Difference between revisions of "Journal Club"

Cancer cell states recur across tumor types and form specific interactions with the tumor microenvironment

MetaTiME: Meta-components of the Tumor Immune Microenvironment

Pre-encoded responsiveness to type I interferon in the peripheral immune system defines outcome of PD1 blockade therapy

Integrated single-cell profiling dissects cell-state-specific enhancer landscapes of human tumor-infiltrating T cells

A T cell resilience model associated with response to immunotherapy in multiple tumor types

Single-nucleus and spatial transcriptome profiling of pancreatic cancer identifies multicellular dynamics associated with neoadjuvant treatment

Cross-tissue, single-cell stromal atlas identifies shared pathological fibroblast phenotypes in four chronic inflammatory diseases

Pan-cancer integrative histology-genomic analysis via multimodal deep learning

Tissue-resident memory and circulating T cells are early responders to pre-surgical cancer immunotherapy

SCENIC+: single-cell multiomic inference of enhancers and gene regulatory networks

Representation learning of RNA velocity reveals robust cell transitions UniTVelo: temporally unified RNA velocity reinforces single-cell trajectory inference Mapping transcriptomic vector fields of single cells

Network-based machine learning approach to predict immunotherapy response in cancer patients

Modeling fragment counts improves single-cell ATAC-seq analysis

Extricating human tumour immune alterations from tissue inflammation

T cell receptor convergence is an indicator of antigen-specific T cell response in cancer immunotherapies

Identifying phenotype-associated subpopulations by integrating bulk and single-cell sequencing data

MIRA: Joint regulatory modeling of multimodal expression and chromatin accessibility in single cells

Immune phenotypic linkage between colorectal cancer and liver metastasis

Biologically informed deep learning to infer gene program activity in single cells

Cell type and gene expression deconvolution with BayesPrism enables Bayesian integrative analysis across bulk and single-cell RNA sequencing in oncology

Mapping single-cell data to reference atlases by transfer learning

Pan-cancer mapping of single T cell profiles reveals a TCF1:CXCR6-CXCL16 regulatory axis essential for effective anti-tumor immunity

Identifying disease-critical cell types and cellular processes across the human body by integration of single-cell profiles and human genetics

Metacells untangle large and complex single-cell transcriptome networks MetaCell: analysis of single-cell RNA-seq data using K-nn graph partitions Metacell‑2: a divide‑and‑conquer metacell algorithm for scalable scRNA‑seq analysis

Co-varying neighborhood analysis identifies cell populations associated with phenotypes of interest from single-cell transcriptomics

Integrating T cell receptor sequences and transcriptional profiles by clonotype neighbor graph analysis (CoNGA)

Hepatocellular carcinoma patients with high circulating cytotoxic T cells and intra-tumoral immune signature benefit from pembrolizumab: results from a single-arm phase 2 trial

Effect of imputation on gene network reconstruction from single-cell RNA-seq data

Diagnostic Evidence GAuge of Single cells (DEGAS): a flexible deep transfer learning framework for prioritizing cells in relation to disease

Integrating single-cell sequencing data with GWAS summary statistics reveals CD16+monocytes and memory CD8+T cells involved in severe COVID-19

Single cell T cell landscape and T cell receptor repertoire profiling of AML in context of PD-1 blockade therapy

Systematic investigation of cytokine signaling activity at the tissue and single-cell levels

Neoantigen-driven B cell and CD4 T follicular helper cell collaboration promotes anti-tumor CD8 T cell responses

MultiMAP: dimensionality reduction and integration of multimodal data

CellRank for directed single-cell fate mapping

Single-cell analyses reveal key immune cell subsets associated with response to PD-L1 blockade in triple-negative breast cancer

Chromatin and gene-regulatory dynamics of the developing human cerebral cortex at single-cell resolution

Single-cell analysis of human non-small cell lung cancer lesions refines tumor classification and patient stratification

Pan-cancer single-cell landscape of tumor-infiltrating T cells

Atlas of clinically distinct cell states and ecosystems across human solid tumors

