Manuscript reproducibility package for serum metabolomics-based endometriosis modelling and exploratory mechanistic profiling

Sisi Deng
2026 · doi:10.5281/zenodo.19185350 · W7140076139
Other OA: green CC0
🔓 Open OA copy Full text JSON View on OpenAlex View at publisher
⚙ AI-generated summary by gemini-2.5-flash-lite, 2026-07-21 ⓘ

This reproducibility package provides scripts, metadata, and analytical artifacts to reproduce a serum metabolomics-based endometriosis modeling and mechanistic profiling workflow.

One-sentence paraphrase of the abstract; not a substitute for reading it. No clinical advice. How this works

⚙ AI-generated deep summary by qwen3.7-flash, 2026-08-17 · read from full text ⓘ

This Zenodo record provides a reproducibility package for a study on serum metabolomics-based endometriosis modelling and mechanistic profiling, intended for submission to BMC Medicine. The archive contains R scripts, environment metadata, execution notes, random seeds, and summary-level analytical artifacts necessary to replicate the nested cross-validation, temporal validation, and sensitivity analyses described in the manuscript. It explicitly excludes participant-level raw data, which remains controlled by custodians due to ethical restrictions and transfer agreements. This paper is centrally about endometriosis — specifically utilizing serum metabolomics for disease modelling and exploratory mechanistic profiling.

Read from the paper's body, not the abstract. Not a substitute for reading the paper. No clinical advice. How this works

Abstract

This Zenodo record contains the manuscript-focused reproducibility package prepared for the revised BMC Medicine submission on serum metabolomics-based endometriosis modelling and exploratory mechanistic profiling. It includes the scripts, environment metadata, execution notes, random seeds, and summary-level frozen analytical artefacts required to document and reproduce the reported workflow from authorized harmonized input tables. The package covers nested cross-validation model development, temporal validation, age/BMI-matched sensitivity analysis, exploratory mechanistic modelling, and figure-generation scripts for the main and supplementary displays. It also includes environment information, package-version records, and a manifest with checksums. This public deposit does not include participant-level raw data, participant-level prediction outputs, matched participant-level annotated tables, identifier-linkage files, collaborator transfer documents, or manuscript-assembly utilities. Access to participant-level cohort data remains controlled by the relevant custodians and is subject to local approvals, ethics restrictions, and transfer agreements.
Full text 1,569 characters · extracted from oa-doi-fallback · click to expand
Manuscript reproducibility package for serum metabolomics-based endometriosis modelling and exploratory mechanistic profiling Description This Zenodo record contains the manuscript-focused reproducibility package prepared for the revised BMC Medicine submission on serum metabolomics-based endometriosis modelling and exploratory mechanistic profiling. It includes the scripts, environment metadata, execution notes, random seeds, and summary-level frozen analytical artefacts required to document and reproduce the reported workflow from authorized harmonized input tables. The package covers nested cross-validation model development, temporal validation, age/BMI-matched sensitivity analysis, exploratory mechanistic modelling, and figure-generation scripts for the main and supplementary displays. It also includes environment information, package-version records, and a manifest with checksums. This public deposit does not include participant-level raw data, participant-level prediction outputs, matched participant-level annotated tables, identifier-linkage files, collaborator transfer documents, or manuscript-assembly utilities. Access to participant-level cohort data remains controlled by the relevant custodians and is subject to local approvals, ethics restrictions, and transfer agreements. Files manuscript_repro_package_v1.zip Files (146.4 kB) | Name | Size | Download all | |---|---|---| | md5:5e2b8eef214847bfe95198109667a29a | 146.4 kB | Preview Download | Additional details Funding Dates - Created - 2026-03-23 Software - Programming language - R

Text is read by the "Ask this paper" AI Q&A widget below. Extraction quality varies by source — PMC NXML preserves structure cleanly, OA-HTML may include some navigation residue, and OA-PDF can have broken hyphenation. The publisher copy (via DOI) is the canonical version.

My notes (saved in your browser only)

⚙ Ask this paper AI returns verbatim quotes from the full text · source: oa-doi-fallback ⓘ

Answers must be backed by verbatim quotes from this paper's full text. Hallucinated quotes are dropped automatically; if no verbatim passage answers the question, we say so. How this works

Condition tags

endometriosis

Citation neighborhood (sparse)

Too few in-corpus citations on either side for a chart; here are the lists.

Cited by (1)

Cited by (1)

Source provenance

openalex
last seen: 2026-06-22T06:09:18.325942+00:00
License: CC0 · commercial use OK