Sarah A. Tishkoff’s research while affiliated with University of Pennsylvania and other places

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Publications (331)


Deciphering the impact of genomic variation on function
  • Literature Review

September 2024

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383 Reads

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5 Citations

Nature

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Heather A. Lawson

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Harinder Singh

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[...]

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Ella K. Samer

Our genomes influence nearly every aspect of human biology-from molecular and cellular functions to phenotypes in health and disease. Studying the differences in DNA sequence between individuals (genomic variation) could reveal previously unknown mechanisms of human biology, uncover the basis of genetic predispositions to diseases, and guide the development of new diagnostic tools and therapeutic agents. Yet, understanding how genomic variation alters genome function to influence phenotype has proved challenging. To unlock these insights, we need a systematic and comprehensive catalogue of genome function and the molecular and cellular effects of genomic variants. Towards this goal, the Impact of Genomic Variation on Function (IGVF) Consortium will combine approaches in single-cell mapping, genomic perturbations and predictive modelling to investigate the relationships among genomic variation, genome function and phenotypes. IGVF will create maps across hundreds of cell types and states describing how coding variants alter protein activity, how noncoding variants change the regulation of gene expression, and how such effects connect through gene-regulatory and protein-interaction networks. These experimental data, computational predictions and accompanying standards and pipelines will be integrated into an open resource that will catalyse community efforts to explore how our genomes influence biology and disease across populations.


Fig 1. Chimpanzee evolutionary history across Africa and population structure in Cameroon. (A) Distribution and phylogeny of the genus Pan. (B) Sampling locations of wild chimpanzee populations in Cameroon overlaid on spatial interpolation of population structure using SNPs from wild chimpanzees. The 'MD' sampling location is shaded orange to signify the presence of a P. t. ellioti/P. t. troglodytes F1 hybrid (CMMD06). (C) Isolation-by-environment in wild chimpanzees in Cameroon. Correlation between 'linearized FST' and geographic distance (km) generated using SNPs from wild chimpanzees. Solid circles represent pairs of sampling locations from the same habitat. Dual-colored diamonds represent pairs of sampling locations from different habitats. Colors correspond to chimpanzee population origin: purple -P. t. ellioti (Rainforest), green -P. t. ellioti (Ecotone), and orange -P. t. troglodytes.
Fig 3. Genome-wide variation of immune response genes under selection in chimpanzees. (A) XP-EHH analysis of SNPs on chromosome 6 from whole genome sequences of captive chimpanzees. Colored points represent SNPs within the 1% tail of the XP-EHH scores across the genome. The entire MHC region is notated, showing SNPs in MHC genes under selection in the Western lineage (P. t. verus and P. t. ellioti). (B) Manhattan plot shows the genome-wide significance level (solid red line) for SNPs associated with Normalized Difference Vegetation Index (NDVI) -Brown with the TAP2 SNP noted. (C) Map of allele frequencies for the TAP2 SNP superimposed onto NDVI and chimpanzee subspecies ranges in Cameroon.
Fig 4. Dietary gene under selection and gene-environment relationships. (A) Manhattan plot shows the genome-wide significance level (solid red line) for SNPs associated with Annual Mean Temperature (BIO1) with the IP6K2 SNP noted. (B) Spatialized allele frequencies for the IP6K2 SNP showing differentiation between P. t. ellioti populations. (C) Gradient forest-transformed climate variables show climate adaptation across the study area. (D) Colors are based on a PCA of transformed climate variables.
Fig 5. Genome-wide variation of neurological development genes under selection. (A) Manhattan plot shows the genome-wide significance level (solid red line) for SNPs association with mean annual normalized vegetation index (NDVI) with the LINGO2 SNP noted. (B) Correlation between LINGO2 allele frequency and mean annual NDVI. (C) Spatialization of allele frequencies for this SNP superimposed onto mean annual NDVI.
Environmentally-mediated selection parallels population divergence across a chimpanzee subspecies contact zone
  • Preprint
  • File available

July 2024

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81 Reads

Species evolve from populations with ancestor-descendant relationships in a bifurcating process shaped by geography, gene flow, genetic drift, and natural selection leading to local adaptation to prevailing environmental and ecological conditions. Building on this foundational understanding, we explored local adaptation in chimpanzees ( Pan troglodytes ) at a key geographical intersection in Cameroon where the two main chimpanzee phylogenetic lineages converge. The Nigeria-Cameroon chimpanzee ( P. t. ellioti ) and central chimpanzee ( P. t. troglodytes ) last shared a common ancestor about 500 thousand years ago, with occasional gene flow between them. The evolutionary processes driving their prolonged separation are not fully understood, but neutral evolutionary mechanisms alone cannot account for the observed divergence pattern. Cameroon is often referred to as ‘Africa in miniature’ because the Gulf of Guinea Forest, Congo Basin Forest, and savanna converge there, forming an ecotone. Thus, this contact zone between subspecies in Cameroon provides a unique natural laboratory that enabled us to investigate how environmental variation and natural selection shape divergence in chimpanzees. We developed a genome-wide panel of single-nucleotide polymorphisms (SNPs) in 112 wild chimpanzees sampled in multiple habitats across this contact zone. We augmented SNP discovery by sequencing eight new chimpanzee genomes from Cameroon and analyzing them with previously published chimpanzee genomes. We found that P. t. ellioti and P. t. troglodytes diverged from one another around 478,000 years ago and occasionally exchange migrants. We identified 1,690 unique SNPs across 905 genes associated with 31 environmental variables that describe the habitat. These genes are involved in essential biological processes, including immune response, neurological development, behavior, and dietary adaptations. This study highlights the importance of understanding the geographical context of natural selection, paving the way for future studies to interpret evidence for genetic variation with phenotypic traits and deepening our understanding of how populations diverge in response to environmental pressures. Author Summary We investigated how local adaptation contributes to shaping the diversification of chimpanzee subspecies at the geographical convergence point for the two major branches of the chimpanzee phylogenetic tree. We analyzed genome-wide SNP genotypes of 112 chimpanzees sampled from natural communities located in this understudied area. We used tiered methods that identified 905 genes subject to selection, each associated with one or more of 31 environmental predictors describing the habitat. We found strong signals of selection in immune response genes that separate P. t. troglodytes from P. t. ellioti , highlighting the important role of different pathogen histories in their evolution. We also found evidence of selection in genes associated with neurological development, behavior, and diet, that separate both the subspecies and populations of P. t. ellioti that occupy different niches. These findings suggest that ecological and cultural factors may also contribute to shaping the diversification of chimpanzees across the contact zone.

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Charting a landmark-driven path forward for population genetics and ancient DNA research in Africa

July 2024

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194 Reads

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2 Citations

The American Journal of Human Genetics

Population history-focused DNA and ancient DNA (aDNA) research in Africa has dramatically increased in the past decade, enabling increasingly fine-scale investigations into the continent’s past. However, while international interest in human genomics research in Africa grows, major structural barriers limit the ability of African scholars to lead and engage in such research and impede local communities from partnering with researchers and benefitting from research outcomes. Because conversations about research on African people and their past are often held outside Africa and exclude African voices, an important step for African DNA and aDNA research is moving these conversations to the continent. In May 2023 we held the DNAirobi workshop in Nairobi, Kenya and here we synthesize what emerged most prominently in our discussions. We propose an ideal vision for population history-focused DNA and aDNA research in Africa in ten years’ time and acknowledge that to realize this future, we need to chart a path connecting a series of “landmarks” that represent points of consensus in our discussions. These include effective communication across multiple audiences, reframed relationships and capacity building, and action toward structural changes that support science and beyond. We concluded there is no single path to creating an equitable and self-sustaining research ecosystem, but rather many possible routes linking these landmarks. Here we share our diverse perspectives as geneticists, anthropologists, archaeologists, museum curators, and educators to articulate challenges and opportunities for African DNA and aDNA research and share an initial map toward a more inclusive and equitable future.



An Overview of Pharmacovigilance Practice and Management in Sub-Saharan African Countries *Corresponding author Journal of Clinical Epidemiology & Toxicology

March 2024

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478 Reads

Journal of Clinical Epidemiology & Toxicology

Most sub-Sahara African countries faced with prolonged resource deficiencies suffers specific constraints in establishing a functional and operationally-free pharmacovigilance systems platforms which should guide and in facilitate the generation of vital data to reinforce health information policies and practices. Despite the commendable efforts invested by the different stake holders within such countries to harmonize pharmacovigilance guidelines and regulations, lack of integration and the dependence on pharmacovigilance systems remain major constrains. Other identified difficulties are those associated with the problem of translating data reporting tools into multiple communicable languages, and the inadequacy of the healthcare experts who translates with the patient's population, the pressure imposed by the short consultation time between a patient and a health practitioner. To add to this, there exist issues of community concern like the increasing use of herbal traditional products with anecdotal therapeutic evidence, low quality, self-medication practices, counterfeit and roadside drugs use, substandard medications that are readily accessible to the population. Some prolonged problems are associated with social and political instability, territorial conflicts, little or no access to drug utilization data, which makes it difficult to reliably estimate the true risks of medication use. Pharmacovigilance activities are still at its infancy due to poor and less trained health personnel, lack of budget allocation for health vigilance from the State financial attributions. In addition to the limited investment in pharmacovigilance activities, there is little collaboration between public health programmes and National Medicines Regulatory Authorities (NMRA), especially during mass drug administration for neglected tropical diseases and mass vaccinations. Frequent spontaneous report in SSA is low and this can hinder robust signal detection analyses. This paper attempts to identify the challenges of the practice of pharmacovigilance in sub-Saharan African countries and its implication in health vigilance in the community. In this paper, we review the specific challenges and areas of progress in pharmacovigilance in SSA.



