Evidence map›Paper›PMID 37603349›Full record

ArticleBlood advances2023

Outcomes of patients with primary refractory multiple myeloma in the era of triplet and quadruplet induction therapy.

Charalampos Charalampous, Utkarsh Goel, Prashant Kapoor, Moritz Binder, Francis K Buadi, Joselle Cook, David Dingli, Angela Dispenzieri, Amie L Fonder, Morie A Gertz and 12 more

Registry-linked trialAbstract read
In one paragraph

Article in Blood advances, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07154823 (A Longitudinal Multi-Center Molecular Biomarker Discovery Registry for Patients With Hematologic Malignancies), which is not on this map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

NCT07154823 recruitingnot on this mapstarted 2026, after this paper: background citation

A Longitudinal Multi-Center Molecular Biomarker Discovery Registry for Patients With Hematologic Malignancies

Typeobservational_patient_registrySponsorTempus AIRan2026 to 2035Enrolled550ConditionsAcute Myeloid Leukaemia (AML), Follicular Lymphoma ( FL)ArmsNone - Observational Study
3 · Its place in the literature

Who cites it

8 citing papers in PubMed.

  1. Article
  2. Review
  3. Construction of a treatment response prediction model for multiple myeloma based on multi-omics and machine learning.Zhong nan da xue xue bao. Yi xue ban = Journal of Central South University. Medical sciences · 2025
    Article
  4. Article
  5. Review
  6. Optimizing high dose melphalan.Blood reviews · 2024
    Review
  7. Article
  8. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

22 authors.

Charalampos CharalampousDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.
Utkarsh GoelDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.ORCID 0000-0003-1663-0325
Prashant KapoorDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.
Moritz BinderDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.ORCID 0000-0001-9014-9658
Francis K BuadiDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.ORCID 0000-0003-3214-0203
Joselle CookDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.ORCID 0000-0001-5335-9533
David DingliDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.
Angela DispenzieriDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.ORCID 0000-0001-8780-9512
Amie L FonderDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.ORCID 0000-0001-9488-8212
Morie A GertzDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.ORCID 0000-0002-3853-5196
Wilson GonsalvesDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.
Suzanne R HaymanDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.
Miriam A HobbsDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.
Yi L HwaDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.
Taxiarchis KourelisDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.ORCID 0000-0001-8573-9434
Martha Q LacyDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.ORCID 0000-0003-1193-1559
Nelson LeungDivision of Nephrology and Hypertension, Department of Internal Medicine, Mayo Clinic, Rochester, MN.ORCID 0000-0002-5651-1411
Yi LinDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.
Rahma WarsameDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.ORCID 0000-0003-0240-0326
Robert A KyleDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.
S Vincent RajkumarDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.
Shaji K KumarDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.ORCID 0000-0001-5392-9284

Funding

Project 4: Targeting Resistance to T-Cell Directed Therapy in Multiple MyelomaP50CA186781 · NCI · MAYO CLINIC ARIZONA · PI Amylou Constance Dueck · 2015 to 2026
$25.5M
NCI NIH HHS P50 CA186781
6 · The paper itself

Abstract

Patients with multiple myeloma (MM) who do not respond to initial therapy have worse outcomes than primary responders, and effective treatments are lacking in this population. However, the outcomes of primary refractory disease in the modern treatment era have not yet been studied. We reviewed patients with MM treated with triplet/quadruplet therapy at our institution to assess the incidence of primary refractory disease and the impact of salvage therapies in this population. We identified 1127 patients, of whom 1086 were evaluated for hematologic responses after 4 to 6 cycles. Of these, 93.3% (1013) had evidence of response, whereas 6.7% (73) had primary refractory disease. With a median overall survival (OS) of 51.3 months, patients with primary refractory disease had an increased risk of shorter survival in univariable and multivariable analyses (hazard ratio [HR], 3.5 [95% confidence interval (CI), 2.5-4.9]; HR, 4.3 [95% CI, 2.6-6.9], respectively). In the subgroup analysis of patients with primary refractory disease, those who received second-line autologous stem cell transplantation (ASCT) had increased second progression-free survival (20.9 vs 8.1 months; P < .01) and second OS (74.7 vs 31.3 months; P = .02) compared with patients who did not. We conclude that early progression remains a significant factor for shorter OS in the current era, and salvage ASCT could be the most beneficial option for this population.

Indexed as

Hematopoietic Stem Cell TransplantationMultiple MyelomaNeoplasms, Plasma CellHumansInduction ChemotherapyTransplantation, Autologous

Identifiers

PMID37603349
PMCPMC10432608

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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.