User profiles for Kathryn S. Burch

Kathryn S. Burch

Regeneron Genetics Center
Verified email at ucla.edu
Cited by 1326

Large uncertainty in individual polygenic risk score estimation impacts PRS-based risk stratification

Y Ding, K Hou, KS Burch, S Lapinska, F Privé… - Nature …, 2022 - nature.com
Although the cohort-level accuracy of polygenic risk scores (PRSs)—estimates of genetic
value at the individual level—has been widely assessed, uncertainty in PRSs remains …

Accurate estimation of SNP-heritability from biobank-scale data irrespective of genetic architecture

K Hou, KS Burch, A Majumdar, H Shi, N Mancuso… - Nature …, 2019 - nature.com
SNP-heritability is a fundamental quantity in the study of complex traits. Recent studies have
shown that existing methods to estimate genome-wide SNP-heritability can yield biases …

[PDF][PDF] Phenotype-specific enrichment of Mendelian disorder genes near GWAS regions across 62 complex traits

MK Freund, KS Burch, H Shi, N Mancuso… - The American Journal of …, 2018 - cell.com
Although recent studies provide evidence for a common genetic basis between complex
traits and Mendelian disorders, a thorough quantification of their overlap in a phenotype-…

[PDF][PDF] Localizing components of shared transethnic genetic architecture of complex traits from GWAS summary data

H Shi, KS Burch, R Johnson, MK Freund… - The American Journal of …, 2020 - cell.com
Despite strong transethnic genetic correlations reported in the literature for many complex
traits, the non-transferability of polygenic risk scores across populations suggests the …

[HTML][HTML] Leveraging genomic diversity for discovery in an electronic health record linked biobank: the UCLA ATLAS Community Health Initiative

…, S Knyazev, T Schwarz, M Freund, L Zhan, KS Burch… - Genome medicine, 2022 - Springer
Background Large medical centers in urban areas, like Los Angeles, care for a diverse
patient population and offer the potential to study the interplay between genetic ancestry and …

[PDF][PDF] Quantifying the contribution of dominance deviation effects to complex trait variation in biobank-scale data

…, KS Burch, B Pasaniuc, S Sankararaman - The American Journal of …, 2021 - cell.com
The proportion of variation in complex traits that can be attributed to non-additive genetic
effects has been a topic of intense debate. The availability of biobank-scale datasets of …

[HTML][HTML] Efficient variance components analysis across millions of genomes

A Pazokitoroudi, Y Wu, KS Burch, K Hou, A Zhou… - Nature …, 2020 - nature.com
While variance components analysis has emerged as a powerful tool in complex trait genetics,
existing methods for fitting variance components do not scale well to large-scale datasets …

On powerful GWAS in admixed populations

K Hou, A Bhattacharya, R Mester, KS Burch… - Nature …, 2021 - nature.com
MATTERS ARISING NATURE GENETICS other effect sizes or when the causal variant was
untyped and missing from the data, thus confirming that GWAS in admixed populations …

[HTML][HTML] Estimation of regional polygenicity from GWAS provides insights into the genetic architecture of complex traits

R Johnson, KS Burch, K Hou, M Paciuc… - PLoS computational …, 2021 - journals.plos.org
The number of variants that have a non-zero effect on a trait (ie. polygenicity) is a fundamental
parameter in the study of the genetic architecture of a complex trait. Although many …

Leveraging genomic diversity for discovery in an EHR-linked biobank: the UCLA ATLAS Community Health Initiative

…, A Chiu, T Schwarz, M Freund, L Zhan, KS Burch… - medRxiv, 2021 - medrxiv.org
Large medical centers located in urban areas such as Los Angeles care for a diverse patient
population and offer the potential to study the interplay between genomic ancestry and …