Single-cell ATAC and RNA sequencing reveal pre-existing and persistent cells associated with prostate cancer relapse

Phage–host coevolution in natural populations

A randomized controlled trial for response of microbiome network to exercise and diet intervention in patients with nonalcoholic fatty liver disease

Scalable power analysis and effect size exploration of microbiome community differences with Evident

Phanta: Phage-inclusive profiling of human gut metagenomes

Computational approach to modeling microbiome landscapes associated with chronic human disease progression

A novel in silico method employs chemical and protein similarity algorithms to accurately identify chemical transformations in the human gut microbiome

Inference of disease-associated microbial biomarkers based on metagenomic and metatranscriptomic data

Personalized microbiome-driven effects of non-nutritive sweeteners on human glucose tolerance

Identification of shared and disease-specific host gene–microbiome associations across human diseases using multi-omic integration

Caudovirales bacteriophages are associated with improved executive function and memory in flies, mice, and humans

SynTracker: a synteny based tool for tracking microbial strains

Identification of antimicrobial peptides from the human gut microbiome using deep learning

Discovery of bioactive microbial gene products in inflammatory bowel disease

Large-scale microbiome data integration enables robust biomarker identification

Predicting cancer prognosis and drug response from the tumor microbiome

Thousands of small, novel genes predicted in global phage genomes

MetaPop: a pipeline for macro- and microdiversity analyses and visualization of microbial and viral metagenome-derived populations

Biosynthetic potential of the global ocean microbiome

Compositionally Aware Phylogenetic Beta-Diversity Measures Better Resolve Microbiomes Associated with Phenotype

Tutorial: assessing metagenomics software with the CAMI benchmarking toolkit disease Critical Assessment of Metagenome Interpretation: the second round of challenges

Identification of Faecalibacterium prausnitzii strains for gut microbiome-based intervention in Alzheimer’s-type dementia

Microbiome and metabolome features of the cardiometabolic disease spectrum

Functional and genetic markers of niche partitioning among enigmatic members of the human oral microbiome

Integrating phylogenetic and functional data in microbiome studies

Pandora: nucleotide-resolution bacterial pan-genomics with reference graphs

Multivariable association discovery in population-scale meta-omics studies

Comprehensive Analysis Reveals the Evolution and Pathogenicity of Aeromonas, Viewed from Both Single Isolated Species and Microbial Communities

AGAMEMNON: an Accurate metaGenomics And MEtatranscriptoMics quaNtificatiON analysis suite

Metapangenomics of the oral microbiome provides insights into habitat adaptation and cultivar diversity

Microbiota of the prostate tumor environment investigated by whole-transcriptome profiling

Species-resolved sequencing of low-biomass or degraded microbiomes using 2bRAD-M

Microbial co-occurrence complicates associations of gut microbiome with US immigration, dietary intake and obesity

Gut microbial determinants of clinically important improvement in patients with rheumatoid arthritis

Gut microbiota modulates weight gain in mice after discontinued smoke exposure

The human microbiome encodes resistance to the antidiabetic drug acarbose

Commensal bacteria promote endocrine resistance in prostate cancer through androgen biosynthesis

The influence of the gut microbiome on BCG-induced trained immunity

Towards the biogeography of prokaryotic genes

ReprDB and panDB: minimalist databases with maximal microbial representation

Maast: genotyping thousands of microbial strains efficiently

MIDAS2: Metagenomic Intra-species Diversity Analysis System

Scalable microbial strain inference in metagenomic data using StrainFacts

StrainPanDA: linked reconstruction of strain composition and gene content profiles via pangenome-based decomposition of metagenomic data

Metagenomic strain detection with SameStr: identification of a persisting core gut microbiota transferable by fecal transplantation

Fast and accurate metagenotyping of the human gut microbiome with GT-Pro

inStrain profiles population microdiversity from metagenomic data and sensitively detects shared microbial strains

Longitudinal linked-read sequencing reveals ecological and evolutionary responses of a human gut microbiome during antibiotic treatment

