Data · dataset · 2026
SepsisShearome: analysis code for a meta-analytic endothelial shear-stress atlas of sepsis endotypes (v6 submission)
Listed in ScienceDB
Description
v6 upgrade: tissue endothelial anchor (GSE159585 snRNA-seq; protective-module suppression within ECs); two-axis endotype space with NRI/IDI and quadrant nulls; gene-level glycocalyx attribution; cis-region genetic exclusion scan (31,175 variants) with SMR; implementation-ready 18-gene panel; longitudinal trait stability. 46-check incremental audit, zero discrepancies. 2026-09-20 repair round: all scripts parameterised via SEPSISSHEAROME_ROOT (RUN.md at package root, no hardcoded paths); GSE1637 excluded as a zero-contribution two-colour ratio array (primary pool 53 datasets / 56 contrasts, every pooled estimate unchanged — KLF2 flow +1.485015, k=32, recomputed bit-exactly); per-gene contributing-dataset disclosure (T_S4b); decision-curve net-benefit bootstrap CIs added (p66). 2026-09-21 third-round QC correction (229 scripts): tissue anchor re-derived under true all-gene library normalisation (p45v4; superseded p45v3 subsampled-library values dual-reported in Supplementary
Methods
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S21) — EC protective module −0.57 (P=0.028, BH-P=0.085), composite ESS +0.65 (P=0.028), composite elevation confined to the endothelial compartment; Figure 6 and D21 tables regenerated; Bonferroni-adjusted null-matched P qualified by null resolution. 2026-09-22 fourth-round upgrade (230 scripts): pre-specified interaction question resolved in the largest atlas (ESS×C4 on 28-day mortality, n=1,689, unadjusted: OR 1.07, 0.82–1.39, P=0.60; four-subtype LRT P=0.70) with three-cohort random-effects pooling (OR 1.08, 0.15–7.64, I²=0%) — effect modification resolved as absent; C4×ESS quadrant mortality gradient reproduces the two-axis logic (dual-high 34.2% versus both-low 18.3%, trend P=9.0×10⁻⁶; within-C4 quartile dose–response 21.4%→37.1%); outputs in D32_interaction_atlas (p72).2026-09-25 fifth-round review response (248 scripts): p84-p88 added - GSE171668 unit/paired analyses with seven degenerate cross-compartment backfill units excluded and re-run; overlap-excluded three-cohort interaction pooling (OR 1.14, 0.65-1.99); compartment x disease interaction model (composite ESS endothelial effect +0.73, uncorrected); GSE310929 constituent-series stratification (within-series z: KW H=100.7; C4 median above other subtypes in 9/9 multi-subtype non-overlap series; series-adjusted gradient P=1.7e-7); adjacent-stress-programme null battery extended to both validation cohorts - the separation from the hypoxia-directional axis is discovery-specific (P=0.278/0.250) and reported as such; composition-drift simulation re-estimated at 10,000 draws x 3 seeds (seed-median P99.9 0.56-0.57). requirements_lock.txt and R_lock.txt dependency locks included; all T_p80-T_p88 result tables archived with the package.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.011q5 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Disease 75% · Genetics 70% · Longitudinal study 65% · Simulation 75% · Single-cell RNA sequencing 65%
Provenance · 1 source records, 15 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.011q5 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[disease].local:disease:disease | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:group:3105 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (70%) |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[method].local:method:longitudinal-study | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[method].local:method:simulation | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:single-cell-rna-seq | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |