| 10.3724/abbs.2026026 | The EBV-MS paradigm: beyond molecular mimicry toward new therapeutic strategies | Proposes an EBVβMS causal axis via molecular mimicry + latent CNS B-cell reservoirs; discusses therapy classes and preclinical/cellular assays used to support the pathway. | Correlational components remain; possible over-interpretation of mimicry; heterogeneous evidence and translational uncertainties. |
| 10.1146/annurev-phyto-010820-012908 | Ustilaginoidea virens: Insights into an Emerging Rice Pathogen | Synthesizes life cycle, genome/effector biology, nutrient acquisition strategies, and mycotoxins for rice false smut. | Narrative synthesis; variability across strains/environments; future-facing causal statements. |
| 10.64898/2026.01.05.697689 | Efflux Pump Activation Confers Mupirocin Resistanceβ¦ in Pseudomonas | Mechanism: EmhR mutations derepress EmhABC efflux β elevated mupirocin MIC and ecological rhizosphere competitiveness; draws conservation parallels with NalD/MexAB-OprM regulation. | Limited strain set; lab/greenhouse models may not capture field complexity; incomplete public deposition details. |
| 10.2147/jir.s528487 | The Role and Mechanism of Protein PostβTranslational Modification in Rheumatoid Arthritis | Catalogues PTMs and PTM-crosstalk in RA with mechanistic links to immune pathways; includes RNA PTMs and PTM propagation via EVs. | MS sensitivity/throughput and causality gaps; largely descriptive/correlational. |
| 10.2147/IJN.S577306 | Emerging Salivary Exosome Nanodiagnostics⦠OSCC | Translational framework for EV/saliva-based OSCC detection emphasizing pre-analytical standardization + multi-marker panels and assay platforms. | Variability in saliva/EV isolation; limited multicenter prospective validation. |
| 10.64898/2026.02.09.704752 | PlantMDCS: A code-free, modular toolkit for rapid deployment of plant multi-omics databases | Software architecture + workflow for secure local multi-omics database deployment and integrated analysis. | Benchmark scope may be limited; GUI/zero-code claims may overstate universality vs all pipelines. |
| 10.1186/s12889-023-15195-9 | Risk factors combine in a complex manner in assessment for macrosomia | Observational multicenter cohort analysis of combined risk factors and synergy for macrosomia. | Cross-sectional design; missingness; limited screening details; residual confounding. |
| 10.1159/000543947 | A Bibliometric Analysis of GWAS on Rheumatoid Arthritis from 2002 to 2024 | Maps publication trends and hotspots in RA GWAS using a bibliometric pipeline. | Database/language restrictions can bias βhotspotsβ; bibliometric signals β scientific causality. |
| 10.1016/j.freeradbiomed.2020.12.440 | Abnormal nitration and S-sulfhydration modificationβ¦ in HHcy vicious cycle | Mechanism: homocysteine alters nitration and S-sulfhydration in the Sp1βCSEβH2S axis, forming a feedback loop affecting CSE activity and H2S production. | High-methionine model generalization; assay specificity concerns (e.g., sulfhydration chemistry) and chemical off-targets. |
| 10.1038/s44259-026-00189-5 | Genomic survey⦠emergence of a multidrug-resistant dominant lineage in Proteus mirabilis | Population genomics + functional assays linking resistance island PmGRI1 and agn43 to biofilm/thermotolerance/swarming phenotypes and global dissemination. | Sampling imbalance; reliance on in silico annotations for hypothetical proteins; incomplete complementation restoration. |
| 10.3724/abbs.2026048 | MerTK inhibition by UNC569 triggers DNA damageβ¦ apoptosis in pancreatic cancer | Mechanistic cascade: MerTK inhibition β ROS/DNA damage β JNK/p38 MAPK β G2/M arrest/apoptosis; also reports GEM synergy in models. | Subcutaneous xenograft vs orthotopic/metastatic realism; possible off-targets; limited long-term toxicity/orthogonal validation. |
| 10.64898/2026.01.08.698407 | LOTUS-domain proteins activate Vasa to drive germ granule assembly | Conserved mechanism model: LOTUS-domain proteins interface with Vasa/DDX4 helicase activity to promote germ granule assembly (worms β human cells). | Ectopic expression and truncated constructs; cross-species generalization still needs broader germline contexts. |
| 10.64898/2026.03.09.710435 | A proteostasis clock underlies the timing of bacterial dormancy and antibiotic tolerance | Mechanism: protein aggregates act as a βproteostasis clockβ gating DnaA availability and lag time; links proteostasis disruption to antibiotic tolerance/regrowth timing. | Generalization still limited by species breadth; causality may not be fully reconstituted in minimal systems; fusion-tag/overexpression artifacts possible. |
| 10.1073/pnas.2523470123 | Subcellular calcium dynamics and organelle perturbations in resistosome-mediated cell death | Mechanism: resistosome activation triggers transient PM Ca2+ influx; Ca2+ required for ordered multi-organelle remodeling culminating in cell death. | Copper-inducible activation may not fully mimic natural infection; limited to N. benthamiana epidermal cells. |
| 10.64898/2026.03.24.713851 | A Conserved Geometric Codeβ¦ ECM curvature directs cell migrationβ¦ | Mechanism: ECM curvature read by nucleus via Lamin A/CβcPLA2βCa2+ pathway to reprogram migration mode (mesenchymal β amoeboid-like exploration). | Curvature sensing demonstrated mainly in microfabricated/controlled geometries; universality across 3D matrices needs further tests. |
| 10.64898/2026.02.23.706386 | Tipping Points and Emergent Phases of Species Diversity in Mutualistic Ecological Networks under Global Warming | Model-based tipping points for diversity across mutualistic networks as warming progresses; uses mean-field reductions. | Mean-field simplifications; limited empirical validation beyond qualitative alignment. |
| 10.64898/2026.02.06.704290 | Causal evidence for a shared mechanism linking language and tool use via the putamen | Human neuro mechanism: putamen supports goal-dependent sequencing in language + tool use; early language experience calibrates putaminal encoding. | Lesion study confounding risk; developmental subgroup small; mediation is correlational/temporal inference. |
| 10.64898/2026.01.19.700396 | Bacteria-herpesvirus interaction reveals a proviral role of ISGylation⦠| Mechanism: ISGylation promotes herpesvirus capsid assembly; bacterial co-infection amplifies ISGylation; ORF25 ISGylation required for proper oligomerization/maturation. | Primarily cell/in vitro models; knockdown/off-target concerns; limited quantitative reporting details in provided excerpt summary. |
| 10.64898/2026.03.09.710435 | A proteostasis clock⦠| Mechanism: proteostasis/aggregate load controls lag-time timing, impacting antibiotic tolerance and exit from dormancy. | Causality not fully reconstituted in minimal systems; fusion constructs and proxy readouts may bias inference. |
| 10.64898/2026.02.06.704290 | Causal evidenceβ¦ putamen | Human causal-ish evidence from VLSM + fMRI with ROI mediation linking syntax competence β putaminal encoding β tool use performance. | Generality beyond specific tasks/language contexts remains to be tested. |
| 10.64898/2026.02.23.706386 | Tipping points⦠mutualistic networks | Mathematical phase transitions and rate-induced tipping in mutualism models under warming. | Model assumptions strongly condition outcomes (equal rates, no spatial structure). |
| 10.64898/2026.02.06.704290 | Causal evidence⦠putamen | (Shown here only to preserve one-column completeness; see row above for details.) | (Same limitations as above.) |
| 10.64898/2026.02.23.706386 | (Shown above.) | (Shown above.) | (Shown above.) |