1
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Felker SA, Lawlor JMJ, Hiatt SM, Thompson ML, Latner DR, Finnila CR, Bowling KM, Bonnstetter ZT, Bonini KE, Kelly NR, Kelley WV, Hurst ACE, Rashid S, Kelly MA, Nakouzi G, Hendon LG, Bebin EM, Kenny EE, Cooper GM. Poison exon annotations improve the yield of clinically relevant variants in genomic diagnostic testing. Genet Med 2023; 25:100884. [PMID: 37161864 PMCID: PMC10524927 DOI: 10.1016/j.gim.2023.100884] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 05/01/2023] [Accepted: 05/03/2023] [Indexed: 05/11/2023] Open
Abstract
PURPOSE Neurodevelopmental disorders (NDDs) often result from rare genetic variation, but genomic testing yield for NDDs remains below 50%, suggesting that clinically relevant variants may be missed by standard analyses. Here, we analyze "poison exons" (PEs), which are evolutionarily conserved alternative exons often absent from standard gene annotations. Variants that alter PE inclusion can lead to loss of function and may be highly penetrant contributors to disease. METHODS We curated published RNA sequencing data from developing mouse cortex to define 1937 conserved PE regions potentially relevant to NDDs, and we analyzed variants found by genome sequencing in multiple NDD cohorts. RESULTS Across 2999 probands, we found 6 novel clinically relevant variants in PE regions. Five of these variants are in genes that are part of the sodium voltage-gated channel alpha subunit family (SCN1A, SCN2A, and SCN8A), which is associated with epilepsies. One variant is in SNRPB, associated with cerebrocostomandibular syndrome. These variants have moderate to high computational impact assessments, are absent from population variant databases, and in genes with gene-phenotype associations consistent with each probands reported features. CONCLUSION With a very minimal increase in variant analysis burden (average of 0.77 variants per proband), annotation of PEs can improve diagnostic yield for NDDs and likely other congenital conditions.
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Affiliation(s)
| | | | - Susan M Hiatt
- HudsonAlpha Institute for Biotechnology, Huntsville, AL
| | | | | | | | | | | | - Katherine E Bonini
- Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Nicole R Kelly
- Division of Pediatric Genetic Medicine, Department of Pediatrics, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY
| | | | | | | | | | | | | | - E Martina Bebin
- Department of Neurology, University of Alabama at Birmingham, Birmingham, AL
| | - Eimear E Kenny
- Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY; Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
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2
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Lemke AA, Thompson ML, Gimpel EC, McNamara KC, Rich CA, Finnila CR, Cochran ME, Lawlor JMJ, East KM, Bowling KM, Latner DR, Hiatt SM, Amaral MD, Kelley WV, Greve V, Gray DE, Felker SA, Meddaugh H, Cannon A, Luedecke A, Jackson KE, Hendon LG, Janani HM, Johnston M, Merin LA, Deans SL, Tuura C, Hughes T, Williams H, Laborde K, Neu MB, Patrick-Esteve J, Hurst ACE, Kirmse BM, Savich R, Spedale SB, Knight SJ, Barsh GS, Korf BR, Cooper GM, Brothers KB. Parents' Perspectives on the Utility of Genomic Sequencing in the Neonatal Intensive Care Unit. J Pers Med 2023; 13:1026. [PMID: 37511639 PMCID: PMC10382030 DOI: 10.3390/jpm13071026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 06/08/2023] [Accepted: 06/16/2023] [Indexed: 07/30/2023] Open
Abstract
BACKGROUND It is critical to understand the wide-ranging clinical and non-clinical effects of genome sequencing (GS) for parents in the NICU context. We assessed parents' experiences with GS as a first-line diagnostic tool for infants with suspected genetic conditions in the NICU. METHODS Parents of newborns (N = 62) suspected of having a genetic condition were recruited across five hospitals in the southeast United States as part of the SouthSeq study. Semi-structured interviews (N = 78) were conducted after parents received their child's sequencing result (positive, negative, or variants of unknown significance). Thematic analysis was performed on all interviews. RESULTS Key themes included that (1) GS in infancy is important for reproductive decision making, preparing for the child's future care, ending the diagnostic odyssey, and sharing results with care providers; (2) the timing of disclosure was acceptable for most parents, although many reported the NICU environment was overwhelming; and (3) parents deny that receiving GS results during infancy exacerbated parent-infant bonding, and reported variable impact on their feelings of guilt. CONCLUSION Parents reported that GS during the neonatal period was useful because it provided a "backbone" for their child's care. Parents did not consistently endorse negative impacts like interference with parent-infant bonding.
