Case Report Sagittal Craniosynostosis with Uncommon Anatomical Pathologies in a 56-Year-Old Male Cadaver

Total Page:16

File Type:pdf, Size:1020Kb

Case Report Sagittal Craniosynostosis with Uncommon Anatomical Pathologies in a 56-Year-Old Male Cadaver Hindawi Case Reports in Pathology Volume 2019, Article ID 8034021, 8 pages https://doi.org/10.1155/2019/8034021 Case Report Sagittal Craniosynostosis with Uncommon Anatomical Pathologies in a 56-Year-Old Male Cadaver Andrey Frolov ,1 Craig Lawson,1 Joshua Olatunde,1 James T. Goodrich,2 and John R. Martin III 1 1Center for Anatomical Science and Education, Department of Surgery, Saint Louis University School of Medicine, Saint Louis, MO 63104, USA 2Departments of Neurological Surgery, Pediatrics, Plastic and Reconstructive Surgery, Albert Einstein College of Medicine, Monteore Medical Center, Bronx, NY 10467, USA Correspondence should be addressed to John R. Martin III; [email protected] Received 1 May 2019; Revised 9 August 2019; Accepted 4 October 2019; Published 8 December 2019 Academic Editor: Evelina Miele Copyright © 2019 Andrey Frolov et al. ­is is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Sagittal craniosynostosis (CS) is a pathologic condition that results in premature fusion of the sagittal suture, restricting the transverse growth of the skull leading in some cases to elevated intracranial pressure and neurodevelopmental delay. ­ere is still much to be learned about the etiology of CS. Here, we report a case of 56-year-old male cadaver that we describe as sagittal CS with torus palatinus being an additional anomaly. ­e craniotomy was unsuccessful (cephalic index, CI = 56) and resulted in abnormal vertical outgrowth of the craniotomized bone strip. ­e histological analysis of the latter revealed atypical, noncompensatory massive bone overproduction. Exome sequencing of DNA extracted from the cadaveric tissue specimen performed on the Next Generation Sequencing (NGS) platform yielded 81 genetic variants identied as pathologic. Nine of those variants could be directly linked to CS with ve of them targeting RhoA GTPase signaling, with a potential to make it sustained in nature. ­e latter could trigger upregulated calvarial osteogenesis leading to premature suture fusion, skull bone thickening, and craniotomized bone strip outgrowth observed in the present case. 1. Introduction years, there is still much to be learned regarding the etiology of CS, particularly its genetic underlining [3]. CS is a condition that aects ~1 in 2,000–2,500 newborns and ­erefore, the main objectives of this study were to: (i) char- manifests itself as a premature fusion of a single or multiple acterize the craniofacial pathology (scaphocephaly) observed in cranial suture(s) leading to the deformation of a skull shape the 56-year-old cadaver and (ii) gain insights into its genetic [1–3]. ­e latter occurs due to a restriction of the skull growth component by identifying the respective genetic variants through in the direction perpendicular to the fused suture. Based on exome sequencing of DNA extracted from tissue procured from the etiology, CS can be classied as either primary or second- the donor’s body. A clearer understanding of the nature of the ary. ­e former occurs as a result of genetic, environmental, above pathology may help to better delineate the mechanism(s) or a combination of thereof factors specically targeting cra- responsible for its development, as a well as may improve out- nial sutures without causing a major pathological impact on comes of the specialized corrective clinical procedures. the rest of the human body. Secondary CS develops as a result of mechanical impacts, metabolic disorders such as hyperthy- roidism, hypercalcemia, vitamin D deciency etc. that targets 2. Case Presentation cranial sutures nonspecically, or due to premature suture closure as a result of the impaired developmental program that 2.1. Anatomical Characterization regulates brain growth [4]. In turn, primary CS can occur as an isolated event resulting in nonsyndromic CS, or it may less 2.1.1. Human Cadaveric Body Procurement. A 56-year-old frequently be associated with other anomalies leading to syn- male cadaver was received through Saint Louis University dromic CS [1–3]. Despite a signicant progress made in recent (SLU) School of Medicine Gi§ of Body Program from an 2 Case Reports in Pathology individual who had given his written informed consent. e by bisection of the bone and tongue. is procedure revealed available medical record indicated that this individual had a an exostotic hard palate (torus palatinus) and complete history of moderate mental retardation, cerebral palsy, seizure edentulism (Figure 2(c)). disorder, scoliosis, hydrocephalus, joint pain, mood disorder, anxiety disorder, encephalopathy and leukopenia. e cause 2.2. Histological Analysis. Sections of bony tissue from the of death was indicated as cerebral palsy. e cadaveric head sagittal strip revealed areas of immature compact bone was separated from the extremely contracted body and with incomplete or developing Haversian systems, whose embalmed using 2 : 1 mixture of ethylene glycol and isopropyl