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Sefik E, Duan K, Li Y, Sholar B, Evans L, Pincus J, Ammar Z, Murphy MM, Klaiman C, Saulnier CA, Pulver SL, Goldman-Yassen AE, Guo Y, Walker EF, Li L, Mulle JG, Shultz S. Structural deviations of the posterior fossa and the cerebellum and their cognitive links in a neurodevelopmental deletion syndrome. Mol Psychiatry 2024:10.1038/s41380-024-02584-8. [PMID: 38744992 DOI: 10.1038/s41380-024-02584-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 04/16/2024] [Accepted: 04/23/2024] [Indexed: 05/16/2024]
Abstract
High-impact genetic variants associated with neurodevelopmental disorders provide biologically-defined entry points for mechanistic investigation. The 3q29 deletion (3q29Del) is one such variant, conferring a 40-100-fold increased risk for schizophrenia, as well as high risk for autism and intellectual disability. However, the mechanisms leading to neurodevelopmental disability remain largely unknown. Here, we report the first in vivo quantitative neuroimaging study in individuals with 3q29Del (N = 24) and neurotypical controls (N = 1608) using structural MRI. Given prior radiology reports of posterior fossa abnormalities in 3q29Del, we focused our investigation on the cerebellum and its tissue-types and lobules. Additionally, we compared the prevalence of cystic/cyst-like malformations of the posterior fossa between 3q29Del and controls and examined the association between neuroanatomical findings and quantitative traits to probe gene-brain-behavior relationships. 3q29Del participants had smaller cerebellar cortex volumes than controls, before and after correction for intracranial volume (ICV). An anterior-posterior gradient emerged in finer grained lobule-based and voxel-wise analyses. 3q29Del participants also had larger cerebellar white matter volumes than controls following ICV-correction and displayed elevated rates of posterior fossa arachnoid cysts and mega cisterna magna findings independent of cerebellar volume. Cerebellar white matter and subregional gray matter volumes were associated with visual-perception and visual-motor integration skills as well as IQ, while cystic/cyst-like malformations yielded no behavioral link. In summary, we find that abnormal development of cerebellar structures may represent neuroimaging-based biomarkers of cognitive and sensorimotor function in 3q29Del, adding to the growing evidence identifying cerebellar pathology as an intersection point between syndromic and idiopathic forms of neurodevelopmental disabilities.
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Affiliation(s)
- Esra Sefik
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
- Department of Psychology, Emory University, Atlanta, GA, USA
| | - Kuaikuai Duan
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Tri-institutional Center for Translational Research in Neuroimaging and Data Science, Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, USA
| | - Yiheng Li
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Brittney Sholar
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Marcus Autism Center, Children's Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA, USA
| | - Lindsey Evans
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Marcus Autism Center, Children's Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA, USA
| | - Jordan Pincus
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Marcus Autism Center, Children's Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA, USA
| | - Zeena Ammar
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Marcus Autism Center, Children's Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA, USA
| | - Melissa M Murphy
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Cheryl Klaiman
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Marcus Autism Center, Children's Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA, USA
| | - Celine A Saulnier
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Neurodevelopmental Assessment & Consulting Services, Atlanta, GA, USA
| | - Stormi L Pulver
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Marcus Autism Center, Children's Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA, USA
| | - Adam E Goldman-Yassen
- Department of Radiology, Children's Healthcare of Atlanta, Atlanta, GA, USA
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Ying Guo
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Elaine F Walker
- Department of Psychology, Emory University, Atlanta, GA, USA
| | - Longchuan Li
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Marcus Autism Center, Children's Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA, USA
| | - Jennifer G Mulle
- Department of Psychiatry, Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ, USA.
| | - Sarah Shultz
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA.
- Marcus Autism Center, Children's Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA, USA.
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2
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Mori D, Ikeda R, Sawahata M, Yamaguchi S, Kodama A, Hirao T, Arioka Y, Okumura H, Inami C, Suzuki T, Hayashi Y, Kato H, Nawa Y, Miyata S, Kimura H, Kushima I, Aleksic B, Mizoguchi H, Nagai T, Nakazawa T, Hashimoto R, Kaibuchi K, Kume K, Yamada K, Ozaki N. Phenotypes for general behavior, activity, and body temperature in 3q29 deletion model mice. Transl Psychiatry 2024; 14:138. [PMID: 38453903 PMCID: PMC10920862 DOI: 10.1038/s41398-023-02679-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 11/15/2023] [Accepted: 11/23/2023] [Indexed: 03/09/2024] Open
Abstract
Whole genome analysis has identified rare copy number variations (CNV) that are strongly involved in the pathogenesis of psychiatric disorders, and 3q29 deletion has been found to have the largest effect size. The 3q29 deletion mice model (3q29-del mice) has been established as a good pathological model for schizophrenia based on phenotypic analysis; however, circadian rhythm and sleep, which are also closely related to neuropsychiatric disorders, have not been investigated. In this study, our aims were to reevaluate the pathogenesis of 3q29-del by recreating model mice and analyzing their behavior and to identify novel new insights into the temporal activity and temperature fluctuations of the mouse model using a recently developed small implantable accelerometer chip, Nano-tag. We generated 3q29-del mice using genome editing technology and reevaluated common behavioral phenotypes. We next implanted Nano-tag in the abdominal cavity of mice for continuous measurements of long-time activity and body temperature. Our model mice exhibited weight loss similar to that of other mice reported previously. A general behavioral battery test in the model mice revealed phenotypes similar to those observed in mouse models of schizophrenia, including increased rearing frequency. Intraperitoneal implantation of Nano-tag, a miniature acceleration sensor, resulted in hypersensitive and rapid increases in the activity and body temperature of 3q29-del mice upon switching to lights-off condition. Similar to the 3q29-del mice reported previously, these mice are a promising model animals for schizophrenia. Successive quantitative analysis may provide results that could help in treating sleep disorders closely associated with neuropsychiatric disorders.
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Affiliation(s)
- Daisuke Mori
- Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, Japan.
- Brain and Mind Research Center, Nagoya University, Nagoya, Japan.
- Department of Pathophysiology of Mental Disorders, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan.
| | - Ryosuke Ikeda
- Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Masahito Sawahata
- Department of Neuropsychopharmacology and Hospital Pharmacy, Nagoya University, Graduate School of Medicine, Nagoya, Japan
- Department of Applied Pharmacology, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, Japan
| | - Sho Yamaguchi
- Department of Neuropharmacology, Graduate School of Pharmaceutical Sciences, Nagoya City University, Nagoya, Japan
| | - Akiko Kodama
- Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Takashi Hirao
- Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yuko Arioka
- Department of Pathophysiology of Mental Disorders, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
- Center for Advanced Medicine and Clinical Research, Nagoya University Hospital, Nagoya, Japan
| | - Hiroki Okumura
- Department of Pathophysiology of Mental Disorders, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
- Department of Neuropsychopharmacology and Hospital Pharmacy, Nagoya University, Graduate School of Medicine, Nagoya, Japan
| | - Chihiro Inami
- Department of Pathophysiology of Mental Disorders, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
- Department of Neuropsychopharmacology and Hospital Pharmacy, Nagoya University, Graduate School of Medicine, Nagoya, Japan
- Department of Neuropharmacology, Graduate School of Pharmaceutical Sciences, Nagoya City University, Nagoya, Japan
| | - Toshiaki Suzuki
- Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yu Hayashi
- Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Hidekazu Kato
- Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yoshihiro Nawa
- Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Seiko Miyata
- Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Hiroki Kimura
- Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Itaru Kushima
- Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, Japan
- Medical Genomics Center, Nagoya University Hospital, Nagoya, Japan
| | - Branko Aleksic
- Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Hiroyuki Mizoguchi
- Department of Neuropsychopharmacology and Hospital Pharmacy, Nagoya University, Graduate School of Medicine, Nagoya, Japan
| | - Taku Nagai
- Department of Neuropsychopharmacology and Hospital Pharmacy, Nagoya University, Graduate School of Medicine, Nagoya, Japan
- Division of Behavioral Neuropharmacology, International Center for Brain Science (ICBS), Fujita Health University, Toyoake, Japan
| | - Takanobu Nakazawa
- Laboratory of Molecular Biology, Department of Bioscience, Graduate School of Life Sciences, Tokyo University of Agriculture, Tokyo, Japan
| | - Ryota Hashimoto
- Department of Pathology of Mental Diseases, National Institute of Mental Health, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Kozo Kaibuchi
- Division of Cell Biology, International Center for Brain Science, Fujita Health University, 1-98 Dengakugakubo, Kusukake-cho, Toyoake, Aichi, Japan
| | - Kazuhiko Kume
- Department of Neuropharmacology, Graduate School of Pharmaceutical Sciences, Nagoya City University, Nagoya, Japan
| | - Kiyofumi Yamada
- Department of Neuropsychopharmacology and Hospital Pharmacy, Nagoya University, Graduate School of Medicine, Nagoya, Japan
| | - Norio Ozaki
- Department of Pathophysiology of Mental Disorders, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
- Institute for Glyco-core Research (iGCORE), Nagoya University, Furo-cho, Chikusa-ku, Nagoya, Japan
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Visibelli E, Vigna G, Nascimben C, Benavides-Varela S. Neurobiology of numerical learning. Neurosci Biobehav Rev 2024; 158:105545. [PMID: 38220032 DOI: 10.1016/j.neubiorev.2024.105545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 12/29/2023] [Accepted: 01/09/2024] [Indexed: 01/16/2024]
Abstract
Numerical abilities are complex cognitive skills essential for dealing with requirements of the modern world. Although the brain structures and functions underlying numerical cognition in different species have long been appreciated, genetic and molecular techniques have more recently expanded the knowledge about the mechanisms underlying numerical learning. In this review, we discuss the status of the research related to the neurobiological bases of numerical abilities. We consider how genetic factors have been associated with mathematical capacities and how these link to the current knowledge of brain regions underlying these capacities in human and non-human animals. We further discuss the extent to which significant variations in the levels of specific neurotransmitters may be used as potential markers of individual performance and learning difficulties and take into consideration the therapeutic potential of brain stimulation methods to modulate learning and improve interventional outcomes. The implications of this research for formulating a more comprehensive view of the neural basis of mathematical learning are discussed.
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Affiliation(s)
- Emma Visibelli
- Department of Developmental Psychology and Socialization, University of Padova, Padova, Italy; Padova Neuroscience Center, University of Padova, Padova, Italy
| | - Giulia Vigna
- Department of Developmental Psychology and Socialization, University of Padova, Padova, Italy
| | - Chiara Nascimben
- Department of Developmental Psychology and Socialization, University of Padova, Padova, Italy
| | - Silvia Benavides-Varela
- Department of Developmental Psychology and Socialization, University of Padova, Padova, Italy; Padova Neuroscience Center, University of Padova, Padova, Italy.
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4
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Pollak RM, Burrell TL, Cubells JF, Klaiman C, Murphy MM, Saulnier CA, Walker EF, White SP, Mulle JG. Adaptive behaviour deficits in individuals with 3q29 deletion syndrome. JOURNAL OF INTELLECTUAL DISABILITY RESEARCH : JIDR 2024; 68:113-127. [PMID: 37740553 PMCID: PMC10843465 DOI: 10.1111/jir.13094] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 06/28/2023] [Accepted: 09/02/2023] [Indexed: 09/24/2023]
Abstract
BACKGROUND 3q29 deletion syndrome (3q29del) is associated with a significantly increased risk for neurodevelopmental and neuropsychiatric phenotypes. Mild to moderate intellectual disability (ID) is common in this population, and previous work by our team identified substantial deficits in adaptive behaviour. However, the full profile of adaptive function in 3q29del has not been described nor has it been compared with other genomic syndromes associated with elevated risk for neurodevelopmental and neuropsychiatric phenotypes. METHODS Individuals with 3q29del (n = 32, 62.5% male) were evaluated using the Vineland Adaptive Behaviour Scales, Third Edition, Comprehensive Parent/Caregiver Form (Vineland-3). We explored the relationship between adaptive behaviour and cognitive function, executive function, and neurodevelopmental and neuropsychiatric comorbidities in our 3q29del study sample, and we compared subjects with 3q29del with published data on fragile X syndrome, 22q11.2 deletion syndrome and 16p11.2 deletion and duplication syndromes. RESULTS Individuals with 3q29del had global deficits in adaptive behaviour that were not driven by specific weaknesses in any given domain. Individual neurodevelopmental and neuropsychiatric diagnoses had a small effect on adaptive behaviour, and the cumulative number of comorbid diagnoses was significantly negatively associated with Vineland-3 performance. Both cognitive ability and executive function were significantly associated with adaptive behaviour, and executive function was a better predictor of Vineland-3 performance than cognitive ability. Finally, the severity of adaptive behaviour deficits in 3q29del was distinct from previously published data on comparable genomic disorders. CONCLUSIONS Individuals with 3q29del have significant deficits in adaptive behaviour, affecting all domains assessed by the Vineland-3. Executive function is a better predictor of adaptive behaviour than cognitive ability in this population and suggests that interventions targeting executive function may be an effective therapeutic strategy.
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Affiliation(s)
- R M Pollak
- Center for Advanced Biotechnology and Medicine, Robert Wood Johnson Medical School, Rutgers University, Piscataway, NJ, USA
| | - T L Burrell
- Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, USA
| | - J F Cubells
- Department of Human Genetics, School of Medicine, Emory University, Atlanta, GA, USA
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Emory University, Atlanta, GA, USA
| | - C Klaiman
- Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, USA
- Marcus Autism Center, Children's Healthcare of Atlanta and Emory University, Atlanta, GA, USA
| | - M M Murphy
- Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, USA
| | - C A Saulnier
- Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, USA
- Neurodevelopmental Assessment & Consulting Services, Atlanta, GA, USA
| | - E F Walker
- Department of Psychology, Emory University, Atlanta, GA, USA
| | - S P White
- Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, USA
- Marcus Autism Center, Children's Healthcare of Atlanta and Emory University, Atlanta, GA, USA
| | - J G Mulle
- Center for Advanced Biotechnology and Medicine, Robert Wood Johnson Medical School, Rutgers University, Piscataway, NJ, USA
- Department of Psychiatry, Robert Wood Johnson Medical School, Rutgers University, Piscataway, NJ, USA
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5
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Pollak RM, Mortillo M, Murphy MM, Mulle JG. Behavioral Phenotypes and Comorbidity in 3q29 Deletion Syndrome: Results from the 3q29 Registry. J Autism Dev Disord 2024:10.1007/s10803-023-06218-w. [PMID: 38216835 DOI: 10.1007/s10803-023-06218-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/06/2023] [Indexed: 01/14/2024]
Abstract
3q29 deletion syndrome (3q29del) is associated with a significantly increased risk for neurodevelopmental and neuropsychiatric disorders. However, the full spectrum of behavioral phenotypes associated with 3q29del is still evolving. Individuals with 3q29del (n = 96, 60.42% male) or their guardian completed the Achenbach Child or Adult Behavior Checklist (CBCL/ABCL) via the online 3q29 registry (3q29deletion.org). Typically developing controls (n = 57, 49.12% male) were ascertained as a comparison group. We analyzed mean performance on the CBCL/ABCL for individuals with 3q29del and controls across composite, DSM-keyed, and developmental scales; and the relationship between CBCL/ABCL performance and clinical and developmental phenotypes for individuals with 3q29del. Individuals with 3q29del showed significantly elevated behavioral and developmental impairment relative to controls across CBCL/ABCL domains. A substantial proportion of study participants with 3q29del scored in the Borderline or Clinical range for composite and DSM-keyed scales, indicating significant behavioral problems that may require clinical evaluation. We found that the preschool CBCL DSM-keyed autism spectrum problems scale is a potential screening tool for autism spectrum disorder (ASD) for individuals with 3q29del; CBCL/ABCL DSM-keyed scales were not accurate screeners for anxiety disorders or attention-deficit/hyperactivity disorder (ADHD) in our study sample. We identified a high degree of psychiatric comorbidity in individuals with 3q29del, with 60.42% (n = 58) of individuals with 3q29del scoring in the Borderline or Clinical range on two or more DSM-keyed CBCL/ABCL scales. Finally, we found that the degree of developmental delay in participants with 3q29del does not explain the increased behavioral problems observed on the CBCL/ABCL. The CBCL/ABCL can be used as screening tools in populations such as 3q29del, even in the presence of substantial psychiatric comorbidity. These results expand our understanding of the phenotypic spectrum of 3q29del and demonstrate an effective method for recruiting and phenotyping a large sample of individuals with a rare genetic disorder.
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Affiliation(s)
- Rebecca M Pollak
- Department of Psychiatry, Center for Advanced Biotechnology and Medicine, Robert Wood Johnson Medical School, Rutgers University, 679 Hoes Ln W, Piscataway, NJ, 08854, USA
| | - Michael Mortillo
- Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Melissa M Murphy
- Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, USA
| | - Jennifer G Mulle
- Department of Psychiatry, Center for Advanced Biotechnology and Medicine, Robert Wood Johnson Medical School, Rutgers University, 679 Hoes Ln W, Piscataway, NJ, 08854, USA.
- Department of Psychiatry, Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ, USA.
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6
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Pollak RM, Tilmon JC, Murphy MM, Gambello MJ, Sanchez Russo R, Dormans JP, Mulle JG. Musculoskeletal phenotypes in 3q29 deletion syndrome. Am J Med Genet A 2023; 191:2749-2756. [PMID: 37691301 PMCID: PMC10662927 DOI: 10.1002/ajmg.a.63384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 07/20/2023] [Accepted: 08/10/2023] [Indexed: 09/12/2023]
Abstract
3q29 deletion syndrome (3q29del) is a rare genomic disorder caused by a 1.6 Mb deletion (hg19, chr3:195725000-197350000). 3q29del is associated with neurodevelopmental and psychiatric phenotypes, including an astonishing >40-fold increased risk for schizophrenia, but medical phenotypes are less well-described. We used the online 3q29 registry of 206 individuals (3q29deletion.org) to recruit 57 individuals with 3q29del (56.14% male) and requested information about musculoskeletal phenotypes with a custom questionnaire. 85.96% of participants with 3q29del reported at least one musculoskeletal phenotype. Congenital anomalies were most common (70.18%), with pes planus (40.35%), pectus excavatum (22.81%), and pectus carinatum (5.26%) significantly elevated relative to the pediatric general population. 49.12% of participants reported fatigue after 30 min or less of activity. Bone fractures (8.77%) were significantly elevated relative to the pediatric general population. Participants commonly report receiving medical care for musculoskeletal complaints (71.93%), indicating that these phenotypes impact quality of life for individuals with 3q29del. This is the most comprehensive description of musculoskeletal phenotypes in 3q29del to date, suggests ideas for clinical evaluation, and expands our understanding of the phenotypic spectrum of this syndrome.
