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Nowak J, Aronin J, Beg F, O’Malley N, Ferrick M, Quattrin T, Pavlesen S, Hadjiargyrou M, Komatsu DE, Thanos PK. The Effects of Chronic Psychostimulant Administration on Bone Health: A Review. Biomedicines 2024; 12:1914. [PMID: 39200379 PMCID: PMC11351835 DOI: 10.3390/biomedicines12081914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Revised: 08/08/2024] [Accepted: 08/19/2024] [Indexed: 09/02/2024] Open
Abstract
(1) Background: Methylphenidate (MP) and amphetamine (AMP) are psychostimulants that are widely prescribed to treat Attention Deficit Hyperactivity Disorder (ADHD) and narcolepsy. In recent years, 6.1 million children received an ADHD diagnosis, and nearly 2/3 of these children were prescribed psychostimulants for treatment. The purpose of this review is to summarize the current literature on psychostimulant use and the resulting effects on bone homeostasis, biomechanical properties, and functional integrity. (2) Methods: Literature searches were conducted from Medline/PubMed electronic databases utilizing the search terms "methylphenidate" OR "amphetamine" OR "methylphenidate" AND "bone health" AND "bone remodeling" AND "osteoclast" AND "osteoblast" AND "dopamine" from 01/1985 to 04/2023. (3) Results: Of the 550 publications found, 44 met the inclusion criteria. Data from identified studies demonstrate that the use of MP and AMP results in decreases in specific bone properties and biomechanical integrity via downstream effects on osteoblasts and osteoclast-related genes. (4) Conclusions: The chronic use of psychostimulants negatively affects bone integrity and strength as a result of increased osteoclast activity. These data support the need to take this into consideration when planning the treatment type and duration for bone fractures.
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Affiliation(s)
- Jessica Nowak
- Behavioral Neuropharmacology and Neuroimaging Laboratory on Addictions (BNNLA), Clinical Research Institute on Addictions, Department of Pharmacology and Toxicology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY 14203, USA
| | - Jacob Aronin
- Behavioral Neuropharmacology and Neuroimaging Laboratory on Addictions (BNNLA), Clinical Research Institute on Addictions, Department of Pharmacology and Toxicology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY 14203, USA
| | - Faraaz Beg
- Behavioral Neuropharmacology and Neuroimaging Laboratory on Addictions (BNNLA), Clinical Research Institute on Addictions, Department of Pharmacology and Toxicology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY 14203, USA
| | - Natasha O’Malley
- Department of Orthopaedics, University of Rochester Medical Center, Rochester, NY 14642, USA
| | - Michael Ferrick
- Department of Orthopaedics, Jacobs School of Medicine, University at Buffalo, Buffalo, NY 14203, USA
| | - Teresa Quattrin
- UBMD Pediatrics, JR Oishei Children’s Hospital, University at Buffalo, Buffalo, NY 14203, USA
| | - Sonja Pavlesen
- Clinical Research Center, UBMD Orthopaedics & Sports Medicine, 111 N Maplemere Rd., Suite 100, Buffalo, NY 14221, USA
| | - Michael Hadjiargyrou
- Department of Biological and Chemical Sciences, New York Institute of Technology, Westbury, NY 11568, USA;
| | - David E. Komatsu
- Department of Orthopaedics and Rehabilitation, Stony Brook University, Stony Brook, NY 11794, USA
| | - Panayotis K. Thanos
- Behavioral Neuropharmacology and Neuroimaging Laboratory on Addictions (BNNLA), Clinical Research Institute on Addictions, Department of Pharmacology and Toxicology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY 14203, USA
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Park C, Rouzi MD, Atique MMU, Finco MG, Mishra RK, Barba-Villalobos G, Crossman E, Amushie C, Nguyen J, Calarge C, Najafi B. Machine Learning-Based Aggression Detection in Children with ADHD Using Sensor-Based Physical Activity Monitoring. SENSORS (BASEL, SWITZERLAND) 2023; 23:4949. [PMID: 37430862 PMCID: PMC10221870 DOI: 10.3390/s23104949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 05/10/2023] [Accepted: 05/20/2023] [Indexed: 07/12/2023]
Abstract
Aggression in children is highly prevalent and can have devastating consequences, yet there is currently no objective method to track its frequency in daily life. This study aims to investigate the use of wearable-sensor-derived physical activity data and machine learning to objectively identify physical-aggressive incidents in children. Participants (n = 39) aged 7 to 16 years, with and without ADHD, wore a waist-worn activity monitor (ActiGraph, GT3X+) for up to one week, three times over 12 months, while demographic, anthropometric, and clinical data were collected. Machine learning techniques, specifically random forest, were used to analyze patterns that identify physical-aggressive incident with 1-min time resolution. A total of 119 aggression episodes, lasting 7.3 ± 13.1 min for a total of 872 1-min epochs including 132 physical aggression epochs, were collected. The model achieved high precision (80.2%), accuracy (82.0%), recall (85.0%), F1 score (82.4%), and area under the curve (89.3%) to distinguish physical aggression epochs. The sensor-derived feature of vector magnitude (faster triaxial acceleration) was the second contributing feature in the model, and significantly distinguished aggression and non-aggression epochs. If validated in larger samples, this model could provide a practical and efficient solution for remotely detecting and managing aggressive incidents in children.
