Publications

There are 49 publications listed below. For more information, please visit:

2025

A multimodal atlas of COVID-19 severity identifies hallmarks of dysregulated immunity
The alpha-variant wave of the COVID-19 pandemic provided a unique opportunity to study, at single-cell resolution, how near-universal exposure to the same pathogen can lead to …
Reproducible single-cell annotation of programs underlying T cell subsets, activation states and functions
T cells recognize antigens and induce specialized gene expression programs (GEPs), enabling functions like proliferation, cytotoxicity and cytokine production. Traditionally, …
Diverse modes of T cell receptor sequence convergence define unique functional and cellular phenotypes
Single-cell techniques allow concurrent study of gene activity and T cell receptor (TCR) sequences, identifying connections between TCR structure and cell traits. Expanding on our …
Tumor location as a risk factor for severe immune-related adverse events
Journal for ImmunoTherapy of Cancer, 2025
Immune-related adverse events (irAEs) can cause severe morbidity and mortality, and they impair treatment with immune checkpoint inhibitors (ICI). Risk factors for irAEs are not …
Immune-parenchymal multicellular niches are shared across distinct thyroid autoimmune diseases
Thyroid hormone, produced in the thyroid gland, regulates metabolism, development, and cardiac function. The thyroid is susceptible to autoimmune attack by both cellular and …

2024

Adipocyte associated glucocorticoid signaling regulates normal fibroblast function which is lost in inflammatory arthritis
Nature Communications, 2024
Immune responses in checkpoint myocarditis across heart, blood and tumour
Immune checkpoint inhibitors are widely used anticancer therapies1 that can cause morbid and potentially fatal immune-related adverse events such as immune-related myocarditis …
SARS-CoV-2 infection elucidates features of pregnancy-specific immunity
Automated multi-scale computational pathotyping (AMSCP) of inflamed synovial tissue
Nature Communications, 2024
Interferon subverts an AHR–JUN axis to promote CXCL13+ T cells in lupus
The chromatin landscape of pathogenic transcriptional cell states in rheumatoid arthritis
Nature Communications, 2024
Synovial tissue inflammation is a hallmark of rheumatoid arthritis (RA). Recent work has identified prominent pathogenic cell states in inflamed RA synovial tissue, such as T …
Single-cell transcriptomic analyses reveal distinct immune cell contributions to epithelial barrier dysfunction in checkpoint inhibitor colitis
Synovial fibroblast gene expression is associated with sensory nerve growth and pain in rheumatoid arthritis
Science Translational Medicine, 2024
It has been presumed that rheumatoid arthritis (RA) joint pain is related to inflammation in the synovium; however, recent studies reveal that pain scores in patients do not …
Tissue-specific enhancer–gene maps from multimodal single-cell data identify causal disease alleles
Nature Genetics, 2024
Longitudinal patterns and predictors of response to standard-of-care therapy in lupus nephritis: data from the Accelerating Medicines Partnership Lupus Network
Arthritis Research & Therapy, 2024
Background Leveraging the Accelerating Medicines Partnership (AMP) Lupus Nephritis (LN) dataset, we evaluated longitudinal patterns, rates, and predictors of response to …

2023

Deconstruction of rheumatoid arthritis synovium defines inflammatory subtypes
Rheumatoid arthritis is a prototypical autoimmune disease that causes joint inflammation and destruction1. There is currently no cure for rheumatoid arthritis, and the …
Associations Between Rheumatoid Arthritis Clinical Factors and Synovial Cell Types and States
Arthritis & Rheumatology, 2023
ObjectiveRecent studies have uncovered diverse cell types and states in the rheumatoid arthritis (RA) synovium; however, limited data exist correlating these findings with …
A human model of asthma exacerbation reveals transcriptional programs and cell circuits specific to allergic asthma
Asthma is a chronic disease most commonly associated with allergy and type 2 inflammation. However, the mechanisms that link airway inflammation to the structural changes that …

2021

Single-cell meta-analysis of SARS-CoV-2 entry genes across tissues and demographics
Nature Medicine, 2021

2020

Single cell profiling of COVID-19 patients: an international data resource from multiple tissues
In late 2019 and through 2020, the COVID-19 pandemic swept the world, presenting both scientific and medical challenges associated with understanding and treating a previously …
Single-cell transcriptomics in cancer: computational challenges and opportunities
Experimental & Molecular Medicine, 2020
Intratumor heterogeneity is a common characteristic across diverse cancer types and presents challenges to current standards of treatment. Advancements in high-throughput …
Synoviocyte-targeted therapy synergizes with TNF inhibition in arthritis reversal
Science Advances, 2020
PTPRS-targeted FLS-directed therapy synergizes with TNF inhibition in therapy of arthritis.
Using genetics to prioritize diagnoses for rheumatology outpatients with inflammatory arthritis
Science Translational Medicine, 2020
A genetic risk tool could be used at the first clinical visit of patients with inflammatory arthritis to increase diagnostic efficacy.
A positively selected FBN1 missense variant reduces height in Peruvian individuals
Notch signalling drives synovial fibroblast identity and arthritis pathology
CUX1 and IκBζ (NFKBIZ) mediate the synergistic inflammatory response to TNF and IL-17A in stromal fibroblasts
Proceedings of the National Academy of Sciences, 2020
The role of stromal fibroblasts in chronic inflammation is unfolding. In rheumatoid arthritis, leukocyte-derived cytokines TNF and IL-17A work together, activating fibroblasts to …

