Paper Review β verify claims with raw data
Extract figures, tables, methods, and underlying data to audit results.
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| Component | What the review did | Skeptical risk / failure mode |
|---|---|---|
| ANN identification | HMM-based identification against Superfamily and local retrieval; phylogeny built using maximum-likelihood. | HMM/domain boundary errors can mis-assign repeats/orthology, influencing clade placement and copy-number narratives. |
| Phylogenetic interpretation | Seven clades (AβG) and ortholog/paralog patterns are discussed. | Gene-tree vs species-tree discordance, incomplete taxon sampling, and rate heterogeneity can bias clade-to-time narratives. |
| Expression heatmaps | Heatmaps generated from public transcriptomes; expression shown as log2(TPM+1), using Tbtools. | Cross-study normalization, tissue/stage mismatch, and missingness can create apparent consensus βstress responsiveness.β |
| Mechanism unification | Literature synthesis links annexins to Ca2+ signaling and stress phenotypes. | A review can overweight mechanistic stories that have published positive results, while underweighting contradictory or non-replicated findings. |
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