Clinical sites of the Undiagnosed Diseases Network: unique contributions to genomic medicine and science.

exome sequencing genome sequencing phenotyping ultrarare diseases undiagnosed diseases

Journal

Genetics in medicine : official journal of the American College of Medical Genetics
ISSN: 1530-0366
Titre abrégé: Genet Med
Pays: United States
ID NLM: 9815831

Informations de publication

Date de publication:
02 2021
Historique:
received: 19 06 2020
accepted: 18 09 2020
revised: 17 09 2020
pubmed: 24 10 2020
medline: 4 6 2021
entrez: 23 10 2020
Statut: ppublish

Résumé

The NIH Undiagnosed Diseases Network (UDN) evaluates participants with disorders that have defied diagnosis, applying personalized clinical and genomic evaluations and innovative research. The clinical sites of the UDN are essential to advancing the UDN mission; this study assesses their contributions relative to standard clinical practices. We analyzed retrospective data from four UDN clinical sites, from July 2015 to September 2019, for diagnoses, new disease gene discoveries and the underlying investigative methods. Of 791 evaluated individuals, 231 received 240 diagnoses and 17 new disease-gene associations were recognized. Straightforward diagnoses on UDN exome and genome sequencing occurred in 35% (84/240). We considered these tractable in standard clinical practice, although genome sequencing is not yet widely available clinically. The majority (156/240, 65%) required additional UDN-driven investigations, including 90 diagnoses that occurred after prior nondiagnostic exome sequencing and 45 diagnoses (19%) that were nongenetic. The UDN-driven investigations included complementary/supplementary phenotyping, innovative analyses of genomic variants, and collaborative science for functional assays and animal modeling. Investigations driven by the clinical sites identified diagnostic and research paradigms that surpass standard diagnostic processes. The new diagnoses, disease gene discoveries, and delineation of novel disorders represent a model for genomic medicine and science.

Identifiants

pubmed: 33093671
doi: 10.1038/s41436-020-00984-z
pii: S1098-3600(21)02544-2
pmc: PMC7867619
mid: NIHMS1645489
doi:

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, N.I.H., Intramural

Langues

eng

Sous-ensembles de citation

IM

Pagination

259-271

Subventions

Organisme : NHGRI NIH HHS
ID : U01 HG007672
Pays : United States
Organisme : NHGRI NIH HHS
ID : U01 HG010218
Pays : United States
Organisme : Intramural NIH HHS
ID : Z01 HG000215
Pays : United States
Organisme : NHGRI NIH HHS
ID : U01 HG007530
Pays : United States
Organisme : NHGRI NIH HHS
ID : U01 HG007708
Pays : United States
Organisme : NIDDK NIH HHS
ID : RC2 DK118640
Pays : United States
Organisme : NHGRI NIH HHS
ID : U01 HG007674
Pays : United States
Organisme : NHGRI NIH HHS
ID : F32 HG000215
Pays : United States

