ReviewJournal of hematology & oncology2021
Prognostic and predictive biomarker developments in multiple myeloma.
Review in Journal of hematology & oncology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 81 papers, 2 of them syntheses that pooled it.
What it found
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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
81 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Mass spectrometry-based proteomics and metabolomics in multiple myeloma: a systematic review of prognostic biomarkers and minimal residual disease monitoring.Frontiers in medicine · 2026Pooled it
- Prognostic and clinicopathological value of the controlling nutritional status score in patients with multiple myeloma: a meta-analysis.Frontiers in oncology · 2025Pooled it
- Clinico-genomic risk stratification for biomarker-enriched trial design in poor-prognosis metastatic castrate-resistant prostate cancer (mCRPC).The journal of liquid biopsy · 2026Article
- Article
- Article
- Evaluation of TIE-2 levels in newly diagnosed and untreated multiple myeloma patients.BMC cancer · 2026Article
- Melflufen in Multiple Myeloma: Clinical Limitations, Biological Rationale, and Future Perspectives.Cancers · 2026Review
- Review
- Review
- Chromosome Karyotyping in Hematological Malignancies: Current Status and Future Directions.Current medical science · 2026Review
- Next-Generation Biomarkers in Multiple Myeloma: Advancing Diagnosis, Risk Stratification, and Precision Therapy Beyond Current Guidelines.Pharmaceuticals (Basel, Switzerland) · 2026Review
- Review
- Ex Vivo Treatment Response Prediction in Multiple Myeloma: Assay Formats, Clinical Correlation, and Future Directions.Cancers · 2026Review
- Advanced primary fallopian tube cancer was found during chemotherapy for multiple myeloma: a case report and literature.BMC women's health · 2026Review
- Clinical and laboratory characteristics and management in patients diagnosed with multiple myeloma: real-world cohort in a Peruvian referral clinic.Ecancermedicalscience · 2026Article
- Multi-omics profiling and AI-driven clinically deployable risk models in MGUS and smoldering myeloma.Clinical and experimental medicine · 2025Review
- A disulfidptosis-related gene signature predicts prognosis and immune-metabolic landscape in multiple myeloma.British journal of haematology · 2025Article
- Human preclinical multiple myeloma in vitro models for disease modeling and therapy screening.Journal of biological engineering · 2025Review
- Targeting the Liquid-Liquid Separation Region of c-Maf for Treating Chromosomal Translocations in Multiple Myeloma.MedComm · 2025Article
- The prognostic value of POD24 for multiple myeloma: a comprehensive analysis based on traditional statistics and machine learning.BMC cancer · 2025Article
21 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
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
New approaches to stratify multiple myeloma patients based on prognosis and therapeutic decision-making, or prediction, are needed since patients are currently managed in a similar manner regardless of individual risk factors or disease characteristics. However, despite new and improved biomarkers for determining the prognosis of patients, there is currently insufficient information to utilise biomarkers to intensify, reduce or altogether change treatment, nor to target patient-specific biology in a so-called predictive manner. The ever-increasing number and complexity of drug classes to treat multiple myeloma have improved response rates and so clinically useful biomarkers will need to be relevant in the era of such novel therapies. Therefore, the field of multiple myeloma biomarker development is rapidly progressing, spurred on by new technologies and therapeutic approaches, and underpinned by a deeper understanding of tumour biology with individualised patient management the goal. In this review, we describe the main biomarker categories in multiple myeloma and relate these to diagnostic, prognostic and predictive applications.
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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.