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Sherwood RJ, Oh HS, Valiathan M, McNulty KP, Duren DL, Knigge RP, Hardin AM, Holzhauser CL, Middleton KM. Bayesian approach to longitudinal craniofacial growth: The Craniofacial Growth Consortium Study. Anat Rec (Hoboken) 2021; 304:991-1019. [PMID: 33015973 PMCID: PMC8577187 DOI: 10.1002/ar.24520] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Revised: 06/27/2020] [Accepted: 07/03/2020] [Indexed: 01/18/2023]
Abstract
Early in the 20th century, a series of studies were initiated across North America to investigate and characterize childhood growth. The Craniofacial Growth Consortium Study (CGCS) combines craniofacial records from six of those growth studies (15,407 lateral cephalograms from 1,913 individuals; 956 females, 957 males, primarily European descent). Standard cephalometric points collected from the six studies in the CGCS allows direct comparison of craniofacial growth patterns across six North American locations. Three assessors collected all cephalometric points and the coordinates were averaged for each point. Twelve measures were calculated from the averaged coordinates. We implemented a multilevel double logistic equation to estimate growth trajectories fitting each trait separately by sex. Using Bayesian inference, we fit three models for each trait with different random effects structures to compare differences in growth patterns among studies. The models successfully identified important growth milestones (e.g., age at peak growth velocity, age at cessation of growth) for most traits. In a small number of cases, these milestones could not be determined due to truncated age ranges for some studies and slow, steady growth in some measurements. Results demonstrate great similarity among the six growth studies regarding craniofacial growth milestone estimates and the overall shape of the growth curve. These similarities suggest minor variation among studies resulting from differences in protocol, sample, or possible geographic variation. The analyses presented support combining the studies into the CGCS without substantial concerns of bias. The CGCS, therefore, provides an unparalleled opportunity to examine craniofacial growth from childhood into adulthood.
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Affiliation(s)
- Richard J. Sherwood
- Department of Pathology and Anatomical Sciences, University of Missouri School of Medicine, Columbia, Missouri
- Department of Orthopaedic Surgery, University of Missouri School of Medicine, Columbia, Missouri
- Department of Orthodontics, School of Dental Medicine, Case Western Reserve University, Cleveland, Ohio
| | - Hee Soo Oh
- Department of Orthodontics, Arthur A. Dugoni School of Dentistry, University of the Pacific, San Francisco, California
| | - Manish Valiathan
- Department of Orthodontics, School of Dental Medicine, Case Western Reserve University, Cleveland, Ohio
| | - Kieran P. McNulty
- Department of Anthropology, University of Minnesota, Minneapolis, Minnesota
| | - Dana L. Duren
- Department of Pathology and Anatomical Sciences, University of Missouri School of Medicine, Columbia, Missouri
- Department of Orthopaedic Surgery, University of Missouri School of Medicine, Columbia, Missouri
| | - Ryan P. Knigge
- Department of Pathology and Anatomical Sciences, University of Missouri School of Medicine, Columbia, Missouri
- Department of Orthopaedic Surgery, University of Missouri School of Medicine, Columbia, Missouri
| | - Anna M. Hardin
- Department of Pathology and Anatomical Sciences, University of Missouri School of Medicine, Columbia, Missouri
| | - Christina L. Holzhauser
- Department of Pathology and Anatomical Sciences, University of Missouri School of Medicine, Columbia, Missouri
- Department of Orthopaedic Surgery, University of Missouri School of Medicine, Columbia, Missouri
| | - Kevin M. Middleton
- Department of Pathology and Anatomical Sciences, University of Missouri School of Medicine, Columbia, Missouri
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Parviainen R, Skarp S, Korhonen L, Serlo W, Männikkö M, Sinikumpu JJ. A single genetic locus associated with pediatric fractures: A genome-wide association study on 3,230 patients. Exp Ther Med 2020; 20:1716-1724. [PMID: 32742401 PMCID: PMC7388260 DOI: 10.3892/etm.2020.8885] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2019] [Accepted: 04/29/2020] [Indexed: 12/25/2022] Open
Abstract
The understanding of the biological and environmental risk factors of fractures in pediatrics is limited. Previous studies have reported that fractures involve heritable traits, but the genetic factors contributing to the risk of fractures remain elusive. Furthermore, genetic influences specific to immature bone have not been thoroughly studied. Therefore, the aim of the present study was to identify genetic variations that are associated with fractures in early childhood. The present study used a prospective Northern Finland Birth Cohort (year 1986; n=9,432). The study population was comprised of 3,230 cohort members with available genotype data. A total of 48 members of the cohort (1.5%) had in-hospital treated bone fractures during their first 6 years of life. Furthermore, individuals without fracture (n=3,182) were used as controls. A genome-wide association study (GWAS) was performed using a frequentist association test. In the GWAS analysis, a linear regression model was fitted to test for additive effects of single-nucleotide polymorphisms (SNPs; genotype dosage) adjusting for sex and performing population stratification using genotypic principal components. Using the GWAS analysis, the present study identified one locus with a significant association with fractures during childhood on chromosome 10 (rs112635931) and six loci with a suggested implication. The lead SNP rs112635931 was located near proline- and serine-rich 2 (PROSER2) antisense RNA 1 (PROSER2-AS1) and PROSER2, thus suggesting that these may be novel candidate genes associated with the risk of pediatric fractures.