orientation was predominately perpendicular to the section alcohol. orientation (Figure 3(a)). Areas of immature bone were located on either side of randomly oriented bony spicules with marrow 2.1.2. CT Imaging. e initial visual examination of the spaces among them. ese marrow areas contained small foci embalmed patient’s head revealed its abnormal, scaphocephalic, of both red and white cell precursors, with larger numbers of shape as well as a presence of bulging sagittal bone strip unilocular adipocytes. (Figure 1(a)). e subsequent CT image analysis confirmed the More importantly, sections of bony tissue from surgically scaphocephaly (CI = 56) and demonstrated clearly a significant created margins revealed an extremely high number of oste- bone thickening in the scaphocephalic skull as compared to ons, with some, well-formed and others, formed incompletely mesocephalic skulls (Figure 1(b)). e respective fold change (Figures 3(b)–3(d)). In some areas, there was a lack of clear varied from 1.34 for occipital bone to 2.76 for parietal bone cement lines and there were also no osteoclasts or Howship with the rest of the scaphocephalic skull bone thickening falling lacunae present, nor were there any evidence of diploe. e into the ~1.6–2.3 fold range (Figure 1(c)). It should be noted, lack of cement lines, osteoclasts and diploe, along with the that the bone thickness values derived in the current report high number of osteons would be consistent with a massive from five mesocephalic skulls (Figure 1(c)) could be viewed as atypical bone overproduction without adequate compensatory a representative snapshot of a large respective sampling because bone degradation thereby leading to much thicker skull bone they were very similar to those reported for the group of 66 formation. male mesocephalic skulls [5]. 2.3. Genetic Analysis. e genetic underlining of the present 2.1.3. Craniectomy. Upon closer examination of the case was addressed by performing a genetic screen for the individual’s head it was concluded that he underwent, most putative variants using NGS technology applied to DNA likely early in infancy, a neurosurgical procedure, a sagittal extracted from the respective cadaveric tissue specimen as strip craniotomy, with a likely effort to correct the anomalous described previously [6, 7]. Additional experimental details skull shape and to reduce intracranial pressure. One of the pertinent to the performed bioinformatics analysis are most interesting features of the present case is an abnormal re- provided in the Supplementary Materials. growth of the surgically removed bone strip and the resultant e sequencing of the DNA coding regions (exome) elevated vertical displacement of the skull (Figure 2(a)). yielded 81 rare genetic variants (minor allele frequency, MAF It appears that the oval segment in question was resected ≤0.01) with predicted deleterious (pathological) implications and then replaced in situ without fixation or stabilization, (Table S1). Nine of those variants could be linked to the CS thereby permitting some adjustment of the calvarial vault development (Table 1) with the majority (five) targeting RhoA and potentially lowering the intracranial pressure from the GTPase activation either directly through ARHGAP21 and underlying cerebral hemispheres. Examination of the calvarial GMIP or indirectly through noncanonical Wnt signaling region revealed an oval segment of calvarial bone that included (INADL & RNF213) and/or PIEZO1 pathways (Table 1). e remnants of frontal and parietal bone with all suture lines remaining variants are those involved in the regulation of oste- obliterated (Figure 2(b)). is material was separated from the ogenesis/teeth development (BMP6) and cilia function surrounding calvarium by a variable band of grossly fibrous (CEP162, CROCC & DNAH11) (Table 1). It should be noted tissue that was adherent to edges of the original cranial bones that all nine variants are novel as they have never been reported and which was also adherent to the underlying dura. At a few in association with CS. locations there was a confluence of healed bone between the original, surgically created margins and the oval bone segment removed and replaced at the time of craniotomy (Figure 2(b)). 3. Discussion Also importantly, examination of the dural surface of the calvarium revealed several deep granular foveolae indicative e present case of craniofacial malformation could be of large arachnoid granulations in the sagittal strip (Figure 2(b)) described as a single suture sagittal CS with the additional that are likely to be the result of increased intracranial associated anatomical pathologies being torus palatinus and pressure. complete edentulism. is conclusion was made based on the measured CI of 56 (75–90 being normal) derived from the 2.1.4. Mandibulotomy. Physical examination of the respective CT images and the mandibulotomy results maxillofacial features of the cadaveric head revealed a large (Figures 1 and 2). It should be noted, that because without a underbite that prompted the dissection of the mandible to detailed medical history it is impossible to say when and how probe for additional abnormalities.
