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Record W4389246877 · doi:10.1182/blood-2023-183005

<i>Prospective Symptom Burden Analysis in 784 Patients with Myeloproliferative Neoplasms: High Burden Correlates with Inflammatory/Genetic Biomarkers and Reduced Survival</i>

2023· article· en· W4389246877 on OpenAlexaffabout
Alisa Poullet, Lambert Busque, Shireen Sirhan, Robert Delage, Ghislain Cournoyer, Inès Chamakhi, Danielle Talbot, Luigina Mollica, Danièle Marceau, Vincent Éthier, Harold J. Olney, Michaël Harnois, Natasha Szuber

Bibliographic record

VenueBlood · 2023
Typearticle
Languageen
FieldMedicine
TopicMyeloproliferative Neoplasms: Diagnosis and Treatment
Canadian institutionsHôpital Charles-Le MoyneUniversité de SherbrookeCegep de Saint JeromeUniversité de MontréalUniversité LavalJewish General HospitalMPB Technologies & Communications (Canada)Hôpital du Sacré-Cœur de MontréalHôpital Maisonneuve-Rosemont
Fundersnot available
KeywordsMedicineInternal medicineThrombocytosisMyelofibrosisProspective cohort studyCohortPopulationPediatricsBone marrow

Abstract

fetched live from OpenAlex

Background: Myeloproliferative neoplasms (MPN) are associated with significant symptom burden, influencing patient quality of life and management. Thorough assessment of this burden is crucial; however, data from large populational registries are limited. Our objective was to characterize symptom burden in a large MPN cohort, determining: i) age-associated differences; ii) treatment effect; iii) biologic correlatives, and iv) impact on overall survival (OS) in a large, real-world population based setting. Methods: This is a multicenter prospective study analyzing patient-reported outcomes per MPN-Symptom Assessment Form Total Symptom Score (MPN-SAF TSS), a validated questionnaire grading (0-10) ten MPN symptoms ( JCO, 2012). Recruitment: Quebec CML-MPN Research Group registry (>20 community/academic centers). Eligibility: i) diagnosis of polycythemia vera (PV), essential thrombocytosis (ET), or myelofibrosis (MF) per WHO criteria; ii) completion of 1+ MPN-SAF TSS between 2013-2022. Conventional statistics were used (JMP® Pro 14.1.0 software; SAS Institute, NC, USA). Results: 4105 MPN-SAF TSS were completed by 784 patients (n= 285 PV, n=422 ET, n=77 MF). Median age at diagnosis was 63 years (range 19-96); female preponderance (56%). A median of 5 questionnaires were completed/patient (range 1-16). Mean symptom score was 16.7 (+/-12.3). A clinically significant total score, defined as >20, was reported by 33% of patients (n=261); most frequently women (p<0.0001) and MF cases (p=0.03). Symptom burden in the young: N=74 (9%) were age <40 years at diagnosis. At recruitment, mean aggregate and maximum MPN-SAF TSS scores were comparable across younger and older subsets (p=0.3-0.9) (Table 1), despite lower risk scores in the former (p<0.05). When scores were deconstructed, younger patients - vs older, had significantly higher levels of fatigue (p=0.03) and abdominal pain (0.007). Impact of therapy: Of those with high MPN-SAF scores, a considerable proportion were not treated (n=69/179, 39%). Higher mean scores were also reported in those having initiated therapy >36 months from diagnosis (p=0.0009). Of those with available MPN-SAF pre/post treatment, 37% showed deteriorating scores following cytoreduction, regardless of agent (p=0.4). Notably, those not on antiplatelet therapy had significantly higher mean (p=0.0006) and sub-item scores (excluding fever/night sweats). Over time, all interventions confounded, n=338 (43%) experienced worsening of MPN-SAF scores. Clinical biomarkers: Patients with anemia (hemoglobin <100 g/L) had significantly higher mean MPN-SAF scores and worse fatigue, inactivity, concentration, bone pain, and weight loss (all p<0.05). Increased C reactive protein (CRP) associated significantly with higher MPN-SAF scores (p=0.03), as well as fatigue, inactivity, early satiety, and bone pain (all p<0.05). Notably, patients with JAK2V617F variant allele frequency >50% (VAF) had higher average (p=0.03) and maximum (p=0.001) MPN-SAF, higher inactivity scores (p=0.02), and more frequent worsening scores over time (p=0.05). Survival impact: Higher mean MPN-SAF score had a significantly detrimental impact on OS (p=0.05) (Figure 1). Multivariate analysis revealed absence of antiplatelet therapy, age at diagnosis >65 years, male sex, and high-level inactivity to be independent predictors of inferior OS (HR 29, 6, 3 and 3 respectively). Conclusions: This is a large-scale study comprehensively appraising symptom burden in MPN patients, disclosing several novel findings. First, it unexpectedly exposes disproportionately severe symptoms (fatigue/abdominal pain) in younger patients. Second, it reveals deterioration of symptoms in the face of therapy in a significant number of patients, underscoring inadequacy of current therapies in symptom control. Third, it discloses anemia, elevated CRP, and JAK2 VAF>50% as putative biomarkers of symptom burden; potential adjuncts in identifying highly symptomatic subsets, particularly in situations where symptom assessment is challenging. Finally, it confirms negative survival impact of high symptom burden in a real-world setting. Overall this data exposes a critical unmet need for new therapeutic avenues aimed at alleviating symptom burden in patients with MPN. Further delineation of the inflammation-symptom relationship and future studies using novel prevention strategies are warranted.

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)0.001
metaresearch head score (Gemma)0.001
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 score0.019
Threshold uncertainty score0.038

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.000
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 head0.005
GPT teacher head0.211
Teacher spread0.206 · 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".

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Citations5
Published2023
Admission routes2
Has abstractyes

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