Observational studyBlood cancer journal2024
Real-world characteristics and outcomes of patients with high-risk and non-high-risk smoldering multiple myeloma using the Flatiron Health database.
Observational study in Blood cancer journal, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 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
3 citing papers in PubMed.
- Smoldering multiple myeloma: advances in diagnosis and risk stratification, and evolving therapeutic strategies.International journal of hematology · 2026Review
- Integrative Network Analysis of Single-Cell RNA Findings and a Priori Knowledge Highlights Gene Regulators in Multiple Myeloma Progression.International journal of molecular sciences · 2026Article
- Temporal trends in progression risk in smoldering myeloma: a systematic review.EClinicalMedicine · 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
13 authors.
Funding
Abstract
This study aimed to provide real-world evidence on progression risk in patients with high-risk smoldering multiple myeloma (SMM). This retrospective, observational study leveraged data from the Flatiron Health database. Eligible patients had SMM and relevant measures to apply Mayo 2018, International Myeloma Working Group (IMWG) 2020, and AQUILA trial risk criteria. Time to progression to active MM (TTP), progression or death (PFS), and death or progression on first-line MM therapy (PFS2) were evaluated using Kaplan-Meier methods and multivariate Cox regression models adjusted for age, Charlson Comorbidity Index, and time from SMM diagnosis to risk classification date. Across the three risk models (Mayo 2018, IMWG 2020, and AQUILA trial), high-risk patients with SMM had 3.0-4.0 times the risk of TTP, 2.1-3.5 times the risk of PFS, and 1.7-3.2 times the risk of PFS2 versus non-high-risk patients (p < 0.001 for all comparisons). Similar results were observed when patients with early treatment, early progression, and/or bone disease were excluded. This study demonstrates that high-risk patients with SMM have worse prognoses than non-high-risk patients, regardless of the criteria used, and highlights a need for early intervention testing.
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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.