TY - JOUR
T1 - Project MinE
T2 - study design and pilot analyses of a large-scale whole-genome sequencing study in amyotrophic lateral sclerosis
AU - Project Mine Als Sequencing Consortium, Mine Als Sequencing Consortium
AU - Pulit, Sara L.
AU - Dekker, Annelot M.
AU - Al Khleifat, Ahmad
AU - Brands, William J.
AU - Iacoangeli, Alfredo
AU - Kenna, Kevin P.
AU - Kavak, Ersen
AU - Kooyman, Maarten
AU - McLaughlin, Russell L.
AU - Middelkoop, Bas
AU - Moisse, Matthieu
AU - Schellevis, Raymond D.
AU - Shatunov, Aleksey
AU - Sproviero, William
AU - Tazelaar, Gijs H.P.
AU - van der Spek, Rick A.A.
AU - van Doormaal, Perry T.C.
AU - van Eijk, Kristel R.
AU - van Vugt, Joke
AU - Basak, A. Nazli
AU - Blair, Ian P.
AU - Glass, Jonathan D.
AU - Hardiman, Orla
AU - Hide, Winston
AU - Landers, John E.
AU - Mora, Jesus S.
AU - Morrison, Karen E.
AU - Newhouse, Stephen
AU - Robberecht, Wim
AU - Shaw, Christopher E.
AU - Shaw, Pamela J.
AU - van Damme, Philip
AU - van Es, Michael A.
AU - Wray, Naomi R.
AU - Al-Chalabi, Ammar
AU - van Den Berg, Leonard H.
AU - Veldink, Jan H.
PY - 2018/10/1
Y1 - 2018/10/1
N2 - The most recent genome-wide association study in amyotrophic lateral sclerosis (ALS) demonstrates a disproportionate contribution from low-frequency variants to genetic susceptibility to disease. We have therefore begun Project MinE, an international collaboration that seeks to analyze whole-genome sequence data of at least 15 000 ALS patients and 7500 controls. Here, we report on the design of Project MinE and pilot analyses of successfully sequenced 1169 ALS patients and 608 controls drawn from the Netherlands. As has become characteristic of sequencing studies, we find an abundance of rare genetic variation (minor allele frequency < 0.1%), the vast majority of which is absent in public datasets. Principal component analysis reveals local geographical clustering of these variants within The Netherlands. We use the whole-genome sequence data to explore the implications of poor geographical matching of cases and controls in a sequence-based disease study and to investigate how ancestry-matched, externally sequenced controls can induce false positive associations. Also, we have publicly released genome-wide minor allele counts in cases and controls, as well as results from genic burden tests.
AB - The most recent genome-wide association study in amyotrophic lateral sclerosis (ALS) demonstrates a disproportionate contribution from low-frequency variants to genetic susceptibility to disease. We have therefore begun Project MinE, an international collaboration that seeks to analyze whole-genome sequence data of at least 15 000 ALS patients and 7500 controls. Here, we report on the design of Project MinE and pilot analyses of successfully sequenced 1169 ALS patients and 608 controls drawn from the Netherlands. As has become characteristic of sequencing studies, we find an abundance of rare genetic variation (minor allele frequency < 0.1%), the vast majority of which is absent in public datasets. Principal component analysis reveals local geographical clustering of these variants within The Netherlands. We use the whole-genome sequence data to explore the implications of poor geographical matching of cases and controls in a sequence-based disease study and to investigate how ancestry-matched, externally sequenced controls can induce false positive associations. Also, we have publicly released genome-wide minor allele counts in cases and controls, as well as results from genic burden tests.
KW - Amyotrophic Lateral Sclerosis/genetics
KW - Female
KW - Gene Frequency
KW - Genetic Predisposition to Disease
KW - Genetic Variation/genetics
KW - Genome, Human/genetics
KW - Genome-Wide Association Study
KW - Humans
KW - Male
KW - Netherlands
KW - Polymorphism, Single Nucleotide
KW - Whole Genome Sequencing
UR - http://www.scopus.com/inward/record.url?scp=85049144049&partnerID=8YFLogxK
U2 - 10.1038/s41431-018-0177-4
DO - 10.1038/s41431-018-0177-4
M3 - Article
C2 - 29955173
AN - SCOPUS:85049144049
SN - 1018-4813
VL - 26
SP - 1537
EP - 1546
JO - European Journal of Human Genetics
JF - European Journal of Human Genetics
IS - 10
ER -