ArticleClinical and translational science2025
Recommended Clinical Context and Patient Context Data Elements for Liquid Biopsy Data Submitted to Data Repositories and Data Commons.
Article in Clinical and translational science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
2 citing papers in PubMed.
- Tumor-educated platelets in cancer diagnostics and prognostics: A critical appraisal and roadmap for clinical translation.International journal of cancer · 2026Review
- Generic Protocols for the Analytical Validation of Next-Generation Sequencing-Based Circulating Tumor DNA Assays, Version 2.0.JCO precision oncology · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
22 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In 2020, BLOODPAC recommended 11 pre-analytical minimal technical data elements for collection and submission of liquid biopsy data to public databases. This article expands on that work by recommending 22 clinical context and 10 patient context data elements. These elements, essential for liquid biopsy data submitted to repositories like the BLOODPAC Data Commons, cover tumor characteristics, disease progression, and patient demographics, supporting biomarker validation, research, and clinical trials.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.