User profiles for Scott M. Williams

Scott M Williams

Case Western Reserve University
Verified email at case.edu
Cited by 22400

The genetic structure and history of Africans and African Americans

…, MA Thera, C Wambebe, JL Weber, SM Williams - science, 2009 - science.org
Africa is the source of all modern humans, but characterization of genetic variation and of
relationships among populations across the continent has been enigmatic. We studied 121 …

[HTML][HTML] The missing diversity in human genetic studies

G Sirugo, SM Williams, SA Tishkoff - Cell, 2019 - cell.com
The majority of studies of genetic association with disease have been performed in Europeans.
This European bias has important implications for risk prediction of diseases across …

Haplotype Diversity and Linkage Disequilibrium at Human G6PD: Recent Origin of Alleles That Confer Malarial Resistance

…, A Tagarelli, G Tagarelli, EH Touma, SM Williams… - Science, 2001 - science.org
The frequencies of low-activity alleles of glucose-6-phosphate dehydrogenase in humans
are highly correlated with the prevalence of malaria. These “deficiency” alleles are thought to …

Bioinformatics challenges for genome-wide association studies

JH Moore, FW Asselbergs, SM Williams - Bioinformatics, 2010 - academic.oup.com
Motivation: The sequencing of the human genome has made it possible to identify an informative
set of >1 million single nucleotide polymorphisms (SNPs) across the genome that can …

A balanced accuracy function for epistasis modeling in imbalanced datasets using multifactor dimensionality reduction

…, WS Bush, MD Ritchie, SM Williams… - … Official Publication of …, 2007 - Wiley Online Library
Multifactor dimensionality reduction (MDR) was developed as a method for detecting statistical
patterns of epistasis. The overall goal of MDR is to change the representation space of …

Genetic analysis of African populations: human evolution and complex disease

SA Tishkoff, SM Williams - Nature Reviews Genetics, 2002 - nature.com
Africa is one of the most ethnically and genetically diverse regions of the world. It is thought
to be the ancestral homeland of all modern humans, and is the homeland of millions of …

[PDF][PDF] A high-density admixture map for disease gene discovery in African Americans

…, JP Phair, JJ Goedert, D Vlahov, SM Williams… - The American Journal of …, 2004 - cell.com
Admixture mapping (also known as "mapping by admixture linkage disequilibrium," or MALD)
provides a way of localizing genes that cause disease, in admixed ethnic groups such as …

New strategies for identifying gene-gene interactions in hypertension

JH Moore, SM Williams - Annals of medicine, 2002 - Taylor & Francis
Essential hypertension is a common disease that has complex multifactorial etiology. For this
reason, it is not surprising that studies of the effects of single genes on hypertension have …

[PDF][PDF] Epistasis and its implications for personal genetics

JH Moore, SM Williams - The American Journal of Human Genetics, 2009 - cell.com
The widespread availability of high-throughput genotyping technology has opened the door
to the era of personal genetics, which brings to consumers the promise of using genetic …

Traversing the conceptual divide between biological and statistical epistasis: systems biology and a more modern synthesis

JH Moore, SM Williams - Bioessays, 2005 - Wiley Online Library
Epistasis plays an important role in the genetic architecture of common human diseases
and can be viewed from two perspectives, biological and statistical, each derived from and …