Dispersal strategies shape persistence and evolution of human gut bacteria

The long-term genetic stability and individual specificity of the human gut microbiome

Analysis of 1321 Eubacterium rectale genomes from metagenomes uncovers complex phylogeographic population structure and subspecies functional adaptations

Evolutionary dynamics of bacteria in the gut microbiome within and across hosts

Extensive transmission of microbes along the gastrointestinal tract

Distinct Genetic and Functional Traits of Human Intestinal Prevotella copri Strains Are Associated with Different Habitual Diets

Strain-level microbial epidemiology and population genomics from shotgun metagenomics

Chromatin and gene-regulatory dynamics of the developing human cerebral cortex at single-cell resolution

Single-cell ATAC and RNA sequencing reveal pre-existing and persistent subpopulations of cells associated with relapse of prostate cancer

Integrated single-cell transcriptomics and epigenomics reveals strong germinal center-associated etiology of autoimmune risk loci

Functional Inference of Gene Regulation using Single-Cell Multi-Omics

Single-cell analyses reveal a continuum of cell state and composition changes in the malignant transformation of polyps to colorectal cancer

Single-cell sequencing links multiregional immune landscapes and tissue-resident T cells in ccRCC to tumor topology and therapy efficacy

Tumor and immune reprogramming during immunotherapy in advanced renal cell carcinoma

Single-cell chromatin accessibility landscape identifies tissue repair program in human regulatory T cells

Identification of resistance pathways and therapeutic targets in relapsed multiple myeloma patients through single-cell sequencing

A single-cell map of intratumoral changes during anti-PD1 treatment of patients with breast cancer

Single-cell landscape of the ecosystem in early-relapse hepatocellular carcinoma

Interpreting type 1 diabetes risk with genetics and single-cell epigenomics

Massive expansion of human gut bacteriophage diversity

The infant gut resistome associates with E. coli, environmental exposures, gut microbiome maturity, and asthma-associated bacterial composition

Methotrexate impacts conserved pathways in diverse human gut bacteria leading to decreased host immune activation

A metagenomic strategy for harnessing the chemical repertoire of the human microbiome

Predictive metabolomic profiling of microbial communities using amplicon or metagenomic sequences

Gut microbiome structure and metabolic activity in inflammatory bowel disease

Microbiome connections with host metabolism and habitual diet from 1,098 deeply phenotyped individuals

A predictive index for health status using species-level gut microbiome profiling

Multi-omics of the gut microbial ecosystem in inflammatory bowel diseases

Gastrointestinal microbiota composition predicts peripheral inflammatory state during treatment of human tuberculosis

Structure of the Mucosal and Stool Microbiome in Lynch Syndrome

Cross-reactivity between tumor MHC class 1-restricted antigens and an enterococcal bacteriophage

Bifidobacterium bifidum strains synergize with immune checkpoint inhibitors to reduce tumour burden in mice

The gut microbiome modulates the protective association between a Mediterranean diet and cardiometabolic disease risk

Impact of commonly used drugs on the composition and metabolic function of the gut microbiota

Personalized Mapping of Drug Metabolism by the Human Gut Microbiome

Mining the Human Gut Microbiota for Immunomodulatory Organisms

Microbiome analyses of blood and tissues suggest cancer diagnostic approach

The human tumor microbiome is composed of tumor type-specific intracellular bacteria

Functional CRISPR dissection of gene networks controlling human regulatory T cell identity

Molecular Pathways of Colon Inflammation Induced by Cancer Immunotherapy

Single-cell epigenomic analyses implicate candidate causal variants at inherited risk loci for Alzheimer’s and Parkinson’s diseases

Trajectory-based differential expression analysis for single-cell sequencing data

Genetic determinants of co-accessible chromatin regions in activated T cells across humans

Single-Cell Analyses Inform Mechanisms of Myeloid-Targeted Therapies in Colon Cancer

Single-Cell Analysis of Crohn's Disease Lesions Identifies a Pathogenic Cellular Module Associated with Resistance to Anti-TNF Therapy

