposed to environmental insults for extended periods of time, exhibit increasing levels of DNA damage and fragmentation. Human forensic identification methods typically use a combination of mitochondrial (mt) DNA sequencing and short tandem repeat (STR) analysis, which target segments of DNA ranging from 80 to 500 base pairs (bps). Larger templates are often unavailable as skeletal samples age and the associated DNA degrades. Single-nucleotide polymorphism (SNP) loci target shorter templates and may serve as a solution to the problem. Recently developed assays for STR and SNP analysis using a massively parallel sequencing approach, such as the ForenSeq kit (Verogen, San Diego, CA), offer a means for generating results from degraded samples as they target templates down to 60 to 170 bps. We performed a modeling study that demonstrates that SNPs can increase the significance of an identification when analyzing DNA down to an average size of 100 bps for input amounts between 0.375 and 1 ng of nuclear DNA. Observations from this study were then compared with human skeletal material results (n = 14, ninth to eighteenth centuries), which further demonstrated the utility of the ForenSeq kit for degraded samples. The robustness of the Promega PowerSeq™ Mito System was also tested with human skeletal remains (n = 70, ninth to eighteenth centuries), resulting in successful coverage of 99.29% of the mtDNA control region at 50× coverage or more. This was accompanied by modifications to a mainstream DNA extraction technique for skeletal remains that improved recovery of shorter templates.


Asunto(s)
Degradación Necrótica del ADN , Dermatoglifia del ADN/métodos , ADN Mitocondrial/análisis , Secuenciación de Nucleótidos de Alto Rendimiento , Repeticiones de Microsatélite , Polimorfismo de Nucleótido Simple , Análisis de Secuencia de ADN , Restos Mortales , Fragmentación del ADN , Antropología Forense , Genética Forense , Humanos
7.
Croat Med J ; 60(3): 237-245, 2019 Jun 13.
Artículo en Inglés | MEDLINE | ID: mdl-31187951

RESUMEN

AIM: To determine the sexual dimorphism of the sternum with standard measurements in a contemporary Croatian population sample using multi-slice computed tomography (MSCT) and to compare the data obtained by an automatic with those obtained by a manual approach. METHODS: Five sternal measurements were obtained from MSCT images of 73 men and 55 women and three sternal indices were calculated. Custom image analysis software was developed for automatic segmentation and calculation of sternal measurements. Measurements of sexual dimorphism were automatically calculated and compared with manual measurements. RESULTS: All of the sternal measurements exhibited significant differences between men and women. The discrepancies between manual and automatic measurements ranged from 2.8% to 3.6% of the mean average values obtained with the automatic approach. The most accurate single-variable discriminant function was sternal body length (82.8%), the most accurate index was sternal area (89.1%), and the discriminant function using three variables was manubrium width, sternal body length, and sternal body width (90.6%). CONCLUSION: Sternal measurements are a reliable sex indicator and can be used in forensic casework. Computer-aided measurement methods can accelerate sex estimation and improve its precision and accuracy.


Asunto(s)
Tomografía Computarizada Multidetector , Caracteres Sexuales , Determinación del Sexo por el Esqueleto/métodos , Esternón/anatomía & histología , Esternón/diagnóstico por imagen , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Croacia , Análisis Discriminante , Femenino , Antropología Forense/métodos , Humanos , Procesamiento de Imagen Asistido por Computador , Masculino , Persona de Mediana Edad , Tamaño de los Órganos , Estudios Retrospectivos , Adulto Joven
8.
Sci Eng Ethics ; 25(5): 1467-1483, 2019 10.
Artículo en Inglés | MEDLINE | ID: mdl-30357562

RESUMEN

Plagiarism is one of the most severe academic integrity issues. This study examined students' knowledge of and attitudes towards plagiarism, tested their ability to recognize plagiarism, and explored the association of study levels and attendance in courses dealing with referencing rules and plagiarism with students' attitudes and knowledge. A cross-sectional online survey was conducted at the University of Split, comprising the students of all schools and study levels (n = 388). Overall, results indicate the students were not very familiar with referencing rules and did not perform well on either theoretical questions or practical examples. However, they demonstrated positive attitudes towards plagiarism avoidance as well as towards compliance with academic integrity with respect to the correct use of research publications. Students' self-reported attendance in courses dealing with referencing rules and plagiarism avoidance was not associated with their knowledge of and attitudes toward plagiarism. These findings are important for a general understanding of students' attitudes, and the relation of practical and theoretical knowledge of plagiarism. Furthermore, the academic community addresses plagiarism not only as an ethical and regulatory violation but also as a direct consequence of a lack of knowledge, and of academic illiteracy. Study programs should be adjusted and long-term policies developed at all academic levels to promote a positive climate among students towards responsible academic writing.


Asunto(s)
Actitud , Plagio , Estudiantes/psicología , Escritura , Adolescente , Adulto , Croacia , Estudios Transversales , Femenino , Humanos , Masculino , Persona de Mediana Edad , Autoinforme , Universidades/ética , Adulto Joven
9.
Croat Med J ; 58(3): 222-230, 2017 Jun 14.
Artículo en Inglés | MEDLINE | ID: mdl-28613039

RESUMEN

AIM: To develop discriminant functions for sex estimation on medieval Croatian population and test their application on contemporary Croatian population. METHODS: From a total of 519 skeletons, we chose 84 adult excellently preserved skeletons free of antemortem or postmortem changes and took all standard measurements. Sex was estimated/determined using standard anthropological procedures and ancient DNA (amelogenin analysis) where pelvis was insufficiently preserved or where sex morphological indicators were not consistent. We explored which measurements showed sexual dimorphism and used them for developing univariate and multivariate discriminant functions for sex estimation. We included only those functions that reached accuracy rate ≥80%. We tested the applicability of developed functions on modern Croatian sample (n=37). RESULTS: From 69 standard skeletal measurements used in this study, 56 of them showed statistically significant sexual dimorphism (74.7%). We developed five univariate discriminant functions with classification rate 80.6%-85.2% and seven multivariate discriminant functions with an accuracy rate of 81.8%-93.0%. When tested on the modern population functions showed classification rates 74.1%-100%, and ten of them reached aimed accuracy rate. Females showed higher classified in the mediaeval populations, whereas males were better classification rates in the modern populations. CONCLUSION: Developed discriminant functions are sufficiently accurate for reliable sex estimation in both medieval Croatian population and modern Croatian samples and may be used in forensic settings. The methodological issues that emerged regarding the importance of considering external factors in development and application of discriminant functions for sex estimation should be further explored.


Asunto(s)
ADN/análisis , Determinación del Sexo por el Esqueleto/normas , Croacia , ADN Antiguo/análisis , Análisis Discriminante , Femenino , Antropología Forense , Humanos , Masculino , Caracteres Sexuales , Determinación del Sexo por el Esqueleto/métodos
10.
Croat Med J ; 56(3): 230-8, 2015 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-26088847

RESUMEN

AIM: To compare the population group from the Sopot graveyard with population groups from traditional Croatian medieval graveyards by using anthropological, craniometrics, and mitochondrial (mtDNA) analysis and to examine if the cultural differences between population groups reflect biological differences. METHODS: We determined sex, age at death, pathological, and traumatic changes of skeletal remains from the Sopot graveyard and compared them with a cumulative medieval sample from the same region. We also performed principal component analysis to compare skeletal remains from Sopot with those from Ostrovica and other Central European samples according to 8 cranial measurements. Finally, we compared 46 skeletons from Sopot with medieval (Ostrovica) and contemporary populations using mDNA haplogroup profiling. RESULTS: The remains from Sopot were similar to the cumulative sample in lifestyle and quality of life markers. Principal component analysis showed that they were closely related to Eastern Adriatic coast sites (including Ostrovica and Sopot) in terms of cranial morphology, indicating similar biological makeup. According to mDNA testing, Sopot population showed no significant differences in the haplogroup prevalence from either medieval or contemporary populations. CONCLUSION: This study shows that the Sopot population does not significantly differ from other medieval populations from this area. Besides similar quality of life markers, these populations also had similar biological markers. Substantial archeological differences can therefore be attributed to apparent cultural influences, which in this case do not reflect biological differences.