Recommended publications
  • Morfofunctional Structure of the Skull
    N.L. Svintsytska V.H. Hryn Morfofunctional structure of the skull Study guide Poltava 2016 Ministry of Public Health of Ukraine Public Institution «Central Methodological Office for Higher Medical Education of MPH of Ukraine» Higher State Educational Establishment of Ukraine «Ukranian Medical Stomatological Academy» N.L. Svintsytska, V.H. Hryn Morfofunctional structure of the skull Study guide Poltava 2016 2 LBC 28.706 UDC 611.714/716 S 24 «Recommended by the Ministry of Health of Ukraine as textbook for English- speaking students of higher educational institutions of the MPH of Ukraine» (minutes of the meeting of the Commission for the organization of training and methodical literature for the persons enrolled in higher medical (pharmaceutical) educational establishments of postgraduate education MPH of Ukraine, from 02.06.2016 №2). Letter of the MPH of Ukraine of 11.07.2016 № 08.01-30/17321 Composed by: N.L. Svintsytska, Associate Professor at the Department of Human Anatomy of Higher State Educational Establishment of Ukraine «Ukrainian Medical Stomatological Academy», PhD in Medicine, Associate Professor V.H. Hryn, Associate Professor at the Department of Human Anatomy of Higher State Educational Establishment of Ukraine «Ukrainian Medical Stomatological Academy», PhD in Medicine, Associate Professor This textbook is intended for undergraduate, postgraduate students and continuing education of health care professionals in a variety of clinical disciplines (medicine, pediatrics, dentistry) as it includes the basic concepts of human anatomy of the skull in adults and newborns. Rewiewed by: O.M. Slobodian, Head of the Department of Anatomy, Topographic Anatomy and Operative Surgery of Higher State Educational Establishment of Ukraine «Bukovinian State Medical University», Doctor of Medical Sciences, Professor M.V.
    [Show full text]
  • A New Classification of Zygomatic Fracture Featuring Zygomaticofrontal Suture: Injury Mechanism and a Guide to Treatment
    IBIMA Publishing Plastic Surgery: An International Journal http://www.ibimapublishing.com/journals/PSIJ/psij.html Vol. 2013 (2013), Article ID 383486, 6 pages DOI: 10.5171/2013.383486 Research Article A New Classification of Zygomatic Fracture Featuring Zygomaticofrontal Suture: Injury Mechanism and a Guide to Treatment Hisao Ogata, Yoshiaki Sakamoto and Kazuo Kishi Department of Plastic and Reconstructive Surgery, Keio University School of Medicine, Shinjuku-ward, Tokyo, Japan Received 21 November 2012; Accepted 10 December 2012; Published 26 January 2013 Academic Editor: Zubing Li ______________________________________________________________________________________________________________ Abstract The researchers establish a new classification system for zygomatic fractures based on computed tomography and mechanism of injury, which could be used to inform treatment options. Patients treated for isolated zygomatic fracture at the Keio University Hospital between 2004 and 2011 were recruited for this study. The cases were classified into 4 types based on the fracture pattern of the zygomaticofrontal suture and inferior orbital rim. In total, 113 patients aged 16 to 82 years (mean age (SD) = 39.8 (17.0) years), including 74 men and 39 women, were analyzed. Overall, 54 patients had shear fractures and 59 patients had greenstick type fractures. In both shear and greenstick fractures, the ratio of medial type fractures was significantly higher than that of lateral type fractures (p < 0.001). Furthermore, the number of shear type fractures in those <20 years old was lower than that in other age groups (p < 0.05). In conclusion, this classification is an epoch-making classification based on the mechanism of facial injury, and may be used to inform treatment options to achieve optimal biomechanical stability.
