“We are always willing to consider highly motivated young scientists interested in postdoctoral fellowships either as molecular geneticists or computational biologists”
NIMH, R01: Genetic and neural underpinnings of ADHD and associated cognitive systems · 2023-2028
The NIH's standard multi-year research project grant.
“2023-2028 NIMH R01: Leveraging computational strategies to disentangle the genetic and neural underpinnings of ADHD and its associated cognitive systems (PI)”
Analyzes GWAS, low-coverage sequencing, biobank and 1000 Genomes data. Uses them for polygenic risk prediction, psychiatric genetics and population history.
61 papers since 2024
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Author Correction: A genomic mutational constraint map using variation in 76,156 human genomes
Nature, 2024
Pan-UK Biobank GWAS improves discovery, analysis of genetic architecture, and resolution into ancestry-enriched effects
medRxiv, 2024
A harmonized public resource of deeply sequenced diverse human genomes
Machine learning, Deep-learning algorithms, Image-derived phenotyping, Genome-wide association studies, Radiomics, Statistical and epidemiological methods, Large language models
Conducts normative and empirical research on clinical care, research and public policy. Works with Harvard Medical School, Harvard University and affiliated teaching hospitals.
Studies human genetic variation, biobank/EHR and transcriptomic data with computational and experimental genomics. Uses findings for disease mechanisms, diagnosis and targeted treatments.
79 papers since 2024
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Genome Sequencing for Diagnosing Rare Diseases
New England Journal of Medicine, 2024
Author Correction: A genomic mutational constraint map using variation in 76,156 human genomes
Nature, 2024
A harmonized public resource of deeply sequenced diverse human genomes
Integrates genomics, neuroimaging, electronic health records and biobank data for psychiatric risk prediction and treatment optimization. Focuses on suicide prevention and precision mental-health care.
150 papers since 2024
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Genomics yields biological and phenotypic insights into bipolar disorder
Nature, 2025
Selection, optimization and validation of ten chronic disease polygenic risk scores for clinical implementation in diverse US populations
Nature Medicine, 2024
Genome-wide association analyses identify 95 risk loci and provide insights into the neurobiology of post-traumatic stress disorder
Computationally studies human-disease genetics using integrative genomics, GWAS, whole-exome sequencing and proteomic data. Analyzes FinnGen and Million Veteran cohorts for therapeutic target prioritisation.
93 papers since 2024
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Proteomic aging clock predicts mortality and risk of common age-related diseases in diverse populations
Nature Medicine, 2024
Author Correction: A genomic mutational constraint map using variation in 76,156 human genomes
Nature, 2024
Pan-UK Biobank GWAS improves discovery, analysis of genetic architecture, and resolution into ancestry-enriched effects
Analyzes genomic biobank, coronary CT plaque, and electronic health record data with machine learning. Uses them for coronary disease discovery, risk prediction, and genomic-medicine studies.
49 papers since 2024
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AHA PREVENT Equations and Cardiovascular Disease Risk in Diverse Health Care Populations
Journal of the American College of Cardiology, 2025
Association of genetic risk, lifestyle, and their interaction with obesity and obesity-related morbidities
Cell Metabolism, 2024
Multivariate genomic analysis of 5 million people elucidates the genetic architecture of shared components of the metabolic syndrome
Genomic data from biobanks, Coronary CT plaque imaging, Coronary CT angiography, Electronic health records, Coronary angiography data, Whole-genome sequencing, UK Biobank
Techniques
Human genetics, Deep phenotyping, Polygenic risk scores, Machine learning, Statistical genetics, Genomic medicine implementation, Large language models, Clinical trials
Develops bioinformatics algorithms for bulk and single-cell transcriptomics and epigenomics, including scRNA and RNASeq. Applies them to neurodegeneration and computational treatment development.
19 papers since 2024
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AMH protects the ovary from doxorubicin by regulating cell fate and the response to DNA damage
Proceedings of the National Academy of Sciences, 2025
Splice modulators target PMS1 to reduce somatic expansion of the Huntington’s disease-associated CAG repeat
Works with UK Biobank, Women’s Health Initiative and nuMoM2b data using human genetics, multi-omics and imaging. Studies cardiovascular prevention, CHIP and women’s risk factors.
115 papers since 2024
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Hypertension in Pregnancy and Postpartum: Current Standards and Opportunities to Improve Care
Circulation, 2025
Colchicine prevents accelerated atherosclerosis in TET2 -mutant clonal haematopoiesis
European Heart Journal, 2024
Clonal Hematopoiesis and Incident Heart Failure With Preserved Ejection Fraction
Analyzes exome, genome, UK Biobank and functional genomics datasets with Hail, gnomAD and Genebass. Uses these resources to interpret disease variants and human genome biology.