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Affiliation(s)
- Roope Parviainen
- Department of Children and Adolescents, Oulu Childhood Fracture and Sports Injury Study, Research Unit for Pediatrics, Pediatric Neurology, Pediatric Surgery, Child Psychiatry, Dermatology, Clinical Genetics, Obstetrics and Gynecology, Otorhinolaryngology and Ophthalmology (PEDEGO), Oulu Medical Research Center (MRC), University of Oulu and Oulu University Hospital, FI-90029 Oulu, Finland
| | - Sini Skarp
- Northern Finland Birth Cohort, Faculty of Medicine, University of Oulu, FI-90014 Oulu, Finland
- Center for Life Course Health Research, Faculty of Medicine, University of Oulu, FI-90014 Oulu, Finland
| | - Linda Korhonen
- Department of Children and Adolescents, Oulu Childhood Fracture and Sports Injury Study, Research Unit for Pediatrics, Pediatric Neurology, Pediatric Surgery, Child Psychiatry, Dermatology, Clinical Genetics, Obstetrics and Gynecology, Otorhinolaryngology and Ophthalmology (PEDEGO), Oulu Medical Research Center (MRC), University of Oulu and Oulu University Hospital, FI-90029 Oulu, Finland
| | - Willy Serlo
- Department of Children and Adolescents, Oulu Childhood Fracture and Sports Injury Study, Research Unit for Pediatrics, Pediatric Neurology, Pediatric Surgery, Child Psychiatry, Dermatology, Clinical Genetics, Obstetrics and Gynecology, Otorhinolaryngology and Ophthalmology (PEDEGO), Oulu Medical Research Center (MRC), University of Oulu and Oulu University Hospital, FI-90029 Oulu, Finland
| | - Minna Männikkö
- Northern Finland Birth Cohort, Faculty of Medicine, University of Oulu, FI-90014 Oulu, Finland
| | - Juha-Jaakko Sinikumpu
- Department of Children and Adolescents, Oulu Childhood Fracture and Sports Injury Study, Research Unit for Pediatrics, Pediatric Neurology, Pediatric Surgery, Child Psychiatry, Dermatology, Clinical Genetics, Obstetrics and Gynecology, Otorhinolaryngology and Ophthalmology (PEDEGO), Oulu Medical Research Center (MRC), University of Oulu and Oulu University Hospital, FI-90029 Oulu, Finland
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Golub MS, Bulleri AM, Hogrefe CE, Sherwood RJ. Bone growth in juvenile rhesus monkeys is influenced by 5HTTLPR polymorphisms and interactions between 5HTTLPR polymorphisms and fluoxetine. Bone 2015; 79:162-9. [PMID: 26067181 PMCID: PMC4511468 DOI: 10.1016/j.bone.2015.05.042] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2015] [Revised: 05/12/2015] [Accepted: 05/31/2015] [Indexed: 01/02/2023]
Abstract
Male rhesus monkeys received a therapeutic oral dose of the selective serotonin reuptake inhibitor (SSRI) fluoxetine daily from 1 to 3 years of age. Puberty is typically initiated between 2 and 3 years of age in male rhesus and reproductive maturity is reached at 4 years. The study group was genotyped for polymorphisms in the monoamine oxidase A (MAOA) and serotonin transporter (SERT) genes that affect serotonin neurotransmission. Growth was assessed with morphometrics at 4 month intervals and radiographs of long bones were taken at 12 month intervals to evaluate skeletal growth and maturation. No effects of fluoxetine, or MAOA or SERT genotype were found for growth during the first year of the study. Linear growth began to slow during the second year of the study and serotonin reuptake transporter (SERT) long polymorphic region (5HTTLPR) polymorphism effects with drug interactions emerged. Monkeys with two SERT 5HTTLPR L alleles (LL, putative greater transcription) had 25-39% less long bone growth, depending on the bone, than monkeys with one S and one L allele (SL). More advanced skeletal maturity was also seen in the LL group, suggesting earlier onset of puberty. An interaction between 5HTTLPR polymorphisms and fluoxetine was identified for femur and tibia growth; the 5HTTLPR effect was seen in controls (40% less growth for LL) but not in the fluoxetine treated group (10% less growth for LL). A role for serotonin in peripubertal skeletal growth and maturation has not previously been investigated but may be relevant to treatment of children with SSRIs.
