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Record W2990635370 · doi:10.1182/blood-2019-121672

Undertreatment of Older Patients with Newly-Diagnosed Multiple Myeloma: Real World Evidence from a Canadian Registry Cohort

2019· article· en· W2990635370 on OpenAlexaffabout
Hira Mian, C. Tom Kouroukis, Gregory R. Pond, Hsien Seow, Jonathan Sussman

Bibliographic record

VenueBlood · 2019
Typearticle
Languageen
FieldMedicine
TopicMultiple Myeloma Research and Treatments
Canadian institutionsJuravinski Cancer CentreMcMaster University
Fundersnot available
KeywordsMedicineLenalidomideMultiple myelomaCohortPopulationThalidomideClinical trialBortezomibRetrospective cohort studyDiagnosis codePediatricsInternal medicine

Abstract

fetched live from OpenAlex

Introduction Multiple myeloma (MM) is a malignant plasma cell disease and is considered a disease of older patients as the median age at diagnosis is 70 years. In recent years, the overall survival of patients with MM has improved due to the increasing number of treatment options and better supportive care. However, older patients (age >65) have not benefitted equally from the same gains. There is a paucity of information regarding clinical outcomes in this age cohort given that older patients are often under-represented in clinical trials and prospective studies. Real-world data may allows us to examine the trends in practice patterns over time and help us understand disparities in treatment options and overall patient outcomes in older patients with MM at a population level. Methods We conducted a retrospective population-based study using administrative data from the Institute of Clinical Evaluative Sciences (ICES), which maintains a central database of health records for all patients in the publicly funded health care system for the province of Ontario, Canada. All patients with newly-diagnosed multiple myeloma, identified using the ICD-O-3 code 9732/3 (Multiple Myeloma) between the years 2007-2017, were included to form the cohort. Autologous transplant within one year of diagnosis was captured in the database using a combination of physician billing codes and hospital procedure/discharge codes. Novel drugs usage for transplant ineligible patients was defined as the receipt of thalidomide, lenalidomide and bortezomib in any combination within one year of diagnosis. No treatment was defined as patients that did not receive a transplant, novel drugs or non-novel drugs (melphalan and cyclophosphamide) within one year following diagnosis. Results A total of 11,875 patients with newly-diagnosed myeloma were identified between the years 2007-2017. The proportion of newly-diagnosed MM patients who were older (age >65 years) increased from 60% of those diagnosed in 2007 to 68% of those diagnosed in 2017. The rates of autologous transplantation in older patients with MM increased from 4 to 10%. Overall those who underwent transplant had improved outcomes with decreasing one-year mortality from nearly 24% in 2007 down to 3% in 2017. Novel drugs were increasingly being used in older patients that were transplant ineligible with up to 42% receiving it within one year of diagnosis in 2017. In transplant ineligible older adults using novel drugs, one- year mortality ranged from 15% to 24%. The rates of older adults with newly-diagnosed MM not treated within one year of diagnosis was on average 49% although that number marginally declined from 54% in 2007 to 47% in 2017. Among those that did not receive treatment, 48% of individuals on average (range 40-57%) were not alive at one-year following diagnosis. Conclusion Our results demonstrate that although gains are being made in older adults with newly-diagnosed MM with increasing rates of transplantation and novel-drug usage over the last decade, there remains a sizeable cohort of older patients that do not receive any treatment within one year of diagnosis. While a limitation of our study may be the inclusion of some smouldering cases of myeloma, the mortality for older patients not treated continues to remain high with approximately half the patients not alive at one year following diagnosis. This study represents one of the largest cohort studies done to date over a decade demonstrating the ongoing low rates of no treatment and high rates of one-year mortality for older patients with MM. Further identification of factors associated with no treatment, transplantation and novel drug usage in older patients with MM are currently being explored. Table. Disclosures Mian: Amgen: Consultancy; Janssen: Consultancy, Honoraria; Celgene: Consultancy, Honoraria. Pond:Roche Canada: Employment, Other: Stock; Takeda (DSMC membership): Other: Honorarium.

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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)0.005
metaresearch head score (Gemma)0.020
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.032
Threshold uncertainty score0.122

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.020
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0040.011
Science and technology studies0.0030.001
Scholarly communication0.0020.001
Open science0.0020.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.016
GPT teacher head0.260
Teacher spread0.244 · 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 designObservational
Domainnot available
GenreEmpirical

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

Citations7
Published2019
Admission routes2
Has abstractyes

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