ReviewFrontiers in endocrinology2020
Reporting Guidelines, Review of Methodological Standards, and Challenges Toward Harmonization in Bone Marrow Adiposity Research. Report of the Methodologies Working Group of the International Bone Marrow Adiposity Society.
Review in Frontiers in endocrinology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 3 of them syntheses 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
44 citing papers in PubMed, 3 syntheses or guidelines pooled it, 82 citations in OpenAlex.
- Deep learning and genome-wide association meta-analyses of bone marrow adiposity in the UK Biobank.Nature communications · 2025Pooled it
- REPCAN: Guideline for REporting Population-based CANcer Registry Data.Asian Pacific journal of cancer prevention : APJCP · 2023Guideline
- Guidelines for Biobanking of Bone Marrow Adipose Tissue and Related Cell Types: Report of the Biobanking Working Group of the International Bone Marrow Adiposity Society.Frontiers in endocrinology · 2021Guideline
- Regional variation in vertebral bone marrow adiposity: a population-based atlas of age- and sex-specific patterns.Skeletal radiology · 2026Article
- Feasibility of multi-energy CT and fat fraction MRI for characterizing active bone marrow response to pelvic external beam radiation therapy.Journal of applied clinical medical physics · 2026Article
- Association of habitual diet and bone marrow adipose tissue - magnetic resonance imaging in a population-based sample.Nutrition journal · 2026Article
- Deep Learning for Analysis of Bone Marrow Adiposity: Breakthroughs from Recent Large-Scale Analyses in the UK Biobank.Current osteoporosis reports · 2026Review
- Clinical implications of bone marrow adiposity identified by phenome-wide association and Mendelian randomization in the UK Biobank.Nature communications · 2025Article
- Experimental analysis of bone marrow adipose tissue and bone marrow adipocytes: An update from the bone marrow adiposity society (BMAS).Bone reports · 2025Review
- Genetic architecture of bone marrow fat fraction implies its involvement in osteoporosis risk.Nature communications · 2025Article
- A three-material model for dual-layer detector spectral computed tomography measurements of marrow adipose tissue and bone mineral density.JBMR plus · 2025Article
- ADAM: automated digital phenotyping and morphological texture analysis of bone biopsy images using deep learning.JBMR plus · 2025Article
- Marrow Adiposity Content and Composition Are Not Associated With Incident Fragility Fractures in Postmenopausal Women: The ADIMOS Fracture Study.Journal of the Endocrine Society · 2025Article
- Robust Automated Harmonization of Heterogeneous Data Through Ensemble Machine Learning: Algorithm Development and Validation Study.JMIR medical informatics · 2025Article
- Bone Marrow Adipocytes as Novel Regulators of Metabolic Homeostasis: Clinical Consequences of Bone Marrow Adiposity.Current obesity reports · 2025Review
- Does Sex Matter in Obesity-Induced Periodontal Inflammation in the SSDentistry journal · 2024Article
- A novel deep learning method for large-scale analysis of bone marrow adiposity using UK Biobank Dixon MRI data.Computational and structural biotechnology journal · 2024Article
- Function and Regulation of Bone Marrow Adipose Tissue in Health and Disease: State of the Field and Clinical Considerations.Comprehensive Physiology · 2024Review
- Young minds, deeper insights: a recap of the BMAS Summer School 2023, ranging from basic research to clinical implications of bone marrow adipose tissue.Biology open · 2024Review
- Perilipin-1 immunostaining improves semi-automated digital quantitation of bone marrow adipocytes in histological bone sections.Adipocyte · 2023Article
Corrections and comments
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Authors and funding
20 authors at 16 institutions in 11 countries.
Funding
Abstract
The interest in bone marrow adiposity (BMA) has increased over the last decade due to its association with, and potential role, in a range of diseases (osteoporosis, diabetes, anorexia, cancer) as well as treatments (corticosteroid, radiation, chemotherapy, thiazolidinediones). However, to advance the field of BMA research, standardization of methods is desirable to increase comparability of study outcomes and foster collaboration. Therefore, at the 2017 annual BMA meeting, the International Bone Marrow Adiposity Society (BMAS) founded a working group to evaluate methodologies in BMA research. All BMAS members could volunteer to participate. The working group members, who are all active preclinical or clinical BMA researchers, searched the literature for articles investigating BMA and discussed the results during personal and telephone conferences. According to the consensus opinion, both based on the review of the literature and on expert opinion, we describe existing methodologies and discuss the challenges and future directions for (1) histomorphometry of bone marrow adipocytes, (2)
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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.