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Affiliation(s)
- Rebecca M Pollak
- Center for Advanced Biotechnology and Medicine, Robert Wood Johnson Medical School, Rutgers University, Piscataway, New Jersey, USA
| | - Jacob C Tilmon
- Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Melissa M Murphy
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Michael J Gambello
- Department of Human Genetics, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Rossana Sanchez Russo
- Department of Human Genetics, Emory University School of Medicine, Atlanta, Georgia, USA
| | - John P Dormans
- Emeritus Professor of Orthopedic Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jennifer G Mulle
- Center for Advanced Biotechnology and Medicine, Robert Wood Johnson Medical School, Rutgers University, Piscataway, New Jersey, USA
- Department of Psychiatry, Robert Wood Johnson Medical School, Rutgers University, Piscataway, New Jersey, USA
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7
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Xu X, Luo S, Wang X, Wen X, Yin J, Luo X, He B, Liang C, Xiong S, Zhu D, Lv D, Dai Z, Lin J, Li Y, Lin Z, Chen W, Luo Z, Wang Y, Ma G. Genetic contribution of synapse-associated protein 97 to cerebellar functional connectivity changes in first-episode schizophrenia. BMC Psychiatry 2023; 23:630. [PMID: 37644438 PMCID: PMC10464201 DOI: 10.1186/s12888-023-05036-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 07/19/2023] [Indexed: 08/31/2023] Open
Abstract
Our previous study data suggested that the synapse-associated protein 97 (SAP97) rs3915512 polymorphism is significantly related to clinical performance in schizophrenia. The cerebellum exhibits abundant expression of SAP97, which is involved with negative symptoms, cognition and emotion in schizophrenia. As functional dysconnectivity with the cortical-subcortical-cerebellar circuitry has been widely shown in patients with schizophrenia, cortical-subcortical-cerebellar dysconnectivity can therefore be considered a possible intermediate phenotype that connects risk genes with schizophrenia. In this study, resting-state functional magnetic resonance imaging (fMRI) was applied to evaluate whether the SAP97 rs3915512 polymorphism changes cortical/subcortical-cerebellar resting-state functional connectivity (RSFC) in 104 Han Chinese subjects (52 first-episode schizophrenia (FES) patients and 52 matched healthy controls (HCs)). To examine RSFC between cortical/subcortical regions and the cerebellum, a ROI (region of interest)-wise functional connectivity analysis was conducted. The association between abnormal cortical/subcortical-cerebellar connectivity and clinical manifestation was further assessed in FES patients with different genotypes. The interactive effect of disease and genotype on RSFC was found between the frontal gyrus (rectus) and cerebellum. A positive correlation was suggested between RSFC in the cerebellum and the hostility scores in FES patients with the A allele, and no correlation was found in FES patients with the TT genotype. The current findings identified that SAP97 may be involved in the process of mental symptoms in FES patients via cerebellar connectivity depending on the rs3915512 polymorphism genotype.
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Affiliation(s)
- Xusan Xu
- Institute of Neurology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
- Maternal and Children's Health Research Institute, Shunde Women and Children's Hospital, Guangdong Medical University, Foshan, 528300, China
| | - Shucun Luo
- Department of Radiology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
| | - Xiaoxia Wang
- Institute of Neurology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
- Institute of Neurology, Longjiang Hospital, the Third Affiliated Hospital of Guangdong Medical University, Shunde, 528300, China
| | - Xia Wen
- Institute of Neurology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
| | - Jingwen Yin
- Department of Psychiatry, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
| | - Xudong Luo
- Department of Psychiatry, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
| | - Bin He
- Department of Psychiatry, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
| | - Chunmei Liang
- Institute of Neurology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
| | - Susu Xiong
- Department of Psychiatry, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
| | - Dongjian Zhu
- Department of Psychiatry, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
| | - Dong Lv
- Department of Psychiatry, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
| | - Zhun Dai
- Department of Psychiatry, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
| | - Juda Lin
- Department of Psychiatry, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
| | - You Li
- Institute of Neurology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
| | - Zhixiong Lin
- Department of Psychiatry, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
| | - Wubiao Chen
- Department of Radiology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
| | - Zebin Luo
- Department of Radiology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China.
| | - Yajun Wang
- Maternal and Children's Health Research Institute, Shunde Women and Children's Hospital, Guangdong Medical University, Foshan, 528300, China.
| | - Guoda Ma
- Institute of Neurology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China.
- Maternal and Children's Health Research Institute, Shunde Women and Children's Hospital, Guangdong Medical University, Foshan, 528300, China.
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8
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Purcell RH, Sefik E, Werner E, King AT, Mosley TJ, Merritt-Garza ME, Chopra P, McEachin ZT, Karne S, Raj N, Vaglio BJ, Sullivan D, Firestein BL, Tilahun K, Robinette MI, Warren ST, Wen Z, Faundez V, Sloan SA, Bassell GJ, Mulle JG. Cross-species analysis identifies mitochondrial dysregulation as a functional consequence of the schizophrenia-associated 3q29 deletion. SCIENCE ADVANCES 2023; 9:eadh0558. [PMID: 37585521 PMCID: PMC10431714 DOI: 10.1126/sciadv.adh0558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 07/12/2023] [Indexed: 08/18/2023]
Abstract
The 1.6-megabase deletion at chromosome 3q29 (3q29Del) is the strongest identified genetic risk factor for schizophrenia, but the effects of this variant on neurodevelopment are not well understood. We interrogated the developing neural transcriptome in two experimental model systems with complementary advantages: isogenic human cortical organoids and isocortex from the 3q29Del mouse model. We profiled transcriptomes from isogenic cortical organoids that were aged for 2 and 12 months, as well as perinatal mouse isocortex, all at single-cell resolution. Systematic pathway analysis implicated dysregulation of mitochondrial function and energy metabolism. These molecular signatures were supported by analysis of oxidative phosphorylation protein complex expression in mouse brain and assays of mitochondrial function in engineered cell lines, which revealed a lack of metabolic flexibility and a contribution of the 3q29 gene PAK2. Together, these data indicate that metabolic disruption is associated with 3q29Del and is conserved across species.
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Affiliation(s)
- Ryan H. Purcell
- Laboratory of Translational Cell Biology, Emory University School of Medicine, Atlanta, GA, USA
- Department of Cell Biology, Emory University School of Medicine, Atlanta, GA, USA
| | - Esra Sefik
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | - Erica Werner
- Department of Cell Biology, Emory University School of Medicine, Atlanta, GA, USA
| | - Alexia T. King
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | - Trenell J. Mosley
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | | | - Pankaj Chopra
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | - Zachary T. McEachin
- Laboratory of Translational Cell Biology, Emory University School of Medicine, Atlanta, GA, USA
- Department of Cell Biology, Emory University School of Medicine, Atlanta, GA, USA
| | - Sridhar Karne
- Department of Cell Biology, Emory University School of Medicine, Atlanta, GA, USA
| | - Nisha Raj
- Laboratory of Translational Cell Biology, Emory University School of Medicine, Atlanta, GA, USA
- Department of Cell Biology, Emory University School of Medicine, Atlanta, GA, USA
| | - Brandon J. Vaglio
- Department of Cell Biology and Neuroscience, Rutgers University, Piscataway, NJ, USA
| | - Dylan Sullivan
- Department of Cell Biology and Neuroscience, Rutgers University, Piscataway, NJ, USA
| | - Bonnie L. Firestein
- Department of Cell Biology and Neuroscience, Rutgers University, Piscataway, NJ, USA
| | - Kedamawit Tilahun
- Department of Cell Biology, Emory University School of Medicine, Atlanta, GA, USA
| | - Maxine I. Robinette
- Department of Cell Biology, Emory University School of Medicine, Atlanta, GA, USA
| | - Stephen T. Warren
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | - Zhexing Wen
- Department of Cell Biology, Emory University School of Medicine, Atlanta, GA, USA
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Victor Faundez
- Department of Cell Biology, Emory University School of Medicine, Atlanta, GA, USA
| | - Steven A. Sloan
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | - Gary J. Bassell
- Laboratory of Translational Cell Biology, Emory University School of Medicine, Atlanta, GA, USA
- Department of Cell Biology, Emory University School of Medicine, Atlanta, GA, USA
| | - Jennifer G. Mulle
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
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9
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Pollak RM, Burrell TL, Cubells JF, Klaiman C, Murphy MM, Saulnier CA, Walker EF, White SP, Mulle JG. Visual-Motor Integration Deficits in 3q29 Deletion Syndrome. J Autism Dev Disord 2023:10.1007/s10803-023-06034-2. [PMID: 37354284 DOI: 10.1007/s10803-023-06034-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/31/2023] [Indexed: 06/26/2023]
Abstract
3q29 deletion syndrome (3q29del) is associated with neuropsychiatric and neurodevelopmental phenotypes. We previously reported that graphomotor weakness is present in up to 78% of individuals with 3q29del. We have now explored nuances of the graphomotor phenotype and its association with other comorbidities in this population. Participants were recruited from the online 3q29 registry (3q29deletion.org) for two days of deep phenotyping. 32 individuals with 3q29del (62.5% male) were evaluated with the Beery-Buktenica Developmental Test of Visual-Motor Integration (VMI) to assess visual-motor integration. Participants were also evaluated with measures of cognitive ability, executive function, adaptive behavior, and school function. Males with 3q29del performed significantly worse than females on the VMI and Motor Coordination subtest. VMI performance was significantly associated with ADHD diagnosis and cognitive ability. Compared to published data from individuals with 22q11.2 deletion syndrome, individuals with 3q29del showed significantly more impairment. The 3q29 deletion is associated with substantial deficits in visual-motor integration, Visual Perception, and Motor Coordination. Our data suggests that 3q29del may qualify as a nonverbal learning disability. Future studies should assess whether individuals with 3q29del would benefit from early interventions, including occupational therapy.
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Affiliation(s)
- Rebecca M Pollak
- Center for Advanced Biotechnology and Medicine and Department of Psychiatry, Robert Wood Johnson Medical School, Rutgers University, 679 Hoes Lane West, Piscataway, NJ, 08854, USA
| | - T Lindsey Burrell
- Department of Pediatrics, School of Medicine, Emory University, Atlanta, USA
| | - Joseph F Cubells
- Department of Human Genetics, School of Medicine, Emory University, Atlanta, USA
- Department of Psychiatry and Behavioral Science, School of Medicine, Emory University, Atlanta, USA
| | - Cheryl Klaiman
- Department of Pediatrics, School of Medicine, Emory University, Atlanta, USA
- Marcus Autism Center, Children's Healthcare of Atlanta and Emory University, Atlanta, USA
| | - Melissa M Murphy
- Department of Pediatrics, School of Medicine, Emory University, Atlanta, USA
| | - Celine A Saulnier
- Department of Pediatrics, School of Medicine, Emory University, Atlanta, USA
- Neurodevelopmental Assessment & Consulting Services, Decatur, USA
| | | | - Stormi Pulver White
- Department of Pediatrics, School of Medicine, Emory University, Atlanta, USA
- Marcus Autism Center, Children's Healthcare of Atlanta and Emory University, Atlanta, USA
| | - Jennifer G Mulle
- Center for Advanced Biotechnology and Medicine and Department of Psychiatry, Robert Wood Johnson Medical School, Rutgers University, 679 Hoes Lane West, Piscataway, NJ, 08854, USA.
- Department of Psychiatry, Robert Wood Johnson Medical School, Rutgers University, Piscataway, USA.
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10
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Purcell RH, Sefik E, Werner E, King AT, Mosley TJ, Merritt-Garza ME, Chopra P, McEachin ZT, Karne S, Raj N, Vaglio BJ, Sullivan D, Firestein BL, Tilahun K, Robinette MI, Warren ST, Wen Z, Faundez V, Sloan SA, Bassell GJ, Mulle JG. Cross-species transcriptomic analysis identifies mitochondrial dysregulation as a functional consequence of the schizophrenia-associated 3q29 deletion. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.27.525748. [PMID: 36747819 PMCID: PMC9901184 DOI: 10.1101/2023.01.27.525748] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Recent advances in the genetics of schizophrenia (SCZ) have identified rare variants that confer high disease risk, including a 1.6 Mb deletion at chromosome 3q29 with a staggeringly large effect size (O.R. > 40). Understanding the impact of the 3q29 deletion (3q29Del) on the developing CNS may therefore lead to insights about the pathobiology of schizophrenia. To gain clues about the molecular and cellular perturbations caused by the 3q29 deletion, we interrogated transcriptomic effects in two experimental model systems with complementary advantages: isogenic human forebrain cortical organoids and isocortex from the 3q29Del mouse model. We first created isogenic lines by engineering the full 3q29Del into an induced pluripotent stem cell line from a neurotypical individual. We profiled transcriptomes from isogenic cortical organoids that were aged for 2 months and 12 months, as well as day p7 perinatal mouse isocortex, all at single cell resolution. Differential expression analysis by genotype in each cell-type cluster revealed that more than half of the differentially expressed genes identified in mouse cortex were also differentially expressed in human cortical organoids, and strong correlations were observed in mouse-human differential gene expression across most major cell-types. We systematically filtered differentially expressed genes to identify changes occurring in both model systems. Pathway analysis on this filtered gene set implicated dysregulation of mitochondrial function and energy metabolism, although the direction of the effect was dependent on developmental timepoint. Transcriptomic changes were validated at the protein level by analysis of oxidative phosphorylation protein complexes in mouse brain tissue. Assays of mitochondrial function in human heterologous cells further confirmed robust mitochondrial dysregulation in 3q29Del cells, and these effects are partially recapitulated by ablation of the 3q29Del gene PAK2 . Taken together these data indicate that metabolic disruption is associated with 3q29Del and is conserved across species. These results converge with data from other rare SCZ-associated variants as well as idiopathic schizophrenia, suggesting that mitochondrial dysfunction may be a significant but overlooked contributing factor to the development of psychotic disorders. This cross-species scRNA-seq analysis of the SCZ-associated 3q29 deletion reveals that this copy number variant may produce early and persistent changes in cellular metabolism that are relevant to human neurodevelopment.
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11
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Pollak RM, Tilmon JC, Murphy MM, Gambello MJ, Russo RS, Dormans JP, Mulle JG. Musculoskeletal phenotypes in 3q29 deletion syndrome. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.04.03.23288084. [PMID: 37066183 PMCID: PMC10104205 DOI: 10.1101/2023.04.03.23288084] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/18/2023]
Abstract
3q29 deletion syndrome (3q29del) is a rare genomic disorder caused by a 1.6 Mb deletion (hg19, chr3:195725000â€"197350000). 3q29del is associated with neurodevelopmental and psychiatric phenotypes, including an astonishing >40-fold increased risk for schizophrenia, but medical phenotypes are less well-described. We used the online 3q29 registry ( 3q29deletion.org ) to recruit 57 individuals with 3q29del (56.14% male) and requested information about musculoskeletal phenotypes with a custom questionnaire. 85.96% of participants with 3q29del reported at least one musculoskeletal phenotype. Congenital anomalies were most common (70.18%), with pes planus (40.35%), pectus excavatum (22.81%), and pectus carinatum (5.26%) significantly elevated relative to the pediatric general population. 49.12% of participants reported fatigue after 30 minutes or less of activity. Bone fractures (8.77%) were significantly elevated relative to the pediatric general population, suggesting 3q29del impacts bone strength. Participants commonly report receiving medical care for musculoskeletal complaints (71.93%), indicating that these phenotypes impact quality of life for individuals with 3q29del. This is the most comprehensive description of musculoskeletal phenotypes in 3q29del to date, suggests ideas for clinical evaluation, and expands our understanding of the phenotypic spectrum of this syndrome.
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Affiliation(s)
- Rebecca M Pollak
- Center for Advanced Biotechnology and Medicine, Robert Wood Johnson Medical School, Rutgers University
| | | | | | | | | | - John P Dormans
- Emeritus Professor of Orthopedic Surgery, University of Pennsylvania
| | - Jennifer G Mulle
- Center for Advanced Biotechnology and Medicine, Robert Wood Johnson Medical School, Rutgers University
- Department of Psychiatry, Robert Wood Johnson Medical School, Rutgers University
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12
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Pollak RM, Burrell TL, Cubells JF, Klaiman C, Murphy MM, Saulnier CA, Walker EF, White SP, Mulle JG. Adaptive behavior deficits in individuals with 3q29 deletion syndrome. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.03.31.23288022. [PMID: 37066139 PMCID: PMC10104221 DOI: 10.1101/2023.03.31.23288022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/30/2023]
Abstract
Background 3q29 deletion syndrome (3q29del) is associated with a significantly increased risk for neurodevelopmental and neuropsychiatric phenotypes. Mild to moderate intellectual disability (ID) is common in this population, and previous work by our team identified substantial deficits in adaptive behavior. However, the full profile of adaptive function in 3q29del has not been described, nor has it been compared to other genomic syndromes associated with elevated risk for neurodevelopmental and neuropsychiatric phenotypes. Methods Individuals with 3q29del (n=32, 62.5% male) were evaluated using the Vineland Adaptive Behavior Scales, Third Edition, Comprehensive Parent/Caregiver Form (Vineland-3). We explored the relationship between adaptive behavior and cognitive function, executive function, and neurodevelopmental and neuropsychiatric comorbidities in our 3q29del study sample, and we compared subjects with 3q29del to published data on Fragile X syndrome, 22q11.2 deletion syndrome, and 16p11.2 deletion and duplication syndromes. Results Individuals with 3q29del had global deficits in adaptive behavior that were not driven by specific weaknesses in any given domain. Individual neurodevelopmental and neuropsychiatric diagnoses had a small effect on adaptive behavior, and the cumulative number of comorbid diagnoses was significantly negatively associated with Vineland-3 performance. Both cognitive ability and executive function were significantly associated with adaptive behavior, and executive function was a better predictor of Vineland-3 performance than cognitive ability. Finally, the severity of adaptive behavior deficits in 3q29del was distinct from previously published data on comparable genomic disorders. Conclusions Individuals with 3q29del have significant deficits in adaptive behavior, affecting all domains assessed by the Vineland-3. Executive function is a better predictor of adaptive behavior than cognitive ability in this population and suggests that interventions targeting executive function may be an effective therapeutic strategy.
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Affiliation(s)
- Rebecca M Pollak
- Center for Advanced Biotechnology and Medicine, Robert Wood Johnson Medical School, Rutgers University
| | | | - Joseph F Cubells
- Department of Human Genetics, School of Medicine, Emory University
- Department of Psychiatry and Behavioral Science, School of Medicine, Emory University
| | - Cheryl Klaiman
- Department of Pediatrics, School of Medicine, Emory University
- Marcus Autism Center, Children's Healthcare of Atlanta and Emory University
| | | | - Celine A Saulnier
- Department of Pediatrics, School of Medicine, Emory University
- Neurodevelopmental Assessment & Consulting Services
| | | | - Stormi Pulver White
- Department of Pediatrics, School of Medicine, Emory University
- Marcus Autism Center, Children's Healthcare of Atlanta and Emory University
| | - Jennifer G Mulle
- Center for Advanced Biotechnology and Medicine, Robert Wood Johnson Medical School, Rutgers University
- Department of Psychiatry, Robert Wood Johnson Medical School, Rutgers University
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13
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Abumadini MS, Al Ghamdi KS, Alqahtani AH, Almedallah DK, Callans L, Jarad JA, Cyrus C, Koeleman BPC, Keating BJ, Pankratz N, Al-Ali AK. Genome-wide copy number variant screening of Saudi schizophrenia patients reveals larger deletions in cases versus controls. Front Mol Neurosci 2023; 16:1069375. [PMID: 36846569 PMCID: PMC9950097 DOI: 10.3389/fnmol.2023.1069375] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 01/20/2023] [Indexed: 02/12/2023] Open
Abstract
Introduction Genome-wide association studies have discovered common polymorphisms in regions associated with schizophrenia. No genome-wide analyses have been performed in Saudi schizophrenia subjects. Methods Genome-wide genotyping data from 136 Saudi schizophrenia cases and 97 Saudi controls in addition to 4,625 American were examined for copy number variants (CNVs). A hidden Markov model approach was used to call CNVs. Results CNVs in schizophrenia cases were twice as large on average than CNVs in controls (p = 0.04). The analyses focused on extremely large >250 kilobases CNVs or homozygous deletions of any size. One extremely large deletion was noted in a single case (16.5 megabases on chromosome 10). Two cases had an 814 kb duplication of chromosome 7 spanning a cluster of genes, including circadian-related loci, and two other cases had 277 kb deletions of chromosome 9 encompassing an olfactory receptors gene family. CNVs were also seen in loci previously associated with schizophrenia, namely a 16p11 proximal duplication and two 22q11.2 deletions. Discussion Runs of homozygosity (ROHs) were analyzed across the genome to investigate correlation with schizophrenia risk. While rates and sizes of these ROHs were similar in cases and controls, we identified 10 regions where multiple cases had ROHs and controls did not.