Multi-omic single-cell snapshots reveal multiple independent trajectories to drug tolerance in a melanoma cell line

Multi-omic single-cell snapshots reveal multiple independent trajectories to drug tolerance in a melanoma cell line

Dysfunctional CD8 T Cells Form a Proliferative, Dynamically Regulated Compartment Within Human Melanoma

A Cancer Cell Program Promotes T Cell Exclusion and Resistance to Checkpoint Blockade

Single-cell Transcriptional Diversity Is a Hallmark of Developmental Potential

Landscape and Dynamics of Single Immune Cells in Hepatocellular Carcinoma

Peripheral T Cell Expansion Predicts Tumour Infiltration and Clinical Response

Defining T Cell States Associated With Response to Checkpoint Immunotherapy in Melanoma

Rapid Non-Uniform Adaptation to Conformation-Specific KRAS(G12C) Inhibition

Targeted Therapy Guided by Single-Cell Transcriptomic Analysis in Drug-Induced Hypersensitivity Syndrome: A Case Report

Distinct Microbial and Immune Niches of the Human Colon

Massively Parallel Single-Cell Chromatin Landscapes of Human Immune Cell Development and Intratumoral T Cell Exhaustion

Single-cell Gene Expression Reveals a Landscape of Regulatory T Cell Phenotypes Shaped by the TCR

A Single-Cell Atlas of In Vivo Mammalian Chromatin Accessibility

scAI: An Unsupervised Approach for the Integrative Analysis of Parallel Single-Cell Transcriptomic and Epigenomic Profiles

Single-cell Multiomic Analysis Identifies Regulatory Programs in Mixed-Phenotype Acute Leukemia

Obese Individuals with and without Type 2 Diabetes Show Different Gut Microbial Functional Capacity and Composition

Clustering co-abundant genes identifies components of the gut microbiome that are reproducibly associated with colorectal cancer and inflammatory bowel disease

Massively parallel single-cell chromatin landscapes of human immune cell development and intratumoral T cell exhaustion

Assessment of computational methods for the analysis of single-cell ATAC-seq data

Meta-Analysis Reveals Reproducible Gut Microbiome Alterations in Response to a High-Fat Diet

Tumor Microbiome Diversity and Composition Influence Pancreatic Cancer Outcomes

The accessible chromatin landscape of the murine hippocampus at single-cell resolution

Integrated Single-Cell Analysis Maps the Continuous Regulatory Landscape of Human Hematopoietic Differentiation

A sparse covarying unit that describes healthy and impaired human gut microbiota development

Large-Scale Analyses of Human Microbiomes Reveal Thousands of Small, Novel Genes

Intra- and Inter-cellular Rewiring of the Human Colon during Ulcerative Colitis

Multiplexed droplet single-cell RNA-sequencing using natural genetic variation

The Landscape of Genetic Content in the Gut and Oral Human Microbiome

Benchmarking Metagenomics Tools for Taxonomic Classification

Coexpression uncovers a unified single-cell transcriptomic landscape

Single-cell interactomes of the human brain reveal cell-type specific convergence of brain disorders

Proportionality: a valid alternative to correlation for relative data

propr: An R-package for Identifying Proportionally Abundant Features Using Compositional Data Analysis

Robust prediction of response to immune checkpoint blockade therapy in metastatic melanoma

A test metric for assessing single-cell RNA-seq batch correction

Comprehensive Integration of Single-Cell Data

Defining T Cell States Associated with Response to Checkpoint Immunotherapy in Melanoma

High-Dimensional Analysis Delineates Myeloid and Lymphoid Compartment Remodeling during Successful Immune-Checkpoint Cancer Therapy

A single-cell reference map for human blood and tissue T cell activation reveals functional states in health and disease

Dysfunctional CD8 T Cells Form a Proliferative, Dynamically Regulated Compartment within Human Melanoma

High-dimensional single-cell analysis predicts response to anti-PD-1 immunotherapy

A Cancer Cell Program Promotes T Cell Exclusion and Resistance to Checkpoint Blockade

COMPASS identifies T-cell subsets correlated with clinical outcomes.

