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The impact of first-line therapy with novel agents in multiple myeloma patients age 80 and above: A systematic review.

2020· article· en· W3031419286 on OpenAlexaff
Sadaf Rahman, Cody Sider, Fadi Bahodi, Selay Lam, Martha Louzada, Chai W. Phua

Bibliographic record

VenueJournal of Clinical Oncology · 2020
Typearticle
Languageen
FieldMedicine
TopicMultiple Myeloma Research and Treatments
Canadian institutionsWestern UniversityLondon Health Sciences Centre
Fundersnot available
KeywordsMedicineMultiple myelomaInternal medicineAnemiaAdverse effectPopulationRetrospective cohort studyRandomized controlled trialSurgeryPediatrics

Abstract

fetched live from OpenAlex

e20532 Background: Novel therapeutic agents in multiple myeloma (MM) have demonstrated significant improvements in treatment outcomes. However, data remains scarce in newly diagnosed transplant-ineligible patients aged 80 and above as they are less represented in clinical trials. Optimal treatment of this population also proves challenging due to treatment-related adverse events. Methods: MEDLINE and EMBASE search concluded March 4, 2019. We included studies that evaluated first-line treatment of age ≥80 transplant-ineligible MM patients with novel agents. The primary outcomes assessed were OS and PFS. A qualitative analysis was undertaken due to the small number of included articles. Results: Of 1683 articles assessed for eligibility, 134 articles proceeded to full-text review. 6 articles with a total of 819 patients age ≥ 80 (range 80-96) were included for analysis (5 retrospective analyses and 1 phase II, non-randomized trial). Median OS were significantly shorter in age ≥80 in comparison to younger groups (reported median OS ranged from 19.5-31.9mo for age ≥80, 46-54.8mo for age 66-79, and 81-83.8mo or not reached for age ≤65). Shorter survival was associated with poorer performance status, advanced ISS stage, higher Charlson Comorbidity Index, anemia and elevated serum LDH. In one study, attaining a very good partial response or better (≥VGPR) was associated with improved median OS (30.4mo vs 18.8mo, p = 0.001). There was no difference between age groups for OS if ≥ VGPR was attained (53.4mo in age ≥80, vs not reached in age 66-79 or age ≤65; p = 0.184). In 1 of 3 studies that reported median PFS, a significant difference in one study was noted by age [age ≥80 = 19.1mo, age 66-79 = 26.3mo (p = 0.033), ≤65 = 54.3mo (p = 0.0009)]. Early mortality (at 2 or 6 months; in 3 studies) was significantly greater than in patients age < 80 and was primarily due to infection or renal failure, and more often in the frail. One study noted that despite reduced OS, the relative survival rate was higher in patients aged ≥85 at 2 years than in younger age groups. Conclusions: Our review excluded most RCTs as subgroup analyses of patients aged ≥80 were not available. Regardless, included articles are representative of the real-world experience. This systematic review suggests that while MM patients aged ≥80 experience shorter OS and PFS, treatment with a novel agent may offer comparable survival outcomes to younger groups in those able to attain ≥VGPR. Relative survival in elderly patients also favours active treatment in this age group, while balancing the risks of early mortality.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.008
Threshold uncertainty score0.023

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.017
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0070.007
Bibliometrics0.0080.009
Science and technology studies0.0000.001
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.214
GPT teacher head0.494
Teacher spread0.280 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2020
Admission routes1
Has abstractyes

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