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Affiliation(s)
- Catherine Park
- Interdisciplinary Consortium on Advanced Motion Performance (iCAMP), Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX 77030, USA; (C.P.); (M.D.R.); (M.M.U.A.); (M.G.F.); (R.K.M.)
| | - Mohammad Dehghan Rouzi
- Interdisciplinary Consortium on Advanced Motion Performance (iCAMP), Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX 77030, USA; (C.P.); (M.D.R.); (M.M.U.A.); (M.G.F.); (R.K.M.)
| | - Md Moin Uddin Atique
- Interdisciplinary Consortium on Advanced Motion Performance (iCAMP), Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX 77030, USA; (C.P.); (M.D.R.); (M.M.U.A.); (M.G.F.); (R.K.M.)
| | - M. G. Finco
- Interdisciplinary Consortium on Advanced Motion Performance (iCAMP), Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX 77030, USA; (C.P.); (M.D.R.); (M.M.U.A.); (M.G.F.); (R.K.M.)
| | - Ram Kinker Mishra
- Interdisciplinary Consortium on Advanced Motion Performance (iCAMP), Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX 77030, USA; (C.P.); (M.D.R.); (M.M.U.A.); (M.G.F.); (R.K.M.)
| | - Griselda Barba-Villalobos
- Menninger Department of Psychiatry and Behavioral Sciences and Department of Pediatrics, Baylor College of Medicine, Texas Children’s Hospital, Houston, TX 77030, USA; (G.B.-V.); (E.C.); (C.A.); (J.N.)
| | - Emily Crossman
- Menninger Department of Psychiatry and Behavioral Sciences and Department of Pediatrics, Baylor College of Medicine, Texas Children’s Hospital, Houston, TX 77030, USA; (G.B.-V.); (E.C.); (C.A.); (J.N.)
| | - Chima Amushie
- Menninger Department of Psychiatry and Behavioral Sciences and Department of Pediatrics, Baylor College of Medicine, Texas Children’s Hospital, Houston, TX 77030, USA; (G.B.-V.); (E.C.); (C.A.); (J.N.)
| | - Jacqueline Nguyen
- Menninger Department of Psychiatry and Behavioral Sciences and Department of Pediatrics, Baylor College of Medicine, Texas Children’s Hospital, Houston, TX 77030, USA; (G.B.-V.); (E.C.); (C.A.); (J.N.)
| | - Chadi Calarge
- Menninger Department of Psychiatry and Behavioral Sciences and Department of Pediatrics, Baylor College of Medicine, Texas Children’s Hospital, Houston, TX 77030, USA; (G.B.-V.); (E.C.); (C.A.); (J.N.)
| | - Bijan Najafi
- Interdisciplinary Consortium on Advanced Motion Performance (iCAMP), Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX 77030, USA; (C.P.); (M.D.R.); (M.M.U.A.); (M.G.F.); (R.K.M.)
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Bone Health and BMD Research in Pediatric and Adolescent Individuals with ASD: Current Data, Evaluation, and Next Steps. Clin Rev Bone Miner Metab 2019. [DOI: 10.1007/s12018-019-09268-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Gillentine MA, White JJ, Grochowski CM, Lupski JR, Schaaf CP, Calarge CA, Calarge CA. CHRNA7 copy number gains are enriched in adolescents with major depressive and anxiety disorders. J Affect Disord 2018; 239:247-252. [PMID: 30029151 PMCID: PMC6273479 DOI: 10.1016/j.jad.2018.07.017] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2018] [Revised: 05/15/2018] [Accepted: 07/07/2018] [Indexed: 12/19/2022]
Abstract
OBJECTIVE Neuronal nicotinic acetylcholine receptors (nAChRs), specifically the α7 nAChR encoded by the gene CHRNA7, have been implicated in behavior regulation in animal models. In humans, copy number variants (CNVs) of CHRNA7 are found in a range of neuropsychiatric disorders, including mood and anxiety disorders. Here, we aimed to determine the prevalence of CHRNA7 CNVs among adolescents and young adults with major depressive disorder (MDD) and anxiety disorders. METHODS Twelve to 21 year-old participants with MDD and/or anxiety disorders (34% males, mean ± std age: 18.9 ± 1.8 years) were assessed for CHRNA7 copy number state using droplet digital PCR (ddPCR) and genomic quantitative PCR (qPCR). Demographic, anthropometric, and clinical data, including the Beck Anxiety Index (BAI), Beck Depression Inventory (BDI), and the Inventory of Depressive Symptoms (IDS) were collected and compared across individuals with and without a CHRNA7 CNV. RESULTS Of 205 individuals, five (2.4%) were found to carry a CHRNA7 gain, significantly higher than the general population. No CHRNA7 deletions were identified. Clinically, the individuals carrying CHRNA7 duplications did not differ significantly from copy neutral individuals with MDD and/or anxiety disorders. CONCLUSIONS CHRNA7 gains are relatively prevalent among young individuals with MDD and anxiety disorders (odds ratio = 4.032) without apparent distinguishing clinical features. Future studies should examine the therapeutic potential of α7 nAChR targeting drugs to ameliorate depressive and anxiety disorders.
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Affiliation(s)
- Madelyn A. Gillentine
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas.,Jan and Dan Neurological Research Institute, Texas Children’s Hospital, Houston, Texas
| | - Janson J. White
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas
| | | | - James R. Lupski
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas.,Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas.,Texas Children’s Hospital, Houston, Texas
| | - Christian P. Schaaf
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas.,Jan and Dan Neurological Research Institute, Texas Children’s Hospital, Houston, Texas
| | - Chadi A. Calarge
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, Texas
| | - Chadi A Calarge
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX 77030, United States.
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Calarge CA, Mills JA, Karaviti L, Teixeira AL, Zemel BS, Garcia JM. Selective Serotonin Reuptake Inhibitors Reduce Longitudinal Growth in Risperidone-Treated Boys. J Pediatr 2018; 201:245-251. [PMID: 29958671 PMCID: PMC6153035 DOI: 10.1016/j.jpeds.2018.05.040] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2018] [Revised: 04/12/2018] [Accepted: 05/22/2018] [Indexed: 12/11/2022]
Abstract
OBJECTIVES To examine whether selective serotonin reuptake inhibitors (SSRIs) inhibit longitudinal growth in children and adolescents, particularly in the early stages of puberty, using a sample of convenience comprising risperidone-treated boys. STUDY DESIGN Data from four clinic-based studies in risperidone-treated 5- to 17-year-old boys with no general medical conditions were combined for this analysis. Anthropometric measurements and psychotropic treatment history were extracted from the medical and pharmacy records. Linear mixed effects regression analyses examined the association between SSRI use and change in age-sex-specific height and body mass index z scores, after adjusting for relevant confounders. RESULTS Risperidone-treated boys (n = 267; age: 12.7 ± 2.7 years), 71% of whom had ever taken an SSRI, contributed to the analysis. After adjusting for age, psychostimulant and antipsychotic use, and time in the study, both the duration of SSRI use as well as the cumulative dose were inversely associated with height z score after age 11 years (P < .0001). After adjusting for baseline height, duration of SSRI use was most strongly inversely associated with height z score in Tanner stages 3 and 4 boys who took SSRIs continuously (r = -0.69, P < .009). No association was observed with body mass index z score. CONCLUSIONS In risperidone-treated boys, SSRI use is associated with reduced longitudinal growth, particularly in those undergoing puberty. Whether adult height or other metabolic or psychological outcomes are affected remains to be determined.
