ArticleNational science review2019
Detection for disease tipping points by landscape dynamic network biomarkers.
Article in National science review, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 71 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
71 citing papers in PubMed, 126 citations in OpenAlex.
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- A Comprehensive Comparison of Transition Point Detection Methods for Monkeypox - Africa, 2024-2025.China CDC weekly · 2026Article
- Detecting the Pre-Disease State of Single Sample Through the Change in Local Network Enrichment Level.Genes · 2026Article
- Detecting and forecasting tipping points from sample variance alone.PNAS nexus · 2026Article
- Analysis of the transcriptomic and metabolomic landscape of prostate cancer with different anatomical origins using snFLARE-seq and mxFRIZNGRND.Nature communications · 2026Article
- Detection of critical transition states in complex diseases based on distance correlation coefficient.PloS one · 2026Article
- Temporal network analysis in systems biology: concepts, inference, and validation.Frontiers in bioinformatics · 2026Review
- A squamous epithelial gene interaction perturbation network index for risk stratification in esophageal squamous cell carcinoma.Journal of Cancer · 2026Article
- Cellular and molecular mechanisms of seahorse male pregnancy.Nature ecology & evolution · 2025Article
- Quantifying Individual Health Status from Multi-omics Data by Health State Manifold.Phenomics (Cham, Switzerland) · 2025Article
- RPL6 Interacts with HMGCS1 to Stabilize HIF-1α by Promoting Cholesterol Production in Hepatocellular Carcinoma.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- From reactive to proactive: Continuous protein monitoring for preventive health care.Science (New York, N.Y.) · 2025Review
- Identification of prognostic biomarkers in colorectal cancer through multi-omics profiling of programmed cell death pathways.Journal of gastrointestinal oncology · 2025Article
- sPGGM: a sample-perturbed Gaussian graphical model for identifying pre-disease stages and signaling molecules of disease progression.National science review · 2025Article
- ImmuProgML: machine learning-based dissection of cancer-immune dynamics during tumor progression to improve immunotherapy.Journal of translational medicine · 2025Article
- Dynamic Network Driver Analysis Identifies Master Factors Associated with Progression of Solar Lentigines.Biology · 2025Article
- DNFE: Directed network flow entropy for detecting tipping points during biological processes.PLoS computational biology · 2025Article
- Identification of dynamic network biomarkerMolecular therapy. Oncology · 2025Article
- Uncovering critical transitions and molecule mechanisms in disease progressions using Gaussian graphical optimal transport.Communications biology · 2025Article
11 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
A new model-free method has been developed and termed the landscape dynamic network biomarker (
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.