Investigateurs

Mercedes E Alejandro (ME)
Mahshid S Azamian (MS)
Carlos A Bacino (CA)
Ashok Balasubramanyam (A)
Lindsay C Burrage (LC)
Hsiao-Tuan Chao (HT)
Gary D Clark (GD)
William J Craigen (WJ)
Hongzheng Dai (H)
Shweta U Dhar (SU)
Lisa T Emrick (LT)
Alica M Goldman (AM)
Neil A Hanchard (NA)
Fariha Jamal (F)
Lefkothea Karaviti (L)
Seema R Lalani (SR)
Brendan H Lee (BH)
Richard A Lewis (RA)
Ronit Marom (R)
Paolo M Moretti (PM)
David R Murdock (DR)
Sarah K Nicholas (SK)
James P Orengo (JP)
Jennifer E Posey (JE)
Lorraine Potocki (L)
Jill A Rosenfeld (JA)
Susan L Samson (SL)
Daryl A Scott (DA)
Alyssa A Tran (AA)
Tiphanie P Vogel (TP)
Michael F Wangler (MF)
Shinya Yamamoto (S)
Christine M Eng (CM)
Pengfei Liu (P)
Patricia A Ward (PA)
Edward Behrens (E)
Matthew Deardorff (M)
Marni Falk (M)
Kelly Hassey (K)
Kathleen Sullivan (K)
Adeline Vanderver (A)
David B Goldstein (DB)
Heidi Cope (H)
Allyn McConkie-Rosell (A)
Kelly Schoch (K)
Vandana Shashi (V)
Edward C Smith (EC)
Rebecca C Spillmann (RC)
Jennifer A Sullivan (JA)
Queenie K-G Tan (QK)
Nicole M Walley (NM)
Pankaj B Agrawal (PB)
Alan H Beggs (AH)
Gerard T Berry (GT)
Lauren C Briere (LC)
Laurel A Cobban (LA)
Matthew Coggins (M)
Cynthia M Cooper (CM)
Elizabeth L Fieg (EL)
Frances High (F)
Ingrid A Holm (IA)
Susan Korrick (S)
Joel B Krier (JB)
Sharyn A Lincoln (SA)
Joseph Loscalzo (J)
Richard L Maas (RL)
Calum A MacRae (CA)
J Carl Pallais (JC)
Deepak A Rao (DA)
Lance H Rodan (LH)
Edwin K Silverman (EK)
Joan M Stoler (JM)
David A Sweetser (DA)
Melissa Walker (M)
Chris A Walsh (CA)
Cecilia Esteves (C)
Emily G Kelley (EG)
Isaac S Kohane (IS)
Kimberly LeBlanc (K)
Alexa T McCray (AT)
Anna Nagy (A)
Surendra Dasari (S)
Brendan C Lanpher (BC)
Ian R Lanza (IR)
Eva Morava (E)
Devin Oglesbee (D)
Guney Bademci (G)
Deborah Barbouth (D)
Stephanie Bivona (S)
Olveen Carrasquillo (O)
Ta Chen Peter Chang (TCP)
Irman Forghani (I)
Alana Grajewski (A)
Rosario Isasi (R)
Byron Lam (B)
Roy Levitt (R)
Xue Zhong Liu (XZ)
Jacob McCauley (J)
Ralph Sacco (R)
Mario Saporta (M)
Judy Schaechter (J)
Mustafa Tekin (M)
Fred Telischi (F)
Willa Thorson (W)
Stephan Zuchner (S)
Heather A Colley (HA)
Jyoti G Dayal (JG)
David J Eckstein (DJ)
Laurie C Findley (LC)
Donna M Krasnewich (DM)
Laura A Mamounas (LA)
Teri A Manolio (TA)
John J Mulvihill (JJ)
Grace L LaMoure (GL)
Madison P Goldrich (MP)
Tiina K Urv (TK)
Argenia L Doss (AL)
Maria T Acosta (MT)
Carsten Bonnenmann (C)
Precilla D'Souza (P)
David D Draper (DD)
Carlos Ferreira (C)
Rena A Godfrey (RA)
Catherine A Groden (CA)
Ellen F Macnamara (EF)
Valerie V Maduro (VV)
Thomas C Markello (TC)
Avi Nath (A)
Donna Novacic (D)
Barbara N Pusey (BN)
Camilo Toro (C)
Colleen E Wahl (CE)
Eva Baker (E)
Elizabeth A Burke (EA)
David R Adams (DR)
William A Gahl (WA)
May Christine V Malicdan (MCV)
Cynthia J Tifft (CJ)
Lynne A Wolfe (LA)
John Yang (J)
