MétaCan
Menu
Back to cohort
Record W3212267000 · doi:10.1182/blood-2021-148922

Patterns of Care and Outcomes in Adolescents and Young Adults with Myeloproliferative Neoplasms: A Multicenter Population-Based Study

2021· article· en· W3212267000 on OpenAlexaffabout
Natasha Szuber, Judith Jolin, Michaël Harnois

Bibliographic record

VenueBlood · 2021
Typearticle
Languageen
FieldMedicine
TopicMyeloproliferative Neoplasms: Diagnosis and Treatment
Canadian institutionsQuebec - Clinical Research Organization in CancerUniversité de MontréalHôpital Maisonneuve-Rosemont
Fundersnot available
KeywordsMedicinePopulationMyelofibrosisEssential thrombocythemiaPolycythemia veraPediatricsYoung adultMyeloproliferative neoplasmInternal medicineBone marrow

Abstract

fetched live from OpenAlex

Abstract Background: The median age at diagnosis of myeloproliferative neoplasms (MPN) is in the sixth decade, though adolescents and young adults (AYA) with MPN comprise a distinct, growing sub-population. Preliminary data has exposed a unique phenotype and clinical trajectory in these patients (Haematologica. 2019; 104(8):1580-1588; Am J Hematol. 2018; 93(12):1474-1484). Additional questions remain concerning the biological underpinnings of this population, but also, importantly, patterns of care and outcomes in the real-world setting. The objective of this study was to systematically evaluate patterns of care (diagnosis and management), as well as complications in AYA with MPN. Methods: Patients were recruited from the registry of the GQR LMC-NMP, an extensive provincial MPN network (>11 academic and community centers across Quebec). AYA were age 18-40 years at diagnosis (control population, > 40 years at diagnosis), diagnosed between 1978 and 2019 adhering to World Health Organization criteria, with exemption of bone marrow sampling in a subset. Standard risk stratification was according to MPN subtype. Conventional statistical methods were used for analyses (JMP® Pro 14.1.0 software; SAS Institute, Cary, NC, USA). Results: The AYA population consisted of 75 patients: n=15 (20%) polycythemia vera (PV), n=57 (76%) essential thrombocythemia (ET), and n=3 (4%) myelofibrosis (Table 1). Corresponding MPN subtypes in patients > 40 years were 268 (40%) PV, 347 (51%) ET, and 63 (9%) MF. Median age at diagnosis was 34 years (range 18-40) in AYA vs 64 (41-95) in the older cohort. AYA were predominantly female (68% vs 55%; p=0.03). Median platelet count at diagnosis was higher in AYA vs non-AYA (641 vs 602 x10 9/L; p=0.08), with a greater proportion of patients (21% vs 10%; p=0.04) presenting with platelets > 1000 x10 9/L. A trend towards more frequent palpable splenomegaly was observed in AYA (39% vs 25%; p=0.06). Driver mutation status in AYA vs older adults, respectively, was JAK2 (70% vs 87%) followed by CALR (28% vs 9%), MPL (2% in both), and triple negative (0% vs 2%) (p=0.001). Variant allele frequency (VAF) was significantly lower in AYA with median (range) of 20% (3-94) vs 39% (2-100) in non-AYA (p=0.02), with fewer AYA presenting VAF > 20% at diagnosis (48% vs 76%; p=0.002). Risk stratification disclosed 24% of AYA (n=14) vs 53% (n=314) of non-AYA subjects to be high risk (p<0.0001). Significantly fewer cardiovascular co-morbidities were reported in AYA (p<0.003). Regarding work-up and management, markedly more AYA patients underwent bone marrow sampling vs older patients (65% vs 50%; p=0.01). While similar rates of phlebotomy and anti-platelet administration were reported (p=0.3 and 0.2, respectively), appreciably fewer AYA patients were treated with cytoreductive agents (41% vs 72% non-AYA, p<0.0001). The nature of cytoreductive therapy varied between AYA vs older subgroups (p<0.0001 for both hydroxyurea and interferon). A greater proportion of AYA (51%) vs non-AYA (9%) were also exposed to 2+ lines of cytoreduction (p<0.0001). Similar rates of both arterial and venous thrombosis prior to/at diagnosis or post-diagnosis were found across AYA and non-AYA cohorts (p=0.9). Sites of predilection of venous events, however, were distinctive: AYA exhibited a preponderance of splanchnic vein and upper extremity thrombosis (72% and 14% respectively) vs non-AYA (20% and 7%) (p=0.03). Rates of hemorrhagic complications were significantly higher in AYA vs older adults (28% vs 16%; p=0.01), with distinctive patterns of bleeding, dominated by post-procedural/trauma/post-partum (24%) and mucocutaneous (52%) in AYA vs non-AYA (p=0.008). Kaplan-Meier survival analyses revealed proportional rates of thrombosis and hemorrhage-free survival but longer myelofibrosis-free (p=0.004) and overall survival (p=0.0006) in AYA vs older adults (Figure 1). Conclusions: AYA with MPN not only display unique clinical features but are also subject to distinct diagnostic and management practices. More rigorous investigational approaches and a propensity to address AYA with intensive cytoreductive strategies may reflect a signal of overtreatment of this population. Further, the incidence and nature of thrombotic/bleeding complications show distinctive patterns in AYA, requiring targeted vigilance and an individualized approach to monitoring and therapy. Figure 1 Figure 1. Disclosures Szuber: Novartis: Honoraria.

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)0.002
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 score0.038
Threshold uncertainty score0.075

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.007
GPT teacher head0.253
Teacher spread0.246 · 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

Citations2
Published2021
Admission routes2
Has abstractyes

Explore more

Same venueBloodSame topicMyeloproliferative Neoplasms: Diagnosis and TreatmentFrench-language works237,207