Asunto(s)
Antropología Física/métodos , Cultura , Población Blanca/etnología , Determinación de la Edad por el Esqueleto , Croacia , ADN Mitocondrial/genética , Femenino , Humanos , Masculino , Análisis de Componente Principal , Calidad de Vida , Determinación del Sexo por el Esqueleto , Cráneo/anatomía & histología , Población Blanca/genética
11.
J Sex Med ; 11(12): 3112-8, 2014 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-25187322

RESUMEN

INTRODUCTION: There are four theories about the origin of syphilis, of which the mostly represented one is the Columbian theory. This theory suggests that syphilis was brought into Europe in 1493 ad by the ship from Caribbean islands. AIM: The aim of this study is to test all theories on a sample of 403 skeletons: 135 from prehistory, 134 from antique, and 134 from medieval period and new age from the Dalmatia (Croatia). METHODS: All skeletons were examined using standard anthropological methods. Paleopathological analysis was performed on each skeleton as well as additional radiographic method on one isolated skeleton. MAIN OUTCOME MEASURES: Paleopathological changes on skeletal remains connected with treponematosis. RESULTS: Paleopathological analysis revealed one skeleton from the antique period (second to 6th century A.D.) that exhibited skeletal markers similar to those described in one clinical case in which congenital syphilis was confirmed by a Wasserman reaction. Skeletal remains of this person were examined macroscopically and radiographically, and the differential diagnostics eliminated other considered pathologies as well as trauma. CONCLUSIONS: The finding of skeletal markers of syphilis on a skeleton from the antique supports the theory of pre-Columbian syphilis origin.


Asunto(s)
Paleopatología , Sífilis/historia , Adulto , Preescolar , Croacia , Diagnóstico Diferencial , Femenino , Historia del Siglo XV , Historia del Siglo XVI , Historia Antigua , Historia Medieval , Humanos , Masculino , Sífilis/diagnóstico , Sífilis/etiología
12.
Int J Food Sci Nutr ; 65(2): 172-6, 2014 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-24219154

RESUMEN

Porosity of the skull and skeletal remains, especially of the orbital roof, are one of the most frequent pathological findings on ancient human skeletal remains. There are several presumed causes of this condition and anthropologists consider skull porosities as a marker of physical and nutritional stress. A total of 115 graves were discovered at the early-medieval graveyard near Zadar (Croatia) that contained 128 partially preserved skeletons. Average estimated age at death was 37.2 ± 12.6 years for men, 31.9 ± 13.9 for women, and 5.3 ± 3.6 years for subadults. Pathological bone porosity was analysed. Cribra orbitalia was observed on 21 skulls (28.7%), signs of temporal porosity were noticed on six skulls and signs of subperiosteal bleeding on three skulls. Nineteen skulls had bone porosities in other areas. There was a significant difference (p = 0.039) in achieved age of adults with and without cribra orbitalia as those with cribra orbitalia lived on average 8.1 years longer. The bone porosity was probably caused by malnutrition that might have had a beneficial effect on longevity of adults, similar to effects of restricted food intake on extending lifespan through epigenetic signatures influencing gene expression.


Asunto(s)
Longevidad , Desnutrición/complicaciones , Estado Nutricional , Cráneo/patología , Adolescente , Adulto , Restricción Calórica , Croacia , Epigénesis Genética , Femenino , Historia Medieval , Humanos , Masculino , Desnutrición/historia , Persona de Mediana Edad , Órbita/patología , Porosidad , Adulto Joven
13.
Croat Med J ; 54(3): 272-8, 2013 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-23771758

RESUMEN

AIM: To investigate the usefulness of humerus measurement for sex determination in a sample of medieval skeletons from the Eastern Adriatic Coast. Additional aim was to compare the results with contemporary female population. METHODS: Five humerus measurements (maximum length, epicondylar width, maximum vertical diameter of the head, maximum and minimum diameter of the humerus at midshaft) for 80 male and 35 female medieval and 19 female contemporary humeri were recorded. Only sufficiently preserved skeletons and those with no obvious pathological or traumatic changes that could affect the measurements were included. For ten samples, analysis of DNA was performed in order to determine sex using amelogenin. RESULTS: The initial comparison of men and women indicated significant differences in all five measures (P<0.001). Discriminant function for sex determination indicated that as much as 85% of cases could be properly categorized, with better results in men (86%) than women (80%). Furthermore, the comparison of the medieval and contemporary women did not show significant difference in any of the measured features. Sex results obtained by anthropological and DNA analysis matched in all 10 cases. CONCLUSION: The results indicate that humerus measurement in Croatian medieval population may be sufficient to determine the sex of the skeleton. Furthermore, it seems that secular changes have not substantially affected contemporary population, suggesting that the results of this study are transferable to contemporary population as well.