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Affiliation(s)
- Mari S Golub
- Department of Environmental Toxicology, University of California, Davis, Davis, CA 95616, USA.
| | - Alicia M Bulleri
- California National Primate Research Center, University of California, Davis, Davis, CA 95616, USA
| | - Casey E Hogrefe
- California National Primate Research Center, University of California, Davis, Davis, CA 95616, USA
| | - Richard J Sherwood
- Division of Morphological Sciences and Biostatistics, Boonshoft School of Medicine, Wright State University, Dayton, OH 45434, USA
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Biason TP, Goldberg TBL, Kurokawa CS, Moretto MR, Teixeira AS, Nunes HRDC. Low-dose combined oral contraceptive use is associated with lower bone mineral content variation in adolescents over a 1-year period. BMC Endocr Disord 2015; 15:15. [PMID: 25990414 PMCID: PMC4443632 DOI: 10.1186/s12902-015-0012-7] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2014] [Accepted: 03/26/2015] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Low-dose combined oral contraceptives (COCs) can interfere with bone mass acquisition during adolescence. This study aimed to evaluate bone mineral density (BMD) and bone mineral content (BMC) in female adolescents taking a standard low-dose COC (ethinylestradiol 20 μg/desogestrel 150 μg) over a 1-year period and to compare their data with those of healthy adolescents from the same age group not taking COCs. METHODS This was a non-randomized parallel-control study with a 1-year follow-up. Sixty-seven adolescents aged from 12 to 19 years, divided into COC users (n = 41) taking 20 μg ethinylestradiol/150 μg desogestrel and COC non-user controls (n = 26), were evaluated by bone densitometry examinations at baseline and after 12 months. Comparisons between the groups at the study onset were performed using the Mann-Whitney test with the significance level fixed at 5% or p < 0.05. Comparisons between the groups at the study onset and after 12 months were based on variations in the median percentages for bone mass variables. RESULTS The COC users presented with low bone mass acquisition in the lumbar spine, and had BMD and BMC median variations of 2.07% and +1.57%, respectively, between the measurements at baseline and 12 months. The control group had median variations of +12.16% and +16.84% for BMD and BMC, respectively, over the same period. The total body BMD and BMC showed similar evolutions during the study in both groups. Statistical significance (p < 0.05) was seen for the BMC percentage variation between COC users and non-users. CONCLUSIONS Use of a low-dose COC (ethinylestradiol 20 μg/desogestrel 150 μg) was associated with lower bone mass acquisition in adolescents during the study period. TRIAL REGISTRATION Registry Number, RBR-5h9b3c.
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Affiliation(s)
- Talita Poli Biason
- Department of Pediatrics, Adolescent Medicine Discipline, Graduate Program in Gynecology, Obstetrics, and Mastology, Botucatu School of Medicine, São Paulo State University (UNESP), São Paulo, Brazil.
| | - Tamara Beres Lederer Goldberg
- Department of Pediatrics, Adolescent Medicine Discipline, Graduate Program in Gynecology, Obstetrics, and Mastology, Botucatu School of Medicine, São Paulo State University (UNESP), São Paulo, Brazil.
| | - Cilmery Suemi Kurokawa
- Clinical and Experimental Pediatrics Research Center, Department of Pediatrics, Botucatu Medical School, São Paulo State University (UNESP), São Paulo, Brazil.
| | - Maria Regina Moretto
- Clinical and Experimental Pediatrics Research Center, Department of Pediatrics, Botucatu Medical School, São Paulo State University (UNESP), São Paulo, Brazil.
| | - Altamir Santos Teixeira
- Department of Tropical Diseases and Diagnostic Imaging, Botucatu School of Medicine, São Paulo State University (UNESP), São Paulo, Brazil.
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May A, Pettifor JM, Norris SA, Ramsay M, Lombard Z. Genetic factors influencing bone mineral content in a black South African population. J Bone Miner Metab 2013; 31:708-16. [PMID: 23475190 PMCID: PMC3825635 DOI: 10.1007/s00774-013-0431-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2012] [Accepted: 01/24/2013] [Indexed: 11/30/2022]
Abstract
Bone mass differs according to ethnic classification, with individuals of African ancestry attaining the highest measurements across numerous skeletal sites. Elevated bone mass is even maintained in those individuals exposed to adverse environmental factors, suggesting a prominent genetic effect that may have clinical or therapeutic value. Using a candidate gene approach, we investigated associations of six candidate genes (ESR1, TNFRSF11A, TNFRSF11B, TNFSF11, SOST and SPP1) with bone mass at the hip and lumbar spine amongst pre-pubertal black South African children (mean age 10.6 years) who formed part of the longitudinal Birth to Twenty cohort. 151 black children were genotyped at 366 polymorphic loci, including 112 previously associated and 254 tagging single nucleotide polymorphisms (SNPs). Linear regression was used to highlight significant associations whilst adjusting for height, weight, sex and bone area. Twenty-seven markers (8 previously associated and 19 tag SNPs; P < 0.05) were found to be associated with either femoral neck (18) or lumbar spine (9) bone mineral content. These signals were derived from three genes, namely ESR1 (17), TNFRSF11B (9) and SPP1 (1). One marker (rs2485209) maintained its association with the femoral neck after correction for multiple testing (P = 0.038). When compared to results amongst Caucasian adults, we detected differences with respect to associated skeletal sites. Allele frequencies and linkage disequilibrium patterns were also significantly different between populations. Hence, our results support the existence of a strong genetic effect acting at the femoral neck in black South African children, whilst simultaneously highlighting possible causes that account for inter-ethnic bone mass diversity.
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Affiliation(s)
- Andrew May
- />Division of Human Genetics, School of Pathology, Faculty of Health Sciences, National Health Laboratory Service, University of the Witwatersrand, Watkins-Pitchford Building, Room 109, Cnr Hospital and De Korte Street, Braamfontein, 2000 Johannesburg South Africa
| | - John M. Pettifor
- />MRC/Wits Developmental Pathways for Health Research Unit, Department of Paediatrics, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, 2000 South Africa
| | - Shane A. Norris
- />MRC/Wits Developmental Pathways for Health Research Unit, Department of Paediatrics, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, 2000 South Africa
| | - Michèle Ramsay
- />Division of Human Genetics, School of Pathology, Faculty of Health Sciences, National Health Laboratory Service, University of the Witwatersrand, Watkins-Pitchford Building, Room 109, Cnr Hospital and De Korte Street, Braamfontein, 2000 Johannesburg South Africa
| | - Zané Lombard
- />Division of Human Genetics, School of Pathology, Faculty of Health Sciences, National Health Laboratory Service, University of the Witwatersrand, Watkins-Pitchford Building, Room 109, Cnr Hospital and De Korte Street, Braamfontein, 2000 Johannesburg South Africa
- />Wits Bioinformatics, University of the Witwatersrand, Private Bag 3, Wits, 2050 Johannesburg South Africa
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Duren DL, Seselj M, Froehle AW, Nahhas RW, Sherwood RJ. Skeletal growth and the changing genetic landscape during childhood and adulthood. AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY 2013; 150:48-57. [PMID: 23283664 PMCID: PMC3539213 DOI: 10.1002/ajpa.22183] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2012] [Accepted: 10/03/2012] [Indexed: 01/15/2023]
Abstract