Integrative functional genomic analyses identify genetic variants influencing skin pigmentation in Africans

January 2024

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280 Reads

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7 Citations

Nature Genetics

Skin color is highly variable in Africans, yet little is known about the underlying molecular mechanism. Here we applied massively parallel reporter assays to screen 1,157 candidate variants influencing skin pigmentation in Africans and identified 165 single-nucleotide polymorphisms showing differential regulatory activities between alleles. We combine Hi-C, genome editing and melanin assays to identify regulatory elements for MFSD12, HMG20B, OCA2, MITF, LEF1, TRPS1, BLOC1S6 and CYB561A3 that impact melanin levels in vitro and modulate human skin color. We found that independent mutations in an OCA2 enhancer contribute to the evolution of human skin color diversity and detect signals of local adaptation at enhancers of MITF, LEF1 and TRPS1, which may contribute to the light skin color of Khoesan-speaking populations from Southern Africa. Additionally, we identified CYB561A3 as a novel pigmentation regulator that impacts genes involved in oxidative phosphorylation and melanogenesis. These results provide insights into the mechanisms underlying human skin color diversity and adaptive evolution.



Shifting the trajectory of therapeutic development for neurological and psychiatric disorders

November 2023

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76 Reads

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2 Citations

Science Translational Medicine

Clinical trials for central nervous system disorders often enroll patients with unrecognized heterogeneous diseases, leading to costly trials that have high failure rates. Here, we discuss the potential of emerging technologies and datasets to elucidate disease mechanisms and identify biomarkers to improve patient stratification and monitoring of disease progression in clinical trials for neuropsychiatric disorders. Greater efforts must be centered on rigorously standardizing data collection and sharing of methods, datasets, and analytical tools across sectors. To address health care disparities in clinical trials, diversity of genetic ancestries and environmental exposures of research participants and associated biological samples must be prioritized.



Citations (50)


... To help understand the underpinning biological meaning, the expression Quantitative Trait Locus (eQTL) analysis had been used to determine variants associated with the RNA expression of susceptible genes. Beyond the productivity of these association findings, challenges arise regarding prioritizing the causal (regulatory) variants and the target genes, which are not easily recognizable due to the linkage disequilibrium (Consortium, 2024;Nelson et al., 2024;Tian et al., 2023;Tian et al., 2022). The methylation Quantitative Trait Locus (mQTL) analysis is more mechanistically oriented, focusing on detecting associations between genetic variation and DNA methylation levels. ...

Reference:

Fine Mapping Regulatory Variants by Characterizing Native CpG Methylation with Nanopore Long Read Sequencing
Deciphering the impact of genomic variation on function
  • Citing Article
  • September 2024

Nature

... There is no evidence supporting a relationship between newborn TL and childhood ADHD. Hence, our findings could be generalized to the Norwegian population and likely to populations in middle-to-high-income societies but not to other populations, for instance, sub-Saharan Africans(McQuillan et al., 2024). ...

Association between telomere length and Plasmodium falciparum malaria endemicity in sub-Saharan Africans

The American Journal of Human Genetics

... Traditionally, studies have concentrated on gene regulation involving single-gene variants (one-to-one) 31 . However, emerging evidence suggests that a single variant can regulate multiple target genes (one-to-many) 32 , and a gene may be influenced by several variants (many-to-one) 33 . The variant-gene interactions examined in this study suggested that each variant potentially affects an average of 1.94 genes, and an average of 4.23 functional variants likely regulate each gene. ...

Integrative functional genomic analyses identify genetic variants influencing skin pigmentation in Africans

Nature Genetics

... Also, a rational strategy could involve defining endpoints that specifically address the non-psychiatric symptoms impacting quality of life; yet, they may be more readily quantifiable than more complex cognitive, social, or behavioral assessments. Nonetheless, a fundamental challenge in conducting clinical trials for treating neurodegenerative disorders is the absence of objective [54], reproducible treatment endpoints [55]. ...