    [Show full text]
  • Intracranial Extension of an Orbital Epidermoid Cyst
    CASE REPORTS Intracranial Extension of an Orbital noted to be encapsulated and densely adherent to the underlying dura. There was severe destruction and thinning of the supero- Epidermoid Cyst lateral orbital rim and roof and the cyst lining was most adherent Jordan M. Burnham, M.D., and Kyle Lewis, M.D. in this area requiring polishing with a diamond burr. The tumor was casseous with yellow-tan keratin-like substance through- Abstract: Epidermoid and dermoid cysts represent the out. Histopathologic examination revealed numerous sheets most common cystic lesions of the orbit and commonly of anucleate squames and keratin debris with a lack of dermal arise from bony sutures or the intradiplpoic space of orbital appendages. The lateral wall was reconstructed using a medpor bones. Massive intracranial extension of an epidermoid cyst sheet fixated to the cranial bone flap and the orbital rim was arising from the intradiploic space of an orbital bone is very replated with 2 titanium C-plates. The patient did well postop- rarely seen. We present a case of a 55-year-old male who was eratively and experienced no complications. incidentally found to have massive intracranial extension of an intradiploic epidermoid cyst of the superolateral orbital DISCUSSION bone with minimal symptoms. The cyst was completely excised via a pterional craniotomy and lateral orbitotomy by Dermoid and epidermoid cysts are among the most com- neurosurgery and oculoplastic surgery teams. The patient mon space occupying lesions of the orbit and typically arise suffered
    [Show full text]
  • A 3D Stereotactic Atlas of the Adult Human Skull Base Wieslaw L
    Nowinski and Thaung Brain Inf. (2018) 5:1 https://doi.org/10.1186/s40708-018-0082-1 Brain Informatics ORIGINAL RESEARCH Open Access A 3D stereotactic atlas of the adult human skull base Wieslaw L. Nowinski1,2* and Thant S. L. Thaung3 Abstract Background: The skull base region is anatomically complex and poses surgical challenges. Although many textbooks describe this region illustrated well with drawings, scans and photographs, a complete, 3D, electronic, interactive, real- istic, fully segmented and labeled, and stereotactic atlas of the skull base has not yet been built. Our goal is to create a 3D electronic atlas of the adult human skull base along with interactive tools for structure manipulation, exploration, and quantifcation. Methods: Multiple in vivo 3/7 T MRI and high-resolution CT scans of the same normal, male head specimen have been acquired. From the scans, by employing dedicated tools and modeling techniques, 3D digital virtual models of the skull, brain, cranial nerves, intra- and extracranial vasculature have earlier been constructed. Integrating these models and developing a browser with dedicated interaction, the skull base atlas has been built. Results: This is the frst, to our best knowledge, truly 3D atlas of the adult human skull base that has been created, which includes a fully parcellated and labeled brain, skull, cranial nerves, and intra- and extracranial vasculature. Conclusion: This atlas is a useful aid in understanding and teaching spatial relationships of the skull base anatomy, a helpful tool to generate teaching materials, and a component of any skull base surgical simulator. Keywords: Skull base, Electronic atlas, Digital models, Skull, Brain, Stereotactic atlas 1 Introduction carotid arteries, among others.
    [Show full text]
  • 1 TERMINOLOGIA ANTHROPOLOGICA Names of The
    TERMINOLOGIA ANTHROPOLOGICA Names of the parts of the human body, terms of aspects and relationships, and osteological terminology are as in Terminologia Anatomica. GENERAL TERMS EXPLANANTION ADAPTATION Adjustment and change of an organism to a specific environment, due primarily to natural selection. ADAPTIVE RADIATION Divergence of an ancestral population through adaption and speciation into a number of ecological niches. ADULT Fully developed and mature individual ANAGENESIS The progressive adaption of a single evolutionary line, where the population becomes increasingly specialized to a niche that has remained fairly constant through time. ANCESTRY One’s family or ethnic descent, the evolutionary or genetic line of descent of an animal or plant / Ancestral descent or lineage ANTEMORTEM Biological processes that can result in skeletal modifications before death ANTHROPOCENTRICISM The belief that humans are the most important elements in the universe. ANTHROPOLOGY The study of human biology and behavior in the present and in the past ANTHROPOLOGIST BIOLOGICAL A specialist in the subfield of anthropology that studies humans as a biological species FORENSIC A specialist in the use of anatomical structures and physical characteristics to identify a subject for legal purposes PHYSICAL A specialist in the subfield of anthropology dealing with evolutionary changes in the human bodily structure and the classification of modern races 1 SOCIAL A specialist in the subfield of anthropology that deals with cultural and social phenomena such as kingship systems or beliefs ANTHROPOMETRY The study of human body measurement for use in anthropological classification and comparison ARCHETYPE That which is taken as the blueprint for a species or higher taxonomic category ARTIFACT remains of past human activity.