Asunto(s)
Antropología Forense/métodos , Húmero/anatomía & histología , Determinación del Sexo por el Esqueleto , Adulto , Antropometría , Croacia , ADN/análisis , Análisis Discriminante , Femenino , Humanos , Masculino , Persona de Mediana Edad , Diente/química , Adulto Joven
14.
Biology (Basel) ; 11(6)2022 Jun 15.
Artículo en Inglés | MEDLINE | ID: mdl-35741437

RESUMEN

The adjusted binary classification (ABC) approach was proposed to assure that the binary classification model reaches a particular accuracy level. The present study evaluated the ABC for osteometric sex classification using multiple machine learning (ML) techniques: linear discriminant analysis (LDA), boosted generalized linear model (GLMB), support vector machine (SVM), and logistic regression (LR). We used 13 femoral measurements of 300 individuals from a modern Turkish population sample and split data into two sets: training (n = 240) and testing (n = 60). Then, the five best-performing measurements were selected for training univariate models, while pools of these variables were used for the multivariable models. ML classifier type did not affect the performance of unadjusted models. The accuracy of univariate models was 82−87%, while that of multivariate models was 89−90%. After applying ABC to the crossvalidation set, the accuracy and the positive and negative predictive values for uni- and multivariate models were ≥95%. Sex could be estimated for 28−75% of individuals using univariate models but with an obvious sexing bias, likely caused by different degrees of sexual dimorphism and between-group overlap. However, using multivariate models, we minimized the bias and properly classified 81−87% of individuals. A similar performance was also noted in the testing sample (except for FEB), with accuracies of 96−100%, and a proportion of classified individuals between 30% and 82% in univariate models, and between 90% and 91% in multivariate models. When considering different training sample sizes, we demonstrated that LR was the most sensitive with limited sample sizes (n < 150), while GLMB was the most stable classifier.

15.
J Forensic Sci ; 67(5): 1938-1947, 2022 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-35864595

RESUMEN

This study examined if the cranial measurements from Data Collection Procedures for Forensic Skeletal Material 2.0 are repeatable when measured in dry bones and MSCT images and if the virtual measurements correspond to the physical ones. The sample included 33 dry crania imaged by MSCT. Two observers measured dry bones, two placed landmarks on 2D and 3D MSCT reconstructions, and one conducted measurements/landmarking on both media. One of the observers for each media repeated the measurements. Technical and relative technical error of measurement (TEM and rTEM) and percentage differences were calculated to examine the repeatability of measurements and compare measuring modalities. Intraobserver rTEM was above 1.5% for six bone measurements: FOB, ZOB, OBB, NLH, DKB, MDH (1.51%-4.87%) and for seven MSCT measurements: OBH, FOB, OBB, MDH, NLB, ZOB, DKB (1.57%-5.55%). The interobserver rTEM was above the acceptable level (>2%) for 11 measurements: PAC, NLH, OBB, EKB, MAL, FOB, NLB, OBH, ZOB, DKB, and MDH (2.01%-9.34%). The percentage differences were not systematically larger for measurements taken by the same user on both modalities than those obtained by different users on the same modality. When physical and MSCT measurements were tested on sex classification standards, the proportion of crania classified as male or female did not significantly differ (p > 0.05). The study showed that physical and virtual cranial measurements could be interchangeable for developing or applying sex estimation standards. However, clarifications and adaptations are necessary for measurements of mastoid, nasal, and orbital regions that did not meet the standard criteria.


