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).

• Comparison between short-term stress and long-term adaptive responses reveal common paths to molecular adaptation.

  PMID 35243257 · PMC8873613 · iScience · 2022 · 8 claims · 7 setups

  Has reproduction · 59

  Short-term stress and long-term adaptations share common metabolic pathways

  great embryonic gef mapk1 bulk gene transcription

• Integrating co-expression network analysis and machine learning to reveal the regulatory landscape of GPD genes in Chlamydomonas reinhardtii under salinity stress.

  PMID 42004709 · PMC13089224 · PeerJ · 2026 · 8 claims · 8 setups

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  GPD2 and GPD3 cluster into distinct WGCNA co-expression modules (magenta and black, respectively) with contrasting temporal expression profiles

  chlamydomonas genes normalized gpd bulk weighted gene

• A tissue-resolved, network-based transcriptomic framework for abiotic stress responses in sorghum.

  PMID 41904985 · PMC13033392 · The Plant journal : for cell and molecular biology · 2026 · 8 claims · 8 setups

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  Tissue specificity is the dominant determinant of abiotic stress-induced gene reprogramming across drought, heat, and salinity stress in sorghum

  sorghum rna-seq qrt-pcr wgcna

• Prenatal and postnatal effects of gestational immune activation on synaptic and neurodevelopmental pathways via epigenetic mechanisms.

  PMID 41654489 · PMC12923905 · Translational psychiatry · 2026 · 7 claims · 6 setups

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  MIA induces enduring epigenetic reprogramming of gene regulatory networks in the developing brain that persists into adulthood

  sorted frontal rna-seq mia-responsive chip-seq rna-seq facs

• Smoking promotes colorectal cancer via the CKAP2L/AREG axis.

  PMID 41823522 · PMC13038336 · International journal of oncology · 2026 · 8 claims · 8 setups

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  Smoking is positively associated with CRC risk, confirmed by both cross-sectional (NHANES) and Mendelian randomization analyses

  participants european crc hct116 cross-sectional two-sample single-cell