TY - JOUR
T1 - Genetic analysis of amyotrophic lateral sclerosis identifies contributing pathways and cell types
AU - International ALS Genomics Consortium, ITALSGEN
AU - Saez-Atienzar, Sara
AU - Bandres-Ciga, Sara
AU - Langston, Rebekah G.
AU - Kim, Jonggeol J.
AU - Choi, Shing Wan
AU - Reynolds, Regina H.
AU - Abramzon, Yevgeniya
AU - Dewan, Ramita
AU - Ahmed, Sarah
AU - Landers, John E.
AU - Chia, Ruth
AU - Ryten, Mina
AU - Cookson, Mark R.
AU - Nalls, Michael A.
AU - Chiò, Adriano
AU - Traynor, Bryan J.
N1 - Publisher Copyright:
© 2021 American Association for the Advancement of Science. All rights reserved.
PY - 2021/1/15
Y1 - 2021/1/15
N2 - Despite the considerable progress in unraveling the genetic causes of amyotrophic lateral sclerosis (ALS), we do not fully understand the molecular mechanisms underlying the disease. We analyzed genome-wide data involving 78,500 individuals using a polygenic risk score approach to identify the biological pathways and cell types involved in ALS. This data-driven approach identified multiple aspects of the biology underlying the disease that resolved into broader themes, namely, neuron projection morphogenesis, membrane trafficking, and signal transduction mediated by ribonucleotides. We also found that genomic risk in ALS maps consistently to GABAergic interneurons and oligodendrocytes, as confirmed in human single-nucleus RNA-seq data. Using two-sample Mendelian randomization, we nominated six differentially expressed genes (ATG16L2, ACSL5, MAP1LC3A, MAPKAPK3, PLXNB2, and SCFD1) within the significant pathways as relevant to ALS. We conclude that the disparate genetic etiologies of this fatal neurological disease converge on a smaller number of final common pathways and cell types.
AB - Despite the considerable progress in unraveling the genetic causes of amyotrophic lateral sclerosis (ALS), we do not fully understand the molecular mechanisms underlying the disease. We analyzed genome-wide data involving 78,500 individuals using a polygenic risk score approach to identify the biological pathways and cell types involved in ALS. This data-driven approach identified multiple aspects of the biology underlying the disease that resolved into broader themes, namely, neuron projection morphogenesis, membrane trafficking, and signal transduction mediated by ribonucleotides. We also found that genomic risk in ALS maps consistently to GABAergic interneurons and oligodendrocytes, as confirmed in human single-nucleus RNA-seq data. Using two-sample Mendelian randomization, we nominated six differentially expressed genes (ATG16L2, ACSL5, MAP1LC3A, MAPKAPK3, PLXNB2, and SCFD1) within the significant pathways as relevant to ALS. We conclude that the disparate genetic etiologies of this fatal neurological disease converge on a smaller number of final common pathways and cell types.
UR - http://www.scopus.com/inward/record.url?scp=85099971158&partnerID=8YFLogxK
U2 - 10.1126/sciadv.abd9036
DO - 10.1126/sciadv.abd9036
M3 - Article
C2 - 33523907
AN - SCOPUS:85099971158
SN - 2375-2548
VL - 7
JO - Science advances
JF - Science advances
IS - 3
M1 - eabd9036
ER -