Asunto(s)
Antropología Forense , Cráneo , Femenino , Antropología Forense/métodos , Humanos , Imagenología Tridimensional , Masculino , Apófisis Mastoides , Reproducibilidad de los Resultados , Cráneo/anatomía & histología , Cráneo/diagnóstico por imagen
16.
Forensic Sci Int ; 320: 110709, 2021 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-33549991

RESUMEN

Binary classification techniques are commonly used in forensic examination to test if a specimen belongs to a particular group and base the expert opinion on the questioned evidence. However, most of the currently used methods do not achieve sufficient accuracy due to the ignoring of the specimens classified in the overlapping area. To address the issue, we proposed a novel Adjusted binary classification (ABC) algorithm that automatically adjusts posterior probabilities to reach classification accuracy and positive/negative predicted values (PPV, NPV) of 95 %. In the presented example, we used three handprint measurements from 160 participants (80 males and 80 females) to develop models that would classify sex from their dimensions. The sample was split into the training/cross-validated (70 %) and testing sample (30 %). We developed four classification models using linear discriminant analysis (LDA) by employing traditional single cut-off values and ABC approach that for each group provides a specific posterior probability cut-off threshold. In the cross-validated sample, the accuracy of traditional models was 78.7-92.5 %, while PPVs/NPVs ranged between 78.2 and 93 %. ABC models provided 95 % accuracy, PPV, and NPV, and could classify 35.5-88.1 % of specimens. In the testing sample, ABC models achieved accuracy of 97.3-100 %, PPV/NPV 95.4-100 %, and could be applied to 29.1-87.5 % of specimens. The study demonstrated that the ABC approach could adjust classification models to reach predefined values of accuracy, PPV, and NPV. Therefore, it could be an efficient tool for conducting a binary classification in forensic settings and minimizing the possibilities of incorrect classifications.


Asunto(s)
Mano/anatomía & histología , Determinación del Sexo por el Esqueleto/métodos , Análisis Discriminante , Femenino , Ciencias Forenses , Humanos , Procesamiento de Imagen Asistido por Computador , Tinta , Masculino , Valor Predictivo de las Pruebas
17.
J Occup Environ Med ; 63(1): 32-37, 2021 01 01.
Artículo en Inglés | MEDLINE | ID: mdl-32925526

RESUMEN

OBJECTIVES: To examine seroprevalence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) antibodies in industry workers population sample. METHODS: From 23 to April 28, 2020, we conducted serological testing for antibodies (Immunoglobulin G (IgG) and Immunoglobulin M (IgM)) on 1494 factory employees living in the Split-Dalmatia and Sibenik-Knin County (Croatia). RESULTS: We detected antibodies in 1.27% of participants (95% confidence interval [CI] 0.77-1.98%). In Split facility 13/1316 (0.99%, 95% CI 0.53-1.68%) of participants were tested positive, of which 13/1079 (1.20%, 95% CI 0.64-2.05%) of those living outside the facility and 0/237 (0%, 95% CI 0-1.26%) of those living inside the facility. In Knin facility, 6/178 (3.37%, 95% CI 1.25-7.19%) participants were tested positive for antibodies. CONCLUSIONS: The study showed relatively small SARS-CoV-2 antibody seroprevalence in the DIV Group population sample.


Asunto(s)
Prueba Serológica para COVID-19 , COVID-19/diagnóstico , COVID-19/epidemiología , Salud Laboral , SARS-CoV-2/aislamiento & purificación , Adolescente , Adulto , Anciano , Croacia , Femenino , Humanos , Inmunoglobulina G/inmunología , Inmunoglobulina M/inmunología , Masculino , Persona de Mediana Edad , Estudios Seroepidemiológicos , Adulto Joven
18.
Forensic Sci Int ; 311: 110273, 2020 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-32272305