    [Show full text]
  • The Global Impact of Sutures Assessed in a Finite Element Model of a Macaque Cranium
    THE ANATOMICAL RECORD 293:1477–1491 (2010) The Global Impact of Sutures Assessed in a Finite Element Model of a Macaque Cranium QIAN WANG,1* AMANDA L. SMITH,2 DAVID S. STRAIT,2 BARTH W. WRIGHT,3 BRIAN G. RICHMOND,4,5 IAN R. GROSSE,6 7 1,8 CRAIG D. BYRON, AND URIEL ZAPATA 1Division of Basic Medical Sciences, Mercer University School of Medicine, Macon, Georgia 2Department of Anthropology, University at Albany, Albany, New York 3Department of Anatomy, Kansas City University of Medicine and Biosciences, Kansas City, Missouri 4Department of Anthropology, Center for the Advanced Study of Hominid Paleobiology, The George Washington University, Washington DC 5Human Origins Program, National Museum of Natural History, Smithsonian Institution, Washington DC 6Department of Mechanical & Industrial Engineering, University of Massachusetts, Amherst, Massachusetts 7Department of Biology, Mercer University, Macon, Georgia 8Department of Mechanical Engineering, EAFIT University, Medellı´n, Colombia ABSTRACT The biomechanical significance of cranial sutures in primates is an open question because their global impact is unclear, and their material properties are difficult to measure. In this study, eight suture-bone func- tional units representing eight facial sutures were created in a finite ele- ment model of a monkey cranium. All the sutures were assumed to have identical isotropic linear elastic material behavior that varied in different modeling experiments, representing either fused or unfused sutures. The values of elastic moduli employed in these trials ranged over several orders of magnitude. Each model was evaluated under incisor, premolar, and molar biting conditions. Results demonstrate that skulls with unfused sutures permitted more deformations and experienced higher total strain energy.
    [Show full text]
  • Extraoral Anatomy in CBCT - Michael M
    126 RESEARCH AND SCIENCE Thomas von Arx1 Scott Lozanoff2 Extraoral anatomy in CBCT - Michael M. Bornstein3,4 a literature review 1 Department of Oral Surgery and Stomatology, School of Dental Medicine, University of Bern, Switzerland Part 2: Zygomatico-orbital region 2 Department of Anatomy, Biochemistry and Physiology, John A. Burns School of Medi- cine, University of Hawaii, Honolulu, USA 3 Oral and Maxillofacial Radiol- ogy, Applied Oral Sciences KEYWORDS and Community Dental Care, Anatomy Faculty of Dentistry, The Uni- CBCT versity of Hong Kong, Prince Zygomatic bone Philip Dental Hospital, Hong Orbital cavity Kong SAR, China 4 Department of Oral Health & Medicine, University Center for Dental Medicine Basel UZB, University of Basel, Basel, Switzerland SUMMARY CORRESPONDENCE Prof. Dr. Thomas von Arx This second article about extraoral anatomy as noid bone along the lateral orbital wall. Each of Klinik für Oralchirurgie und seen in cone beam computed tomography (CBCT) the three surfaces of the zygomatic bone displays Stomatologie images presents a literature review of the zygo- foramina that transmit neurovascular structures. Zahnmedizinische Kliniken matico-orbital region. The latter bounds the The orbital cavity is located immediately above der Universität Bern maxillary sinus superiorly and laterally. Since the maxillary sinus from which it is separated Freiburgstrasse 7 CH-3010 Bern pathologic changes of the maxillary sinus are a only by a thin bony plate simultaneously serving Tel. +41 31 632 25 66 frequent indication for three-dimensional radi- as the orbital floor and the roof of the maxillary Fax +41 31 632 25 03 ography, the contiguous orbital cavity and the sinus.