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Affiliation(s)
- Chadi A. Calarge
- Menninger Department of Psychiatry and Behavioral Science and Department of Pediatrics, Baylor College of Medicine, Texas Children’s Hospital, 6701 Fannin Street, Suite 1740, Houston, TX 77030-2399, Tel: 832-824-4764, Fax: 832-825-8981,
| | - James A. Mills
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA
| | | | - Antonio L. Teixeira
- Department of Psychiatry, The University of Texas Health Science Center at Houston, Houston, TX
| | - Babette S. Zemel
- Department of Pediatrics, The University of Pennsylvania, Philadelphia, PA
| | - Jose M. Garcia
- Department of Internal Medicine, The University of Washington, Seattle, WA
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Abstract
PURPOSE OF REVIEW Psychotropics are prescribed to youth at rapidly growing rates and may negatively impact bone health. Little awareness exists of this association among prescribing providers. Childhood and adolescence are critical times for bone development. Understanding these effects and their management is important to informed psychotropic use. RECENT FINDINGS Through a variety of mechanisms, antidepressants, benzodiazepines, mood stabilizers, neuroleptics, and stimulants may all negatively impact pediatric bone health. This confers added risk of osteoporosis in a population already at high risk for suboptimal bone health. Awareness of psychotropic-mediated effects on pediatric bone development is clinically relevant to the use and monitoring of these agents. Clinicians can manage these effects through informed consent, vitamin D supplementation, lifestyle modifications, and reducing polypharmacy. For mood stabilizers, vitamin D level monitoring and secondary prevention is indicated. Future longitudinal studies and development of monitoring guidelines regarding psychotropic impact on bone health are necessary.
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Affiliation(s)
- Jessie N Rice
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, University of Michigan Medical School, 4250 Plymouth Road, SPC 5766, Ann Arbor, MI, 48109-2700, USA.
| | - Carrie B Gillett
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, University of Michigan Medical School, 4250 Plymouth Road, SPC 5766, Ann Arbor, MI, 48109-2700, USA
| | - Nasuh M Malas
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, University of Michigan Medical School, 4250 Plymouth Road, SPC 5766, Ann Arbor, MI, 48109-2700, USA.,Department of Pediatrics and Communicable Diseases, University of Michigan Medical School, Ann Arbor, MI, USA
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Calarge CA, Mills JA, Ziegler EE, Schlechte JA. Calcium and Vitamin D Supplementation in Boys with Risperidone-Induced Hyperprolactinemia: A Randomized, Placebo-Controlled Pilot Study. J Child Adolesc Psychopharmacol 2018; 28:145-150. [PMID: 29112461 PMCID: PMC5831755 DOI: 10.1089/cap.2017.0104] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
BACKGROUND The chronic use of antipsychotics has been associated with impaired bone mineralization, partially mediated by hyperprolactinemia. We examined if calcium and vitamin D supplementation promote bone mineral accrual in boys with risperidone-induced hyperprolactinemia. METHODS Between February 2009 and November 2013, medically healthy, 5- to 17-year-old boys were enrolled in a 36-week double-blind, placebo-controlled study, examining the skeletal effects of supplementation with 1250 mg calcium carbonate and 400 IU of vitamin D3 in risperidone-induced hyperprolactinemia. Anthropometric, dietary, physical activity, and psychiatric assessments were conducted at baseline and week 18 and 36. Plasma prolactin and vitamin D concentrations were measured at baseline and week 36. Total body less head bone mineral content (BMC) and radius trabecular bone mineral density (BMD) were measured at baseline, week 18, and week 36, using dual-energy X-ray absorptiometry and peripheral quantitative computed tomography, respectively. Linear mixed-effects regression analysis examined the longitudinal effect of treatment on skeletal outcomes. RESULTS Forty-seven boys (mean age: 11.0 ± 2.6 years) were randomized and 38 completed the study. At study entry, the average dietary calcium intake was below the recommended limit, but the average vitamin D concentration was normal. Calcium and vitamin D supplementation failed to significantly increase BMC or trabecular BMD. It also failed to affect several other skeletal and anthropometric outcomes, including plasma vitamin D concentration. CONCLUSIONS In this 9-month long pilot study, supplementation with a modest dose of calcium and vitamin D did not increase bone mass accrual in risperidone-treated boys with hyperprolactinemia. Alternative approaches should be investigated to optimize bone health in this population to prevent future morbidity and premature mortality. ClinicalTrials.gov Identifier: NCT00799383.
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Affiliation(s)
- Chadi A. Calarge
- Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, Texas
- Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - James A. Mills
- Department of Psychiatry, The University of Iowa, Iowa City, Iowa
| | | | - Janet A. Schlechte
- Department of Internal Medicine, The University of Iowa, Iowa City, Iowa
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Abstract
To examine bone mass in children and adolescents with autism spectrum disorders (ASD). Risperidone-treated 5 to 17 year-old males underwent anthropometric and bone measurements, using dual-energy X-ray absorptiometry and peripheral quantitative computed tomography. Multivariable linear regression analysis models examined whether skeletal outcomes differed among participants with (n = 30) versus without ASD (n = 156). After adjusting for potential covariates, having ASD was associated with significantly lower trabecular bone mineral density and bone strength at the radius, and with marginally lower total body less head bone mineral content (p < 0.09). No differences at the lumbar spine were observed. ASD are associated with lower bone mass. Future studies should investigate interventions to optimize skeletal health in ASD.
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Affiliation(s)
- Chadi A Calarge
- Menninger Department of Psychiatry and Behavioral Science and Department of Pediatrics, Baylor College of Medicine, Texas Children's Hospital, 1102 Bates Ave, Suite 790, Houston, TX, 77030, USA.
| | - Janet A Schlechte
- Department of Internal Medicine, The University of Iowa Carver College of Medicine, Iowa City, 52242, IA, USA
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Gillentine MA, White JJ, Grochowski CM, Lupski JR, Schaaf CP, Calarge CA. CHRNA7 Deletions are Enriched in Risperidone-Treated Children and Adolescents. J Child Adolesc Psychopharmacol 2017; 27:908-915. [PMID: 28817303 PMCID: PMC5725633 DOI: 10.1089/cap.2017.0068] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Aggression is among the most common indications for referral to child and adolescent mental health services and is often challenging to treat. Understanding the biological underpinnings of aggression could help optimize treatment efficacy. Neuronal nicotinic acetylcholine receptors (nAChRs), specifically the α7 nAChR, encoded by the gene CHRNA7, have been implicated in aggressive behaviors in animal models as well as humans. Copy number variants (CNVs) of CHRNA7 are found in individuals with neuropsychiatric disorders, often with comorbid aggression. In this study, we aimed to determine the prevalence of CHRNA7 CNVs among individuals treated with risperidone, predominantly for irritability and aggression. METHODS Risperidone-treated children and adolescents were assessed for CHRNA7 copy number state using droplet digital PCR and genomic quantitative PCR. Demographic, anthropometric, and clinical data, including the Child Behavior Checklist (CBCL), were collected and compared across individuals with and without the CHRNA7 deletion. RESULTS Of 218 individuals (90% males, mean age: 12.3 ± 2.3 years), 7 (3.2%) were found to carry a CHRNA7 deletion and one proband carried a CHRNA7 duplication (0.46%). T-scores for rule breaking, aggression, and externalizing behavior factors of the CBCL were higher in the deletion group, despite taking 58% higher dose of risperidone. CONCLUSIONS CHRNA7 loss may contribute to a phenotype of severe aggression. Given the high prevalence of the deletion among risperidone-treated youth, future studies should examine the therapeutic potential of α7 nAChR-targeting drugs to target aggression associated with CHRNA7 deletions.
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Affiliation(s)
- Madelyn A. Gillentine
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas.,Jan and Dan Neurological Research Institute, Texas Children's Hospital, Houston, Texas
| | - Janson J. White
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas
| | | | - James R. Lupski
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas.,Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas.,Texas Children's Hospital, Houston, Texas
| | - Christian P. Schaaf
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas.,Jan and Dan Neurological Research Institute, Texas Children's Hospital, Houston, Texas
| | - Chadi A. Calarge
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, Texas
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