Sensitive detection of rare disease-associated cell subsets via representation learning

Meta-analysis of fecal metagenomes reveals global microbial signatures that are specific for colorectal cancer

Metagenomic analysis of colorectal cancer datasets identifies cross-cohort microbial diagnostic signatures and a link with choline degradation

Microbial network disturbances in relapsing refractory Crohn's disease.

New insights from uncultivated genomes of the global human gut microbiome

A new genomic blueprint of the human gut microbiota

Extensive Unexplored Human Microbiome Diversity Revealed by Over 150,000 Genomes from Metagenomes Spanning Age, Geography, and Lifestyle.

Dynamics of metatranscription in the inflammatory bowel disease gut microbiome.

Metatranscriptome of human faecal microbial communities in a cohort of adult men.

Post-Antibiotic Gut Mucosal Microbiome Reconstitution Is Impaired by Probiotics and Improved by Autologous FMT.

Personalized Gut Mucosal Colonization Resistance to Empiric Probiotics Is Associated with Unique Host and Microbiome Features.

Distinct Immune Cell Populations Define Response to Anti-PD-1 Monotherapy and Anti-PD-1/Anti-CTLA-4 Combined Therapy.

Subsets of exhausted CD8+ T cells differentially mediate tumor control and respond to checkpoint blockade.

Lineage tracking reveals dynamic relationships of T cells in colorectal cancer.

Single cell dissection of plasma cell heterogeneity in symptomatic and asymptomatic myeloma.

Single-cell profiling of breast cancer T cells reveals a tissue-resident memory subset associated with improved prognosis.

Global characterization of T cells in non-small-cell lung cancer by single-cell sequencing

Reference component analysis of single-cell transcriptomes elucidates cellular heterogeneity in human colorectal tumors.

Landscape of Infiltrating T Cells in Liver Cancer Revealed by Single-Cell Sequencing.

Phenotype molding of stromal cells in the lung tumor microenvironment.

A single-cell molecular map of mouse gastrulation and early organogenesis

The single-cell transcriptional landscape of mammalian organogenesis

Single-Cell Map of Diverse Immune Phenotypes in the Breast Tumor Microenvironment

Single-Cell Transcriptomic Analysis of Primary and Metastatic Tumor Ecosystems in Head and Neck Cancer

A Pan-Cancer Analysis of Enhancer Expression in Nearly 9000 Patient Samples.

Machine Learning Identifies Stemness Features Associated with Oncogenic Dedifferentiation.

Developmental and oncogenic programs in H3K27M gliomas dissected by single-cell RNA-seq.

Chemoresistance Evolution in Triple-Negative Breast Cancer Delineated by Single-Cell Sequencing.

Mapping human pluripotent stem cell differentiation pathways using high throughput single-cell RNA-sequencing.

A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex.

Single-cell RNA sequencing identifies celltype-specific cis-eQTLs and co-expression QTLs.

FOCS: a novel method for analyzing enhancer and gene activity patterns infers an extensive enhancer-promoter map.

A Distinct Gene Module for Dysfunction Uncoupled from Activation in Tumor-Infiltrating T Cells.

A global transcriptional network connecting noncoding mutations to changes in tumor gene expression.

Inferring regulatory element landscapes and transcription factor networks from cancer methylomes.

Genomic and Transcriptomic Features of Response to Anti-PD-1 Therapy in Metastatic Melanoma.

Tumor aneuploidy correlates with markers of immune evasion and with reduced response to immunotherapy.

Landscape of tumor-infiltrating T cell repertoire of human cancers.

The landscape of T cell infiltration in human cancer and its association with antigen presenting gene expression.

A Distinct Gene Module for Dysfunction Uncoupled from Activation in Tumor-Infiltrating T Cells.

Identification of genetic determinants of breast cancer immune phenotypes by integrative genome-scale analysis.