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Affiliation(s)
- Mahdi S. Abumadini
- Department of Psychiatry, King Fahd Hospital of the University, Al-Khobar and College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Kholoud S. Al Ghamdi
- Department of Physiology, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Abdullah H. Alqahtani
- Department of Psychiatry, King Fahd Hospital of the University, Al-Khobar and College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Dana K. Almedallah
- Department of Psychiatry, King Fahd Hospital of the University, Al-Khobar and College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Lauren Callans
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA, United States
| | - Jumanah A. Jarad
- Department of Psychiatry, King Fahd Hospital of the University, Al-Khobar and College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Cyril Cyrus
- Department of Clinical Biochemistry, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Bobby P. C. Koeleman
- Department of Genetics, Division Lab, University Medical Center Utrecht, Utrecht, Netherlands
| | - Brendan J. Keating
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA, United States
| | - Nathan Pankratz
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, United States
| | - Amein K. Al-Ali
- Department of Clinical Biochemistry, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia,*Correspondence: Amein K. Al-Ali, ✉
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14
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Pollak RM, Pincus JE, Burrell TL, Cubells JF, Klaiman C, Murphy MM, Saulnier CA, Walker EF, White SP, Mulle JG. Autism spectrum disorder symptom expression in individuals with 3q29 deletion syndrome. Mol Autism 2022; 13:50. [PMID: 36566217 PMCID: PMC9789637 DOI: 10.1186/s13229-022-00533-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 12/11/2022] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND The 1.6 Mb 3q29 deletion is associated with neurodevelopmental and neuropsychiatric phenotypes, including a 19-fold increased risk for autism spectrum disorder (ASD). Previous work by our team identified elevated social disability in this population via parent-report questionnaires. However, clinical features of ASD in this population have not been explored in detail. METHODS Thirty-one individuals with 3q29 deletion syndrome (3q29del, 61.3% male) were evaluated using two gold-standard clinical ASD evaluations: the Autism Diagnostic Observation Schedule, Second Edition (ADOS-2), and the Autism Diagnostic Interview, Revised (ADI-R). Four matched comparators for each subject were ascertained from the National Database for Autism Research. Item-level scores on the ADOS-2 and ADI-R were compared between subjects with 3q29del and matched comparators. RESULTS Subjects with 3q29del and no ASD (3q29del-ASD) had greater evidence of social disability compared to typically developing (TD) comparison subjects across the ADOS-2. Subjects with 3q29del and ASD (3q29del + ASD) were largely indistinguishable from non-syndromic ASD (nsASD) subjects on the ADOS-2. 3q29del + ASD performed significantly better on social communication on the ADI-R than nsASD (3q29 + ASD mean = 11.36; nsASD mean = 15.70; p = 0.01), and this was driven by reduced deficits in nonverbal communication (3q29 + ASD mean = 1.73; nsASD mean = 3.63; p = 0.03). 3q29del + ASD reported significantly later age at the first two-word phrase compared to nsASD (3q29del + ASD mean = 43.89 months; nsASD mean = 37.86 months; p = 0.01). However, speech delay was not related to improved nonverbal communication in 3q29del + ASD. LIMITATIONS There were not enough TD comparators with ADI-R data in NDAR to include in the present analysis. Additionally, our relatively small sample size made it difficult to assess race and ethnicity effects. CONCLUSIONS 3q29del is associated with significant social disability, irrespective of ASD diagnosis. 3q29del + ASD have similar levels of social disability to nsASD, while 3q29del-ASD have significantly increased social disability compared to TD individuals. However, social communication is reasonably well preserved in 3q29del + ASD relative to nsASD. It is critical that verbal ability and social disability be examined separately in this population to ensure equal access to ASD and social skills evaluations and services.
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Affiliation(s)
- Rebecca M. Pollak
- grid.430387.b0000 0004 1936 8796Center for Advanced Biotechnology and Medicine, Robert Wood Johnson Medical School, Rutgers University, Piscataway, NJ USA
| | - Jordan E. Pincus
- grid.189967.80000 0001 0941 6502Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA USA ,grid.189967.80000 0001 0941 6502Marcus Autism Center, Children’s Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA USA ,grid.256304.60000 0004 1936 7400Clinical Psychology, College of Arts and Sciences, Georgia State University, Atlanta, GA USA
| | - T. Lindsey Burrell
- grid.189967.80000 0001 0941 6502Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA USA
| | - Joseph F. Cubells
- grid.189967.80000 0001 0941 6502Department of Human Genetics, School of Medicine, Emory University, Atlanta, GA USA ,grid.189967.80000 0001 0941 6502Department of Psychiatry and Behavioral Science, School of Medicine, Emory University, Atlanta, GA USA
| | - Cheryl Klaiman
- grid.189967.80000 0001 0941 6502Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA USA ,grid.189967.80000 0001 0941 6502Marcus Autism Center, Children’s Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA USA
| | - Melissa M. Murphy
- grid.189967.80000 0001 0941 6502Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA USA
| | - Celine A. Saulnier
- grid.189967.80000 0001 0941 6502Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA USA ,Neurodevelopmental Assessment and Consulting Services, Decatur, GA USA
| | - Elaine F. Walker
- grid.189967.80000 0001 0941 6502Department of Psychology, Emory University, Atlanta, GA USA
| | - Stormi Pulver White
- grid.189967.80000 0001 0941 6502Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA USA ,grid.189967.80000 0001 0941 6502Marcus Autism Center, Children’s Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA USA
| | - Jennifer G. Mulle
- grid.430387.b0000 0004 1936 8796Center for Advanced Biotechnology and Medicine, Robert Wood Johnson Medical School, Rutgers University, Piscataway, NJ USA ,grid.430387.b0000 0004 1936 8796Department of Psychiatry, Robert Wood Johnson Medical School, Rutgers University, 679 Hoes Lane West, NJ 08854 Piscataway, USA
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Wawrzonek AJ, Sharp W, Burrell TL, Gillespie SE, Pollak RM, Murphy MM, Mulle JG. Symptoms of Pediatric Feeding Disorders Among Individuals with 3q29 Deletion Syndrome: A Case-Control Study. J Dev Behav Pediatr 2022; 43:e170-e178. [PMID: 34636361 PMCID: PMC8953387 DOI: 10.1097/dbp.0000000000001009] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Accepted: 04/08/2021] [Indexed: 11/26/2022]
Abstract
OBJECTIVE The goal of this study was to evaluate symptoms of pediatric feeding disorder in a sample of individuals with 3q29 deletion syndrome (3q29Del). Previous research has found that individuals with 3q29Del may experience elevated feeding concerns in early childhood; however, the specificity of these feeding concerns is not well understood. METHODS We compared individuals with 3q29Del (N = 83) with controls (N = 59) using an 11-item survey that assessed commonly reported symptoms associated with pediatric feeding disorders. An exploratory analysis also examined individuals with 3q29Del with and without a comorbid global developmental delay (GDD) or an autism spectrum disorder diagnosis. RESULTS Caregivers of 3q29Del cases reported higher incidences of feeding concerns on 10 of the 11 items included in the survey. This included statistically significant differences in food refusal behaviors, rejection of 1 or more food groups, and a history of failure to thrive. Parents of children with comorbid GDD were more likely to report concerns regarding food selectivity and problem behaviors during mealtime. CONCLUSION The results suggest individuals with 3q29Del experience increased symptoms of pediatric feeding disorder that may require targeted evaluation and intervention for optimal outcomes. Future research should include a more thorough multidisciplinary evaluation to further elucidate symptom severity and optimal treatment strategies.
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Affiliation(s)
- Addam J. Wawrzonek
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA
- Multidisciplinary Pediatric Feeding Disorders Program, Marcus Autism Center, Children's Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA
| | - William Sharp
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA
- Multidisciplinary Pediatric Feeding Disorders Program, Marcus Autism Center, Children's Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA
| | - Teresa Lindsey Burrell
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA
- Multidisciplinary Pediatric Feeding Disorders Program, Marcus Autism Center, Children's Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA
| | - Scott E. Gillespie
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA
| | - Rebecca M. Pollak
- Genetics and Molecular Biology Program, Laney Graduate School, Emory University, Atlanta, GA
| | - Melissa M. Murphy
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA
| | - Jennifer G. Mulle
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA
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Metabolic effects of the schizophrenia-associated 3q29 deletion. Transl Psychiatry 2022; 12:66. [PMID: 35177588 PMCID: PMC8854723 DOI: 10.1038/s41398-022-01824-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 01/14/2022] [Accepted: 01/21/2022] [Indexed: 11/09/2022] Open
Abstract
The 1.6 Mb 3q29 deletion is associated with developmental and psychiatric phenotypes, including a 40-fold increased risk for schizophrenia. Reduced birth weight and a high prevalence of feeding disorders in patients suggest underlying metabolic dysregulation. We investigated 3q29 deletion-induced metabolic changes using our previously generated heterozygous B6.Del16+/Bdh1-Tfrc mouse model. Animals were provided either standard chow (STD) or high-fat diet (HFD). Growth curves were performed on HFD mice to assess weight change (n = 30-50/group). Indirect calorimetry and untargeted metabolomics were performed on STD and HFD mice to evaluate metabolic phenotypes (n = 8-14/group). A behavioral battery was performed on STD and HFD mice to assess behavior change after the HFD challenge (n = 5-13/group). We found that B6.Del16+/Bdh1-Tfrc animals preferentially use dietary lipids as an energy source. Untargeted metabolomics of liver tissue showed a strong sex-dependent effect of the 3q29 deletion on fat metabolism. A HFD partially rescued the 3q29 deletion-associated weight deficit in females, but not males. Untargeted metabolomics of liver tissue after HFD revealed persistent fat metabolism alterations in females. The HFD did not affect B6.Del16+/Bdh1-Tfrc behavioral phenotypes, suggesting that 3q29 deletion-associated metabolic and behavioral outcomes are uncoupled. Our data suggest that dietary interventions to improve weight phenotypes in 3q29 deletion syndrome patients are unlikely to exacerbate behavioral manifestations. Our study also highlights the importance of assessing sex in metabolic studies and suggests that mechanisms underlying 3q29 deletion-associated metabolic phenotypes are sex-specific.
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Kay Y, Tsan L, Davis EA, Tian C, Décarie-Spain L, Sadybekov A, Pushkin AN, Katritch V, Kanoski SE, Herring BE. Schizophrenia-associated SAP97 mutations increase glutamatergic synapse strength in the dentate gyrus and impair contextual episodic memory in rats. Nat Commun 2022; 13:798. [PMID: 35145085 PMCID: PMC8831576 DOI: 10.1038/s41467-022-28430-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 01/05/2022] [Indexed: 12/24/2022] Open
Abstract
Mutations in the putative glutamatergic synapse scaffolding protein SAP97 are associated with the development of schizophrenia in humans. However, the role of SAP97 in synaptic regulation is unclear. Here we show that SAP97 is expressed in the dendrites of granule neurons in the dentate gyrus but not in the dendrites of other hippocampal neurons. Schizophrenia-related perturbations of SAP97 did not affect CA1 pyramidal neuron synapse function. Conversely, these perturbations produce dramatic augmentation of glutamatergic neurotransmission in granule neurons that can be attributed to a release of perisynaptic GluA1-containing AMPA receptors into the postsynaptic densities of perforant pathway synapses. Furthermore, inhibiting SAP97 function in the dentate gyrus was sufficient to impair contextual episodic memory. Together, our results identify a cell-type-specific synaptic regulatory mechanism in the dentate gyrus that, when disrupted, impairs contextual information processing in rats. The effects of SAP97 mutations associated with schizophrenia on synaptic function are unclear. Here, the authors show that schizophrenia-related SAP97 mutations enhance glutamatergic synapse strength in the dentate gyrus, impairing contextual episodic memory in rats.
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Affiliation(s)
- Yuni Kay
- Neuroscience Graduate Program, University of Southern California, Los Angeles, CA, 90089, USA
| | - Linda Tsan
- Neuroscience Graduate Program, University of Southern California, Los Angeles, CA, 90089, USA
| | - Elizabeth A Davis
- Department of Biological Sciences, Human and Evolutionary Biology Section, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA, 90089, USA
| | - Chen Tian
- Neuroscience Graduate Program, University of Southern California, Los Angeles, CA, 90089, USA
| | - Léa Décarie-Spain
- Department of Biological Sciences, Human and Evolutionary Biology Section, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA, 90089, USA
| | - Anastasiia Sadybekov
- Department of Chemistry, University of Southern California, Los Angeles, CA, 90089, USA
| | - Anna N Pushkin
- Neuroscience Graduate Program, University of Southern California, Los Angeles, CA, 90089, USA
| | - Vsevolod Katritch
- Department of Chemistry, University of Southern California, Los Angeles, CA, 90089, USA.,Quantitative and Computational Biology, University of Southern California, Los Angeles, CA, 90089, USA
| | - Scott E Kanoski
- Neuroscience Graduate Program, University of Southern California, Los Angeles, CA, 90089, USA.,Department of Biological Sciences, Human and Evolutionary Biology Section, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA, 90089, USA
| | - Bruce E Herring
- Neuroscience Graduate Program, University of Southern California, Los Angeles, CA, 90089, USA. .,Department of Biological Sciences, Neurobiology Section, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA, 90089, USA.
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18
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Glassford MR, Purcell RH, Pass S, Murphy MM, Bassell GJ, Mulle JG. Caregiver Perspectives on a Child's Diagnosis of 3q29 Deletion: "We Can't Just Wish This Thing Away". J Dev Behav Pediatr 2022; 43:e94-e102. [PMID: 34320535 PMCID: PMC8792091 DOI: 10.1097/dbp.0000000000000977] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 02/15/2021] [Indexed: 01/03/2023]
Abstract
OBJECTIVE Genetic diagnoses are increasingly common in cases of intellectual disability and developmental delay. Although ascertainment of a relatively common, well-studied variant may provide guidance related to treatments and developmental expectations, it is less clear how the diagnosis of a rare variant affects caregivers, especially when the phenotype may include later-onset manifestations such as psychosis. In this study, we sought to identify caregiver concerns in the first qualitative study to assess the psychosocial impact of diagnosis on caregivers of individuals with 3q29 deletion syndrome (3q29Del), which is associated with a 40-fold increase in risk for psychosis. METHODS Participants were recruited from the national 3q29Del registry housed at Emory University (3q29deletion.org). Fifteen participants completed a semistructured phone interview during which they were asked about their experiences before, during, and after their child received a diagnosis of 3q29Del. Interview responses were analyzed using the general inductive approach, and overarching themes were identified. RESULTS We identified the following overarching themes: difficult "diagnostic odyssey," mixed feelings about diagnosis, frustration with degree of uncertainty, and importance of resources. Importantly, our data suggest that future risk for psychosis is often not disclosed by medical professionals, consistent with the experience of individuals with 22q11.2 deletion syndrome. CONCLUSIONS These results highlight potential gaps in how caregivers are informed of risk for adult-onset conditions and indicate key caregiver concerns for consideration in the diagnosis of 3q29Del.
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Affiliation(s)
- Megan R Glassford
- Department of Human Genetics, Emory University School of Medicine, Atlanta GA; Ms. Glassford is now with the Department of Pediatric Genetics, University of Michigan, Ann Arbor, MI; Ms. Pass is now with the Anderson Cancer Center, University of Texas, Houston, TX
| | - Ryan H Purcell
- Department of Cell Biology, Emory University School of Medicine, Atlanta, GA
| | - Sarah Pass
- Department of Human Genetics, Emory University School of Medicine, Atlanta GA; Ms. Glassford is now with the Department of Pediatric Genetics, University of Michigan, Ann Arbor, MI; Ms. Pass is now with the Anderson Cancer Center, University of Texas, Houston, TX
| | - Melissa M Murphy
- Department of Human Genetics, Emory University School of Medicine, Atlanta GA; Ms. Glassford is now with the Department of Pediatric Genetics, University of Michigan, Ann Arbor, MI; Ms. Pass is now with the Anderson Cancer Center, University of Texas, Houston, TX
| | - Gary J Bassell
- Department of Cell Biology, Emory University School of Medicine, Atlanta, GA
| | - Jennifer G Mulle
- Department of Human Genetics, Emory University School of Medicine, Atlanta GA; Ms. Glassford is now with the Department of Pediatric Genetics, University of Michigan, Ann Arbor, MI; Ms. Pass is now with the Anderson Cancer Center, University of Texas, Houston, TX
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta GA
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19
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Priol AC, Denis L, Boulanger G, Thépaut M, Geoffray MM, Tordjman S. Detection of Morphological Abnormalities in Schizophrenia: An Important Step to Identify Associated Genetic Disorders or Etiologic Subtypes. Int J Mol Sci 2021; 22:ijms22179464. [PMID: 34502372 PMCID: PMC8430486 DOI: 10.3390/ijms22179464] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 08/06/2021] [Indexed: 12/20/2022] Open
Abstract
Current research suggests that alterations in neurodevelopmental processes, involving gene X environment interactions during key stages of brain development (prenatal period and adolescence), are a major risk for schizophrenia. First, epidemiological studies supporting a genetic contribution to schizophrenia are presented in this article, including family, twin, and adoption studies. Then, an extensive literature review on genetic disorders associated with schizophrenia is reviewed. These epidemiological findings and clinical observations led researchers to conduct studies on genetic associations in schizophrenia, and more specifically on genomics (CNV: copy-number variant, and SNP: single nucleotide polymorphism). The main structural (CNV) and sequence (SNP) variants found in individuals with schizophrenia are reported here. Evidence of genetic contributions to schizophrenia and current knowledge on genetic syndromes associated with this psychiatric disorder highlight the importance of a clinical genetic examination to detect minor physical anomalies in individuals with ultra-high risk of schizophrenia. Several dysmorphic features have been described in schizophrenia, especially in early onset schizophrenia, and can be viewed as neurodevelopmental markers of vulnerability. Early detection of individuals with neurodevelopmental abnormalities is a fundamental issue to develop prevention and diagnostic strategies, therapeutic intervention and follow-up, and to ascertain better the underlying mechanisms involved in the pathophysiology of schizophrenia.
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Affiliation(s)
- Anne-Clémence Priol
- Pôle Hospitalo-Universitaire de Psychiatrie de l’Enfant et de l’Adolescent (PHUPEA), Centre Hospitalier Guillaume Régnier, University of Rennes 1, 35000 Rennes, France; (L.D.); (G.B.); (M.T.)
- Correspondence: (A.-C.P.); (S.T.); Tel.: +33-2-99-51-06-04 (A.-C.P. & S.T.); Fax: +33-2-99-32-46-98 (A.-C.P. & S.T.)
| | - Laure Denis
- Pôle Hospitalo-Universitaire de Psychiatrie de l’Enfant et de l’Adolescent (PHUPEA), Centre Hospitalier Guillaume Régnier, University of Rennes 1, 35000 Rennes, France; (L.D.); (G.B.); (M.T.)
| | - Gaella Boulanger
- Pôle Hospitalo-Universitaire de Psychiatrie de l’Enfant et de l’Adolescent (PHUPEA), Centre Hospitalier Guillaume Régnier, University of Rennes 1, 35000 Rennes, France; (L.D.); (G.B.); (M.T.)
| | - Mathieu Thépaut
- Pôle Hospitalo-Universitaire de Psychiatrie de l’Enfant et de l’Adolescent (PHUPEA), Centre Hospitalier Guillaume Régnier, University of Rennes 1, 35000 Rennes, France; (L.D.); (G.B.); (M.T.)
| | - Marie-Maude Geoffray
- Department of Child and Adolescent Psychiatry, Centre Hospitalier Le Vinatier, 69500 Bron, France;
| | - Sylvie Tordjman
- Pôle Hospitalo-Universitaire de Psychiatrie de l’Enfant et de l’Adolescent (PHUPEA), Centre Hospitalier Guillaume Régnier, University of Rennes 1, 35000 Rennes, France; (L.D.); (G.B.); (M.T.)
- CIC (Clinical Investigation Center) 1414 Inserm, Centre Hospitalier Universitaire (CHU) de Rennes, University of Rennes 1, 35033 Rennes, France
- Integrative Neuroscience and Cognition Center (INCC), CNRS UMR 8002, University of Paris, 75006 Paris, France
- Correspondence: (A.-C.P.); (S.T.); Tel.: +33-2-99-51-06-04 (A.-C.P. & S.T.); Fax: +33-2-99-32-46-98 (A.-C.P. & S.T.)
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20
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Sefik E, Purcell RH, Walker EF, Bassell GJ, Mulle JG. Convergent and distributed effects of the 3q29 deletion on the human neural transcriptome. Transl Psychiatry 2021; 11:357. [PMID: 34131099 PMCID: PMC8206125 DOI: 10.1038/s41398-021-01435-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Revised: 04/29/2021] [Accepted: 05/07/2021] [Indexed: 12/13/2022] Open
Abstract
The 3q29 deletion (3q29Del) confers high risk for schizophrenia and other neurodevelopmental and psychiatric disorders. However, no single gene in this interval is definitively associated with disease, prompting the hypothesis that neuropsychiatric sequelae emerge upon loss of multiple functionally-connected genes. 3q29 genes are unevenly annotated and the impact of 3q29Del on the human neural transcriptome is unknown. To systematically formulate unbiased hypotheses about molecular mechanisms linking 3q29Del to neuropsychiatric illness, we conducted a systems-level network analysis of the non-pathological adult human cortical transcriptome and generated evidence-based predictions that relate 3q29 genes to novel functions and disease associations. The 21 protein-coding genes located in the interval segregated into seven clusters of highly co-expressed genes, demonstrating both convergent and distributed effects of 3q29Del across the interrogated transcriptomic landscape. Pathway analysis of these clusters indicated involvement in nervous-system functions, including synaptic signaling and organization, as well as core cellular functions, including transcriptional regulation, posttranslational modifications, chromatin remodeling, and mitochondrial metabolism. Top network-neighbors of 3q29 genes showed significant overlap with known schizophrenia, autism, and intellectual disability-risk genes, suggesting that 3q29Del biology is relevant to idiopathic disease. Leveraging "guilt by association", we propose nine 3q29 genes, including one hub gene, as prioritized drivers of neuropsychiatric risk. These results provide testable hypotheses for experimental analysis on causal drivers and mechanisms of the largest known genetic risk factor for schizophrenia and highlight the study of normal function in non-pathological postmortem tissue to further our understanding of psychiatric genetics, especially for rare syndromes like 3q29Del, where access to neural tissue from carriers is unavailable or limited.
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Affiliation(s)
- Esra Sefik
- grid.189967.80000 0001 0941 6502Department of Human Genetics, Emory University School of Medicine, Atlanta, GA USA ,grid.189967.80000 0001 0941 6502Department of Psychology, Emory University, Atlanta, GA USA
| | - Ryan H. Purcell
- grid.189967.80000 0001 0941 6502Department of Cell Biology, Emory University School of Medicine, Atlanta, GA USA ,grid.189967.80000 0001 0941 6502Laboratory of Translational Cell Biology, Emory University School of Medicine, Atlanta, GA USA
| | | | - Elaine F. Walker
- grid.189967.80000 0001 0941 6502Department of Psychology, Emory University, Atlanta, GA USA
| | - Gary J. Bassell
- grid.189967.80000 0001 0941 6502Department of Cell Biology, Emory University School of Medicine, Atlanta, GA USA ,grid.189967.80000 0001 0941 6502Laboratory of Translational Cell Biology, Emory University School of Medicine, Atlanta, GA USA
| | - Jennifer G. Mulle
- grid.189967.80000 0001 0941 6502Department of Human Genetics, Emory University School of Medicine, Atlanta, GA USA ,grid.189967.80000 0001 0941 6502Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA USA
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21
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Mosley TJ, Johnston HR, Cutler DJ, Zwick ME, Mulle JG. Sex-specific recombination patterns predict parent of origin for recurrent genomic disorders. BMC Med Genomics 2021; 14:154. [PMID: 34107974 PMCID: PMC8190997 DOI: 10.1186/s12920-021-00999-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 06/02/2021] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Structural rearrangements of the genome, which generally occur during meiosis and result in large-scale (> 1 kb) copy number variants (CNV; deletions or duplications ≥ 1 kb), underlie genomic disorders. Recurrent pathogenic CNVs harbor similar breakpoints in multiple unrelated individuals and are primarily formed via non-allelic homologous recombination (NAHR). Several pathogenic NAHR-mediated recurrent CNV loci demonstrate biases for parental origin of de novo CNVs. However, the mechanism underlying these biases is not well understood. METHODS We performed a systematic, comprehensive literature search to curate parent of origin data for multiple pathogenic CNV loci. Using a regression framework, we assessed the relationship between parental CNV origin and the male to female recombination rate ratio. RESULTS We demonstrate significant association between sex-specific differences in meiotic recombination and parental origin biases at these loci (p = 1.07 × 10-14). CONCLUSIONS Our results suggest that parental origin of CNVs is largely influenced by sex-specific recombination rates and highlight the need to consider these differences when investigating mechanisms that cause structural variation.
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Affiliation(s)
- Trenell J Mosley
- Graduate Program in Genetics and Molecular Biology, Laney Graduate School, Emory University, 201 Dowman Drive, Atlanta, GA, 30322, USA
- Department of Human Genetics, Emory University School of Medicine, 615 Michael Street, Whitehead Building Suite 300, Atlanta, GA, 30322, USA
| | - H Richard Johnston
- Department of Human Genetics, Emory University School of Medicine, 615 Michael Street, Whitehead Building Suite 300, Atlanta, GA, 30322, USA
- Emory Integrated Computational Core, Emory University, 101 Woodruff Circle, Atlanta, GA, 30322, USA
| | - David J Cutler
- Department of Human Genetics, Emory University School of Medicine, 615 Michael Street, Whitehead Building Suite 300, Atlanta, GA, 30322, USA
| | - Michael E Zwick
- Department of Human Genetics, Emory University School of Medicine, 615 Michael Street, Whitehead Building Suite 300, Atlanta, GA, 30322, USA
- Department of Pediatrics, Emory University School of Medicine, 2015 Uppergate Drive, Atlanta, GA, 30322, USA
| | - Jennifer G Mulle
- Department of Human Genetics, Emory University School of Medicine, 615 Michael Street, Whitehead Building Suite 300, Atlanta, GA, 30322, USA.
- Department of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Road NE, Atlanta, GA, 30322, USA.
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22
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Mak BC, Sanchez Russo R, Gambello MJ, Fleischer N, Black ED, Leslie E, Murphy MM, Mulle JG. Craniofacial features of 3q29 deletion syndrome: Application of next-generation phenotyping technology. Am J Med Genet A 2021; 185:2094-2101. [PMID: 33938623 PMCID: PMC8250870 DOI: 10.1002/ajmg.a.62227] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Revised: 03/23/2021] [Accepted: 03/27/2021] [Indexed: 12/21/2022]
Abstract
3q29 deletion syndrome (3q29del) is a recurrent deletion syndrome associated with neuropsychiatric disorders and congenital anomalies. Dysmorphic facial features have been described but not systematically characterized. This study aims to detail the 3q29del craniofacial phenotype and use a machine learning approach to categorize individuals with 3q29del through analysis of 2D photos. Detailed dysmorphology exam and 2D facial photos were ascertained from 31 individuals with 3q29del. Photos were used to train the next-generation phenotyping algorithm DeepGestalt (Face2Gene by FDNA, Inc, Boston, MA) to distinguish 3q29del cases from controls and all other recognized syndromes. Area under the curve of receiver operating characteristic curves (AUC-ROC) was used to determine the capacity of Face2Gene to identify 3q29del cases against controls. In this cohort, the most common observed craniofacial features were prominent forehead (48.4%), prominent nose tip (35.5%), and thin upper lip vermillion (25.8%). The FDNA technology showed an ability to distinguish cases from controls with an AUC-ROC value of 0.873 (p = 0.006) and led to the inclusion of 3q29del as one of the supported syndromes. This study found a recognizable facial pattern in 3q29del, as observed by trained clinical geneticists and next-generation phenotyping technology. These results expand the potential application of automated technology such as FDNA in identifying rare genetic syndromes, even when facial dysmorphology is subtle.
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Affiliation(s)
- Bryan C Mak
- Department of Human Genetics, Emory University School, of Medicine, Atlanta, Georgia, USA
| | - Rossana Sanchez Russo
- Department of Human Genetics, Emory University School, of Medicine, Atlanta, Georgia, USA
| | - Michael J Gambello
- Department of Human Genetics, Emory University School, of Medicine, Atlanta, Georgia, USA.,Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, USA
| | | | - Emily D Black
- Department of Human Genetics, Emory University School, of Medicine, Atlanta, Georgia, USA
| | - Elizabeth Leslie
- Department of Human Genetics, Emory University School, of Medicine, Atlanta, Georgia, USA
| | - Melissa M Murphy
- Department of Human Genetics, Emory University School, of Medicine, Atlanta, Georgia, USA
| | -
- Department of Human Genetics, Emory University School, of Medicine, Atlanta, Georgia, USA
| | - Jennifer Gladys Mulle
- Department of Human Genetics, Emory University School, of Medicine, Atlanta, Georgia, USA.,Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
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23
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Sanchez Russo R, Gambello MJ, Murphy MM, Aberizk K, Black E, Burrell TL, Carlock G, Cubells JF, Epstein MT, Espana R, Goines K, Guest RM, Klaiman C, Koh S, Leslie EJ, Li L, Novacek DM, Saulnier CA, Sefik E, Shultz S, Walker E, White SP, Mulle JG. Deep phenotyping in 3q29 deletion syndrome: recommendations for clinical care. Genet Med 2021; 23:872-880. [PMID: 33564151 PMCID: PMC8105170 DOI: 10.1038/s41436-020-01053-1] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Revised: 11/20/2020] [Accepted: 11/20/2020] [Indexed: 11/09/2022] Open
Abstract
PURPOSE To understand the consequences of the 3q29 deletion on medical, neurodevelopmental, psychiatric, brain structural, and neurological sequalae by systematic evaluation of affected individuals. To develop evidence-based recommendations using these data for effective clinical care. METHODS Thirty-two individuals with the 3q29 deletion were evaluated using a defined phenotyping protocol and standardized data collection instruments. RESULTS Medical manifestations were varied and reported across nearly every organ system. The most severe manifestations were congenital heart defects (25%) and the most common were gastrointestinal symptoms (81%). Physical examination revealed a high proportion of musculoskeletal findings (81%). Neurodevelopmental phenotypes represent a significant burden and include intellectual disability (34%), autism spectrum disorder (38%), executive function deficits (46%), and graphomotor weakness (78%). Psychiatric illness manifests across the lifespan with psychosis prodrome (15%), psychosis (20%), anxiety disorders (40%), and attention deficit-hyperactivity disorder (ADHD) (63%). Neuroimaging revealed structural anomalies of the posterior fossa, but on neurological exam study subjects displayed only mild or moderate motor vulnerabilities. CONCLUSION By direct evaluation of 3q29 deletion study subjects, we document common features of the syndrome, including a high burden of neurodevelopmental and neuropsychiatric phenotypes. Evidence-based recommendations for evaluation, referral, and management are provided to help guide clinicians in the care of 3q29 deletion patients.
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Affiliation(s)
| | - Michael J Gambello
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | - Melissa M Murphy
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | - Katrina Aberizk
- Department of Psychology, Emory University, Atlanta, GA, USA
| | - Emily Black
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | - T Lindsey Burrell
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Marcus Autism Center, Children's Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA, USA
| | - Grace Carlock
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | - Joseph F Cubells
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
- Department of Psychiatry and Behavioral Science, Emory University School of Medicine, Atlanta, GA, USA
| | - Michael T Epstein
- Department of Psychiatry and Behavioral Science, Emory University School of Medicine, Atlanta, GA, USA
| | - Roberto Espana
- Department of Psychology, Emory University, Atlanta, GA, USA
| | - Katrina Goines
- Department of Psychology, Emory University, Atlanta, GA, USA
| | - Ryan M Guest
- Department of Psychology, Emory University, Atlanta, GA, USA
| | - Cheryl Klaiman
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Marcus Autism Center, Children's Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA, USA
| | - Sookyong Koh
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Elizabeth J Leslie
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | - Longchuan Li
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Marcus Autism Center, Children's Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA, USA
| | - Derek M Novacek
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
- Desert Pacific Mental Illness, Research, Education, and Clinical Center, VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA
| | - Celine A Saulnier
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Neurodevelopmental Assessment & Consulting Services, Atlanta, GA, USA
| | - Esra Sefik
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
- Department of Psychology, Emory University, Atlanta, GA, USA
| | - Sarah Shultz
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Marcus Autism Center, Children's Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA, USA
| | - Elaine Walker
- Department of Psychology, Emory University, Atlanta, GA, USA
| | - Stormi Pulver White
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Marcus Autism Center, Children's Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA, USA
| | - Jennifer Gladys Mulle
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA.
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
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24
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Rutkowski TP, Purcell RH, Pollak RM, Grewenow SM, Gafford GM, Malone T, Khan UA, Schroeder JP, Epstein MP, Bassell GJ, Warren ST, Weinshenker D, Caspary T, Mulle JG. Behavioral changes and growth deficits in a CRISPR engineered mouse model of the schizophrenia-associated 3q29 deletion. Mol Psychiatry 2021; 26:772-783. [PMID: 30976085 PMCID: PMC6788962 DOI: 10.1038/s41380-019-0413-5] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2018] [Revised: 02/13/2019] [Accepted: 03/18/2019] [Indexed: 12/27/2022]
Abstract
The 3q29 deletion confers increased risk for neuropsychiatric phenotypes including intellectual disability, autism spectrum disorder, generalized anxiety disorder, and a >40-fold increased risk for schizophrenia. To investigate consequences of the 3q29 deletion in an experimental system, we used CRISPR/Cas9 technology to introduce a heterozygous deletion into the syntenic interval on C57BL/6 mouse chromosome 16. mRNA abundance for 20 of the 21 genes in the interval was reduced by ~50%, while protein levels were reduced for only a subset of these, suggesting a compensatory mechanism. Mice harboring the deletion manifested behavioral impairments in multiple domains including social interaction, cognitive function, acoustic startle, and amphetamine sensitivity, with some sex-dependent manifestations. In addition, 3q29 deletion mice showed reduced body weight throughout development consistent with the phenotype of 3q29 deletion syndrome patients. Of the genes within the interval, DLG1 has been hypothesized as a contributor to the neuropsychiatric phenotypes. However, we show that Dlg1+/- mice did not exhibit the behavioral deficits seen in mice harboring the full 3q29 deletion. These data demonstrate the following: the 3q29 deletion mice are a valuable experimental system that can be used to interrogate the biology of 3q29 deletion syndrome; behavioral manifestations of the 3q29 deletion may have sex-dependent effects; and mouse-specific behavior phenotypes associated with the 3q29 deletion are not solely due to haploinsufficiency of Dlg1.
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Affiliation(s)
- Timothy P. Rutkowski
- grid.189967.80000 0001 0941 6502Department of Human Genetics, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - Ryan H. Purcell
- grid.189967.80000 0001 0941 6502Department of Cell Biology, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - Rebecca M. Pollak
- grid.189967.80000 0001 0941 6502Department of Human Genetics, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - Stephanie M. Grewenow
- grid.189967.80000 0001 0941 6502Department of Human Genetics, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - Georgette M. Gafford
- grid.189967.80000 0001 0941 6502Department of Human Genetics, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - Tamika Malone
- grid.189967.80000 0001 0941 6502Department of Human Genetics, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - Uswa A. Khan
- grid.189967.80000 0001 0941 6502Department of Human Genetics, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - Jason P. Schroeder
- grid.189967.80000 0001 0941 6502Department of Human Genetics, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - Michael P. Epstein
- grid.189967.80000 0001 0941 6502Department of Human Genetics, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - Gary J. Bassell
- grid.189967.80000 0001 0941 6502Department of Cell Biology, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - Stephen T. Warren
- grid.189967.80000 0001 0941 6502Department of Human Genetics, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - David Weinshenker
- grid.189967.80000 0001 0941 6502Department of Human Genetics, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - Tamara Caspary
- grid.189967.80000 0001 0941 6502Department of Human Genetics, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - Jennifer Gladys Mulle
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, 30322, USA.
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Kimura H, Mori D, Aleksic B, Ozaki N. Elucidation of molecular pathogenesis and drug development for psychiatric disorders from rare disease-susceptibility variants. Neurosci Res 2020; 170:24-31. [PMID: 33316300 DOI: 10.1016/j.neures.2020.11.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 11/19/2020] [Accepted: 11/26/2020] [Indexed: 10/22/2022]
Abstract
Recent rapid progress in genome analysis and large-scale consortia has made it possible to discover variants with a variety of allele frequencies and effect sizes associated with psychiatric disorders. Among psychiatric disorder-susceptibility variants, rare variants with large effect sizes detected by sequencing analysis or array comparative genomic hybridization would be particularly useful for elucidating pathophysiology by developing disease models, such as genome-edited mouse or induced pluripotent stem cells. In the last decade, investigations of rare variants with large effect size have revealed an important role of neurodevelopment in the pathogenesis of psychiatric disorders. In future research, integration of recent evidence concerning the contribution of the immune system or gut microbiota will enhance our understanding of psychiatric disorders and facilitate novel drug development.
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Affiliation(s)
- Hiroki Kimura
- Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, Japan.
| | - Daisuke Mori
- Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, Japan; Brain & Mind Research Center, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Branko Aleksic
- Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Norio Ozaki
- Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, Japan; Brain & Mind Research Center, Nagoya University Graduate School of Medicine, Nagoya, Japan; Medical Genomics Center, Nagoya University Hospital, Nagoya, Japan
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26
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3q29 microduplication syndrome: Clinical and molecular description of eleven new cases. Eur J Med Genet 2020; 63:104083. [PMID: 33039685 DOI: 10.1016/j.ejmg.2020.104083] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Revised: 09/18/2020] [Accepted: 10/04/2020] [Indexed: 01/14/2023]
Abstract
Interstitial duplications of 3q29 have recently been described in association with a new genetic syndrome characterized by a neurodevelopmental phenotype. A total of 16 individuals with the 3q29 duplication have been reported in the literature with clinical features that include intellectual disability, language delay, epilepsy, structural brain anomalies, micro/macrocephaly, generalized obesity, ocular abnormalities, distinctive facial features, cleft palate, and musculoskeletal anomalies. In this paper, we summarize the current literature and present eleven additional cases from nine families with the 3q29 microduplication identified by microarray analysis at the Cincinnati Children's Hospital Medical Center Laboratory of Genetics and Genomics. Three diagnoses were made prenatally, making this the first case series to describe 3q29 duplications incidentally identified during the prenatal period. We further delineate the minimal region of overlap previously described in the literature and explore the modifying effects of "second hit" genetic aberrations, which were frequent in our cohort.
