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).

• Systems biology and the host response to viral infection.

  PMID 18066032 · PMC7097743 · Nature biotechnology · 2007 · 8 claims · 8 setups

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  Systems biology integration of 'omics data (transcriptomics, proteomics, genomics) with computational modeling is needed to fully understand virus-host interactions and identify novel antiviral targets

  lung cd4 rhesus kshv microarray quantitative genomic

• Integrated proteomic and transcriptomic profiling of mouse lung development and Nmyc target genes.

  PMID 17486137 · PMC2673710 · Molecular systems biology · 2007 · 8 claims · 7 setups

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  Global MudPIT-based proteomic profiling across six mouse lung developmental time points (E13.5–P56) identifies thousands of proteins and captures developmental/cell-biological expression patterns.

  lung analysis embryonic homologues shotgun microarray k-nearest

• Epidermal growth factor receptor abnormalities in the pathogenesis and progression of lung adenocarcinomas.

  PMID 19138956 · PMC3369271 · Cancer prevention research (Philadelphia, Pa.) · 2008 · 8 claims · 4 setups

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  EGFR mutations and protein overexpression are early phenomena in the pathogenesis of lung adenocarcinoma, occurring in histologically normal bronchial/bronchiolar epithelium (NBE)

  lung microdissection fluorescence immunohistochemistry

• MALDI profiling of human lung cancer subtypes.

  PMID 19890392 · PMC2767501 · PloS one · 2009 · 8 claims · 8 setups

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  PIMAC/MALDI-TOF peptide profiles combined with classification models can distinguish normal lung from tumor and differentiate NSCLC histological subtypes

  lung tryptic peak ffpe maldi-tof parallel stepwise

• An integrative approach to reveal driver gene fusions from paired-end sequencing data in cancer.

  PMID 19881495 · PMC3086882 · Nature biotechnology · 2009 · 8 claims · 8 setups

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  A 'concept signature' (ConSig) score algorithm ranks genes by association with molecular concepts characteristic of fusion or mutation cancer genes, nominating biologically important fusions from large candidate sets.

  lung known leukemia tumor paired-end computational snp

• Two-round coamplification at lower denaturation temperature-PCR (COLD-PCR)-based sanger sequencing identifies a novel spectrum of low-level mutations in lung adenocarcinoma.

  PMID 19760750 · PMC2784016 · Human mutation · 2009 · 8 claims · 6 setups

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  Two-round fast COLD-PCR followed by Sanger sequencing detects TP53 mutations at abundances as low as ~1%, below the sensitivity of conventional Sanger sequencing (~20-25%)

  lung wild-type matched paired two-round real-time airs-rflp

• Evidence for limited genetic compartmentalization of HIV-1 between lung and blood.

  PMID 19759830 · PMC2736399 · PloS one · 2009 · 8 claims · 7 setups

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  Statistical evidence of genetic compartmentalization between lung and blood HIV-1 env sequences was found in 10 of 18 subjects.

  paired lung tissue-pair pooled hiv-1 maximum statistical

• Adaptive learning embedding features to improve the predictive performance of SARS-CoV-2 phosphorylation sites.

  PMID 37847658 · PMC10628388 · Bioinformatics (Oxford, England) · 2023 · 7 claims · 3 setups

  Has reproduction · 67

  PSPred-ALE, a deep learning predictor using a self-adaptive learning embedding algorithm, automatically extracts contextual sequence features and identifies SARS-CoV-2 phosphorylation sites without feature engineering.

  lung peptide same bulk deep traditional

• Detection of ras gene mutations in human lung cancer: comparison of two screening assays based on the polymerase chain reaction.

  PMID 1486847 · PMC1519635 · Environmental health perspectives · 1992 · 8 claims · 3 setups

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  Somatic K-ras mutations were found in one-third of lung carcinomas studied, but no N-ras mutations were detected.

  lung plasmid pcr-based denaturing

• Failure to detect mutations in the retinoblastoma protein-binding domain of the transcription factor E2F-1 in human cancers.

  PMID 9045954 · PMC5921028 · Japanese journal of cancer research : Gann · 1996 · 4 claims · 6 setups

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  E2F-1 function is regulated by the RB protein through E2F-1's RB-binding domain, positioning E2F-1 downstream of RB

  lung pancreatic stomach colon pcr-sscp

• Exploring the role and mechanism of Astragalus membranaceus and radix paeoniae rubra in idiopathic pulmonary fibrosis through network pharmacology and experimental validation.