Genomic Correlates of Immune-Cell Infiltrates in Colorectal Carcinoma.

Genomic and Transcriptomic Features of Response to Anti-PD-1 Therapy in Metastatic Melanoma.

Pan-cancer Immunogenomic Analyses Reveal Genotype-Immunophenotype Relationships and Predictors of Response to Checkpoint Blockade.

Systemic Immunity Is Required for Effective Cencer Immunotherapy.

Linking the Human Gut Microbiome to Inflammatory Cytokine Production Capacity.

Host and Environmental Factors Influencing Individual Human Cytokine Responses.

A Functional Genomics Approach to Understand Variation in Cytokine Production in Humans.

Pooled CRISPR screening with single-cell transcriptome readout.

Dissecting Immune Circuits by Linking CRISPR-Pooled Screens with Single-Cell RNA-Seq.

Perturb-Seq: Dissecting Molecular Circuits with Scalable Single-Cell RNA Profiling of Pooled Genetic Screens.

Wishbone identifies bifurcating developmental trajectories from single-cell data.

Reversed graph embedding resolves complex single-cell developmental trajectories.

Single-cell mRNA quantification and differential analysis with Census.

Single-Cell Transcriptomic Analysis Defines Heterogeneity and Transcriptional Dynamics in the Adult Neural Stem Cell Lineage.

Single-Cell Network Analysis Identifies DDIT3 as a Nodal Lineage Regulator in Hematopoiesis.

Single-cell analysis of mixed-lineage states leading to a binary cell fate choice.

Dissecting direct reprogramming from fibroblast to neuron using single-cell RNA-seq.

Dissecting the multicellular ecosystem of metastatic melanoma by single-cell RNA-seq.

Single-cell mRNA sequencing identifies subclonal heterogeneity in anti-cancer drug responses of lung adenocarcinoma cells.

A Comprehensive Characterization of the Function of LincRNAs in Transcriptional Regulation Through Long-Range Chromatin Interactions.

Epigenomic Deconvolution of Breast Tumors Reveals Metabolic Coupling between Constituent Cell Types.

Convergence of dispersed regulatory mutations predicts driver genes in prostate cancer.

Chromatin structure-based prediction of recurrent noncoding mutations in cancer.

Somatic Mutations and Neoepitope Homology in Melanomas Treated with CTLA-4 Blockade.

Chemotherapy weakly contributes to predicted neoantigen expression in ovarian cancer.

Microbiota Diurnal Rhythmicity Programs Host Transcriptome Oscillations.

Transcriptional Landscape of Human Tissue Lymphocytes Unveils Uniqueness of Tumor-Infiltrating T Regulatory Cells.

Mapping long-range promoter contacts in human cells with high-resolution capture Hi-C

CHiCAGO: robust detection of DNA looping interactions in Capture Hi-C data.

ZIFA: Dimensionality reduction for zero-inflated single-cell gene expression analysis

Single-cell messenger RNA sequencing reveals rare intestinal cell types

Decoding the regulatory network of early blood development from single-cell gene expression measurements.

Single-Cell RNA-Seq with Waterfall Reveals Molecular Cascades underlying Adult Neurogenesis.

The dynamics and regulators of cell fate decisions are revealed by pseudotemporal ordering of single cells.

Classification of low quality cells from single-cell RNA-seq data.

Droplet barcoding for single-cell transcriptomics applied to embryonic stem cells.

Highly Parallel Genome-wide Expression Profiling of Individual Cells Using Nanoliter Droplets.

Causal Mechanistic Regulatory Network for Glioblastoma Deciphered Using Systems Genetics Network Analysis.

Comprehensive analyses of tumor immunity: implications for cancer immunotherapy.

Widespread parainflammation in human cancer

Analysis of protein-coding genetic variation in 60,706 humans

Functional characterization of somatic mutations in cancer using network-based inference of protein activity pubmed fulltext

Exploiting single-cell expression to characterize co-expression replicability.