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Affiliation(s)
- Amy A Lemke
- Department of Pediatrics, Norton Children's Research Institute, University of Louisville School of Medicine, Louisville, KY 40202, USA
| | | | - Emily C Gimpel
- Department of Pediatrics, Norton Children's Research Institute, University of Louisville School of Medicine, Louisville, KY 40202, USA
| | - Katelyn C McNamara
- Department of Pediatrics, Norton Children's Research Institute, University of Louisville School of Medicine, Louisville, KY 40202, USA
| | - Carla A Rich
- Department of Pediatrics, Norton Children's Research Institute, University of Louisville School of Medicine, Louisville, KY 40202, USA
| | | | - Meagan E Cochran
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - James M J Lawlor
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Kelly M East
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Kevin M Bowling
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Donald R Latner
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Susan M Hiatt
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | | | - Whitley V Kelley
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Veronica Greve
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - David E Gray
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Stephanie A Felker
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
- Department of Biological Sciences, University of Alabama in Huntsville, Huntsville, AL 35899, USA
| | - Hannah Meddaugh
- Department of Genetics, Ochsner Health System, New Orleans, LA 70121, USA
| | - Ashley Cannon
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Amanda Luedecke
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Kelly E Jackson
- Division of Genetics, Norton Children's Genetics Center, University of Louisville School of Medicine, Louisville, KY 40202, USA
| | - Laura G Hendon
- Department of Pediatrics, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Hillary M Janani
- Neonatal Intensive Care Unit, Woman's Hospital, Baton Rouge, LA 70817, USA
| | - Marla Johnston
- Department of Pediatrics, Children's Hospital New Orleans, New Orleans, LA 70118, USA
| | - Lee Ann Merin
- Department of Pediatrics, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Sarah L Deans
- Department of Pediatrics, Norton Children's Research Institute, University of Louisville School of Medicine, Louisville, KY 40202, USA
| | - Carly Tuura
- Department of Pediatrics, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Trent Hughes
- Department of Pediatrics, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Heather Williams
- Department of Pediatrics, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Kelly Laborde
- Neonatal Intensive Care Unit, Woman's Hospital, Baton Rouge, LA 70817, USA
| | - Matthew B Neu
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | | | - Anna C E Hurst
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Brian M Kirmse
- Department of Pediatrics, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Renate Savich
- Pediatrics Neonatology Division, University of New Mexico Health Sciences Center, Albuquerque, NM 87106, USA
| | - Steven B Spedale
- Neonatal Intensive Care Unit, Woman's Hospital, Baton Rouge, LA 70817, USA
| | - Sara J Knight
- Department of Internal Medicine, University of Utah, Salt Lake City, UT 84112, USA
| | - Gregory S Barsh
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Bruce R Korf
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Gregory M Cooper
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - Kyle B Brothers
- Department of Pediatrics, Norton Children's Research Institute, University of Louisville School of Medicine, Louisville, KY 40202, USA
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3
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Wright CA, Taylor JW, Cochran M, Lawlor JMJ, Moyers BA, Amaral MD, Bonnstetter ZT, Carter P, Solomon V, Myers RM, Love MN, Geldmacher DS, Cooper SJ, Roberson ED, Cochran JN. Contributions of rare and common variation to early-onset and atypical dementia risk. Cold Spring Harb Mol Case Stud 2023:mcs.a006271. [PMID: 37308299 PMCID: PMC10393188 DOI: 10.1101/mcs.a006271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 06/07/2023] [Indexed: 06/14/2023] Open
Abstract
We collected and analyzed genomic sequencing data from individuals with clinician-diagnosed early-onset or atypical dementia. Thirty-two patients were previously described, with sixty-eight newly described in this report. Of those sixty-eight, sixty-two patients self-reported white, non-Hispanic ethnicity and six reported as African American, non-Hispanic. Fifty-three percent of patients had a returnable variant. Five patients harbored a pathogenic variant as defined by the American College of Medical Genetics criteria for pathogenicity. A polygenic risk score was calculated for Alzheimer's patients in the total cohort and compared to the scores of a late-onset Alzheimer's cohort and a control set. Patients with early-onset Alzheimer's had higher non-APOE polygenic risk scores than patients with late onset Alzheimer's, supporting the conclusion that both rare and common genetic variation associate with early-onset neurodegenerative disease risk.