  PMID 37666859 · PMC10477296 · Scientific reports · 2023 · 8 claims · 8 setups

  Has reproduction · 20

  AM and RPR (Huangqi-Chishao decoction) alleviate bleomycin-induced pathological lung fibrotic damage in rats

  ipf common key rats microarray network protein-protein

• Developing prognostic gene panel of survival time in lung adenocarcinoma patients using machine learning.

  PMID 35117753 · PMC8799101 · Translational cancer research · 2020 · 7 claims · 4 setups

  Has reproduction · 32

  A panel of 22 genetic features with Naïve Bayes can predict whether lung adenocarcinoma patient survival time is >3 years (accuracy=75%, AUC=0.81).

  tcga-luad geo bulk expression methylation

• Single-cell dissection of chronic lung allograft dysfunction reveals convergent and distinct fibrotic mechanisms.

  PMID 41122970 · PMC12581678 · JCI insight · 2025 · 8 claims · 7 setups

  Has reproduction · 75

  CLAD harbors disease-specific cellular subsets including Fibro.AT2 cells, exhausted CD8+ T cells, and superactivated macrophages

  clad covid-19 ffpe end-stage single-cell single-nucleus integrative

• Interpretable artificial intelligence based on immunoregulation-related genes predicts prognosis and immunotherapy response in lung adenocarcinoma.

  PMID 41048340 · PMC12491262 · Frontiers in bioinformatics · 2025 · 8 claims · 8 setups

  Has reproduction · 71

  LUAD samples cluster into IRG-high and IRG-low groups, with the IRG-high group showing significantly better survival and greater immune cell infiltration.

  luad geo degs immunotherapy-treated bulk weighted ppi

• Comprehensive analysis of transcriptomics and radiomics revealed the potential of TEDC2 as a diagnostic marker for lung adenocarcinoma.

  PMID 39553728 · PMC11569783 · PeerJ · 2024 · 8 claims · 8 setups

  Has reproduction · 80

  WGCNA identified 214 key genes in the blue module most correlated with LUAD

  tcga-luad merged tedc2-associated a549 wgcna differential machine

• stDyer-image improves clustering analysis of spatially resolved transcriptomics and proteomics with morphological images.

  PMID 41692960 · PMC12960910 · Bioinformatics (Oxford, England) · 2026 · 7 claims · 5 setups

  Has reproduction · 75

  stDyer-image is an end-to-end deep learning framework that directly associates image features with predicted cluster labels to improve clustering of SRT and SRP data with images.

  non-small-cell breast brain intestine spatially image

• Artificial Intelligence Approach in Machine Learning-Based Modeling and Networking of the Coronavirus Pathogenesis Pathway.

  PMID 40699865 · PMC12191508 · Current issues in molecular biology · 2025 · 8 claims · 8 setups

  Has reproduction

  The coronavirus pathogenesis pathway is activated in SARS-CoV-2-infected iPSC-derived cardiac cells and in SARS-CoV/SARS-CoV-2-infected LUAD cells

  ace2-transfected calu-3 luad ipsc-derived ipa sequencing convolutional

• Ultra-deep sequencing data from a liquid biopsy proficiency study demonstrating analytic validity.

  PMID 35418127 · PMC9008010 · Scientific data · 2022 · 6 claims · 5 setups

  Has reproduction · 87

  This dataset is the most comprehensive public-facing dataset of ultra-deep ctDNA sequencing data generated to date

  contrived enzymatically extracted targeted

• K-ras point mutation occurs in the early stage of carcinogenesis in lung cancer.

  PMID 9514049 · PMC2149957 · British journal of cancer · 1998 · 6 claims · 4 setups

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  K-ras codon 12 mutation is present in all carcinoma lesions examined with no intratumour heterogeneity, consistent with an early carcinogenic event

  resected pcr-rflp-positive lung pcr-rflp direct selective

• Use of genomic data in risk assessment.

  PMID 11983054 · PMC139345 · Genome biology · 2002 · 8 claims · 4 setups

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  New genomic technologies (CGH, SNP analysis, restriction landmark genome scanning, spectral karyotyping, transcript profiling) can be applied to improve risk assessment accuracy

  glioma lung animal genome sensitivity expression snp