Clonal neoantigens elicit T cell immunoreactivity and sensitivity to immune checkpoint blockade

A Computational Drug Repositioning Approach for Targeting Oncogenic Transcription Factors

The landscape of accessible chromatin in mammalian preimplantation embryos

Enhancer-promoter interactions are encoded by complex genomic signatures on looping chromatin

Personalized Immunomonitoring Uncovers Molecular Networks that Stratify Lupus Patients

Integration of summary data from GWAS and eQTL studies predicts complex trait gene targets

Identification of transcriptional regulators in the mouse immune system

Mapping the effects of drugs on the immune system

Elucidating compound mechanism of action by network perturbation analysis

Integrative approaches for large-scale transcriptome-wide association studies

Tissue-specific regulatory circuits reveal variable modular perturbations across complex diseases

Survey of variation in human transcription factors reveals prevalent DNA binding changes

Large-scale identification of sequence variants influencing human transcription factor occupancy in vivo

Predicting Cancer-specific vulnerability via data-driven detection of synthetic lethality

Dynamic regulatory network controlling Th17 cell differentiation

Characterization of the immunophenotypes and antigenomes of colorectal cancers reveals distinct tumor escape mechanisms and novel targets for immunotherapy

Regulators of genetic risk of breast cancer identified by integrative network analysis

A predictive computational framework for direct reprogramming between human cell types

CellNet: Network biology applied to stem cell engineering

Improved exome prioritization of disease genes through cross-species phenotype comparison.

Phevor combines multiple biomedical ontologies for accurate identification of disease-causing alleles in single individuals and small nuclear families.

eXtasy: variant prioritization by genomic data fusion.

A probabilistic disease-gene finder for personal genomes.

Systematic analysis of noncoding somatic mutations and gene expression alterations across 14 tumor types.

GREAT improves functional interpretation of cis-regulatory regions.

Functional annotation of noncoding sequence variants.

FunSeq2: A framework for prioritizing noncoding regulatory variants in cancer.

Selecting causal genes from genome-wide association studies via functionally coherent subnetworks.

Biological interpretation of genome-wide association studies using predicted gene functions.

Human symptoms-disease network.

A nondegenerate code of deleterious variants in Mendelian loci contributes to complex disease risk.

Uncovering disease-disease relationships through the incomplete interactome.

The discovery of integrated gene networks for autism and related disorders.

Integrated systems analysis reveals a molecular network underlying autism spectrum disorders.

Dissecting neural differentiation regulatory networks through epigenetic footprinting.

Cell-of-origin chromatin organization shapes the mutational landscape of cancer.

Integrative analysis of 111 reference human epigenomes.

Genome-wide analysis of local chromatin packing in Arabidopsis thaliana.

A 3D map of the human genome at kilobase resolution reveals principles of chromatin looping.

Exploring the three-dimensional organization of genomes: interpreting chromatin interaction data.

Transcribed enhancers lead waves of coordinated transcription in transitioning mammalian cells.

Cupid: simultaneous reconstruction of microRNA-target and ceRNA networks.

Characterization of the neural stem cell gene regulatory network identifies OLIG2 as a multifunctional regulator of self-renewal.

Decoding the regulatory network of early blood development from single-cell gene expression measurements.

Computational and analytical challenges in single-cell transcriptomics.

Extensive Strain-Level Copy-Number Variation across Human Gut Microbiome Species.

Richness of human gut microbiome correlates with metabolic markers.

A metagenome-wide association study of gut microbiota in type 2 diabetes.

Practical guidelines for the comprehensive analysis of ChIP-seq data.

Patterns of regulatory activity across diverse human cell types predict tissue identity, transcription factor binding, and long-range interactions.

Rapid neurogenesis through transcriptional activation in human stem cells.

Genome-Scale CRISPR-Mediated Control of Gene Repression and Activation.

Integrating multiple genomic data to predict disease-causing nonsynonymous single nucleotide variants in exome sequencing studies.

The Genotype-Tissue Expression (GTEx) project.

