The Evidence Layer for Scientific AI

Featured scientific reviews

Developmental meningeal mosaicism in human meningiomas

Low-frequency driver mutations in tumor-free meninges support a developmental field model, although spatial lineage origins remain indirect.

Replication-coupled methylation and transposable-element control

Mouse-cell and genomic analyses link lagging-strand methylation machinery to transposable-element regions, while historical insertion patterns remain causally ambiguous.

Forensic stealth in generative-AI watermark removal

Six remover families evaded watermark checks but retained detectable residual statistics in a keyed watermark setting; broader detector independence remains untested.

Fungal deubiquitinase and whitefly insecticide resistance

Evidence links a horizontally transferred deubiquitinase to P450 stabilization and neonicotinoid metabolism in whitefly, with broader pest relevance unresolved.

Bee microbiome metabolism of a plant toxin

Microbiota-deprived bees accumulate prunasin, while strain-level enzyme experiments support microbial completion of amygdalin breakdown; final cyanide handling remains incomplete.

Crossed laser phase plate for cryoEM

A dual-cavity phase plate improves low-frequency contrast in tested specimens, but ghost artifacts and limited thick-sample benchmarking constrain adoption claims.

Chromosomal requirements for multivalent nucleoli

Nested deletions suggest entire acrocentric p-arms, rather than rDNA alone, support nucleolar association; nuclear-mechanics confounding remains possible.

Reversible gyroid membranes in mature plant chloroplasts

Arabidopsis chloroplasts show reversible night-associated cubic membrane organization, while topology assignment and cross-species prevalence need stronger quantitative validation.

Rest–task fusion for human cortical parcellation

An mRBM Bayesian model improves individual parcellation under limited rest data, though boundary validity depends on task coverage and evaluation metrics.

Full-curve Cq estimation for qPCR

Paired threshold and 5PL estimates expose unreliable low-input miRNA wells, but small cohorts and tool-related conflicts limit biological conclusions.

Starship transposons and fungal virulence evolution

Comparative genomics links Starship-rich regions to structural variation and virulence cargo, while broad causal claims rely mainly on association plus one effector deletion.

Low-cost design–build–test genetic engineering

Pooled assembly, long-read quality control, and single-cell sensing form a scalable bacterial pipeline, with cross-host performance still untested.

Blood clotting as a coupled dynamic system

Surface assembly, context-dependent protease kinetics, fibrin structure, and plasmin generation jointly shape bleeding and thrombosis risk.

Cellular mechanisms of coral bleaching

Evidence supports interacting redox, host-cell, epigenetic, and internal-chemistry processes, but pathway dominance varies by stress context and coral system.

ROS-triggered migration in diatom biofilms

Exogenous hydrogen peroxide triggers downward migration in a natural diatom biofilm, while the proposed ROS–calcium pathway was not directly measured.

T6SS phospholipase and plant reproduction

TleB activity is associated with altered plant phospholipids, auxin reporter output, and seed number, but native secretion and the full signaling chain remain unresolved.

OxyBLI tissue oxygenation imaging

Genetically targeted bioluminescence captures transient oxygenation changes in animals, but relative signal depends on ATP, oxygen consumption, and substrate delivery.

Coral-associated plastidiome diversity

Plastid-marker reanalysis reveals reef-structured microalgal communities distinct from seawater, while copy-number, primer, and classification bias limit abundance inference.

Self-resealing lipid-scrambling membrane pores

Model membranes and simulations support transient pores that dissipate lipid asymmetry, although direct cellular lipid flip-flop measurements are still needed.

Single-cell microbial and viral associations in protists

Cell-resolved genomes and transcripts reveal bacteria and viruses in uncultivated protists, but ingestion and co-isolation can mimic intracellular symbiosis.

Mechanisms of nucleolar phase separation

Nucleolar material properties can be tuned by scaffold interaction modes, linking molecular contacts to mobility, viscosity, and stress-associated aging.