52 papers since 2024
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Author Correction: A genomic mutational constraint map using variation in 76,156 human genomes
Nature, 2024
Pan-UK Biobank GWAS improves discovery, analysis of genetic architecture, and resolution into ancestry-enriched effects
medRxiv, 2024
A harmonized public resource of deeply sequenced diverse human genomes
Analyzes germline and somatic genetic variation with whole-genome sequencing, imaging and MGH Biobank data. Uses these data for cardiovascular disease prevention and clinical risk prediction.
273 papers since 2024
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Association of genetic risk, lifestyle, and their interaction with obesity and obesity-related morbidities
Cell Metabolism, 2024
Lipoprotein(a), C-Reactive Protein, and Cardiovascular Risk in Primary and Secondary Prevention Populations
JAMA Cardiology, 2024
Clonal Hematopoiesis of Indeterminate Potential With Loss of Tet2 Enhances Risk for Atrial Fibrillation Through Nlrp3 Inflammasome Activation
whole-genome sequencing, retinal imaging, electronic health records, wearable devices, MGH Biobank, aptamer- and antibody-based proteomics
Techniques
genome-wide association studies, polygenic risk scores, Mendelian randomization, genetic causal inference, multi-omics data analysis, electronic health record phenotyping, phenotyping algorithms, digital twins
Integrates omics data with CRISPR/Cas9 genome editing, single-cell sequencing and scATAC-seq. Studies gene regulation and genetic or epigenetic variation in human traits and diseases.
16 papers since 2024
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Systematic benchmarking of computational methods to identify spatially variable genes
Genome biology, 2025
Deciphering the impact of genomic variation on function
Nature, 2024
Gene editing without ex vivo culture evades genotoxicity in human hematopoietic stem cells
Develops statistical and computational methods for Alzheimer’s disease genetics using whole-genome sequencing, whole-exome sequencing and RNA-seq. Studies biological pathways, early detection and gene-environment effects.
40 papers since 2024
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Identification of 16 novel Alzheimer's disease loci using multi‐ancestry meta‐analyses
Alzheimer s & Dementia, 2025
Single-cell multiregion dissection of Alzheimer’s disease
Nature, 2024
Chronic Obstructive Pulmonary Disease Exacerbations Increase the Risk of Subsequent Cardiovascular Events: A Longitudinal Analysis of the COPDGene Study
Studies human behavioral and cognitive variation using GWAS and exome data. Develops quantitative approaches to characterize polygenic risk in neuropsychiatric disease.
36 papers since 2024
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Mapping the genetic landscape across 14 psychiatric disorders
Nature, 2025
Transcriptome-wide analysis of differential expression in perturbation atlases
Nature Genetics, 2025
Polygenic and developmental profiles of autism differ by age at diagnosis
Analyzes exome sequencing, gnomAD and UK Biobank data to interpret rare genetic variation. Develops statistical methods for disease association and variant interpretation.
27 papers since 2024
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Author Correction: A genomic mutational constraint map using variation in 76,156 human genomes
Nature, 2024
Examining the role of common variants in rare neurodevelopmental conditions
Nature, 2024
Genetic constraint at single amino acid resolution in protein domains improves missense variant prioritisation and gene discovery
De novo mutation modeling, Mutational constraint scoring, Rare-variant disease association, Variant interpretation using gene-, region- and variant-level evidence, Compound-heterozygosity inference, Genomic dataset quality control
Integrates electronic health records with genome-wide arrays, whole-exome and whole-genome sequencing, and multi-omics data. Develops Bayesian models for disease-risk prediction and disease trajectories.
52 papers since 2024
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2026 Heart Disease and Stroke Statistics: A Report of US and Global Data From the American Heart Association
Circulation, 2026
2025 Heart Disease and Stroke Statistics: A Report of US and Global Data From the American Heart Association
Circulation, 2025
2024 Heart Disease and Stroke Statistics: A Report of US and Global Data From the American Heart Association
Analyzes whole-genome sequencing and long-read data with computational and cloud-based frameworks. Applies structural-variation methods to developmental disorders and prenatal and maternal health.
42 papers since 2024
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Genome Sequencing for Diagnosing Rare Diseases
New England Journal of Medicine, 2024
Author Correction: A genomic mutational constraint map using variation in 76,156 human genomes
Nature, 2024
A harmonized public resource of deeply sequenced diverse human genomes