Mouse regulatory DNA landscapes reveal global principles of cis-regulatory evolution.

Principles of regulatory information conservation between mouse and human.

Conservation of trans-acting circuitry during mammalian regulatory evolution.

Genetic and epigenetic fine mapping of causal autoimmune disease variants.

A general framework for estimating the relative pathogenicity of human genetic variants.

A probabilistic model to predict clinical phenotypic traits from genome sequencing.

Relating the metatranscriptome and metagenome of the human gut.

Alterations of the human gut microbiome in liver cirrhosis.

An integrated catalog of reference genes in the human gut microbiome.

Identification and assembly of genomes and genetic elements in complex metagenomic samples without using reference genomes.

Computational meta'omics for microbial community studies.

Functional profiling of the gut microbiome in disease-associated inflammation.

Biodiversity and functional genomics in the human microbiome.

Chapter 12: Human Microbiome Analysis.

Conducting a Microbiome Study.

Small RNA changes en route to distinct cellular states of induced pluripotency.

Genome-wide characterization of the routes to pluripotency.

Divergent reprogramming routes lead to alternative stem-cell states.

Global view of enhancer-promoter interactome in human cells.

Combining Hi-C data with phylogenetic correlation to predict the target genes of distal regulatory elements in human genome.

Super-enhancers in the control of cell identity and disease.

Master transcription factors and mediator establish super-enhancers at key cell identity genes.

Unraveling the biology of a fungal meningitis pathogen using chemical genetics.

A proteome-scale map of the human interactome network.

The role of the interactome in the maintenance of deleterious variability in human populations.

Integrative annotation of variants from 1092 humans: application to cancer genomics.

Mapping functional transcription factor networks from gene expression data.

In pursuit of design principles of regulatory sequences.

Epigenomics of human embryonic stem cells and induced pluripotent stem cells: insights into pluripotency and implications for disease.

Developmental fate and cellular maturity encoded in human regulatory DNA landscapes.

The 'dnet' approach promotes emerging research on cancer patient survival.

Determination and inference of eukaryotic transcription factor sequence specificity.

Transcription factors interfering with dedifferentiation induce cell type-specific transcriptional profiles.

Dissecting engineered cell types and enhancing cell fate conversion via CellNet.

CellNet: network biology applied to stem cell engineering.

Predicting Cancer-Specific Vulnerability via Data-Driven Detection of Synthetic Lethality.

Phen-Gen: combining phenotype and genotype to analyze rare disorders.

A community effort to assess and improve drug sensitivity prediction algorithms.

Multi-tiered genomic analysis of head and neck cancer ties TP53 mutation to 3p loss.

Network-based stratification of tumor mutations.

Synonymous mutations frequently act as driver mutations in human cancers.

VarWalker: Personalized Mutation Network Analysis of Putative Cancer Genes from Next-Generation Sequencing Data.

DriverNet: uncovering the impact of somatic driver mutations on transcriptional networks in cancer.

Integrated analysis of recurrent properties of cancer genes to identify novel drivers.

Improving the prediction of the functional impact of cancer mutations by baseline tolerance transformation.

A network module-based method for identifying cancer prognostic signatures.

Realizing the promise of cancer predisposition genes.

Assessing the clinical utility of cancer genomic and proteomic data across tumor types.

Mutational landscape and significance across 12 major cancer types.

Signatures of mutational processes in human cancer.

Discovery and saturation analysis of cancer genes across 21 tumour types.

Comprehensive identification of mutational cancer driver genes across 12 tumor types.

IntOGen-mutations identifies cancer drivers across tumor types.

Computational approaches to identify functional genetic variants in cancer genomes.

Mutational heterogeneity in cancer and the search for new cancer-associated genes.

Cancer genomes: discerning drivers from passengers

The Cancer Genome Atlas Pan-Cancer analysis project.

Cancer genome landscapes.

Distinguishing driver and passenger mutations in an evolutionary history categorized by interference.

A promoter-level mammalian expression atlas.

An atlas of active enhancers across human cell types and tissues.