Reversible opto-chemical KRAS activation

Sustained plasma-membrane recruitment of KRASG12V drives reversible organoid remodeling under low ligand background, with three-dimensional precision still limited.

Osteoblastic lineage loss in metastatic osteosarcoma

Metastatic cells show reduced osteoblastic programs and alternative mesenchymal states, but transcriptomic states do not establish DNA-level clonal reprogramming.

Superior colliculus and competing actions

Mouse superior colliculus perturbation changes stimulus-independent action pressure without clearly reducing sensory sensitivity, subject to model and targeting limits.

TRPM4 in resistance-vessel constriction

Genetic and pharmacologic evidence places TRPM4 downstream of AT1R-linked stretch signaling across three mouse vascular beds, with human translation untested.

ANOSPP surveillance of Tanzanian mosquitoes

Species-resolved mosquito and parasite profiling exposes taxon-skewed morphology errors, while parasite DNA does not establish infectious sporozoite transmission.

DEC1, β-cell maturation, and circadian insulin release

Human stem-cell-derived β-cell data link DEC1 loss to impaired glucose-stimulated insulin secretion and metabolic rhythms, with add-back and chromatin evidence still needed.

Filopodial transport of regeneration-associated EVs

Zebrafish fin data show EV puncta and miRNA changes during regeneration, but filopodial transport and recipient-cell function remain mechanistic hypotheses.

Maternal toxins and offspring epigenetics

Controlled animal studies support lasting toxin-associated developmental effects, while human mediation chains remain limited by timing, tissue mismatch, and confounding.

SETDB1, Akt signaling, and cetuximab sensitivity

Preclinical colorectal-cancer models link SETDB1 inhibition to reduced Akt activity and greater cetuximab response, but mithramycin specificity limits interpretation.

Acute exercise and muscle protein synthesis in obesity

A small tracer study found blunted amino-acid-stimulated synthesis immediately after aerobic exercise, with leucine availability implicated but signaling unmeasured.

Cucuruchú Late Pleistocene chronology

New enamel dates place the fossil-bearing layer around 15.3–16.0 thousand calibrated years ago, while human exploitation of megafauna remains unproven.

Structural RNA control of bacterial toxin systems

Retron RNA architecture gates defense activation, whereas toxin translation control is more directly tied to substrate-specific RNA recognition than a single switch.

Effective reassortment in orthohantaviruses

Retained reassortants reflect both host co-occurrence and molecular compatibility, although ecological and sequence features are proxy measures rather than direct mechanisms.

Borrowed machinery in staphylococcal AMP resistance

Charge remodeling, biofilm matrix, proteases, and transport systems jointly support antimicrobial-peptide resistance and virulence-related persistence, without proving evolutionary exaptation.

Plastisphere viromes and methane cycling

Water-associated plastisphere viruses and lysogenic fractions show methane-related potential and flux effects, while specific auxiliary genes remain annotation-based hypotheses.

IRF4 control of multinucleated giant cells

IRF4 loss suppresses fusion genes without broadly changing oxidative metabolism, supporting a fusion-program gatekeeper role in the tested myeloid model.

Strongyloides IgG4 rapid testing

In an eosinophilic referral cohort, the rapid test favored sensitivity over ELISA specificity against stool-based references, supporting screening rather than confirmation.

Ethics of AI in clinical decisions

Clinical AI explanations can create unsafe confidence when fidelity and stability are weak, so explanation quality should be evaluated alongside model performance and governance.

Extended Kalman filtering for epidemic models

Formal observability and convergence results support the nine-compartment filter theoretically, while colored innovations and synthetic-only validation limit operational claims.

Post-inflammatory matrix stiffening in ulcerative colitis

Persistent stiffness is linked to MMP7-positive, nuclear-YAP epithelial states and barrier remodeling, while longitudinal cancer-risk prediction remains unproven.

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