Shifting the trajectory of therapeutic development for neurological and psychiatric disorders
  • Citing Article
  • November 2023

Science Translational Medicine

... When it was claimed, incorrectly, that multiregional evolution was arguing for the independent emergence of modern humans in different regions of the Old World (Howells 1993), this pattern of independent origins was argued to be highly unlikely on biological grounds (see Cartmill and Smith 2022). In addition, the demonstration of considerable genetic exchange among Neandertals, Denisovans, ancient ghost lineages and modern humans (Smith et al 2017;Hajdiniak et al. 2018Hajdiniak et al. , 2021Prüfer et al. 2021;Harris et al. 2023), as well as evidence of genetic exchanges among earlier hominins (Rogers et al. 2020) renders parallelism a highly unlikely explanation for the Vindija morphological pattern. Furthermore, the probability that these changes represent indigenous evolution in late Pleistocene Europe, without influences via gene flow from modern populations, seems equally unlikely in the light of current knowledge of the pattern of modern human origins in, and its spread from, Africa, as well as genetic/genomic evidence of wide-spread interbreeding in the Middle and Late Pleistocene. ...

Diverse African genomes reveal selection on ancient modern human introgressions in Neanderthals

Current Biology

... While initial studies had suggested that the ATG2B and GSKIP genes in this region contribute to the phenotype and indeed they do seem to impact hematopoietic stem cell function 18 , consistent with results from GWAS, other studies have suggested that other genes in this region might be implicated 19 . Interestingly, the TCL1A gene that is in this region has also been implicated through common variant association studies for germline genetic modifiers of clonal expansion in clonal hematopoiesis 20,21 . ...

Aberrant activation of TCL1A promotes stem cell expansion in clonal haematopoiesis
  • Citing Article
  • April 2023

Nature

... The ability to identify individuals with HC-MBL using genetic and hematologic data would provide a powerful opportunity to study it at unprecedented scales. Biobank-scale studies of clonal hematopoiesis, which is detectable directly from genetic analyses of blood DNA, have enabled well-powered investigations into its inherited susceptibility [29,50,51] and phenotypic consequences [52][53][54] based on analyses of hundreds of thousands of individuals. HC-MBL is already known to predispose to lymphoid malignancies [6], infections [10], and non-hematologic cancers [9], and the ability to conduct similar large-scale studies could yield more comprehensive insights into its causes and the range of clinical outcomes to which HC-MBL predisposes. ...

Clonal haematopoiesis and risk of chronic liver disease
  • Citing Article
  • April 2023

Nature

... Additionally, the 1000 Genome Project provides MHC 420 sequences, although not very comprehensive. Recently, working with samples from various African populations, we 421 reported 140 new alleles in a population of only 485 individuals(Pagkrati et al. 2023), indicating extensive 422 polymorphism in HLAs and most likely in other parts of the MHC, which has not yet been fully appreciated. As a 423 result, we intend to broaden our studies to include the characterization of the MHC from several populations 424 worldwide, which may require modifications to various parts of the methodology to fully and accurately characterize 425 these samples. ...

Genomic characterization of HLA class I and class II genes in ethnically diverse sub‐Saharan African populations: A report on novel HLA alleles

HLA

... All three are long isolated from each other. However, ancient DNA from eastern and southern-central Africa suggests that, through the later Middle Stone Age and early Later Stone Age (between~80-20 ka), there was considerable interaction between ancestral populations, followed by regionalization in the terminal Pleistocene (Lipson et al. 2022;Fan et al. 2023). In genomic models which assume no admixture, 50 % of African hunter-gatherer lineages are estimated to coalesce between 85-58 ka (Fan et al. 2019:7). ...

Whole-genome sequencing reveals a complex African population demographic history and signatures of local adaptation
  • Citing Article
  • March 2023

Cell

... Recently, a separate study examining both expression and splicing in whole blood in East African populations has shown that overall, the genetic architecture of splicing is shared between individuals of African and European ancestry but nonetheless identified a substantial number of sQTLs in individuals from Tanzania and Ethiopia that have not been reported in European cohorts. 31 Here, we focus on 115 previously described whole-blood samples drawn from three traditional Indonesian populations 32,33 that span the genetic ancestry cline that makes up the region. 34 We explore the prevalence and functional significance of AS variation across this region of the world, working toward deepening our understanding of the regulatory mechanisms that shape the landscape of immune gene regulation across the Indonesian archipelago. ...

The genetic and evolutionary basis of gene expression variation in East Africans

Genome Biology