Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• Computationally scalable regression modeling for ultrahigh-dimensional omics data with ParProx.

  PMID 34254998 · PMC8575036 · Briefings in bioinformatics · 2021 · 6 claims · 4 setups

  Has reproduction · 79

  ParProx implements overlapping and non-overlapping (latent) group lasso regression for time-to-event (Cox) and classification (logistic) analysis with variables grouped by biological priors.

  tcga breast liver synthetic somatic gene methylation-based

• The molecular landscape of sepsis severity in infants: enhanced coagulation, innate immunity, and T cell repression.

  PMID 38817614 · PMC11137207 · Frontiers in immunology · 2024 · 7 claims · 7 setups

  Has reproduction · 50

  Most published adult/other-cohort sepsis gene signatures have limited utility for infant sepsis; only 2 of 7 achieved >80% accuracy in infants

  infant merged individual pairwise whole-blood coconut gene-signature

• Integrative transcriptomic and machine learning framework reveals candidate genes and potential mechanisms of aflatoxin B1 exposure in breast cancer.

  PMID 41688730 · PMC12982753 · Scientific reports · 2026 · 7 claims · 8 setups

  Has reproduction · 83

  Twenty-two genes lie at the intersection of AFB1-predicted targets and breast cancer-associated co-expression modules/DEGs

  afb1 breast training candidate computational bulk weighted

• Exploring Gene Expression Patterns in Alzheimer's Disease Using a Human Microarray Data Meta-Analysis.

  PMID 41744654 · PMC12938635 · Biology · 2026 · 6 claims · 7 setups

  Has reproduction · 100

  AD brains show a distinct transcriptomic profile with up-regulation of immune/inflammation genes and down-regulation of synapse/neuronal-signaling genes

  brain sub-studies down-regulated affymetrix quality normalization

• Progressive transformation of the HIV-1 reservoir cell profile over two decades of antiviral therapy.

  PMID 36596305 · PMC9839361 · Cell host & microbe · 2023 · 8 claims · 7 setups

  Has reproduction · 80

  After long-term ART, intact HIV-1 proviruses are predominantly integrated in heterochromatin locations, most prominently centromeric satellite/micro-satellite DNA.

  pbmc single cd4 flip-seq mip-seq prip-seq

• Investigating epigenetic biomarkers of age, sex, and disease in captive South African cheetahs (Acinonyx jubatus jubatus).

  PMID 41528985 · PMC12798976 · PloS one · 2026 · 8 claims · 7 setups

  Has reproduction · 58

  A cheetah-specific epigenetic age clock using 52 CpG sites predicts chronological age across blood and liver with r=0.97 and MAE=0.86 years

  cheetah lion genes methylation epigenome-wide differential

• RNAmountAlign: Efficient software for local, global, semiglobal pairwise and multiple RNA sequence/structure alignment.

  PMID 31978147 · PMC6980424 · PloS one · 2020 · 8 claims · 6 setups

  Has reproduction · 71

  RNAmountAlign is the first RNA sequence/structure pairwise alignment algorithm based on incremental ensemble mountain distance, running in O(n^3) time and O(n^2) space for two sequences of length n.

  sequences sequence trna target pairwise global single

• TFEB deficiency attenuates mitochondrial degradation upon brown adipose tissue whitening at thermoneutrality.

  PMID 33516944 · PMC7903014 · Molecular metabolism · 2021 · 7 claims · 8 setups

  Has reproduction

  BAT whitening at thermoneutrality is associated with TFEB-dependent mitochondrial degradation.

  bat subscapular tfeb-bat-ko metabolically qrt-pcr western immunohistochemistry

• Meta-analysis of COVID-19 single-cell studies confirms eight key immune responses.

  PMID 34675242 · PMC8531356 · Scientific reports · 2021 · 8 claims · 8 setups

  Has reproduction · 69

  Only 8 of 20 previously published COVID-19 scRNA-seq findings were reproducible across all relevant datasets in a standardized meta-analysis

  pbmc bronchoalveolar nasopharyngeal combined scrna-seq tcr bcr

• EpiDiverse Toolkit: a pipeline suite for the analysis of bisulfite sequencing data in ecological plant epigenetics.

  PMID 34805989 · PMC8598301 · NAR genomics and bioinformatics · 2021 · 8 claims · 5 setups

  Has reproduction · 54

  EpiDiverse Toolkit provides Nextflow-based pipelines for WGBS mapping, methylation calling, variant calling, differential methylation, and EWAS tailored to non-model plant ecology

  populus nigra genome variant clustering

• nf-rnaSeqCount: A Nextflow pipeline for obtaining raw read counts from RNA-seq data.

  PMID 35574063 · PMC9097006 · South African computer journal = Suid-Afrikaanse rekenaartydskrif · 2021 · 7 claims · 5 setups

  Has reproduction · 95

  nf-rnaSeqCount is a portable, reproducible Nextflow pipeline that maps RNA-seq reads to a reference genome and quantifies gene abundance for differential expression analysis

  black geo rna-seq rna-seq benchmarking quality

• maxATAC: Genome-scale transcription-factor binding prediction from ATAC-seq with deep neural networks.

  PMID 36719906 · PMC9917285 · PLoS computational biology · 2023 · 8 claims · 6 setups

  Has reproduction · 98

  maxATAC is a suite of deep neural network models enabling state-of-the-art, genome-scale TFBS prediction from ATAC-seq, with models for 127 human transcription factors

  lines hepg2 types single chip-seq omni-atac-seq atac-seq

• Assessing the impacts of COVID-19 vaccination programme's timing and speed on health benefits, cost-effectiveness, and relative affordability in 27 African countries.

  PMID 36882868 · PMC9991879 · BMC medicine · 2023 · 8 claims · 6 setups

  Has reproduction · 89

  Vaccination programmes with earlier start dates yield the most health benefits and lowest ICERs compared to late-starting programmes

  population-level age-structured same ethiopia dynamic epidemiological daly

• Identification of genes influencing the evolution of Escherichia coli ST372 in dogs and humans.

  PMID 36752777 · PMC9997745 · Microbial genomics · 2023 · 8 claims · 8 setups

  Has reproduction · 89

  Dogs are the dominant host of E. coli ST372, and clusters within the ST372 population structure exhibit distinctive O:H types.

  coli st372 core draft whole-genome core population

• Population carrier frequency of hMSH2 and hMLH1 mutations.

  PMID 11104559 · PMC2363440 · British journal of cancer · 2000 · 6 claims · 6 setups

  Full-text index only

  Population carrier frequency of hMSH2/hMLH1 mutations in people aged 15-74 years is estimated at 1:3139 (95% CI 1:1247-1:7626)

  peripheral scottish finnish baltimore cdna pedigree systematic

• Bench-to-bedside review: fulfilling promises of the Human Genome Project.

  PMID 12133180 · PMC137447 · Critical care (London, England) · 2002 · 8 claims · 4 setups

  Full-text index only

  Most common diseases and many drug responses are influenced by inherited genetic variation

  haemophilus genome septic genomic whole-genome snp large-scale

• Vector algebra in the analysis of genome-wide expression data.

  PMID 11897023 · PMC88809 · Genome biology · 2002 · 8 claims · 6 setups

  Full-text index only

  The angle θ between expression (experiment) vectors is the geometric counterpart of the Pearson correlation coefficient r, providing a rigorous measure of similarity between profiles.

  saccharomyces microarray

• The gentle art of gene arrangement: the meaning of gene clusters.

  PMID 11897017 · PMC139018 · Genome biology · 2002 · 8 claims · 7 setups

  Full-text index only

  Gene order in eukaryotic genomes is likely optimized by natural selection rather than arising purely by chance reshuffling.

  populations mhc interphase cartilaginous sequence codon comparative

• Fingerprinting cancer development.

  PMID 14694892 · PMC1241638 · Environmental health perspectives · 2003 · 8 claims · 6 setups

  Full-text index only

  Protein microarrays can detect phosphoprotein fingerprints that identify early-stage cancer or monitor drug toxicity.

  prostate blood model genes microarray proteomic gene

• Genetics and functional genomics of type 2 diabetes mellitus.

  PMID 14659011 · PMC329413 · Genome biology · 2003 · 7 claims · 5 setups

  Full-text index only

  Genome-wide transcription profiling of diabetic skeletal muscle reveals coordinated downregulation of oxidative phosphorylation genes, converging on PGC1α as a central regulator.

  skeletal population microarray real-time genetic