Growth, development, and decline of the human skeleton are of central importance to physical anthropology. All processes of skeletal growth (longitudinal growth as well as gains and losses of bone mass) are subjected to environmental and genetic influences. These influences, and their relative contributions to the phenotype, can be asserted at any stage of life. We present here the gross phenotypic and genetic landscapes of four skeletal traits, and show how they vary across the life span. Phenotypic sex differences are found in bone diameter and cortical index (a ratio of cortical thickness over bone diameter) at a very early age and continue throughout most of life. Sexual dimorphism in summed cortical thickness and bone length, however, is not evident until shortly after the pubertal growth spurt. Genetic contributions (heritability) to these skeletal phenotypes are generally moderate to high. Bone length and bone diameter (which both scale with body size) tend to have the highest heritability, with heritability of bone length fairly stable across ages (with a notable dip in early childhood) and that of bone diameter peaking in early childhood. The bone traits summed cortical thickness and cortical index that may better reflect bone mass, a more plastic phenomenon, have slightly lower genetic influences, on average. Results from our phenotypic and genetic landscapes serve three key purposes: 1) demonstration of the integrated nature of the genetic and environmental underpinnings of skeletal form, 2) identification of periods of bone's relative sensitivity to genetic and environmental influences, 3) and stimulation of hypotheses predicting the effects of exposure to environmental variables on the skeleton, given variation in the underlying genetic architecture.
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Affiliation(s)
- Dana L Duren
- Division of Morphological Sciences and Biostatistics, Lifespan Health Research Center, Department of Community Health, Boonshoft School of Medicine, Wright State University, Dayton, OH 45420, USA.
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Ma NS, Gordon CM. Pediatric osteoporosis: where are we now? J Pediatr 2012; 161:983-90. [PMID: 22974578 DOI: 10.1016/j.jpeds.2012.07.057] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2012] [Revised: 06/19/2012] [Accepted: 07/26/2012] [Indexed: 12/18/2022]
Affiliation(s)
- Nina S Ma
- Division of Endocrinology, Children's Hospital Boston, Harvard Medical School, Boston, MA 02115, USA.
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Sešelj M, Nahhas RW, Sherwood RJ, Chumlea WC, Towne B, Duren DL. The influence of age at menarche on cross-sectional geometry of bone in young adulthood. Bone 2012; 51:38-45. [PMID: 22513271 PMCID: PMC3584571 DOI: 10.1016/j.bone.2012.03.030] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2012] [Revised: 02/24/2012] [Accepted: 03/29/2012] [Indexed: 11/24/2022]
Abstract
Elucidating the somatic and maturational influences on the biomechanical properties of bone in children is crucial for a proper understanding of bone strength and quality in childhood and later life, and has significant potential for predicting adult fracture and osteoporosis risks. The ability of a long bone to resist bending and torsion is primarily a function of its cross-sectional geometric properties, and is negatively impacted by smaller external bone diameter. In pubescent girls, elevated levels of estrogen impede subperiosteal bone growth and increase endosteal bone deposition, resulting in bones averaging a smaller external and internal diameter relative to boys. In addition, given a well-documented secular trend for an earlier menarche, the age at which the rate of subperiosteal bone deposition decreases may also be younger in more recent cohorts of girls. In this study we examined the relationship between pubertal timing and subsequent bone strength in girls. Specifically, we investigated the effects of age at menarche on bone strength indicators (polar moment of inertia and section modulus) determined from cross-sectional geometry of the second metacarpal (MC2) using data derived from serial hand-wrist radiographs of female participants (N=223) in the Fels Longitudinal Study, with repeated measures of MC2 between the ages of 7 and 35 years. Using multivariate regression models, we evaluated the effects of age at menarche on associations between measures of bone strength in early adulthood and the same measures at a prepubertal age. Results indicate that later age at menarche is associated with stronger adult bone (in torsion and bending) when controlling for prepubertal bone strength (R(2) ranged between 0.54 and 0.70, p<0.001). Since cross-sectional properties of bone in childhood may have long lasting implications, they should be considered along with pubertal timing in assessing risk for future fracture and in clinical recommendations.
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Affiliation(s)
- Maja Sešelj
- Division of Morphological Sciences and Biostatistics, Lifespan Health Research Center, Department of Community Health, Wright State University Boonshoft School of Medicine, USA.
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