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Nowakowski A“XCH, Balasa G“E, Figueira MF, LaRosa F“TJ, Lawlor JMJ. Coming Full Circle: Reflections and Inspirations from a Cystic Fibrosis Patient Scientist Panel. INQUIRY 2022; 59:469580221086921. [PMID: 35420504 PMCID: PMC9016558 DOI: 10.1177/00469580221086921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Care for many progressive chronic diseases continues to improve, allowing
patients to survive and thrive for longer periods of time1. People
living with such conditions may now find themselves able to achieve long-term
goals in education and career development2. Many people now occupy
the dual roles of scientist and patient3. This commentary article
synthesizes experiences of scientists and advocates with the progressive genetic
disease cystic fibrosis (CF) who collaborated on a career development session
for the Cystic Fibrosis Foundation’s inaugural ResearchCon event in 2019. It
explores how such collaborations affirm and transform individual perspectives on
patient science and its importance in broader scientific research agenda
setting. We first share our own individual insights about the experience and
impact of the ResearchCon panel session before progressing to discussion and
future directions centering the shared insights from one another’s
reflections.
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Affiliation(s)
| | | | - Miriam F. Figueira
- Cystic Fibrosis Research and Treatment Center, University of North Carolina, Chapel Hill, NC, USA
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5
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Sanders M, Lawlor JMJ, Li X, Schuen JN, Millard SL, Zhang X, Buck L, Grysko B, Uhl KL, Hinds D, Stenger CL, Morris M, Lamb N, Levy H, Bupp C, Prokop JW. Genomic, transcriptomic, and protein landscape profile of CFTR and cystic fibrosis. Hum Genet 2021; 140:423-439. [PMID: 32734384 PMCID: PMC7855842 DOI: 10.1007/s00439-020-02211-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2020] [Accepted: 07/25/2020] [Indexed: 01/18/2023]
Abstract
Cystic Fibrosis (CF) is caused most often by removal of amino acid 508 (Phe508del, deltaF508) within CFTR, yet dozens of additional CFTR variants are known to give rise to CF and many variants in the genome are known to contribute to CF pathology. To address CFTR coding variants, we developed a sequence-to-structure-to-dynamic matrix for all amino acids of CFTR using 233 vertebrate species, CFTR structure within a lipid membrane, and 20 ns of molecular dynamic simulation to assess known variants from the CFTR1, CFTR2, ClinVar, TOPmed, gnomAD, and COSMIC databases. Surprisingly, we identify 18 variants of uncertain significance within CFTR from diverse populations that are heritable and a likely cause of CF that have been understudied due to nonexistence in Caucasian populations. In addition, 15 sites within the genome are known to modulate CF pathology, where we have identified one genome region (chr11:34754985-34836401) that contributes to CF through modulation of expression of a noncoding RNA in epithelial cells. These 15 sites are just the beginning of understanding comodifiers of CF, where utilization of eQTLs suggests many additional genomics of CFTR expressing cells that can be influenced by genomic background of CFTR variants. This work highlights that many additional insights of CF genetics are needed, particularly as pharmaceutical interventions increase in the coming years.
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Affiliation(s)
- Morgan Sanders
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, 400 Monroe Ave NW, Grand Rapids, MI, 49503, USA
| | - James M J Lawlor
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | - Xiaopeng Li
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, 400 Monroe Ave NW, Grand Rapids, MI, 49503, USA
| | - John N Schuen
- Pediatric Pulmonology, Helen DeVos Children's Hospital, Grand Rapids, MI, 49503, USA
| | - Susan L Millard
- Pediatric Pulmonology, Helen DeVos Children's Hospital, Grand Rapids, MI, 49503, USA
| | - Xi Zhang
- Department of Pediatrics, Division of Pulmonary Medicine, National Jewish Health, Denver, CO, 80206, USA
| | - Leah Buck
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, 400 Monroe Ave NW, Grand Rapids, MI, 49503, USA
- Department of Mathematics, University of North Alabama, Florence, AL, 35632, USA
| | - Bethany Grysko
- Spectrum Health Medical Genetics, Grand Rapids, MI, 49503, USA
| | - Katie L Uhl
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, 400 Monroe Ave NW, Grand Rapids, MI, 49503, USA
| | - David Hinds
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, 400 Monroe Ave NW, Grand Rapids, MI, 49503, USA
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | - Cynthia L Stenger
- Department of Mathematics, University of North Alabama, Florence, AL, 35632, USA
| | - Michele Morris
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | - Neil Lamb
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | - Hara Levy
- Department of Pediatrics, Division of Pulmonary Medicine, National Jewish Health, Denver, CO, 80206, USA
| | - Caleb Bupp
- Spectrum Health Medical Genetics, Grand Rapids, MI, 49503, USA
| | - Jeremy W Prokop
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, 400 Monroe Ave NW, Grand Rapids, MI, 49503, USA.
- Department of Pharmacology and Toxicology, Michigan State University, East Lansing, MI, 48824, USA.
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6
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Childerhose JE, Rich CA, East KM, Kelley WV, Simmons S, Finnila CR, Bowling KM, Amaral MD, Hiatt SM, Thompson M, Gray DE, Lawlor JMJ, Myers RM, Barsh GS, Bebin EM, Cooper GM, Brothers KB, Brothers KB. The Therapeutic Odyssey: Positioning Genomic Sequencing in the Search for a Child's Best Possible Life. AJOB Empir Bioeth 2021; 12:179-189. [PMID: 33843487 PMCID: PMC9922533 DOI: 10.1080/23294515.2021.1907475] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Background: The desire of parents to obtain a genetic diagnosis for their child with intellectual disability and associated symptoms has long been framed as a diagnostic odyssey, an arduous and sometimes perilous journey focused on the goal of identifying a cause for the child's condition.Methods: Semi-structured interviews (N = 60) were conducted with parents of children (N = 59, aged 2-24 years) with intellectual disability and/or developmental delay (IDD) who underwent genome sequencing at a single pediatric multispecialty clinic. Interviews were conducted after parents received their child's sequencing result (positive findings, negative findings, or variants of unknown significance). Thematic analysis was performed on all interviews.Results: Parents reported that obtaining a genetic diagnosis was one important step in their overall goal of helping their child live their best life possible life. They intended to use the result as a tool to help their child by seeking the correct school placement and obtaining benefits and therapeutic services.Conclusions: For the parents of children with IDD, the search for a genetic diagnosis is best conceptualized as a part of parents' ongoing efforts to leverage various diagnoses to obtain educational and therapeutic services for their children. Cleaving parents' search for a genetic diagnosis from these broader efforts obscures the value that some parents place on a sequencing result in finding and tailoring therapies and services beyond the clinic. Interviews with parents reveal, therefore, that genomic sequencing is best understood as one important stage of an ongoing therapeutic odyssey that largely takes place outside the clinic. Findings suggest the need to expand translational research efforts to contextualize a genetic diagnosis within parents' broader efforts to obtain educational and therapeutic services outside clinical contexts.
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Affiliation(s)
- Janet E. Childerhose
- Division of General Internal Medicine, The Ohio State University, Columbus, Ohio, USA.,Division of Pediatric Clinical and Translational Research, University of Louisville, Louisville, Kentucky, USA
| | - Carla A. Rich
- Division of Pediatric Clinical and Translational Research, University of Louisville, Louisville, Kentucky, USA
| | - Kelly M. East
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | | | - Shirley Simmons
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | | | - Kevin M. Bowling
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | | | - Susan M. Hiatt
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | | | - David E. Gray
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | | | - Richard M. Myers
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | - Gregory S. Barsh
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | - E. Martina Bebin
- The University of Alabama at Birmingham School of Medicine, Birmingham, Alabama, USA
| | - Greg M. Cooper
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | - Kyle B. Brothers
- Division of Pediatric Clinical and Translational Research, University of Louisville, Louisville, Kentucky, USA.,Correspondence to: Kyle B. Brothers, MD, PhD, University of Louisville School of Medicine, 231 E. Chestnut St., N-97, Louisville, KY 40202, Work Phone: 502-588-0797, Cell Phone: 502-762-8666, Fax: 502-629-5285,
| | - Kyle Bertram Brothers
- Division of Pediatric Clinical and Translational Research, University of Louisville, Louisville, Kentucky, USA
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7
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Cochran JN, McKinley EC, Cochran M, Amaral MD, Moyers BA, Lasseigne BN, Gray DE, Lawlor JMJ, Prokop JW, Geier EG, Holt JM, Thompson ML, Newberry JS, Yokoyama JS, Worthey EA, Geldmacher DS, Love MN, Cooper GM, Myers RM, Roberson ED. Genome sequencing for early-onset or atypical dementia: high diagnostic yield and frequent observation of multiple contributory alleles. Cold Spring Harb Mol Case Stud 2019; 5:mcs.a003491. [PMID: 31836585 PMCID: PMC6913143 DOI: 10.1101/mcs.a003491] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Accepted: 10/25/2019] [Indexed: 12/14/2022] Open
Abstract