RESUMEN

The osteometric methods are the most reliable way to estimate the sex of skeletons when DNA analysis is not used. However, as osteometric studies usually ignore the overlap in male and female skeletal dimensions, they rarely achieve accuracy sufficient for forensic application. To resolve this issue, recent studies suggest sex estimation only when posterior probability (pp) is greater than 0.95, but that approach does not always provide sufficient accuracy and creates a large proportion of unsexed skeleton. Thus, our study aimed to explore whether it is possible to adjust pp on skeletal measurements with pronounced sexual dimorphism to meet 95% accuracy and to enable sex estimation on a reasonable proportion of individuals. From 207 skeletons, we included 65 postcranial measurements and selected 10% of variables with the highest sexual dimorphism. We computed univariate and bivariate discriminant functions using pp threshold of 0.5, 0.95, and the threshold required to achieve accuracy of ≥ 95%. Discriminant functions with pp=0.5 obtained accuracy of 85%-93%, while those with pp≥0.95 and adjusted posterior probabilities obtained 94%-99%. However, we showed that by selecting a particular threshold, sex could be estimated on a greater proportion of individuals than for pp≥0.95: 42%-86% vs. 24%-62% for univariate and 69%-95% vs. 49%-78% for bivariate functions. Therefore, when developing sex estimation models, we suggest not to use fixed pp level, but to adjust pp to achieve 95% accuracy and to minimize the percentage of unsexed skeletons.


Asunto(s)
Modelos Estadísticos , Determinación del Sexo por el Esqueleto , Análisis Discriminante , Femenino , Antropología Forense , Humanos , Masculino , Probabilidad , Caracteres Sexuales
19.
Genes (Basel) ; 11(8)2020 08 14.
Artículo en Inglés | MEDLINE | ID: mdl-32823826

RESUMEN

Sister Marija Krucifiksa Kozulic (1852-1922) was a Croatian nun who is in consideration for beatification by the Vatican, which is facilitated by the identification of her 20th-century remains. Sister Marija was buried in a tomb in Rijeka, Croatia, along with other nuns including her biological sister, Tereza Kozulic (1861-1933). When the remains were exhumed in 2011, they were found in a deteriorated state and commingled with several other sets of remains. Thus, mitochondrial genome sequencing of the long bones was performed to sort the remains by mitochondrial haplotype. Two similar but unique haplotypes belonging to haplogroup H1bu were identified, and samples from these bones were subjected to autosomal short tandem repeat (STR) and single nucleotide polymorphism (SNP) sequencing. Although only partial profiles were obtained, the data were sufficient for kinship analysis with the profile of a paternal niece of Sister Marija (Fides Kozulic). The data indicate that it is 574,195-fold more likely that the two sets of skeletal remains represent 2nd-degree relatives of Fides than sisters who are unrelated to Fides. Although it is impossible to discern which set of remains belongs to Marija and which belongs to Tereza, forensic genomics methods have enabled identification of the sisters.


Asunto(s)
Antropología Forense , Genética Forense , Genoma Humano , Genómica , Femenino , Genética Forense/métodos , Genoma Mitocondrial , Genómica/métodos , Haplotipos , Humanos , Repeticiones de Microsatélite , Linaje , Polimorfismo de Nucleótido Simple , Secuenciación Completa del Genoma
20.
Clin Rheumatol ; 36(1): 235-238, 2017 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-27889860

RESUMEN

In a Sidonian sarcophagus, from the Late Antique/early Christian period, skeletal remains of two persons were found. One of them, male, 30-50 years old, was found almost completely ankylosed, with highly osteoporotic bones and prominent erosion of joint surfaces. We diagnosed rheumatoid arthritis based on the eroded odontoid process, mandibular condyles, distal humerus, proximal and distal ulna, as well ankylosed hand and foot bones. Despite the fact that ankyloses of vertebrae and sacroiliac joint could point towards ankylosing spondylitis, the lack of typical vertebral ankyloses and new bone formation led to exclusion. In a practical sense, due to the advanced stage of the disease, the man was fixed in the supine position, on the left, with his head turned to the right. Apparently, he could not move and had problems with chewing and breathing. But, the high standard of provided healthcare probably enabled him to survive in advanced stages of the disease. This case shed light on the antiquity of the disease, its medical, and social context and provided the example of most extreme osteological changes reported in the paleopathological and medical literature.


Asunto(s)
Arqueología/métodos , Artritis Reumatoide/historia , Reumatología/historia , Adulto , Progresión de la Enfermedad , Articulación del Codo/patología , Historia Antigua , Humanos , Masculino , Persona de Mediana Edad , Ciudad de Roma , Articulación Sacroiliaca/patología , Columna Vertebral/patología , Espondilitis Anquilosante/historia
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