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27
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Wu Y, Cao H, Baranova A, Huang H, Li S, Cai L, Rao S, Dai M, Xie M, Dou Y, Hao Q, Zhu L, Zhang X, Yao Y, Zhang F, Xu M, Wang Q. Multi-trait analysis for genome-wide association study of five psychiatric disorders. Transl Psychiatry 2020; 10:209. [PMID: 32606422 PMCID: PMC7326916 DOI: 10.1038/s41398-020-00902-6] [Citation(s) in RCA: 101] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Revised: 06/06/2020] [Accepted: 06/16/2020] [Indexed: 02/05/2023] Open
Abstract
We conducted a cross-trait meta-analysis of genome-wide association study on schizophrenia (SCZ) (n = 65,967), bipolar disorder (BD) (n = 41,653), autism spectrum disorder (ASD) (n = 46,350), attention deficit hyperactivity disorder (ADHD) (n = 55,374), and depression (DEP) (n = 688,809). After the meta-analysis, the number of genomic loci increased from 14 to 19 in ADHD, from 3 to 10 in ASD, from 45 to 57 in DEP, from 8 to 54 in BD, and from 64 to 87 in SCZ. We observed significant enrichment of overlapping genes among different disorders and identified a panel of cross-disorder genes. A total of seven genes were found being commonly associated with four out of five psychiatric conditions, namely GABBR1, GLT8D1, HIST1H1B, HIST1H2BN, HIST1H4L, KCNB1, and DCC. The SORCS3 gene was highlighted due to the fact that it was involved in all the five conditions of study. Analysis of correlations unveiled the existence of two clusters of related psychiatric conditions, SCZ and BD that were separate from the other three traits, and formed another group. Our results may provide a new insight for genetic basis of the five psychiatric disorders.
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Affiliation(s)
- Yulu Wu
- Mental Health Center and Psychiatric Laboratory, State Key Laboratory of Biotherapy, West China Hospital of Sichuan University, Chengdu, Sichuan, China
- West China Brain Research Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Hongbao Cao
- Department of Psychiatry, First Clinical Medical College/First Hospital of Shanxi Medical University, Taiyuan, China
| | - Ancha Baranova
- School of Systems Biology, George Mason University (GMU), Fairfax, VA, USA
- Research Centre for Medical Genetics, Moscow, Russia
| | - Hailiang Huang
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Sheng Li
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiaotong University, 1954 Huashan Road, Xuhui, 200030, Shanghai, China
| | - Lei Cai
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiaotong University, 1954 Huashan Road, Xuhui, 200030, Shanghai, China
| | - Shuquan Rao
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, China
| | - Minhan Dai
- Mental Health Center and Psychiatric Laboratory, State Key Laboratory of Biotherapy, West China Hospital of Sichuan University, Chengdu, Sichuan, China
- West China Brain Research Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Min Xie
- Mental Health Center and Psychiatric Laboratory, State Key Laboratory of Biotherapy, West China Hospital of Sichuan University, Chengdu, Sichuan, China
- West China Brain Research Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Yikai Dou
- Mental Health Center and Psychiatric Laboratory, State Key Laboratory of Biotherapy, West China Hospital of Sichuan University, Chengdu, Sichuan, China
- West China Brain Research Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Qinjian Hao
- The Center of Gerontology and Geriatrics, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Ling Zhu
- Mental Health Center and Psychiatric Laboratory, State Key Laboratory of Biotherapy, West China Hospital of Sichuan University, Chengdu, Sichuan, China
- West China Brain Research Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Xiangrong Zhang
- Department of Geriatric Psychiatry, Nanjing Brain Hospital, Affiliated to Nanjing Medical University, Nanjing, China
| | - Yin Yao
- Collaborative Innovation Center of Genetics and Development, School of Life Sciences, Fudan University, Shanghai, China
| | - Fuquan Zhang
- Department of Psychiatry, The Affiliated Brain Hospital of Nanjing Medical University, 264 Guangzhou Road, Nanjing, China.
| | - Mingqing Xu
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiaotong University, 1954 Huashan Road, Xuhui, 200030, Shanghai, China.
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, 600 South Wanping Road, Xuhui, 200030, Shanghai, China.
| | - Qiang Wang
- Mental Health Center and Psychiatric Laboratory, State Key Laboratory of Biotherapy, West China Hospital of Sichuan University, Chengdu, Sichuan, China.
- West China Brain Research Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China.
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28
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Chustz KM, Grimmer SA, Nemeth DG, Pastrana F. Understanding the neuropsychological effects of 3q29 deletion Syndrome: A fraternal twin case study. APPLIED NEUROPSYCHOLOGY-CHILD 2020; 11:91-97. [PMID: 32393133 DOI: 10.1080/21622965.2020.1757445] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
In 2005, the 3q29 Deletion Syndrome was identified and defined as a rare chromosomal anomaly that effects approximately one in 30,000-40,000 children. It has a complex neuropsychiatric profile but often results in developmental delay, intellectual disability, attentional deficits, classic physical traits, behavioral health disturbances, as well as social and emotional issues. Rarely has this syndrome been seen and evaluated in fraternal twins, only one of whom has the 3q29 Deletion Syndrome. This case study highlights the twins' strengths and weaknesses and describes their neuropsychological profiles, including a comparison of their results of the Reitan-Indiana Neuropsychological Battery (RINB). Medication management and psychoeducational interventions are outlined.
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Affiliation(s)
| | - Sarah A Grimmer
- The Neuropsychology Center of Louisiana, Baton Rouge, LA, USA
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29
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Jagannath V, Grünblatt E, Theodoridou A, Oneda B, Roth A, Gerstenberg M, Franscini M, Traber-Walker N, Correll CU, Heekeren K, Rössler W, Rauch A, Walitza S. Rare copy number variants in individuals at clinical high risk for psychosis: Enrichment of synaptic/brain-related functional pathways. Am J Med Genet B Neuropsychiatr Genet 2020; 183:140-151. [PMID: 31742845 DOI: 10.1002/ajmg.b.32770] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2019] [Revised: 10/08/2019] [Accepted: 10/23/2019] [Indexed: 11/07/2022]
Abstract
Schizophrenia is a complex and chronic neuropsychiatric disorder, with a heritability of around 60-80%. Large (>100 kb) rare (<1%) copy number variants (CNVs) occur more frequently in schizophrenia patients compared to controls. Currently, there are no studies reporting genome-wide CNVs in clinical high risk for psychosis (CHR-P) individuals. The aim of this study was to investigate the role of rare genome-wide CNVs in 84 CHR-P individuals and 124 presumably healthy controls. There were no significant differences in all rare CNV frequencies and sizes between CHR-P individuals and controls. However, brain-related CNVs and brain-related deletions were significantly more frequent in CHR-P individuals than controls. In CHR-P individuals, significant associations were found between brain-related CNV carriers and attenuated positive symptoms syndrome or cognitive disturbances (OR = 3.07, p = .0286). Brain-related CNV carriers experienced significantly higher negative symptoms (p = .0047), higher depressive symptoms (p = .0175), and higher disturbances of self and surroundings (p = .0029) than noncarriers. Furthermore, enrichment analysis of genes was performed in the regions of rare CNVs using three independent methods, which confirmed significant clustering of predefined genes involved in synaptic/brain-related functional pathways in CHR-P individuals. These results suggest that rare CNVs might affect synaptic/brain-related functional pathways in CHR-P individuals.
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Affiliation(s)
- Vinita Jagannath
- Department of Child and Adolescent Psychiatry and Psychotherapy, University Hospital of Psychiatry, University of Zurich, Zurich, Switzerland
| | - Edna Grünblatt
- Department of Child and Adolescent Psychiatry and Psychotherapy, University Hospital of Psychiatry, University of Zurich, Zurich, Switzerland.,Neuroscience Center Zurich, University of Zurich and ETH Zurich, Zurich, Switzerland.,Zurich Center for Integrative Human Physiology, University of Zurich, Zurich, Switzerland
| | - Anastasia Theodoridou
- The Zurich Program for Sustainable Development of Mental Health Services (ZInEP), University Hospital of Psychiatry Zurich, Zurich, Switzerland.,Department of Psychiatry, Psychotherapy and Psychosomatics, University Hospital of Psychiatry, University of Zurich, Zurich, Switzerland
| | - Beatrice Oneda
- Institute of Medical Genetics, University of Zurich, Schlieren, Switzerland
| | - Alexander Roth
- Department of Child and Adolescent Psychiatry and Psychotherapy, University Hospital of Psychiatry, University of Zurich, Zurich, Switzerland
| | - Miriam Gerstenberg
- Department of Child and Adolescent Psychiatry and Psychotherapy, University Hospital of Psychiatry, University of Zurich, Zurich, Switzerland
| | - Maurizia Franscini
- Department of Child and Adolescent Psychiatry and Psychotherapy, University Hospital of Psychiatry, University of Zurich, Zurich, Switzerland
| | - Nina Traber-Walker
- Department of Child and Adolescent Psychiatry and Psychotherapy, University Hospital of Psychiatry, University of Zurich, Zurich, Switzerland
| | - Christoph U Correll
- Department of Psychiatry, The Zucker Hillside Hospital, Northwell Health, Glen Oaks, New York.,Department of Psychiatry and Molecular Medicine, Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York.,The Feinstein Institute for Medical Research, Manhasset, New York.,Department of Child and Adolescent Psychiatry, Charité Universitätsmedizin, Berlin, Germany
| | - Karsten Heekeren
- The Zurich Program for Sustainable Development of Mental Health Services (ZInEP), University Hospital of Psychiatry Zurich, Zurich, Switzerland.,Department of Psychiatry, Psychotherapy and Psychosomatics, University Hospital of Psychiatry, University of Zurich, Zurich, Switzerland
| | - Wulf Rössler
- The Zurich Program for Sustainable Development of Mental Health Services (ZInEP), University Hospital of Psychiatry Zurich, Zurich, Switzerland.,Department of Psychiatry and Psychotherapy, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Anita Rauch
- Neuroscience Center Zurich, University of Zurich and ETH Zurich, Zurich, Switzerland.,Zurich Center for Integrative Human Physiology, University of Zurich, Zurich, Switzerland.,Institute of Medical Genetics, University of Zurich, Schlieren, Switzerland
| | - Susanne Walitza
- Department of Child and Adolescent Psychiatry and Psychotherapy, University Hospital of Psychiatry, University of Zurich, Zurich, Switzerland.,Neuroscience Center Zurich, University of Zurich and ETH Zurich, Zurich, Switzerland.,Zurich Center for Integrative Human Physiology, University of Zurich, Zurich, Switzerland.,The Zurich Program for Sustainable Development of Mental Health Services (ZInEP), University Hospital of Psychiatry Zurich, Zurich, Switzerland
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30
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Marziali F, Dizanzo MP, Cavatorta AL, Gardiol D. Differential expression of DLG1 as a common trait in different human diseases: an encouraging issue in molecular pathology. Biol Chem 2020; 400:699-710. [PMID: 30517074 DOI: 10.1515/hsz-2018-0350] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2018] [Accepted: 11/19/2018] [Indexed: 12/12/2022]
Abstract
Human disc large (DLG1) is a scaffolding protein that through the interaction with diverse cell partners participates in the control of key cellular processes such as polarity, proliferation and migration. Experimental data have mainly identified DLG1 as a tumor suppressor. An outstanding point for DLG1 protein is that altered DLG1 expression and DLG1 gene mutations were observed in different pathologies, including cancer and neurological and immunological disorders. Evident changes in DLG1 abundance and/or cell localization were identified in a number of studies suggesting its participation in molecular mechanisms responsible for the development of such illnesses. In this review, we focus on some of the latest findings regarding DLG1 alterations in different diseases as well as its potential use as a biomarker for pathological progression. We further address the current knowledge on the molecular mechanisms regulating DLG1 expression and the posttranslational modifications that may affect DLG1 cell localization and functions. Despite the advances in this field, there are still open questions about the precise molecular link between alterations in DLG1 expression and the development of each specific pathology. The complete understanding of this concern will give us new scenarios for the design of promising diagnosis and therapeutic tools.
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Affiliation(s)
- Federico Marziali
- Instituto de Biología Molecular y Celular de Rosario-CONICET, Facultad de Ciencias Bioquímicas y Farmacéuticas, Universidad Nacional de Rosario, Suipacha 531, 2000 Rosario, Argentina
| | - María Paula Dizanzo
- Instituto de Biología Molecular y Celular de Rosario-CONICET, Facultad de Ciencias Bioquímicas y Farmacéuticas, Universidad Nacional de Rosario, Suipacha 531, 2000 Rosario, Argentina
| | - Ana Laura Cavatorta
- Instituto de Biología Molecular y Celular de Rosario-CONICET, Facultad de Ciencias Bioquímicas y Farmacéuticas, Universidad Nacional de Rosario, Suipacha 531, 2000 Rosario, Argentina
| | - Daniela Gardiol
- Instituto de Biología Molecular y Celular de Rosario-CONICET, Facultad de Ciencias Bioquímicas y Farmacéuticas, Universidad Nacional de Rosario, Suipacha 531, 2000 Rosario, Argentina
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31
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Singh MD, Jensen M, Lasser M, Huber E, Yusuff T, Pizzo L, Lifschutz B, Desai I, Kubina A, Yennawar S, Kim S, Iyer J, Rincon-Limas DE, Lowery LA, Girirajan S. NCBP2 modulates neurodevelopmental defects of the 3q29 deletion in Drosophila and Xenopus laevis models. PLoS Genet 2020; 16:e1008590. [PMID: 32053595 PMCID: PMC7043793 DOI: 10.1371/journal.pgen.1008590] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Revised: 02/26/2020] [Accepted: 12/30/2019] [Indexed: 12/12/2022] Open
Abstract
The 1.6 Mbp deletion on chromosome 3q29 is associated with a range of neurodevelopmental disorders, including schizophrenia, autism, microcephaly, and intellectual disability. Despite its importance towards neurodevelopment, the role of individual genes, genetic interactions, and disrupted biological mechanisms underlying the deletion have not been thoroughly characterized. Here, we used quantitative methods to assay Drosophila melanogaster and Xenopus laevis models with tissue-specific individual and pairwise knockdown of 14 homologs of genes within the 3q29 region. We identified developmental, cellular, and neuronal phenotypes for multiple homologs of 3q29 genes, potentially due to altered apoptosis and cell cycle mechanisms during development. Using the fly eye, we screened for 314 pairwise knockdowns of homologs of 3q29 genes and identified 44 interactions between pairs of homologs and 34 interactions with other neurodevelopmental genes. Interestingly, NCBP2 homologs in Drosophila (Cbp20) and X. laevis (ncbp2) enhanced the phenotypes of homologs of the other 3q29 genes, leading to significant increases in apoptosis that disrupted cellular organization and brain morphology. These cellular and neuronal defects were rescued with overexpression of the apoptosis inhibitors Diap1 and xiap in both models, suggesting that apoptosis is one of several potential biological mechanisms disrupted by the deletion. NCBP2 was also highly connected to other 3q29 genes in a human brain-specific interaction network, providing support for the relevance of our results towards the human deletion. Overall, our study suggests that NCBP2-mediated genetic interactions within the 3q29 region disrupt apoptosis and cell cycle mechanisms during development. Rare copy-number variants, or large deletions and duplications in the genome, are associated with a wide range of neurodevelopmental disorders. The 3q29 deletion confers an increased risk for schizophrenia and autism. To understand the conserved biological mechanisms that are disrupted by this deletion, we systematically tested 14 individual homologs and 314 pairwise interactions of 3q29 genes for neuronal, cellular, and developmental phenotypes in Drosophila melanogaster and Xenopus laevis models. We found that multiple homologs of genes within the deletion region contribute towards developmental defects, such as larval lethality and disrupted cellular organization. Interestingly, we found that NCBP2 acts as a key modifier gene within the region, enhancing the developmental phenotypes of each of the homologs for other 3q29 genes and leading to disruptions in apoptosis and cell cycle pathways. Our results suggest that multiple genes within the 3q29 region interact with each other through shared mechanisms and jointly contribute to neurodevelopmental defects.
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Affiliation(s)
- Mayanglambam Dhruba Singh
- Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park, Pennsylvania, United States of America
| | - Matthew Jensen
- Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park, Pennsylvania, United States of America
| | - Micaela Lasser
- Department of Biology, Boston College, Chestnut Hill, Massachusetts, United States of America
| | - Emily Huber
- Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park, Pennsylvania, United States of America
| | - Tanzeen Yusuff
- Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park, Pennsylvania, United States of America
| | - Lucilla Pizzo
- Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park, Pennsylvania, United States of America
| | - Brian Lifschutz
- Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park, Pennsylvania, United States of America
| | - Inshya Desai
- Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park, Pennsylvania, United States of America
| | - Alexis Kubina
- Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park, Pennsylvania, United States of America
| | - Sneha Yennawar
- Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park, Pennsylvania, United States of America
| | - Sydney Kim
- Department of Biology, Boston College, Chestnut Hill, Massachusetts, United States of America
| | - Janani Iyer
- Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park, Pennsylvania, United States of America
| | - Diego E Rincon-Limas
- Department of Neurology, McKnight Brain Institute, University of Florida, Gainesville, Florida, United States of America
| | - Laura Anne Lowery
- Department of Biology, Boston College, Chestnut Hill, Massachusetts, United States of America
- Department of Medicine, Boston University Medical Center, Boston, Massachusetts, United States of America
| | - Santhosh Girirajan
- Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park, Pennsylvania, United States of America
- Department of Anthropology, Pennsylvania State University, University Park, Pennsylvania, United States of America
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32
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Wang Y, Zeng C, Li J, Zhou Z, Ju X, Xia S, Li Y, Liu A, Teng H, Zhang K, Shi L, Bi C, Xie W, He X, Jia Z, Jiang Y, Cai T, Wu J, Xia K, Sun ZS. PAK2 Haploinsufficiency Results in Synaptic Cytoskeleton Impairment and Autism-Related Behavior. Cell Rep 2020; 24:2029-2041. [PMID: 30134165 DOI: 10.1016/j.celrep.2018.07.061] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2018] [Revised: 06/15/2018] [Accepted: 07/17/2018] [Indexed: 01/24/2023] Open
Abstract
Synaptic cytoskeleton dysfunction represents a common pathogenesis in neurodevelopmental disorders, such as autism spectrum disorder (ASD). The serine/threonine kinase PAK2 is a critical regulator of cytoskeleton dynamics. However, its function within the central nervous system and its role in ASD pathogenesis remain undefined. Here, we found that Pak2 haploinsufficiency resulted in markedly decreased synapse densities, defective long-term potentiation, and autism-related behaviors in mice. Phosphorylation levels of key actin regulators LIMK1 and cofilin, together with their mediated actin polymerization, were reduced in Pak2+/-mice. We identified one de novo PAK2 nonsense mutation that impaired PAK2 function in vitro and in vivo and four de novo copy-number deletions containing PAK2 in large cohorts of patients with ASD. PAK2 deficiency extensively perturbed functional networks associated with ASD by regulating actin cytoskeleton dynamics. Our genetic and functional results demonstrate a critical role of PAK2 in brain development and autism pathogenesis.
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Affiliation(s)
- Yan Wang
- Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing 100101, China
| | - Cheng Zeng
- Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing 100101, China; University of the Chinese Academy of Sciences, Beijing 100049, China
| | - Jinchen Li
- Center for Medical Genetics, School of Life Sciences, Central South University, Changsha 410008, China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, China
| | - Zikai Zhou
- Institute of Life Sciences, Southeast University, Nanjing 210096, China
| | - Xingda Ju
- Department of Psychology, Northeast Normal University, Changchun 130031, China
| | - Shuting Xia
- Institute of Life Sciences, Southeast University, Nanjing 210096, China
| | - Yuanyuan Li
- Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing 100101, China; University of the Chinese Academy of Sciences, Beijing 100049, China
| | - An Liu
- Institute of Life Sciences, Southeast University, Nanjing 210096, China
| | - Huajing Teng
- Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing 100101, China
| | - Kun Zhang
- Institute of Genomic Medicine, Wenzhou Medical College, Wenzhou 325000, China
| | - Leisheng Shi
- Institute of Genomic Medicine, Wenzhou Medical College, Wenzhou 325000, China
| | - Cheng Bi
- Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing 100101, China
| | - Wei Xie
- Institute of Life Sciences, Southeast University, Nanjing 210096, China
| | - Xin He
- Department of Human Genetics, University of Chicago, Chicago, IL 60637, USA
| | - Zhengping Jia
- Neurosciences & Mental Health, The Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Yonghui Jiang
- Deparment of Pediatrics, Duke University School of Medicine, Durham, NC 27710, USA
| | - Tao Cai
- Experimental Medicine Section, National Institute of Dental and Craniofacial Research (NIDCR)/NIH, Bethesda, MD 20892, USA
| | - Jinyu Wu
- Institute of Genomic Medicine, Wenzhou Medical College, Wenzhou 325000, China
| | - Kun Xia
- Center for Medical Genetics, School of Life Sciences, Central South University, Changsha 410008, China.
| | - Zhong Sheng Sun
- Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing 100101, China; University of the Chinese Academy of Sciences, Beijing 100049, China; Institute of Genomic Medicine, Wenzhou Medical College, Wenzhou 325000, China.
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33
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Abstract
The structure of neuronal circuits that subserve cognitive functions in the brain is shaped and refined throughout development and into adulthood. Evidence from human and animal studies suggests that the cellular and synaptic substrates of these circuits are atypical in neuropsychiatric disorders, indicating that altered structural plasticity may be an important part of the disease biology. Advances in genetics have redefined our understanding of neuropsychiatric disorders and have revealed a spectrum of risk factors that impact pathways known to influence structural plasticity. In this Review, we discuss the importance of recent genetic findings on the different mechanisms of structural plasticity and propose that these converge on shared pathways that can be targeted with novel therapeutics.
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34
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Moslem M, Olive J, Falk A. Stem cell models of schizophrenia, what have we learned and what is the potential? Schizophr Res 2019; 210:3-12. [PMID: 30587427 DOI: 10.1016/j.schres.2018.12.023] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Revised: 12/14/2018] [Accepted: 12/16/2018] [Indexed: 12/13/2022]
Abstract
Schizophrenia is a complex disorder with clinical manifestations in early adulthood. However, it may start with disruption of brain development caused by genetic or environmental factors, or both. Early deteriorating effects of genetic/environmental factors on neural development might be key to described disease causing mechanisms. Establishing cellular models with cells from affected individual using the induced pluripotent stem cells (iPSC) technology could be used to mimic early neurodevelopment alterations caused by risk genes or environmental stressors. Indeed, cellular models have allowed identification and further study of risk factors and the biological pathways in which they are involved. New advancements in differentiation methods such as defined and robust monolayer protocols and cerebral 3D organoids have made it possible to faithfully mimic neural development and neuronal functionality while CRISPR-editing tools assist to engineer isogenic cell lines to precisely explore genetic variation in polygenic diseases such as schizophrenia. Here we review the current field of iPSC models of schizophrenia and how risk factors can be modelled as well as discussing the common biological pathways involved.
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Affiliation(s)
- Mohsen Moslem
- Department of Neuroscience, Karolinska Institutet, Stockholm, Sweden.
| | - Jessica Olive
- Department of Neuroscience, Karolinska Institutet, Stockholm, Sweden; Department of Life Sciences, Imperial College London, United Kingdom.
| | - Anna Falk
- Department of Neuroscience, Karolinska Institutet, Stockholm, Sweden.
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35
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Malt EA, Juhasz K, Frengen A, Wangensteen T, Emilsen NM, Hansen B, Agafonov O, Nilsen HL. Neuropsychiatric phenotype in relation to gene variants in the hemizygous allele in 3q29 deletion carriers: A case series. Mol Genet Genomic Med 2019; 7:e889. [PMID: 31347308 PMCID: PMC6732294 DOI: 10.1002/mgg3.889] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Revised: 07/10/2019] [Accepted: 07/15/2019] [Indexed: 12/19/2022] Open
Abstract
Background Genetic risk variants in the hemizygous allele may influence neuropsychiatric manifestations and clinical course in 3q29 deletion carriers. Methods In‐depth phenotypic assessment in two deletion carriers included medical records, medical, genetic, psychiatric and neuropsychological evaluations, brain MRI scan and EEG. Blood samples were analyzed for copy number variations, and deep sequencing of the affected 3q29 region was performed in patients and seven first‐degree relatives. Risk variants were identified through bioinformatic analysis. Results One deletion carrier was diagnosed with learning difficulties and childhood autism, the other with mild intellectual disability and schizophrenia. EEG abnormalities in childhood normalized in adulthood in both. Cognitive abilities improved during adolescence in one deletion carrier. Both had microcytic, hypochromic erythrocytes and suffered from chronic pain and fatigue. Molecular and bioinformatic analyses identified risk variants in the hemizygous allele that were not present in the homozygous state in relatives in genes involved in cilia function and insulin action in the autistic individual and in synaptic function and neurosteroid transport in the subject with schizophrenia. Conclusion 3q29 deletion carriers may undergo developmental phenotypic transition and need regular medical follow‐up. Identified risk variants in the remaining hemizygous allele should be explored further in autism and schizophrenia research.
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Affiliation(s)
- Eva Albertsen Malt
- Department of Adult Habilitation, Akershus University Hospital, Lorenskog, Norway.,Campus Ahus, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Katalin Juhasz
- Department of Adult Habilitation, Akershus University Hospital, Lorenskog, Norway
| | - Anna Frengen
- Campus Ahus, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,Section for Clinical Molecular Biology, Akershus University Hospital, Lorenskog, Norway
| | | | - Nina Merete Emilsen
- Department of Adult Habilitation, Akershus University Hospital, Lorenskog, Norway
| | - Borre Hansen
- Department of Adult Habilitation, Akershus University Hospital, Lorenskog, Norway
| | - Oleg Agafonov
- Bioinformatics Core Facility, Department of Core Facilities, Institute of Cancer Research, Radium Hospital, Part of Oslo University Hospital, Oslo, Norway
| | - Hilde Loge Nilsen
- Campus Ahus, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,Section for Clinical Molecular Biology, Akershus University Hospital, Lorenskog, Norway
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Pollak RM, Murphy MM, Epstein MP, Zwick ME, Klaiman C, Saulnier CA, Mulle JG. Neuropsychiatric phenotypes and a distinct constellation of ASD features in 3q29 deletion syndrome: results from the 3q29 registry. Mol Autism 2019; 10:30. [PMID: 31346402 PMCID: PMC6636128 DOI: 10.1186/s13229-019-0281-5] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Accepted: 06/20/2019] [Indexed: 12/21/2022] Open
Abstract
Background The 1.6 Mb 3q29 deletion is associated with neurodevelopmental and psychiatric phenotypes, including increased risk for autism spectrum disorder (ASD) and a 20 to 40-fold increased risk for schizophrenia. However, the phenotypic spectrum of the deletion, particularly with respect to ASD, remains poorly described. Methods We ascertained individuals with 3q29 deletion syndrome (3q29Del, “cases,” n = 93, 58.1% male) and typically developing controls (n = 64, 51.6% male) through the 3q29 registry (https://3q29deletion.patientcrossroads.org). Self-report of neuropsychiatric illness was evaluated for 93 cases. Subsets of participants were evaluated with the Social Responsiveness Scale (SRS, n = 48 cases, 56 controls), Social Communication Questionnaire (n = 33 cases, 46 controls), Autism Spectrum Screening Questionnaire (n = 24 cases, 35 controls), and Achenbach Behavior Checklists (n = 48 cases, 57 controls). Results 3q29Del cases report a higher prevalence of autism diagnoses versus the general population (29.0% vs. 1.47%, p < 2.2E− 16). Notably, 3q29 deletion confers a greater influence on risk for ASD in females (OR = 41.8, p = 4.78E− 05) than in males (OR = 24.6, p = 6.06E− 09); this is aligned with the reduced male:female bias from 4:1 in the general population to 2:1 in our study sample. Although 71% of cases do not report a diagnosis of ASD, there is evidence of significant social disability (3q29Del SRS T-score = 71.8, control SRS T-score = 45.9, p = 2.16E− 13). Cases also report increased frequency of generalized anxiety disorder compared to controls (28.0% vs. 6.2%, p = 0.001), which is mirrored by elevated mean scores on the Achenbach diagnostic and statistical manual-oriented sub-scales (p < 0.001). Finally, cases show a distinct constellation of ASD features on the SRS as compared to idiopathic ASD, with substantially elevated Restricted Interests and Repetitive Behaviors, but only mild impairment in Social Motivation. Conclusions Our sample of 3q29Del is significantly enriched for ASD diagnosis, especially among females, and features of autism may be present even when an ASD diagnosis is not reported. Further, the constellation of ASD features in this population is distinct from idiopathic ASD, with substantially less impaired social motivation. Our study implies that ASD evaluation should be the standard of care for individuals with 3q29Del. From a research perspective, the distinct ASD subtype present in 3q29Del is an ideal entry point for expanding understanding of ASD. Electronic supplementary material The online version of this article (10.1186/s13229-019-0281-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Rebecca M Pollak
- 1Genetics and Molecular Biology, Laney Graduate School, Emory University, Atlanta, USA
| | - Melissa M Murphy
- 2Department of Human Genetics, School of Medicine, Emory University, Atlanta, USA
| | - Michael P Epstein
- 2Department of Human Genetics, School of Medicine, Emory University, Atlanta, USA
| | - Michael E Zwick
- 2Department of Human Genetics, School of Medicine, Emory University, Atlanta, USA.,3Department of Pediatrics, School of Medicine, Emory University, Atlanta, USA
| | - Cheryl Klaiman
- 3Department of Pediatrics, School of Medicine, Emory University, Atlanta, USA.,4Marcus Autism Center, Children's Healthcare of Atlanta and Emory University School of Medicine, Atlanta, USA
| | - Celine A Saulnier
- 3Department of Pediatrics, School of Medicine, Emory University, Atlanta, USA
| | | | - Jennifer G Mulle
- 2Department of Human Genetics, School of Medicine, Emory University, Atlanta, USA.,5Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, USA.,Whitehead 305M, 615 Michael Street, Atlanta, GA 30322 USA
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Khan WA, Cohen N, Scott SA, Pereira EM. Familial inheritance of the 3q29 microdeletion syndrome: case report and review. BMC Med Genomics 2019; 12:51. [PMID: 30885185 PMCID: PMC6421695 DOI: 10.1186/s12920-019-0497-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2018] [Accepted: 03/06/2019] [Indexed: 01/06/2023] Open
Abstract
Background The chromosome 3q29 microdeletion syndrome is characterized by a clinical phenotype that includes behavioral features consistent with autism and attention deficit hyperactivity disorder, mild to moderate developmental delay, language-based learning disabilities, and/or dysmorphic features. In addition, recent data suggest that adults with chromosome 3q29 microdeletions have a significantly increased risk for psychosis and neuropsychiatric phenotypes. Case presentation We report a 3-year-old male with global developmental delay, anemia, and mild dysmorphic facial features. Clinical chromosomal microarray (CMA) testing of the proband detected a heterozygous 1.21 Mb deletion at chromosome 3q29, consistent with a diagnosis of the 3q29 microdeletion syndrome. Interestingly, subsequent parental testing determined that the pathogenic deletion was inherited from his otherwise healthy mother who had a history of learning disabilities. The chromosome 3q29 microdeletion was not detected in the healthy older sibling of the proband by CMA testing, nor was it prenatally detected in a subsequent maternal pregnancy. Conclusion Our report highlights the 3q29 microdeletion syndrome as an illustrative example of the importance of a molecular diagnosis for families that harbor pathogenic copy number aberrations with variable expressivity, in particular those that also impart an increased risk for adult onset neuropsychiatric phenotypes.
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Affiliation(s)
- Wahab A Khan
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.,Sema4, a Mount Sinai venture, Stamford, CT, 06902, USA
| | - Ninette Cohen
- Division of Cytogenetics and Molecular Pathology, Donald and Barbara Zucker School of Medicine at Hofstra Northwell, Northwell Health Laboratories, Lake Success, New York City, NY, 11020, USA
| | - Stuart A Scott
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA. .,Sema4, a Mount Sinai venture, Stamford, CT, 06902, USA.
| | - Elaine M Pereira
- Department of Pediatrics, Division of Clinical Genetics, New York-Presbyterian Morgan Stanley Children's Hospital, Columbia University Medical Center, New York, NY, 10032, USA.
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Piluso G, Monteleone P, Galderisi S, Giugliano T, Bertolino A, Rocca P, Rossi A, Mucci A, Aguglia E, Andriola I, Bellomo A, Comparelli A, Gambi F, Fagiolini A, Marchesi C, Roncone R, Sacchetti E, Santonastaso P, Siracusano A, Stratta P, Tortorella A, Steardo L, Bucci P, Nigro V, Maj M. Assessment of de novo copy-number variations in Italian patients with schizophrenia: Detection of putative mutations involving regulatory enhancer elements. World J Biol Psychiatry 2019; 20:126-136. [PMID: 29069978 DOI: 10.1080/15622975.2017.1395072] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
OBJECTIVES Variants appearing de novo in genes regulating key neurodevelopmental processes and/or in non-coding cis-regulatory elements (CREs), as enhancers, may increase the risk for schizophrenia. However, CREs involvement in schizophrenia needs to be explored more deeply. METHODS We investigated de novo copy-number variations (CNVs) in the whole-genomic DNA obtained from 46 family trios of schizophrenia probands by using the Enhancer Chip, a customised array CGH able to investigate the whole genome with a 300-kb resolution, specific disease loci at a ten-fold higher resolution, and which was highly enriched in probes in more than 1,250 enhancer elements selected from Vista Enhancer Browser. RESULTS In seven patients, we found de novo CNVs, two of which overlapped VISTA enhancer elements. De novo CNVs encompass genes (CNTNAP2, MAGI1, TSPAN7 and MET) involved in brain development, while that involving the enhancer element hs1043, also includes ZIC1, which plays a role in neural development and is responsible of behavioural abnormalities in Zic mutant mice. CONCLUSIONS These findings provide further evidence for the involvement of de novo CNVs in the pathogenesis of schizophrenia and suggest that CNVs affecting regulatory enhancer elements could contribute to the genetic vulnerability to the disorder.
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Affiliation(s)
- Giulio Piluso
- a Department of Biochemistry, Biophysics and General Pathology , University of Campania "Luigi Vanvitelli" , Naples , Italy
| | - Palmiero Monteleone
- b Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", Section of Neuroscience , University of Salerno , Salerno , Italy
| | - Silvana Galderisi
- c Department of Psychiatry , University of Campania "Luigi Vanvitelli" , Naples , Italy
| | - Teresa Giugliano
- a Department of Biochemistry, Biophysics and General Pathology , University of Campania "Luigi Vanvitelli" , Naples , Italy
| | - Alessandro Bertolino
- d Department of Neurological and Psychiatric Sciences , University of Bari , Bari , Italy
| | - Paola Rocca
- e Department of Neuroscience, Section of Psychiatry , University of Turin , Turin , Italy
| | - Alessandro Rossi
- f Department of Biotechnological and Applied Clinical Sciences, Section of Psychiatry , University of L'Aquila , L'Aquila , Italy
| | - Armida Mucci
- c Department of Psychiatry , University of Campania "Luigi Vanvitelli" , Naples , Italy
| | - Eugenio Aguglia
- g Department of Clinical and Molecular Biomedicine, Psychiatry Unit , University of Catania , Catania , Italy
| | - Ileana Andriola
- d Department of Neurological and Psychiatric Sciences , University of Bari , Bari , Italy
| | - Antonello Bellomo
- h Department of Medical Sciences, Psychiatry Unit , University of Foggia , Foggia , Italy
| | - Anna Comparelli
- i Department of Neurosciences, Mental Health and Sensory Organs , S. Andrea Hospital, Sapienza University of Rome , Rome , Italy
| | - Francesco Gambi
- j Department of Neuroscience and Imaging, Chair of Psychiatry , G. D'Annunzio University , Chieti , Italy
| | - Andrea Fagiolini
- k Department of Molecular Medicine and Clinical Department of Mental Health , University of Siena , Siena , Italy
| | - Carlo Marchesi
- l Department of Neuroscience, Psychiatry Unit , University of Parma , Parma , Italy
| | - Rita Roncone
- m Department of Life, Health and Environmental Sciences, Unit of Psychiatry , University of L'Aquila , L'Aquila , Italy
| | - Emilio Sacchetti
- n Psychiatric Unit, School of Medicine, Department of Mental Health , University of Brescia and Spedali Civili Hospital , Brescia , Italy
| | - Paolo Santonastaso
- o Psychiatric Clinic, Department of Neurosciences , University of Padua , Padua , Italy
| | - Alberto Siracusano
- p Department of Systems Medicine, Chair of Psychiatry , Tor Vergata University of Rome , Rome , Italy
| | - Paolo Stratta
- f Department of Biotechnological and Applied Clinical Sciences, Section of Psychiatry , University of L'Aquila , L'Aquila , Italy
| | | | - Luca Steardo
- c Department of Psychiatry , University of Campania "Luigi Vanvitelli" , Naples , Italy
| | - Paola Bucci
- c Department of Psychiatry , University of Campania "Luigi Vanvitelli" , Naples , Italy
| | - Vincenzo Nigro
- a Department of Biochemistry, Biophysics and General Pathology , University of Campania "Luigi Vanvitelli" , Naples , Italy
| | - Mario Maj
- c Department of Psychiatry , University of Campania "Luigi Vanvitelli" , Naples , Italy
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Chang X, Lima LDA, Liu Y, Li J, Li Q, Sleiman PMA, Hakonarson H. Common and Rare Genetic Risk Factors Converge in Protein Interaction Networks Underlying Schizophrenia. Front Genet 2018; 9:434. [PMID: 30323833 PMCID: PMC6172705 DOI: 10.3389/fgene.2018.00434] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2018] [Accepted: 09/12/2018] [Indexed: 11/25/2022] Open
Abstract
Hundreds of genomic loci have been identified with the recent advances of schizophrenia in genome-wide association studies (GWAS) and sequencing studies. However, the functional interactions among those genes remain largely unknown. We developed a network-based approach to integrate multiple genetic risk factors, which lead to the discovery of new susceptibility genes and causal sub-networks, or pathways in schizophrenia. We identified significantly and consistently over-represented pathways in the largest schizophrenia GWA studies, which are highly relevant to synaptic plasticity, neural development and signaling transduction, such as long-term potentiation, neurotrophin signaling pathway, and the ERBB signaling pathway. We also demonstrated that genes targeted by common SNPs are more likely to interact with genes harboring de novo mutations (DNMs) in the protein-protein interaction (PPI) network, suggesting a mutual interplay of both common and rare variants in schizophrenia. We further developed an edge-based search algorithm to identify the top-ranked gene modules associated with schizophrenia risk. Our results suggest that the N-methyl-D-aspartate receptor (NMDAR) interactome may play a leading role in the pathology of schizophrenia, as it is highly targeted by multiple types of genetic risk factors.