Bradley Power (B)
Bernadette Gochuico (B)
Laryssa Huryn (L)
Lea Latham (L)
Joie Davis (J)
Deborah Mosbrook-Davis (D)
Francis Rossignol (F)
Ben Solomon (B)
John MacDowall (J)
Audrey Thurm (A)
Wadih Zein (W)
Muhammad Yousef (M)
Margaret Adam (M)
Laura Amendola (L)
Michael Bamshad (M)
Anita Beck (A)
Jimmy Bennett (J)
Beverly Berg-Rood (B)
Elizabeth Blue (E)
Brenna Boyd (B)
Peter Byers (P)
Sirisak Chanprasert (S)
Michael Cunningham (M)
Katrina Dipple (K)
Daniel Doherty (D)
Dawn Earl (D)
Ian Glass (I)
Katie Golden-Grant (K)
Sihoun Hahn (S)
Anne Hing (A)
Fuki M Hisama (FM)
Martha Horike-Pyne (M)
Gail P Jarvik (GP)
Jeffrey Jarvik (J)
Suman Jayadev (S)
Christina Lam (C)
Kenneth Maravilla (K)
Heather Mefford (H)
J Lawrence Merritt (JL)
Ghayda Mirzaa (G)
Deborah Nickerson (D)
Wendy Raskind (W)
Natalie Rosenwasser (N)
C Ron Scott (CR)
Angela Sun (A)
Virginia Sybert (V)
Stephanie Wallace (S)
Mark Wener (M)
Tara Wenger (T)
Euan A Ashley (EA)
Gill Bejerano (G)
Jonathan A Bernstein (JA)
Devon Bonner (D)
Terra R Coakley (TR)
Liliana Fernandez (L)
Paul G Fisher (PG)
Laure Fresard (L)
Jason Hom (J)
Yong Huang (Y)
Jennefer N Kohler (JN)
Elijah Kravets (E)
Marta M Majcherska (MM)
Beth A Martin (BA)
Shruti Marwaha (S)
Colleen E McCormack (CE)
Archana N Raja (AN)
Chloe M Reuter (CM)
Maura Ruzhnikov (M)
Jacinda B Sampson (JB)
Kevin S Smith (KS)
Shirley Sutton (S)
Holly K Tabor (HK)
Brianna M Tucker (BM)
Matthew T Wheeler (MT)
Diane B Zastrow (DB)
Chunli Zhao (C)
William E Byrd (WE)
Andrew B Crouse (AB)
Matthew Might (M)
Mariko Nakano-Okuno (M)
Jordan Whitlock (J)
Gabrielle Brown (G)
Manish J Butte (MJ)
Esteban C Dell'Angelica (EC)
Naghmeh Dorrani (N)
Emilie D Douine (ED)
Brent L Fogel (BL)
Irma Gutierrez (I)
Alden Huang (A)
Deborah Krakow (D)
Hane Lee (H)
Sandra K Loo (SK)
Bryan C Mak (BC)
Martin G Martin (MG)
Julian A Martínez-Agosto (JA)
Elisabeth McGee (E)
Stanley F Nelson (SF)
Shirley Nieves-Rodriguez (S)
Christina G S Palmer (CGS)
Jeanette C Papp (JC)
Neil H Parker (NH)
Genecee Renteria (G)
Rebecca H Signer (RH)
Janet S Sinsheimer (JS)
Jijun Wan (J)
Lee-Kai Wang (LK)
Katherine Wesseling Perry (KW)
Jeremy D Woods (JD)
Justin Alvey (J)
Ashley Andrews (A)
Jim Bale (J)
John Bohnsack (J)
Lorenzo Botto (L)
John Carey (J)
Laura Pace (L)
Nicola Longo (N)
Gabor Marth (G)
Paolo Moretti (P)
Aaron Quinlan (A)
Matt Velinder (M)
Dave Viskochil (D)
Pinar Bayrak-Toydemir (P)
Rong Mao (R)
Monte Westerfield (M)
Anna Bican (A)
Elly Brokamp (E)
Laura Duncan (L)
Rizwan Hamid (R)
Jennifer Kennedy (J)
Mary Kozuira (M)
John H Newman (JH)
John A Phillips (JA)
Lynette Rives (L)
Amy K Robertson (AK)
Emily Solem (E)
Joy D Cogan (JD)
F Sessions Cole (FS)
Nichole Hayes (N)
Dana Kiley (D)
Kathy Sisco (K)
Jennifer Wambach (J)
Daniel Wegner (D)
Dustin Baldridge (D)
Stephen Pak (S)
Timothy Schedl (T)
Jimann Shin (J)
Lilianna Solnica-Krezel (L)