    [Show full text]
  • Continuing Education Independent Study Series
    Continuing Education Independent Study Series Association of Surgical Technologists Publication made possible by an educational grant provided by Kimberly-Clark Corporation OF SURGICAL Association of Surgical Technologists, Inc. ~CHNOU)GISTS 7108-C S. Alton Way, Suite 100 CO 80112-2106 AEGER PRIM0 - Englewood, THEPA~FIRST@ 303-694-9130 ISBN 0-926805-17-7 Copyright@1996 by the Association of Surgical Technologists, Inc. All rights reserved. Printed in the United States of America. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, electronic, mechanical, photocopying, recording, or otherwise, without the prior written permission of the publisher. "Midface Trauma" is part of the AST Continuing Education Indepen- dent Study Series. The series has been specifically designed for surgical technologists to provide independent study opportunities that are relevant to the field and to support the educational goals of the profession and the Association. Acknowledgments AST gratefully acknowledges the generous support of Kimberly-Clark Corporation, Roswell, Georgia, without whom this project could not have been undertaken. MidfaceTrauma Purpose The purpose of this module is to provide an overview of the structure of the midface and acquaint the learner with the types of fractures to which the midface is subjected through trauma; the posttraumatic evaluation of patients; the methods used to achieve diagnosis; and the treatment measures undertaken for specific types of fractures. In addition, special patient considerations are addressed. Upon completing this module, the learner will receive 2 continuing education (CE) credits in category 3. Objectives - Upon completing this module, the learner will be able to do the following: I.
    [Show full text]
  • The Relative Correspondence of Cranial and Genetic Distances in Papionin Taxa and the Impact of Allometric Adjustments
    View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by ASU Digital Repository The relative correspondence of cranial and genetic distances in papionin taxa and the impact of allometric adjustments Heather F. Smitha,b*, Noreen von Cramon-Taubadelc a Department of Anatomy, Arizona College of Osteopathic Medicine, Midwestern University. b School of Human Evolution and Social Change, Arizona State University c Department of Anthropology, University at Buffalo, SUNY, Buffalo, NY *Corresponding author: Heather F. Smith, Department of Anatomy, Arizona College of Osteopathic Medicine, Midwestern University, 19555 N. 59th Ave., Glendale AZ USA. E-mail: [email protected], Tel: 1-623-572-3726. Text pages: 27 Tables: 10 Figures: 5 Keywords: papionini, geometric morphometrics, cranial regions, genetic distance Running header: Cranial and genetic distance correlates in papionins Abstract The reconstruction of phylogenetic relationships in the primate fossil record is dependent upon a thorough understanding of the phylogenetic utility of craniodental characters. Here, we test three previously proposed hypotheses for the propensity of primate craniomandibular data to exhibit homoplasy using a study design based on the relative congruence between cranial distance matrices and a consensus genetic distance matrix (“genetic congruence”) for papionin taxa: 1. Matrices based on cranial regions subjected to less masticatory strain are more genetically congruent than high-strain cranial matrices; 2. Matrices based on cranial regions developing earlier in ontogeny are more genetically congruent than matrices based on regions that develop later; 3. Matrices based on cranial regions with greater anatomical/functional complexity are more genetically congruent than matrices based on anatomically simpler regions.
    [Show full text]
  • A Novel Ensemble Machine Learning Approach for Bioarchaeological Sex Prediction
    technologies Article A Novel Ensemble Machine Learning Approach for Bioarchaeological Sex Prediction Evan Muzzall D-Lab, 356 Social Sciences Building, University of California, Berkeley, CA 94720-3030, USA; [email protected] Abstract: I present a novel machine learning approach to predict sex in the bioarchaeological record. Eighteen cranial interlandmark distances and five maxillary dental metric distances were recorded from n = 420 human skeletons from the necropolises at Alfedena (600–400 BCE) and Campovalano (750–200 BCE and 9–11th Centuries CE) in central Italy. A generalized low rank model (GLRM) was used to impute missing data and Area under the Curve—Receiver Operating Characteristic (AUC- ROC) with 20-fold stratified cross-validation was used to evaluate predictive performance of eight machine learning algorithms on different subsets of the data. Additional perspectives such as this one show strong potential for sex prediction in bioarchaeological and forensic anthropological contexts. Furthermore, GLRMs have the potential to handle missing data in ways previously unexplored in the discipline. Although results of this study look promising (highest AUC-ROC = 0.9722 for predicting binary male/female sex), the main limitation is that the sexes of the individuals included were not known but were estimated using standard macroscopic bioarchaeological methods. However, future research should apply this machine learning approach to known-sex reference samples in order to better understand its value, along with the more general contributions that machine learning can Citation: Muzzall, E. A Novel make to the reconstruction of past human lifeways. Ensemble Machine Learning Approach for Bioarchaeological Sex Keywords: SuperLearner ensemble machine learning; cross-validation; generalized low rank model; Prediction.