2019

Fast, sensitive and accurate integration of single-cell data with Harmony
Nature Methods, 2019
Using genetics to differentiate patients with similar symptoms: application to inflammatory arthritis in the rheumatology outpatient clinic
medRxiv, 2019
Slow developing complex diseases are a clinical diagnostic challenge. Since genetic information is increasingly available prior to a patient’s first visit to a clinic, it might …
The immune cell landscape in kidneys of patients with lupus nephritis
Nature Immunology, 2019
Tubular cell and keratinocyte single-cell transcriptomics applied to lupus nephritis reveal type I IFN and fibrosis relevant pathways
Nature Immunology, 2019
Defining inflammatory cell states in rheumatoid arthritis joint synovial tissues by integrating single-cell transcriptomics and mass cytometry
Nature Immunology, 2019
Lymphocyte innateness defined by transcriptional states reflects a balance between proliferation and effector functions
How innate T cells (ITC), including invariant natural killer T (iNKT) cells, mucosal-associated invariant T (MAIT) cells, and γδ T cells, maintain a poised effector state has been …

2018

Discovering in vivo cytokine-eQTL interactions from a lupus clinical trial
Genome Biology, 2018
Mixed-effects association of single cells identifies an expanded effector CD4+T cell subset in rheumatoid arthritis
Science Translational Medicine, 2018
Mixed-effects regression of single-cell data accounts for confounding variation and reveals an expanded CD4+T cell population in rheumatoid arthritis.
Methods for high-dimensional analysis of cells dissociated from cryopreserved synovial tissue
Arthritis Research & Therapy, 2018
Heritability enrichment of specifically expressed genes identifies disease-relevant tissues and cell types
Nature Genetics, 2018
Functionally distinct disease-associated fibroblast subsets in rheumatoid arthritis
Nature Communications, 2018
Fibroblasts regulate tissue homeostasis, coordinate inflammatory responses, and mediate tissue damage. In rheumatoid arthritis (RA), synovial fibroblasts maintain chronic …

2017

Functional genomics of stromal cells in chronic inflammatory diseases
Current Opinion in Rheumatology, 2017
Purpose of reviewStroma is a broad term referring to the connective tissue matrix in which other cells reside. It is composed of diverse cell types with functions such as …
UBiT2: a client-side web-application for gene expression data analysis
medRxiv, 2017
We present a purely client-side web-application, UBiT2 (User-friendly BioInformatics Tools), that provides installation-free, offline alignment, analysis, and visualization of …
Refining the role of de novo protein-truncating variants in neurodevelopmental disorders by using population reference samples
Nature Genetics, 2017
Pathologically expanded peripheral T helper cell subset drives B cells in rheumatoid arthritis

2016

52 Genetic Loci Influencing Myocardial Mass
Journal of the American College of Cardiology, 2016
A method to decipher pleiotropy by detecting underlying heterogeneity driven by hidden subgroups applied to autoimmune and neuropsychiatric diseases
Nature Genetics, 2016

2015

Disentangling the Effects of Colocalizing Genomic Annotations to Functionally Prioritize Non-coding Variants within Complex-Trait Loci
The American Journal of Human Genetics, 2015

2014

Regulation of Gene Expression in Autoimmune Disease Loci and the Genetic Basis of Proliferation in CD4+ Effector Memory T Cells
Genetic association study of QT interval highlights role for calcium signaling pathways in myocardial repolarization
Nature Genetics, 2014
SNPsea: an algorithm to identify cell types, tissues and pathways affected by risk loci
Summary: We created a fast, robust and general C++ implementation of a single-nucleotide polymorphism (SNP) set enrichment algorithm to identify cell types, tissues and pathways …
Common Genetic Variants Modulate Pathogen-Sensing Responses in Human Dendritic Cells
It is difficult to determine the mechanistic consequences of context-dependent genetic variants, some of which may be related to disease (see the Perspective by Gregersen). Two …

2012

Computational and experimental analyses of retrotransposon-associated minisatellite DNAs in the soybean genome
BMC Bioinformatics, 2012
<p> Background <p>Retrotransposons are mobile DNA elements that spread through genomes via the action of element-encoded reverse transcriptases. They are ubiquitous …