Références

Gahl WA, Wise AL, Ashley EA. The Undiagnosed Diseases Network of the National Institutes of Health: a national extension. JAMA. 2015;314:1797–1798.
doi: 10.1001/jama.2015.12249
Undiagnosed Diseases Network. 2017. https://undiagnosed.hms.harvard.edu/ . Accessed 2020.
Splinter K, Adams DR, Bacino CA, et al. Effect of genetic diagnosis on patients with previously undiagnosed disease. N Engl J Med. 2018;379:2131–2139.
doi: 10.1056/NEJMoa1714458
Gahl WA, Tifft CJ. The NIH Undiagnosed Diseases Program: lessons learned. JAMA. 2011;305:1904–1905.
doi: 10.1001/jama.2011.613
Global Genes. Rare disease statistics. 2015. https://ir.alexion.com/static-files/e07be2fa-fb02-43d7-ad00-844e3c66e86f . Accessed 2020.
Nguengang Wakap S, Lambert DM, Olry A, et al. Estimating cumulative point prevalence of rare diseases: analysis of the Orphanet database. Eur J Hum Genet. 2020;28:165–173.
doi: 10.1038/s41431-019-0508-0
Need AC, Shashi V, Hitomi Y, et al. Clinical application of exome sequencing in undiagnosed genetic conditions. J Med Genet. 2012;49:353–361.
doi: 10.1136/jmedgenet-2012-100819
Lee H, Deignan JL, Dorrani N, et al. Clinical exome sequencing for genetic identification of rare Mendelian disorders. JAMA. 2014;312:1880–1887.
doi: 10.1001/jama.2014.14604
Yang Y, Muzny DM, Xia F, et al. Molecular findings among patients referred for clinical whole-exome sequencing. JAMA. 2014;312:1870–1879.
doi: 10.1001/jama.2014.14601
Baldridge D, Heeley J, Vineyard M, et al. The Exome Clinic and the role of medical genetics expertise in the interpretation of exome sequencing results. Genet Med. 2017;19:1040–1048.
doi: 10.1038/gim.2016.224
Bowdin S, Gilbert A, Bedoukian E, et al. Recommendations for the integration of genomics into clinical practice. Genet Med. 2016;18:1075–1084.
doi: 10.1038/gim.2016.17
Lazaridis KN, McAllister TM, Babovic-Vuksanovic D, et al. Implementing individualized medicine into the medical practice. Am J Med Genet C Semin Med Genet. 2014;166c:15–23.
doi: 10.1002/ajmg.c.31387
Lazaridis KN, Schahl KA, Cousin MA, et al. Outcome of whole exome sequencing for diagnostic odyssey cases of an individualized medicine Clinic: the Mayo Clinic experience. Mayo Clin Proc. 2016;91:297–307.
doi: 10.1016/j.mayocp.2015.12.018
Shashi V. The utility of the traditional medical genetics diagnostic evaluation in the context of next-generation sequencing for undiagnosed genetic disorders. J Intellect Disabil Res. 2014;16:176–182.
Williams MS, Buchanan AH, Davis FD, et al. Patient-centered precision health in a learning health care system: Geisinger’s genomic medicine experience. Health Aff (Millwood). 2018;37:757–764.
doi: 10.1377/hlthaff.2017.1557
Bertier G, Senecal K, Borry P, Vears DF. Unsolved challenges in pediatric whole-exome sequencing: A literature analysis. Crit Rev Clin Lab Sci. 2017;54:134–142.
doi: 10.1080/10408363.2016.1275516
Brittain HK, Scott R, Thomas E. The rise of the genome and personalised medicine. Clin Med (Lond). 2017;17:545–551.
doi: 10.7861/clinmedicine.17-6-545
Volk A, Conboy E, Wical B, et al. Whole-exome sequencing in the clinic: lessons from six consecutive cases from the clinician’s perspective. Mol Syndromol. 2015;6:23–31.
doi: 10.1159/000371598
Thevenon J, Duffourd Y, Masurel-Paulet A, et al. Diagnostic odyssey in severe neurodevelopmental disorders: toward clinical whole-exome sequencing as a first-line diagnostic test. Clin Genet. 2016;89:700–707.
doi: 10.1111/cge.12732
Sobreira N, Schiettecatte F, Valle D, Hamosh A. GeneMatcher: a matching tool for connecting investigators with an interest in the same gene. Hum Mutat. 2015;36:928–930.
doi: 10.1002/humu.22844