We assessed the results of genome sequencing for early-onset dementia. Participants were selected from a memory disorders clinic. Genome sequencing was performed along with C9orf72 repeat expansion testing. All returned sequencing results were Sanger-validated. Prior clinical diagnoses included Alzheimer's disease, frontotemporal dementia, and unspecified dementia. The mean age of onset was 54 (41–76). Fifty percent of patients had a strong family history, 37.5% had some, and 12.5% had no known family history. Nine of 32 patients (28%) had a variant defined as pathogenic or likely pathogenic (P/LP) by American College of Medical Genetics and Genomics standards, including variants in APP, C9orf72, CSF1R, and MAPT. Nine patients (including three with P/LP variants) harbored established risk alleles with moderate penetrance (odds ratios of ∼2–5) in ABCA7, AKAP9, GBA, PLD3, SORL1, and TREM2. All six patients harboring these moderate penetrance variants but not P/LP variants also had one or two APOE ε4 alleles. One patient had two APOE ε4 alleles with no other established contributors. In total, 16 patients (50%) harbored one or more genetic variants likely to explain symptoms. We identified variants of uncertain significance (VUSs) in ABI3, ADAM10, ARSA, GRID2IP, MME, NOTCH3, PLCD1, PSEN1, TM2D3, TNK1, TTC3, and VPS13C, also often along with other variants. In summary, genome sequencing for early-onset dementia frequently identified multiple established or possible contributory alleles. These observations add support for an oligogenic model for early-onset dementia.
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Affiliation(s)
| | - Emily C McKinley
- Alzheimer's Disease Center, Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama 35294, USA
| | - Meagan Cochran
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA
| | - Michelle D Amaral
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA
| | - Bryan A Moyers
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA
| | | | - David E Gray
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA
| | - James M J Lawlor
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA
| | - Jeremy W Prokop
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA.,Department of Pediatrics and Human Development, Michigan State University, East Lansing, Michigan 48824, USA
| | - Ethan G Geier
- Department of Neurology, Memory and Aging Center, University of California San Francisco, San Francisco, California 94158, USA
| | - James M Holt
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA
| | | | - J Scott Newberry
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA
| | - Jennifer S Yokoyama
- Department of Neurology, Memory and Aging Center, University of California San Francisco, San Francisco, California 94158, USA
| | | | - David S Geldmacher
- Alzheimer's Disease Center, Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama 35294, USA
| | - Marissa Natelson Love
- Alzheimer's Disease Center, Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama 35294, USA
| | - Gregory M Cooper
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA
| | - Richard M Myers
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA
| | - Erik D Roberson
- Alzheimer's Disease Center, Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama 35294, USA
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8
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Hiatt SM, Thompson ML, Prokop JW, Lawlor JMJ, Gray DE, Bebin EM, Rinne T, Kempers M, Pfundt R, van Bon BW, Mignot C, Nava C, Depienne C, Kalsner L, Rauch A, Joset P, Bachmann-Gagescu R, Wentzensen IM, McWalter K, Cooper GM. Deleterious Variation in BRSK2 Associates with a Neurodevelopmental Disorder. Am J Hum Genet 2019; 104:701-708. [PMID: 30879638 PMCID: PMC6451696 DOI: 10.1016/j.ajhg.2019.02.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2018] [Accepted: 02/01/2019] [Indexed: 01/08/2023] Open
Abstract
Developmental delay and intellectual disability (DD and ID) are heterogeneous phenotypes that arise in many rare monogenic disorders. Because of this rarity, developing cohorts with enough individuals to robustly identify disease-associated genes is challenging. Social-media platforms that facilitate data sharing among sequencing labs can help to address this challenge. Through one such tool, GeneMatcher, we identified nine DD- and/or ID-affected probands with a rare, heterozygous variant in the gene encoding the serine/threonine-protein kinase BRSK2. All probands have a speech delay, and most present with intellectual disability, motor delay, behavioral issues, and autism. Six of the nine variants are predicted to result in loss of function, and computational modeling predicts that the remaining three missense variants are damaging to BRSK2 structure and function. All nine variants are absent from large variant databases, and BRSK2 is, in general, relatively intolerant to protein-altering variation among humans. In all six probands for whom parents were available, the mutations were found to have arisen de novo. Five of these de novo variants were from cohorts with at least 400 sequenced probands; collectively, the cohorts span 3,429 probands, and the observed rate of de novo variation in these cohorts is significantly higher than the estimated background-mutation rate (p = 2.46 × 10-6). We also find that exome sequencing provides lower coverage and appears less sensitive to rare variation in BRSK2 than does genome sequencing; this fact most likely reduces BRSK2's visibility in many clinical and research sequencing efforts. Altogether, our results implicate damaging variation in BRSK2 as a source of neurodevelopmental disease.
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Affiliation(s)
- Susan M Hiatt
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | | | - Jeremy W Prokop
- Department of Pediatrics and Human Development, Michigan State University, East Lansing, MI 48824, USA
| | - James M J Lawlor
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - David E Gray
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA
| | - E Martina Bebin
- Department of Neurology, University of Alabama Birmingham, Birmingham, AL 35294, USA
| | - Tuula Rinne
- Department of Human Genetics, Radboud University Medical Center, 6500 HB Nijmegen, the Netherlands
| | - Marlies Kempers
- Department of Human Genetics, Radboud University Medical Center, 6500 HB Nijmegen, the Netherlands
| | - Rolph Pfundt
- Department of Human Genetics, Radboud University Medical Center, 6500 HB Nijmegen, the Netherlands
| | - Bregje W van Bon
- Department of Human Genetics, Radboud University Medical Center, 6500 HB Nijmegen, the Netherlands
| | - Cyril Mignot
- Département de Génétique, Groupe Hospitalier Pitié-Salpêtrière, Assistance Publique - Hôpitaux de Paris, Paris 75013, France; Centres de Référence Maladies Rares, Déficiences Intellectuelles de Causes Rares, Paris 75013, France; Groupes de Recherche Clinique Paris Sorbonne Déficience Intellectuelle et Autisme, Paris 75013, France
| | - Caroline Nava
- Département de Génétique, Groupe Hospitalier Pitié-Salpêtrière, Assistance Publique - Hôpitaux de Paris, Paris 75013, France; Faculté de Médecine, Institut du Cerveau et de la Moelle épinière, Sorbonne Université, Paris 75013, France
| | - Christel Depienne
- Faculté de Médecine, Institut du Cerveau et de la Moelle épinière, Sorbonne Université, Paris 75013, France; Institute of Human Genetics, University Hospital Essen, University of Duisburg-Essen, Essen 45147, Germany
| | - Louisa Kalsner
- Connecticut Children's Medical Center, Farmington, CT 06032, USA
| | - Anita Rauch
- Institute of Medical Genetics, University of Zurich, Schlieren 8952, Switzerland; Radiz-Rare Disease Initiative Zurich, Clinical Research Priority Program, University of Zurich, Zurich 8032, Switzerland
| | - Pascal Joset
- Institute of Medical Genetics, University of Zurich, Schlieren 8952, Switzerland
| | | | | | | | - Gregory M Cooper
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA.
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9
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Hiatt SM, Amaral MD, Bowling KM, Finnila CR, Thompson ML, Gray DE, Lawlor JMJ, Cochran JN, Bebin EM, Brothers KB, East KM, Kelley WV, Lamb NE, Levy SE, Lose EJ, Neu MB, Rich CA, Simmons S, Myers RM, Barsh GS, Cooper GM. Systematic reanalysis of genomic data improves quality of variant interpretation. Clin Genet 2018; 94:174-178. [PMID: 29652076 DOI: 10.1111/cge.13259] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2017] [Revised: 03/22/2018] [Accepted: 03/28/2018] [Indexed: 12/30/2022]
Abstract
As genomic sequencing expands, so does our knowledge of the link between genetic variation and disease. Deeper catalogs of variant frequencies improve identification of benign variants, while sequencing affected individuals reveals disease-associated variation. Accumulation of human genetic data thus makes reanalysis a means to maximize the benefits of clinical sequencing. We implemented pipelines to systematically reassess sequencing data from 494 individuals with developmental disability. Reanalysis yielded pathogenic or likely pathogenic (P/LP) variants that were not initially reported in 23 individuals, 6 described here, comprising a 16% increase in P/LP yield. We also downgraded 3 LP and 6 variants of uncertain significance (VUS) due to updated population frequency data. The likelihood of identifying a new P/LP variant increased over time, as ~22% of individuals who did not receive a P/LP variant at their original analysis subsequently did after 3 years. We show here that reanalysis and data sharing increase the diagnostic yield and accuracy of clinical sequencing.
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Affiliation(s)
- S M Hiatt
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama
| | - M D Amaral
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama
| | - K M Bowling
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama
| | - C R Finnila
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama
| | - M L Thompson
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama
| | - D E Gray
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama
| | - J M J Lawlor
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama
| | - J N Cochran
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama
| | - E M Bebin
- University of Alabama at Birmingham, Birmingham, Alabama
| | | | - K M East
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama
| | - W V Kelley
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama
| | - N E Lamb
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama
| | - S E Levy
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama
| | - E J Lose
- University of Alabama at Birmingham, Birmingham, Alabama
| | - M B Neu
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama
| | - C A Rich
- University of Louisville, Louisville, Kentucky
| | - S Simmons
- University of Alabama at Birmingham, Birmingham, Alabama
| | - R M Myers
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama
| | - G S Barsh
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama
| | - G M Cooper
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama
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10
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Thompson ML, Finnila CR, Bowling KM, Brothers KB, Neu MB, Amaral MD, Hiatt SM, East KM, Gray DE, Lawlor JMJ, Kelley WV, Lose EJ, Rich CA, Simmons S, Levy SE, Myers RM, Barsh GS, Bebin EM, Cooper GM. Genomic sequencing identifies secondary findings in a cohort of parent study participants. Genet Med 2018; 20:1635-1643. [PMID: 29790872 PMCID: PMC6185813 DOI: 10.1038/gim.2018.53] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2017] [Accepted: 03/06/2018] [Indexed: 12/19/2022] Open
Abstract
PURPOSE Clinically relevant secondary variants were identified in parents enrolled with a child with developmental delay and intellectual disability. METHODS Exome/genome sequencing and analysis of 789 "unaffected" parents was performed. RESULTS Pathogenic/likely pathogenic variants were identified in 21 genes within 25 individuals (3.2%), with 11 (1.4%) participants harboring variation in a gene defined as clinically actionable by the American College of Medical Genetics and Genomics. These 25 individuals self-reported either relevant clinical diagnoses (5); relevant family history or symptoms (13); or no relevant family history, symptoms, or clinical diagnoses (7). A limited carrier screen was performed yielding 15 variants in 48 (6.1%) parents. Parents were also analyzed as mate pairs (n = 365) to identify cases in which both parents were carriers for the same recessive disease, yielding three such cases (0.8%), two of which had children with the relevant recessive disease. Four participants had two findings (one carrier and one noncarrier variant). In total, 71 of the 789 enrolled parents (9.0%) received secondary findings. CONCLUSION We provide an overview of the rates and types of clinically relevant secondary findings, which may be useful in the design and implementation of research and clinical sequencing efforts to identify such findings.
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Affiliation(s)
| | | | - Kevin M Bowling
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | - Kyle B Brothers
- Department of Pediatrics, University of Louisville, Louisville, Kentucky, USA
| | - Matthew B Neu
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA.,University of Alabama at Birmingham, Birmingham, Alabama, USA
| | | | - Susan M Hiatt
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | - Kelly M East
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | - David E Gray
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | - James M J Lawlor
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | - Whitley V Kelley
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | - Edward J Lose
- University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Carla A Rich
- Department of Pediatrics, University of Louisville, Louisville, Kentucky, USA
| | - Shirley Simmons
- University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Shawn E Levy
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | - Richard M Myers
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | - Gregory S Barsh
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | - E Martina Bebin
- University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Gregory M Cooper
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA.
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