    [Show full text]
  • Positioning of Miniplates in the Frontozygomatic Region – An
    Temporal miniplates in the frontozygomatic area – an anatomical study Author Chrcanovic, Bruno Ramos, Lima Cavalcanti, Yves Stenio, Reher, Peter Published 2009 Journal Title Oral and Maxillofacial Surgery DOI https://doi.org/10.1007/s10006-009-0173-5 Copyright Statement © 2009 Springer Berlin / Heidelberg. This is the author-manuscript version of this paper. Reproduced in accordance with the copyright policy of the publisher. The original publication is available at www.springerlink.com Downloaded from http://hdl.handle.net/10072/30373 Griffith Research Online https://research-repository.griffith.edu.au 1 Temporal miniplates in the frontozygomatic area – an anatomical study Bruno Ramos Chrcanovic1* Yves Stenio Lima Cavalcanti2 Peter Reher3 1 DDS; Address: Av. Raja Gabaglia, 1000/1209 – Gutierrez – Belo Horizonte, MG – CEP 30441-070 – Brazil [email protected] +55 31 91625090 +55 31 32920997 2 DDS; [email protected] 3 DDS, PhD in Oral and Maxillofacial Surgery (University College London - England) [email protected] * Corresponding author ORAL AND MAXILLOFACIAL SURGERY DEPARTMENT, SCHOOL OF DENTISTRY, PONTIFÍCIA UNIVERSIDADE CATÓLICA DE MINAS GERAIS, BELO HORIZONTE, BRAZIL DEPARTMENT OF MORPHOLOGY, INSTITUTE OF BIOLOGICAL SCIENCES, UNIVERSIDADE FEDERAL DE MINAS GERAIS, BELO HORIZONTE, BRAZIL ABSTRACT Purpose The advantages of rigid fixation over wire osteosynthesis are well established for the management of facial trauma. Miniplates in the frontozygomatic area are traditionally applied to the lateral face of the orbital rim, but with some undesirable effects, such as palpability, visibility and risk of penetration into the anterior cranial fossa. The aim of this study was to perform an anatomical study to validate the use of miniplates on the temporal face of the frontozygomatic region.
    [Show full text]
  • Patterns of Morphological Integration in Modern Human Crania: Evaluating Hypotheses of Modularity Using Geometric Morphometrics
    PATTERNS OF MORPHOLOGICAL INTEGRATION IN MODERN HUMAN CRANIA: EVALUATING HYPOTHESES OF MODULARITY USING GEOMETRIC MORPHOMETRICS DISSERTATION Presented in Partial Fulfillment of the Requirements for the Degree Doctor of Philosophy in the Graduate School of The Ohio State University By Adam Kolatorowicz Graduate Program in Anthropology The Ohio State University 2015 Dissertation Committee: Jeffrey K. McKee, Advisor Paul W. Sciulli Samuel D. Stout Mark Hubbe Copyrighted by Adam Kolatorowicz 2015 ABSTRACT This project examines patterns of phenotypic integration in modern human cranial morphology using geometric morphometric methods. It is theoretically based in the functional paradigm of craniofacial growth and morphological integration. The hypotheses being addressed are: 1) cranial form is influenced by secular trends, sex, and phylogenetic history of the population and 2) integration patterns wherein the basicranium is the keystone feature best explains the relationships among in cranial modules. Geometric morphometric methods were used to collect and analyze three- dimensional coordinate data of 152 endocranial and ectocranial landmarks from 391 anatomically modern human crania. These crania are derived from temporally historic and recent groups in the United States spanning both sexes and across several ancestral groups. Landmark data were subjected to generalized Procrustes analysis and then areas of shape variation were identified via principal components analysis of shape coordinates. Discriminant function analysis and canonical variate analysis identified regions that can be used to separate groups. Temporal period, ancestry, and sex all have significant effects on mean shape. Age-at-death accounts for a small proportion of the total variation. Modern individuals have higher, narrower vaults with highly arched palates ii and historic individuals have short, wider vaults with shallower palates.
    [Show full text]