ArticleBrain sciences2020
Can Gut Microbiota Be a Good Predictor for Parkinson's Disease? A Machine Learning Approach.
Article in Brain sciences, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 1 of them a synthesis that pooled it.
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
25 citing papers in PubMed, 1 synthesis or guideline pooled it, 54 citations in OpenAlex.
- Machine learning-based meta-analysis reveals gut microbiome alterations associated with Parkinson's disease.Nature communications · 2025Pooled it
- Gut Microbiota in Lipodystrophies and Obesity: A Common Signature?Microorganisms · 2026Article
- Gastrointestinal microbiota and inflammasomes interplay in health and disease: a gut feeling.Gut · 2025Review
- The usefulness of microbiome profiling for geriatric patients with neuropsychiatric conditions: a scoping review.Translational psychiatry · 2025Article
- Gut Microbiome as a Source of Probiotic Drugs for Parkinson's Disease.International journal of molecular sciences · 2025Review
- Gut Microbiome Signatures in Multiple Sclerosis: A Case-Control Study with Machine Learning and Global Data Integration.Biomedicines · 2025Article
- Machine learning based gut microbiota pattern and response to fiber as a diagnostic tool for chronic inflammatory diseases.BMC microbiology · 2025Article
- Revolutionizing colorectal cancer detection: A breakthrough in microbiome data analysis.PloS one · 2025Article
- Gut Microbiota and Immune System Dynamics in Parkinson's and Alzheimer's Diseases.International journal of molecular sciences · 2024Review
- Microbial biomarker discovery in Parkinson's disease through a network-based approach.NPJ Parkinson's disease · 2024Article
- The Gut Microbiome as a Catalyst and Emerging Therapeutic Target for Parkinson's Disease: A Comprehensive Update.Biomedicines · 2024Review
- Coronal and Root Canal Microbiota in Apical Periodontitis with Different PAI.Microorganisms · 2024Article
- Insights into the Mechanisms of Action ofNutrients · 2024Review
- Methodology for biomarker discovery with reproducibility in microbiome data using machine learning.BMC bioinformatics · 2024Article
- Crohn's Disease Prediction Using Sequence Based Machine Learning Analysis of Human Microbiome.Diagnostics (Basel, Switzerland) · 2023Article
- Gut Microbial Metabolome and Dysbiosis in Neurodegenerative Diseases: Psychobiotics and Fecal Microbiota Transplantation as a Therapeutic Approach-A Comprehensive Narrative Review.International journal of molecular sciences · 2023Review
- Potential ofFrontiers in microbiology · 2023Review
- The Interplay between Gut Microbiota and Parkinson's Disease: Implications on Diagnosis and Treatment.International journal of molecular sciences · 2022Review
- Machine Learning Data Analysis Highlights the Role ofBiomedicines · 2022Article
- Gut-Derived Sterile Inflammation and Parkinson's Disease.Frontiers in neurology · 2022Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 1 institution in 1 country.
Funding
Abstract
The involvement of the gut microbiota in Parkinson's disease (PD), investigated in several studies, identified some common alterations of the microbial community, such as a decrease in
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.