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Affiliation(s)
- Xiao Chang
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Leandro de Araujo Lima
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Yichuan Liu
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Jin Li
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, United States.,Affiliated Cancer Hospital & Institute of Guangzhou Medical University, Guangzhou, China
| | - Qingqin Li
- Janssen Research & Development, LLC, Titusville, NJ, United States
| | - Patrick M A Sleiman
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, United States.,Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.,Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Hakon Hakonarson
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, United States.,Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.,Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA, United States
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40
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Fernandez TV, Leckman JF, Pittenger C. Genetic susceptibility in obsessive-compulsive disorder. HANDBOOK OF CLINICAL NEUROLOGY 2018; 148:767-781. [PMID: 29478613 DOI: 10.1016/b978-0-444-64076-5.00049-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Obsessive-compulsive disorder (OCD) is present in 1.5-2.5% of the population and can result in substantial lifelong disability. It is characterized by intrusive thoughts, sensations, and urges and by repetitive behaviors that are difficult to control despite, in most cases, preserved insight as to their excessive or irrational nature. The causes and underlying pathophysiology of OCD are not well understood, which has limited the development of new treatments and interventions. Despite evidence for a substantial genetic contribution to disease risk, identification and replication of genetic variants associated with OCD have been challenging. Decades of candidate gene association studies have provided little insight. They are now being supplanted by modern genomewide approaches to discover both common and rare sequence and structural variants. Studies to date suggest potential novel therapeutic avenues such as modulators of glutamatergic and immune pathways; however, individual genetic findings are not yet statistically robust or replicated. Further efforts are clearly needed to identify specific risk variants and to confirm vulnerable pathways by studying much larger cohorts of patients with comprehensive variant discovery approaches. Mouse knockout models have already made notable inroads into our understanding of OCD pathology; their utility will only increase as specific risk alleles are identified.
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Affiliation(s)
- Thomas V Fernandez
- Child Study Center, Yale University School of Medicine, New Haven, CT, United States; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States.
| | - James F Leckman
- Child Study Center, Yale University School of Medicine, New Haven, CT, United States; Department of Psychology, Yale University School of Medicine, New Haven, CT, United States
| | - Christopher Pittenger
- Child Study Center, Yale University School of Medicine, New Haven, CT, United States; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States; Department of Psychology, Yale University School of Medicine, New Haven, CT, United States; Integrated Neuroscience Research Program, Yale University School of Medicine, New Haven, CT, United States
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41
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Lew AR, Kellermayer TR, Sule BP, Szigeti K. Copy Number Variations in Adult-onset Neuropsychiatric Diseases. Curr Genomics 2018; 19:420-430. [PMID: 30258274 PMCID: PMC6128389 DOI: 10.2174/1389202919666180330153842] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2016] [Revised: 03/01/2017] [Accepted: 03/13/2018] [Indexed: 11/22/2022] Open
Abstract
Adult-onset neuropsychiatric diseases are one of the most challenging areas of medicine. While symptomatic treatments are available, for most of these diseases the exact pathomechanism is not known, thus, disease-modifying therapies are difficult to conceptualize and find. The two most common and best studied neuropsychiatric diseases affecting higher cortical functions in humans are schizophrenia and Alzheimer's disease; both diseases have high heritability, however, the genetic architecture is not fully elucidated. Robust Single Nucleotide Variant (SNV) studies have identified several loci with modest effect sizes. While Copy Number Variants (CNV) make an important contribution to genetic variation, CNV GWAS suffer from dependence on mainly SNP arrays with underperforming genotyping accuracy. We evaluated dynamic range of the assays for three types of CNV loci, including biallelic deletion, high copy gain, and fusion gene, to assess the depth of exploration of the contribution of CNVs to disease susceptibility. Despite the suboptimal genotyping, novel mechanisms are emerging and further large-scale studies with genotyping assays optimized for CNV detection are needed. Furthermore, the CHRFAM7A human-specific fusion gene association warrants large scale locus specific association studies in AD, schizophrenia, bipolar disorder and ADHD.
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Affiliation(s)
- Alexandra R Lew
- Department of Neurology, University at Buffalo, SUNY, Buffalo, NY14203, USA
| | | | - Balint P Sule
- Department of Neurology, University at Buffalo, SUNY, Buffalo, NY14203, USA
| | - Kinga Szigeti
- Department of Neurology, University at Buffalo, SUNY, Buffalo, NY14203, USA
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Soler J, Fañanás L, Parellada M, Krebs MO, Rouleau GA, Fatjó-Vilas M. Genetic variability in scaffolding proteins and risk for schizophrenia and autism-spectrum disorders: a systematic review. J Psychiatry Neurosci 2018; 43:223-244. [PMID: 29947605 PMCID: PMC6019351 DOI: 10.1503/jpn.170066] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2017] [Revised: 10/18/2017] [Accepted: 11/13/2017] [Indexed: 12/13/2022] Open
Abstract
Scaffolding proteins represent an evolutionary solution to controlling the specificity of information transfer in intracellular networks. They are highly concentrated in complexes located in specific subcellular locations. One of these complexes is the postsynaptic density of the excitatory synapses. There, scaffolding proteins regulate various processes related to synaptic plasticity, such as glutamate receptor trafficking and signalling, and dendritic structure and function. Most scaffolding proteins can be grouped into 4 main families: discs large (DLG), discs-large-associated protein (DLGAP), Shank and Homer. Owing to the importance of scaffolding proteins in postsynaptic density architecture, it is not surprising that variants in the genes that code for these proteins have been associated with neuropsychiatric diagnoses, including schizophrenia and autism-spectrum disorders. Such evidence, together with the clinical, neurobiological and genetic overlap described between schizophrenia and autism-spectrum disorders, suggest that alteration of scaffolding protein dynamics could be part of the pathophysiology of both. However, despite the potential importance of scaffolding proteins in these psychiatric conditions, no systematic review has integrated the genetic and molecular data from studies conducted in the last decade. This review has the following goals: to systematically analyze the literature in which common and/or rare genetic variants (single nucleotide polymorphisms, single nucleotide variants and copy number variants) in the scaffolding family genes are associated with the risk for either schizophrenia or autism-spectrum disorders; to explore the implications of the reported genetic variants for gene expression and/or protein function; and to discuss the relationship of these genetic variants to the shared genetic, clinical and cognitive traits of schizophrenia and autism-spectrum disorders.
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Affiliation(s)
- Jordi Soler
- From the Secció Zoologia i Antropologia Biològica, Dept Biologia Evolutiva, Ecologia i Ciències Ambientals, Facultat de Biologia, Universitat de Barcelona, Institut de Biomedicina de la Universitat de Barcelona (IBUB), Spain (Soler, Fañanás, Fatjó-Vilas); the Instituto de Salud Carlos III, Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain (Soler, Fañanás, Parellada, Fatjó-Vilas); Servicio de Psiquiatría del Niño y del Adolescente, Hospital General Universitario Gregorio Marañón, Madrid, Spain, Instituto de Investigación Sanitaria del Hospital Gregorio Marañón (IiSGM), Departamento de Psiquiatría, Facultad de Medicina, Universidad Complutense, Madrid, Spain (Parellada); the Centre Hospitalier Sainte-Anne, Service Hospitalo-Universitaire, Faculté de Médecine Paris Descartes, Paris, France (Krebs); the Université Paris Descartes, Inserm Centre de Psychiatrie et Neurosciences, Laboratoire de Physiopathologie des Maladies Psychiatriques, Paris, France (Krebs); the CNRS, GDR 3557, Institut de Psychiatrie, Paris, France (Krebs); the Montreal Neurological Institute and Hospital, Department of Neurology and Neurosurgery, McGill University, Montreal, QC (Rouleau); and the FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain (Fatjó-Vilas)
| | - Lourdes Fañanás
- From the Secció Zoologia i Antropologia Biològica, Dept Biologia Evolutiva, Ecologia i Ciències Ambientals, Facultat de Biologia, Universitat de Barcelona, Institut de Biomedicina de la Universitat de Barcelona (IBUB), Spain (Soler, Fañanás, Fatjó-Vilas); the Instituto de Salud Carlos III, Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain (Soler, Fañanás, Parellada, Fatjó-Vilas); Servicio de Psiquiatría del Niño y del Adolescente, Hospital General Universitario Gregorio Marañón, Madrid, Spain, Instituto de Investigación Sanitaria del Hospital Gregorio Marañón (IiSGM), Departamento de Psiquiatría, Facultad de Medicina, Universidad Complutense, Madrid, Spain (Parellada); the Centre Hospitalier Sainte-Anne, Service Hospitalo-Universitaire, Faculté de Médecine Paris Descartes, Paris, France (Krebs); the Université Paris Descartes, Inserm Centre de Psychiatrie et Neurosciences, Laboratoire de Physiopathologie des Maladies Psychiatriques, Paris, France (Krebs); the CNRS, GDR 3557, Institut de Psychiatrie, Paris, France (Krebs); the Montreal Neurological Institute and Hospital, Department of Neurology and Neurosurgery, McGill University, Montreal, QC (Rouleau); and the FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain (Fatjó-Vilas)
| | - Mara Parellada
- From the Secció Zoologia i Antropologia Biològica, Dept Biologia Evolutiva, Ecologia i Ciències Ambientals, Facultat de Biologia, Universitat de Barcelona, Institut de Biomedicina de la Universitat de Barcelona (IBUB), Spain (Soler, Fañanás, Fatjó-Vilas); the Instituto de Salud Carlos III, Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain (Soler, Fañanás, Parellada, Fatjó-Vilas); Servicio de Psiquiatría del Niño y del Adolescente, Hospital General Universitario Gregorio Marañón, Madrid, Spain, Instituto de Investigación Sanitaria del Hospital Gregorio Marañón (IiSGM), Departamento de Psiquiatría, Facultad de Medicina, Universidad Complutense, Madrid, Spain (Parellada); the Centre Hospitalier Sainte-Anne, Service Hospitalo-Universitaire, Faculté de Médecine Paris Descartes, Paris, France (Krebs); the Université Paris Descartes, Inserm Centre de Psychiatrie et Neurosciences, Laboratoire de Physiopathologie des Maladies Psychiatriques, Paris, France (Krebs); the CNRS, GDR 3557, Institut de Psychiatrie, Paris, France (Krebs); the Montreal Neurological Institute and Hospital, Department of Neurology and Neurosurgery, McGill University, Montreal, QC (Rouleau); and the FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain (Fatjó-Vilas)
| | - Marie-Odile Krebs
- From the Secció Zoologia i Antropologia Biològica, Dept Biologia Evolutiva, Ecologia i Ciències Ambientals, Facultat de Biologia, Universitat de Barcelona, Institut de Biomedicina de la Universitat de Barcelona (IBUB), Spain (Soler, Fañanás, Fatjó-Vilas); the Instituto de Salud Carlos III, Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain (Soler, Fañanás, Parellada, Fatjó-Vilas); Servicio de Psiquiatría del Niño y del Adolescente, Hospital General Universitario Gregorio Marañón, Madrid, Spain, Instituto de Investigación Sanitaria del Hospital Gregorio Marañón (IiSGM), Departamento de Psiquiatría, Facultad de Medicina, Universidad Complutense, Madrid, Spain (Parellada); the Centre Hospitalier Sainte-Anne, Service Hospitalo-Universitaire, Faculté de Médecine Paris Descartes, Paris, France (Krebs); the Université Paris Descartes, Inserm Centre de Psychiatrie et Neurosciences, Laboratoire de Physiopathologie des Maladies Psychiatriques, Paris, France (Krebs); the CNRS, GDR 3557, Institut de Psychiatrie, Paris, France (Krebs); the Montreal Neurological Institute and Hospital, Department of Neurology and Neurosurgery, McGill University, Montreal, QC (Rouleau); and the FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain (Fatjó-Vilas)
| | - Guy A Rouleau
- From the Secció Zoologia i Antropologia Biològica, Dept Biologia Evolutiva, Ecologia i Ciències Ambientals, Facultat de Biologia, Universitat de Barcelona, Institut de Biomedicina de la Universitat de Barcelona (IBUB), Spain (Soler, Fañanás, Fatjó-Vilas); the Instituto de Salud Carlos III, Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain (Soler, Fañanás, Parellada, Fatjó-Vilas); Servicio de Psiquiatría del Niño y del Adolescente, Hospital General Universitario Gregorio Marañón, Madrid, Spain, Instituto de Investigación Sanitaria del Hospital Gregorio Marañón (IiSGM), Departamento de Psiquiatría, Facultad de Medicina, Universidad Complutense, Madrid, Spain (Parellada); the Centre Hospitalier Sainte-Anne, Service Hospitalo-Universitaire, Faculté de Médecine Paris Descartes, Paris, France (Krebs); the Université Paris Descartes, Inserm Centre de Psychiatrie et Neurosciences, Laboratoire de Physiopathologie des Maladies Psychiatriques, Paris, France (Krebs); the CNRS, GDR 3557, Institut de Psychiatrie, Paris, France (Krebs); the Montreal Neurological Institute and Hospital, Department of Neurology and Neurosurgery, McGill University, Montreal, QC (Rouleau); and the FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain (Fatjó-Vilas)
| | - Mar Fatjó-Vilas
- From the Secció Zoologia i Antropologia Biològica, Dept Biologia Evolutiva, Ecologia i Ciències Ambientals, Facultat de Biologia, Universitat de Barcelona, Institut de Biomedicina de la Universitat de Barcelona (IBUB), Spain (Soler, Fañanás, Fatjó-Vilas); the Instituto de Salud Carlos III, Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain (Soler, Fañanás, Parellada, Fatjó-Vilas); Servicio de Psiquiatría del Niño y del Adolescente, Hospital General Universitario Gregorio Marañón, Madrid, Spain, Instituto de Investigación Sanitaria del Hospital Gregorio Marañón (IiSGM), Departamento de Psiquiatría, Facultad de Medicina, Universidad Complutense, Madrid, Spain (Parellada); the Centre Hospitalier Sainte-Anne, Service Hospitalo-Universitaire, Faculté de Médecine Paris Descartes, Paris, France (Krebs); the Université Paris Descartes, Inserm Centre de Psychiatrie et Neurosciences, Laboratoire de Physiopathologie des Maladies Psychiatriques, Paris, France (Krebs); the CNRS, GDR 3557, Institut de Psychiatrie, Paris, France (Krebs); the Montreal Neurological Institute and Hospital, Department of Neurology and Neurosurgery, McGill University, Montreal, QC (Rouleau); and the FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain (Fatjó-Vilas)
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Murphy MM, Lindsey Burrell T, Cubells JF, España RA, Gambello MJ, Goines KCB, Klaiman C, Li L, Novacek DM, Papetti A, Sanchez Russo RL, Saulnier CA, Shultz S, Walker E, Mulle JG. Study protocol for The Emory 3q29 Project: evaluation of neurodevelopmental, psychiatric, and medical symptoms in 3q29 deletion syndrome. BMC Psychiatry 2018; 18:183. [PMID: 29884173 PMCID: PMC5994080 DOI: 10.1186/s12888-018-1760-5] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Accepted: 05/22/2018] [Indexed: 03/06/2023] Open
Abstract
BACKGROUND 3q29 deletion syndrome is caused by a recurrent hemizygous 1.6 Mb deletion on the long arm of chromosome 3. The syndrome is rare (1 in 30,000 individuals) and is associated with mild to moderate intellectual disability, increased risk for autism and anxiety, and a 40-fold increased risk for schizophrenia, along with a host of physical manifestations. However, the disorder is poorly characterized, the range of manifestations is not well described, and the underlying molecular mechanism is not understood. We designed the Emory 3q29 Project to document the range of neurodevelopmental and psychiatric manifestations associated with 3q29 deletion syndrome. We will also create a biobank of samples from our 3q29 deletion carriers for mechanistic studies, which will be a publicly-available resource for qualified investigators. The ultimate goals of our study are three-fold: first, to improve management and treatment of 3q29 deletion syndrome. Second, to uncover the molecular mechanism of the disorder. Third, to enable cross-disorder comparison with other rare genetic syndromes associated with neuropsychiatric phenotypes. METHODS We will ascertain study subjects, age 6 and older, from our existing registry ( 3q29deletion.org ). Participants and their families will travel to Atlanta, GA for phenotypic assessments, with particular emphasis on evaluation of anxiety, cognitive ability, autism symptomatology, and risk for psychosis via prodromal symptoms and syndromes. Evaluations will be performed using standardized instruments. Structural, diffusion, and resting-state functional MRI data will be collected from eligible study participants. We will also collect blood from the 3q29 deletion carrier and participating family members, to be banked at the NIMH Repository and Genomics Resource (NRGR). DISCUSSION The study of 3q29 deletion has the potential to transform our understanding of complex disease. Study of individuals with the deletion may provide insights into long term care and management of the disorder. Our project describes the protocol for a prospective study of the behavioral and clinical phenotype associated with 3q29 deletion syndrome. The paradigm described here could easily be adapted to study additional CNV or single gene disorders with high risk for neuropsychiatric phenotypes, and/or transferred to other study sites, providing a means for data harmonization and cross-disorder analysis.
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Affiliation(s)
- Melissa M. Murphy
- 0000 0001 0941 6502grid.189967.8Department of Human Genetics, Emory University School of Medicine, Whitehead Research Building, 615 Michael Street, Suite 300, Atlanta, GA 30322 USA
| | - T. Lindsey Burrell
- 0000 0001 0941 6502grid.189967.8Department of Pediatrics, Emory University School of Medicine, 1920 Briarcliff Road NE, Atlanta, GA 30322 USA ,0000 0004 0371 6071grid.428158.2Marcus Autism Center, 1920 Briarcliff Road NE, Atlanta, GA 30322 USA
| | - Joseph F. Cubells
- 0000 0001 0941 6502grid.189967.8Department of Human Genetics, Emory University School of Medicine, Whitehead Research Building, 615 Michael Street, Suite 300, Atlanta, GA 30322 USA ,Emory Autism Center, 1551 Shoup Court, Atlanta, GA 30322 USA ,0000 0001 0941 6502grid.189967.8Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, 12 Executive Park Drive, 2nd floor, Atlanta, GA 30329 USA
| | - Roberto Antonio España
- 0000 0001 0941 6502grid.189967.8Department of Psychology, Emory University, 36 Eagle Row, Atlanta, GA 30322 USA
| | - Michael J. Gambello
- 0000 0001 0941 6502grid.189967.8Department of Human Genetics, Emory University School of Medicine, Whitehead Research Building, 615 Michael Street, Suite 300, Atlanta, GA 30322 USA
| | - Katrina C. B. Goines
- 0000 0001 0941 6502grid.189967.8Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, 12 Executive Park Drive, 2nd floor, Atlanta, GA 30329 USA ,0000 0001 0941 6502grid.189967.8Department of Psychology, Emory University, 36 Eagle Row, Atlanta, GA 30322 USA
| | - Cheryl Klaiman
- 0000 0001 0941 6502grid.189967.8Department of Pediatrics, Emory University School of Medicine, 1920 Briarcliff Road NE, Atlanta, GA 30322 USA ,0000 0004 0371 6071grid.428158.2Marcus Autism Center, 1920 Briarcliff Road NE, Atlanta, GA 30322 USA
| | - Longchuan Li
- 0000 0001 0941 6502grid.189967.8Department of Pediatrics, Emory University School of Medicine, 1920 Briarcliff Road NE, Atlanta, GA 30322 USA ,0000 0004 0371 6071grid.428158.2Marcus Autism Center, 1920 Briarcliff Road NE, Atlanta, GA 30322 USA
| | - Derek M. Novacek
- 0000 0001 0941 6502grid.189967.8Department of Psychology, Emory University, 36 Eagle Row, Atlanta, GA 30322 USA
| | - Ava Papetti
- 0000 0001 0941 6502grid.189967.8Department of Human Genetics, Emory University School of Medicine, Whitehead Research Building, 615 Michael Street, Suite 300, Atlanta, GA 30322 USA
| | - Rossana Lucia Sanchez Russo
- 0000 0001 0941 6502grid.189967.8Department of Human Genetics, Emory University School of Medicine, Whitehead Research Building, 615 Michael Street, Suite 300, Atlanta, GA 30322 USA
| | - Celine A. Saulnier
- 0000 0001 0941 6502grid.189967.8Department of Pediatrics, Emory University School of Medicine, 1920 Briarcliff Road NE, Atlanta, GA 30322 USA
| | - Sarah Shultz
- 0000 0001 0941 6502grid.189967.8Department of Pediatrics, Emory University School of Medicine, 1920 Briarcliff Road NE, Atlanta, GA 30322 USA ,0000 0004 0371 6071grid.428158.2Marcus Autism Center, 1920 Briarcliff Road NE, Atlanta, GA 30322 USA
| | - Elaine Walker
- 0000 0001 0941 6502grid.189967.8Department of Psychology, Emory University, 36 Eagle Row, Atlanta, GA 30322 USA
| | - Jennifer Gladys Mulle
- Department of Human Genetics, Emory University School of Medicine, Whitehead Research Building, 615 Michael Street, Suite 300, Atlanta, GA, 30322, USA. .,Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, 30322, USA.
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Avramopoulos D. Recent Advances in the Genetics of Schizophrenia. MOLECULAR NEUROPSYCHIATRY 2018; 4:35-51. [PMID: 29998117 PMCID: PMC6032037 DOI: 10.1159/000488679] [Citation(s) in RCA: 65] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2017] [Accepted: 03/21/2018] [Indexed: 12/27/2022]
Abstract
The last decade brought tremendous progress in the field of schizophrenia genetics. As a result of extensive collaborations and multiple technological advances, we now recognize many types of genetic variants that increase the risk. These include large copy number variants, rare coding inherited and de novο variants, and over 100 loci harboring common risk variants. While the type and contribution to the risk vary among genetic variants, there is concordance in the functions of genes they implicate, such as those whose RNA binds the fragile X-related protein FMRP and members of the activity-regulated cytoskeletal complex involved in learning and memory. Gene expression studies add important information on the biology of the disease and recapitulate the same functional gene groups. Studies of alternative phenotypes help us widen our understanding of the genetic architecture of mental function and dysfunction, how diseases overlap not only with each other but also with non-disease phenotypes. The challenge is to apply this new knowledge to prevention and treatment and help patients. The data generated so far and emerging technologies, including new methods in cell engineering, offer significant promise that in the next decade we will unlock the translational potential of these significant discoveries.
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Affiliation(s)
- Dimitrios Avramopoulos
- Institute of Genetic Medicine, Johns Hopkins University, Baltimore, Maryland, USA
- Department of Psychiatry, Johns Hopkins University, Baltimore, Maryland, USA
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45
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Parks S, Avramopoulos D, Mulle J, McGrath J, Wang R, Goes FS, Conneely K, Ruczinski I, Yolken R, Pulver AE, Pearce BD. HLA typing using genome wide data reveals susceptibility types for infections in a psychiatric disease enriched sample. Brain Behav Immun 2018; 70:203-213. [PMID: 29574260 DOI: 10.1016/j.bbi.2018.03.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2017] [Revised: 02/27/2018] [Accepted: 03/03/2018] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND The infections Toxoplasma gondii (T. gondii), cytomegalovirus, and Herpes Simplex Virus Type 1 (HSV1) are common persistent infections that have been associated with schizophrenia and bipolar disorder. The major histocompatibility complex (MHC, termed HLA in humans) region has been implicated in these infections and these mental illnesses. The interplay of MHC genetics, mental illness, and infection has not been systematically examined in previous research. METHODS In a cohort of 1636 individuals, we used genome-wide association data to impute 7 HLA types (A, B, C, DRB1, DQA1, DQB1, DPB1), and combined this data with serology data for these infections. We used regression analysis to assess the association between HLA alleles, infections (individually and collectively), and mental disorder status (schizophrenia, bipolar disorder, controls). RESULTS After Bonferroni correction for multiple comparisons, HLA C∗07:01 was associated with increased HSV1 infection among mentally healthy controls (OR 3.4, p = 0.0007) but not in the schizophrenia or bipolar groups (P > 0.05). For the multiple infection outcome, HLA B∗ 38:01 and HLA C∗12:03 were protective in the healthy controls (OR ≈ 0.4) but did not have a statistically-significant effect in the schizophrenia or bipolar groups. T. gondii had several nominally-significant positive associations, including the haplotypes HLA DRB∗03:01 ∼ HLA DQA∗05:01 ∼ HLA DQB∗02:01 and HLA B∗08:01 ∼ HLA C∗07:01. CONCLUSIONS We identified HLA types that showed strong and significant associations with neurotropic infections. Since some of these associations depended on mental illness status, the engagement of HLA-related pathways may be altered in schizophrenia due to immunogenetic differences or exposure history.
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Affiliation(s)
- Samuel Parks
- Dept. of Epidemiology, Rollins School of Public Health, USA
| | - Dimitrios Avramopoulos
- Department of Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jennifer Mulle
- Department of Human Genetics, Emory University, Atlanta, GA, USA
| | - John McGrath
- Department of Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ruihua Wang
- McKusick Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Fernando S Goes
- Department of Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Karen Conneely
- Department of Human Genetics, Emory University, Atlanta, GA, USA
| | - Ingo Ruczinski
- Bloomberg School of Public Heath, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Robert Yolken
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ann E Pulver
- Bloomberg School of Public Heath, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Brad D Pearce
- Dept. of Epidemiology, Rollins School of Public Health, USA.
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Gandal MJ, Haney JR, Parikshak NN, Leppa V, Ramaswami G, Hartl C, Schork AJ, Appadurai V, Buil A, Werge TM, Liu C, White KP, Horvath S, Geschwind DH. Shared molecular neuropathology across major psychiatric disorders parallels polygenic overlap. Science 2018; 359:693-697. [PMID: 29439242 DOI: 10.1126/science.aad6469] [Citation(s) in RCA: 630] [Impact Index Per Article: 105.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2016] [Revised: 06/21/2017] [Accepted: 11/20/2017] [Indexed: 12/26/2022]
Abstract
The predisposition to neuropsychiatric disease involves a complex, polygenic, and pleiotropic genetic architecture. However, little is known about how genetic variants impart brain dysfunction or pathology. We used transcriptomic profiling as a quantitative readout of molecular brain-based phenotypes across five major psychiatric disorders-autism, schizophrenia, bipolar disorder, depression, and alcoholism-compared with matched controls. We identified patterns of shared and distinct gene-expression perturbations across these conditions. The degree of sharing of transcriptional dysregulation is related to polygenic (single-nucleotide polymorphism-based) overlap across disorders, suggesting a substantial causal genetic component. This comprehensive systems-level view of the neurobiological architecture of major neuropsychiatric illness demonstrates pathways of molecular convergence and specificity.
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DeMichele-Sweet MAA, Weamer EA, Klei L, Vrana DT, Hollingshead DJ, Seltman HJ, Sims R, Foroud T, Hernandez I, Moreno-Grau S, Tárraga L, Boada M, Ruiz A, Williams J, Mayeux R, Lopez OL, Sibille EL, Kamboh MI, Devlin B, Sweet RA. Genetic risk for schizophrenia and psychosis in Alzheimer disease. Mol Psychiatry 2018; 23:963-972. [PMID: 28461698 PMCID: PMC5668212 DOI: 10.1038/mp.2017.81] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Revised: 02/23/2017] [Accepted: 02/24/2017] [Indexed: 12/29/2022]
Abstract
Psychotic symptoms, defined as the occurrence of delusions or hallucinations, are frequent in Alzheimer disease (AD), affecting ~40 to 60% of individuals with AD (AD with psychosis (AD+P)). In comparison with AD subjects without psychosis, AD+P subjects have more rapid cognitive decline and poor outcomes. Prior studies have estimated the heritability of psychosis in AD at 61%, but the underlying genetic sources of this risk are not known. We evaluated a Discovery Cohort of 2876 AD subjects with (N=1761) or without psychosis (N=1115). All subjects were genotyped using a custom genotyping array designed to evaluate single-nucleotide polymorphisms (SNPs) with evidence of genetic association with AD+P and include SNPs affecting or putatively affecting risk for schizophrenia and AD. Results were replicated in an independent cohort of 2194 AD subjects with (N=734) or without psychosis (N=1460). We found that AD+P is associated with polygenic risk for a set of novel loci and inversely associated with polygenic risk for schizophrenia. Among the biologic pathways identified by the associations of schizophrenia SNPs with AD+P are endosomal trafficking, autophagy and calcium channel signaling. To the best of our knowledge, these findings provide the first clear demonstration that AD+P is associated with common genetic variation. In addition, they provide an unbiased link between polygenic risk for schizophrenia and a lower risk of psychosis in AD. This provides an opportunity to leverage progress made in identifying the biologic effects of schizophrenia alleles to identify novel mechanisms protecting against more rapid cognitive decline and psychosis risk in AD.
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Affiliation(s)
| | - Elise A. Weamer
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA
| | - Lambertus Klei
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA
| | - Dylan T. Vrana
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA
| | - Deborah J. Hollingshead
- Genomics Research Core of the Health Sciences Core Research Facilities, University of Pittsburgh, Pittsburgh, PA
| | - Howard J. Seltman
- Department of Statistics, Carnegie Mellon University, Pittsburgh, PA
| | - Rebecca Sims
- Division of Psychological Medicine and Clinical Neuroscience, School of Medicine, Cardiff University, Cardiff, UK
| | - Tatiana Foroud
- Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Isabel Hernandez
- Research Center and Memory Clinic of Fundació ACE, Institut Català de Neurociències Aplicades, Barcelona, Spain
| | - Sonia Moreno-Grau
- Research Center and Memory Clinic of Fundació ACE, Institut Català de Neurociències Aplicades, Barcelona, Spain
| | - Lluís Tárraga
- Research Center and Memory Clinic of Fundació ACE, Institut Català de Neurociències Aplicades, Barcelona, Spain
| | - Mercè Boada
- Research Center and Memory Clinic of Fundació ACE, Institut Català de Neurociències Aplicades, Barcelona, Spain
| | - Agustin Ruiz
- Research Center and Memory Clinic of Fundació ACE, Institut Català de Neurociències Aplicades, Barcelona, Spain
| | - Julie Williams
- Division of Psychological Medicine and Clinical Neuroscience, School of Medicine, Cardiff University, Cardiff, UK
| | - Richard Mayeux
- Departments of Neurology, Psychiatry and Epidemiology, Columbia University, New York, NY
| | - Oscar L. Lopez
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA,Department of Neurology, University of Pittsburgh, Pittsburgh, PA
| | - Etienne L. Sibille
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA,Departments of Psychiatry and of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada; Campbell Family Mental Health Research Institute of CAMH, Toronto, ON, Canada
| | - M. Ilyas Kamboh
- Department of Human Genetics, University of Pittsburgh, Pittsburgh, PA
| | - Bernie Devlin
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA
| | - Robert A. Sweet
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA,Department of Neurology, University of Pittsburgh, Pittsburgh, PA,VISN 4 Mental Illness Research, Education and Clinical Center (MIRECC) VA Pittsburgh Healthcare System, Pittsburgh, PA
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48
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Russell TA, Grubisha MJ, Remmers CL, Kang SK, Forrest MP, Smith KR, Kopeikina KJ, Gao R, Sweet RA, Penzes P. A Schizophrenia-Linked KALRN Coding Variant Alters Neuron Morphology, Protein Function, and Transcript Stability. Biol Psychiatry 2018; 83:499-508. [PMID: 29241584 PMCID: PMC5809265 DOI: 10.1016/j.biopsych.2017.10.024] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Revised: 09/12/2017] [Accepted: 10/10/2017] [Indexed: 10/18/2022]
Abstract
BACKGROUND Large-scale genetic studies have revealed that rare sequence variants, including single nucleotide variants (SNVs), in glutamatergic synaptic genes are enriched in schizophrenia patients. However, the majority are too rare to show any association with disease and have not been examined functionally. One such SNV, KALRN-P2255T, displays a penetrance that greatly exceeds that of previously identified schizophrenia-associated SNVs. Therefore, we sought to characterize its effects on the function of kalirin (Kal)-9, a dual Ras-related C3 botulinum toxin substrate 1 and Ras homologue gene family, member A (RhoA) guanine nucleotide exchange factor, upregulated in human schizophrenia brain tissue. METHODS Kal9 was overexpressed in primary rat cortical neurons or human embryonic kidney 293 (HEK293) cells. The effects of the P2255T variant on dendritic branching, dendritic spine morphology, protein and messenger RNA stability, and catalytic activity were examined. RESULTS Kal9-P2255T leads to diminished basal dendritic branching and dendritic spine size, compared with wild-type Kal9. The P2255T SNV directly affected Kal9 protein function, causing increased RhoA activation in HEK293 cells, but had no effect on Ras-related C3 botulinum toxin substrate 1 activation. Consistent with human postmortem findings, we found that Kal9-P2255T protein levels were higher than those of wild-type Kal9 in neurons. Increased messenger RNA stability was detected in HEK293 cells, indicating that this was the cause of the higher protein levels. When analyzed together, increased intrinsic RhoA guanine nucleotide exchange factor catalytic activity combined with increased messenger RNA expression led to net enhancement of RhoA activation, known to negatively impact neuronal morphology. CONCLUSIONS Taken together, our data reveal a novel mechanism for disease-associated SNVs and provide a platform for modeling morphological changes in mental disorders.
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Affiliation(s)
- Theron A. Russell
- Department of Physiology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Melanie J. Grubisha
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA,Department of Neurology, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Christine L. Remmers
- Department of Physiology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Seok Kyu Kang
- Department of Physiology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Marc P. Forrest
- Department of Physiology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Katharine R. Smith
- Department of Physiology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Katherine J. Kopeikina
- Department of Physiology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Ruoqi Gao
- Department of Physiology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Robert A. Sweet
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA,Department of Neurology, University of Pittsburgh School of Medicine, Pittsburgh, PA,VISN 4 Mental Illness Research, Education and Clinical Center (MIRECC), VA Pittsburgh Healthcare System, Pittsburgh, PA
| | - Peter Penzes
- Department of Physiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois; Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
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Mostowska A, Gaczkowska A, Żukowski K, Ludwig K, Hozyasz K, Wójcicki P, Mangold E, Böhmer A, Heilmann-Heimbach S, Knapp M, Zadurska M, Biedziak B, Budner M, Lasota A, Daktera-Micker A, Jagodziński P. Common variants inDLG1locus are associated with non-syndromic cleft lip with or without cleft palate. Clin Genet 2018; 93:784-793. [DOI: 10.1111/cge.13141] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2017] [Revised: 09/13/2017] [Accepted: 09/14/2017] [Indexed: 12/31/2022]
Affiliation(s)
- A. Mostowska
- Department of Biochemistry and Molecular Biology; Poznan University of Medical Sciences; Poznan Poland
| | - A. Gaczkowska
- Department of Biochemistry and Molecular Biology; Poznan University of Medical Sciences; Poznan Poland
| | - K. Żukowski
- Department of Animal Genetics and Breeding; National Research Institute of Animal Production; Balice Poland
| | - K.U. Ludwig
- Institute of Human Genetics; University of Bonn; Bonn Germany
- Department of Genomics; Life and Brain Center, University of Bonn; Bonn Germany
| | - K.K. Hozyasz
- Department of Pediatrics; Institute of Mother and Child; Warsaw Poland
| | - P. Wójcicki
- Plastic Surgery Clinic of Medical University in Wroclaw; Wroclaw Poland
- Department of Plastic Surgery in Specialist Medical Center in Polanica Zdroj; Polanica Zdroj Poland
| | - E. Mangold
- Institute of Human Genetics; University of Bonn; Bonn Germany
| | - A.C. Böhmer
- Institute of Human Genetics; University of Bonn; Bonn Germany
- Department of Genomics; Life and Brain Center, University of Bonn; Bonn Germany
| | - S. Heilmann-Heimbach
- Institute of Human Genetics; University of Bonn; Bonn Germany
- Department of Genomics; Life and Brain Center, University of Bonn; Bonn Germany
| | - M. Knapp
- Institute for Medical Biometry, Informatics and Epidemiology; University of Bonn; Bonn Germany
| | - M. Zadurska
- Department of Orthodontics; Medical University of Warsaw; Warsaw Poland
| | - B. Biedziak
- Department of Dental Surgery, Division of Facial Malformation; Poznan University of Medical Sciences; Poznan Poland
| | - M. Budner
- Eastern Poland Burn Treatment and Reconstructive Center; Leczna Poland
| | - A. Lasota
- Department of Jaw Orthopedics; Medical University of Lublin; Lublin Poland
| | - A. Daktera-Micker
- Department of Dental Surgery, Division of Facial Malformation; Poznan University of Medical Sciences; Poznan Poland
| | - P.P. Jagodziński
- Department of Biochemistry and Molecular Biology; Poznan University of Medical Sciences; Poznan Poland
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50
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Clinical significance of germline copy number variation in susceptibility of human diseases. J Genet Genomics 2018; 45:3-12. [PMID: 29396143 DOI: 10.1016/j.jgg.2018.01.001] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Revised: 12/27/2017] [Accepted: 01/02/2018] [Indexed: 02/06/2023]
Abstract
Germline copy number variation (CNV) is considered to be an important form of human genetic polymorphisms. Previous studies have identified amounts of CNVs in human genome by advanced technologies, such as comparative genomic hybridization, single nucleotide genotyping, and high-throughput sequencing. CNV is speculated to be derived from multiple mechanisms, such as nonallelic homologous recombination (NAHR) and nonhomologous end-joining (NHEJ). CNVs cover a much larger genome scale than single nucleotide polymorphisms (SNPs), and may alter gene expression levels by means of gene dosage, gene fusion, gene disruption, and long-range regulation effects, thus affecting individual phenotypes and playing crucial roles in human pathogenesis. The number of studies linking CNVs with common complex diseases has increased dramatically in recent years. Here, we provide a comprehensive review of the current understanding of germline CNVs, and summarize the association of germline CNVs with the susceptibility to a wide variety of human diseases that were identified in recent years. We also propose potential issues that should be addressed in future studies.
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