Shashi V, McConkie-Rosell A, Schoch K. et al. Practical considerations in the clinical application of whole-exome sequencing. Clin Genet. 2015;89:173–181.
doi: 10.1111/cge.12569
Wenger AM, Guturu H, Bernstein JA, Bejerano G. Systematic reanalysis of clinical exome data yields additional diagnoses: implications for providers. Genet Med. 2017;19:209–214.
doi: 10.1038/gim.2016.88
Eldomery MK, Coban-Akdemir Z, Harel T, et al. Lessons learned from additional research analyses of unsolved clinical exome cases. Genome Med. 2017;9:26.
doi: 10.1186/s13073-017-0412-6
Hiatt SM, Amaral MD, Bowling KM, et al. Systematic reanalysis of genomic data improves quality of variant interpretation. Clin Genet. 2018;94:174–178.
doi: 10.1111/cge.13259
Liu P, Meng L, Normand EA, et al. Reanalysis of clinical exome sequencing data. N Engl J Med. 2019;380:2478–2480.
doi: 10.1056/NEJMc1812033
Ewans LJ, Schofield D, Shrestha R, et al. Whole-exome sequencing reanalysis at 12 months boosts diagnosis and is cost-effective when applied early in Mendelian disorders. Genet Med. 2018;20:1564–1574.
doi: 10.1038/gim.2018.39
Wright CF, McRae JF, Clayton S, et al. Making new genetic diagnoses with old data: iterative reanalysis and reporting from genome-wide data in 1,133 families with developmental disorders. Genet Med. 2018;20:1216–1223.
doi: 10.1038/gim.2017.246
Shashi V, Schoch K, Spillmann R, et al. A comprehensive iterative approach is highly effective in diagnosing individuals who are exome negative. Genet Med. 2019;21:161–172.
doi: 10.1038/s41436-018-0044-2
Fennell AP, Hunter MF, Corboy GP. The changing face of clinical genetics service delivery in the era of genomics: a framework for monitoring service delivery and data from a comprehensive metropolitan general genetics service. Genet Med. 2020;22:210–218.
doi: 10.1038/s41436-019-0602-2
Williams JL, Faucett WA, Smith-Packard B, et al. An assessment of time involved in pre-test case review and counseling for a whole genome sequencing clinical research program. J Genet Couns. 2014;23:516–521.
doi: 10.1007/s10897-014-9697-4
Sukenik-Halevy R, Ludman MD, Ben-Shachar S, Raas-Rothschild A. The time-consuming demands of the practice of medical genetics in the era of advanced genomic testing. Genet Med. 2016;18:372–377.
doi: 10.1038/gim.2015.96
Maiese DR, Keehn A, Lyon M, et al. Current conditions in medical genetics practice. Genet Med. 2019;21:1874–1877.
doi: 10.1038/s41436-018-0417-6
Attard CA, Carmany EP, Trepanier AM. Genetic counselor workflow study: the times are they a-changin’? J Genet Couns. 2019;28:130–140.
doi: 10.1002/jgc4.1041
Undiagnosed Diseases Network. 2014. https://gateway.undiagnosed.hms.harvard.edu/assets/start.html . Accessed 2020.
Zastrow DB, Kohler JN, Bonner D, et al. A toolkit for genetics providers in follow-up of patients with nondiagnostic exome sequencing. J Genet Couns. 2019;28:213–228.
doi: 10.1002/jgc4.1119
MyGene2. 2020. http://www.mygene2.org .
Shashi V, Geist J, Lee Y, et al. Heterozygous variants in MYBPC1 are associated with an expanded neuromuscular phenotype beyond arthrogryposis. Hum Mutat. 2019;40:1115–1126.
doi: 10.1002/humu.23760
Reuter CM, Kohler JN, Bonner D, et al. Yield of whole exome sequencing in undiagnosed patients facing insurance coverage barriers to genetic testing. J Genet Couns. 2019;28:1107–1118.
doi: 10.1002/jgc4.1161
Köhler S, Doelken SC, Mungall CJ, et al. The Human Phenotype Ontology project: linking molecular biology and disease through phenotype data. Nucleic Acids Res. 2014;42:D966–D974.
doi: 10.1093/nar/gkt1026
Schoch K, Tan QK, Stong N, et al. Alternative transcripts in variant interpretation: the potential for missed diagnoses and misdiagnoses. Genet Med. 2020;22:1269–1275.
doi: 10.1038/s41436-020-0781-x

Auteurs

Kelly Schoch (K)

Division of Medical Genetics, Department of Pediatrics, Duke Health, Durham, NC, USA.

Cecilia Esteves (C)

Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.

Anna Bican (A)

Vanderbilt Center for Undiagnosed Disease, Vanderbilt University Medical Center, Nashville, TN, USA.
Department of Pediatrics, Division of Medical Genetics, Vanderbilt University Medical Center, Nashville, TN, USA.

Rebecca Spillmann (R)

Division of Medical Genetics, Department of Pediatrics, Duke Health, Durham, NC, USA.

Heidi Cope (H)

Division of Medical Genetics, Department of Pediatrics, Duke Health, Durham, NC, USA.

Allyn McConkie-Rosell (A)

Division of Medical Genetics, Department of Pediatrics, Duke Health, Durham, NC, USA.

Nicole Walley (N)

Division of Medical Genetics, Department of Pediatrics, Duke Health, Durham, NC, USA.

Liliana Fernandez (L)

Stanford Center for Undiagnosed Diseases, Stanford University, Stanford, CA, USA.

Jennefer N Kohler (JN)

Stanford Center for Undiagnosed Diseases, Stanford University, Stanford, CA, USA.

Devon Bonner (D)

Stanford Center for Undiagnosed Diseases, Stanford University, Stanford, CA, USA.

Chloe Reuter (C)

Stanford Center for Undiagnosed Diseases, Stanford University, Stanford, CA, USA.

Nicholas Stong (N)

Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, USA.

John J Mulvihill (JJ)

Division of Genomic Medicine, National Human Genome Research Institute, Bethesda, MD, USA.
Undiagnosed Diseases Program, Common Fund, NIH Office of the Director, NIH, Bethesda, MD, USA.

Donna Novacic (D)

Undiagnosed Diseases Program, Common Fund, NIH Office of the Director, NIH, Bethesda, MD, USA.

Lynne Wolfe (L)

Undiagnosed Diseases Program, Common Fund, NIH Office of the Director, NIH, Bethesda, MD, USA.

Ayat Abdelbaki (A)

Undiagnosed Diseases Program, Common Fund, NIH Office of the Director, NIH, Bethesda, MD, USA.

Camilo Toro (C)

Undiagnosed Diseases Program, Common Fund, NIH Office of the Director, NIH, Bethesda, MD, USA.

Cyndi Tifft (C)

Undiagnosed Diseases Program, Common Fund, NIH Office of the Director, NIH, Bethesda, MD, USA.
Office of the Clinical Director, NHGRI, NIH, Bethesda, MD, USA.

May Malicdan (M)

Undiagnosed Diseases Program, Common Fund, NIH Office of the Director, NIH, Bethesda, MD, USA.
Medical Genetics Branch, NHGRI, NIH, Bethesda, MD, USA.

William Gahl (W)

Undiagnosed Diseases Program, Common Fund, NIH Office of the Director, NIH, Bethesda, MD, USA.
Medical Genetics Branch, NHGRI, NIH, Bethesda, MD, USA.

Pengfei Liu (P)

Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA.
Baylor Genetics, Houston, TX, USA.

John Newman (J)

Vanderbilt Center for Undiagnosed Disease, Vanderbilt University Medical Center, Nashville, TN, USA.

David B Goldstein (DB)

Institute for Genomic Medicine, Columbia University Medical Center, New York, NY, USA.

Jason Hom (J)

Stanford Center for Undiagnosed Diseases, Stanford University, Stanford, CA, USA.
Department of Medicine, Stanford School of Medicine, Stanford, CA, USA.

Jacinda Sampson (J)

Stanford Center for Undiagnosed Diseases, Stanford University, Stanford, CA, USA.
Department of Neurology, Stanford School of Medicine, Stanford, CA, USA.

Matthew T Wheeler (MT)

Stanford Center for Undiagnosed Diseases, Stanford University, Stanford, CA, USA.
Department of Medicine, Stanford School of Medicine, Stanford, CA, USA.

Joy Cogan (J)

Vanderbilt Center for Undiagnosed Disease, Vanderbilt University Medical Center, Nashville, TN, USA.
Department of Pediatrics, Division of Medical Genetics, Vanderbilt University Medical Center, Nashville, TN, USA.

Jonathan A Bernstein (JA)

Stanford Center for Undiagnosed Diseases, Stanford University, Stanford, CA, USA.
Department of Pediatrics, Stanford School of Medicine, Stanford, CA, USA.

David R Adams (DR)

Undiagnosed Diseases Program, Common Fund, NIH Office of the Director, NIH, Bethesda, MD, USA.
Office of the Clinical Director, NHGRI, NIH, Bethesda, MD, USA.

Alexa T McCray (AT)

Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.

Vandana Shashi (V)

Division of Medical Genetics, Department of Pediatrics, Duke Health, Durham, NC, USA. vandana.shashi@duke.edu.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH