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Record W3095131012 · doi:10.1182/blood-2020-138848

Real-World Outcome of Dose-Adjusted EPOCH-R, a Single-Centre Experience

2020· article· en· W3095131012 on OpenAlexaffabout
Rachel Wong, Roopesh Kansara

Bibliographic record

VenueBlood · 2020
Typearticle
Languageen
FieldMedicine
TopicLymphoma Diagnosis and Treatment
Canadian institutionsCancerCare ManitobaUniversity of Manitoba
Fundersnot available
KeywordsMedicineEpoch (astronomy)LymphomaInternal medicineRegimenOncologySurgery

Abstract

fetched live from OpenAlex

Introduction Dose adjusted (DA) EPOCH-R is an intensive outpatient infusional regimen, that incorporates intrathecal (IT) methotrexate to treat patients with aggressive B-cell lymphoma including HIV associated aggressive B-cell lymphoma, double-hit lymphoma (DHL), primary mediastinal B-cell lymphoma (PMBCL), Burkitt's lymphoma (BL) ineligible for intensive therapy, and gray zone lymphoma (GZL) with features in between BL and diffuse large B-cell lymphoma (DLBCL). We aimed to evaluate non-trial, progression-free survival (PFS) and overall survival (OS) of Manitoba patients treated with DA-EPOCH-R, assess the role of prophylactic IT chemotherapy and toxicities. Methods Patients in MB approved to receive DA-EPOCH-R were identified through the CCMB Provincial Oncology Drug Program (PODP) database. Patients were included if they were older than 17 years, received at least 1 cycle of DA-EPOCH-R and with a diagnosis of HIV associated aggressive B-cell lymphoma, DHL, PMBCL, BL ineligible for more aggressive therapy, or GZL. All other diagnoses were excluded. Baseline demographic data, treatment characteristics, treatment responses, and treatment toxicity were collected. The primary endpoints of the study were progression free survival (PFS) and overall survival (OS). PFS was the time interval between the date of diagnosis to date of progression, last follow-up, or death from any cause. OS was the time interval between date of diagnosis to date of death by any cause, or last follow-up. The study was approved by the University of Manitoba Research Ethics Board and the CancerCare Manitoba Research Resource Impact Committee. Results A total of 40 patients were approved for DA-EPOCH-R between 2013 and 2019. 10 of these patients were excluded. 4 patients never received the therapy, 4 patients were treated in the relapsed setting, and 2 patients had histologies outside the inclusion criteria. Of the 30 patients included, 19 (63%) were male, 11 (37%) were female. The median age at diagnosis was 55 years (range 20-88). Our cohort was composed of DHL (n=9), triple hit lymphoma (THL, n=5), BL (n=4), GZL (n=3), and HIV-associated DLBCL (n=2). 87% (n=26) had advanced stage disease. By revised-IPI, 19 (63.3%) had poor prognosis (R-IPI ≥ 3). Response rate was 90%; CR 53.3% (n=16) and PR 37% (n=11). At a median follow-up of 25.3 months, the median PFS was 33.3 months and median OS was not reached. By histological subtype, median PFS was not reached in DHL, however THL, BL and PMBCL had worse median PFS (6.1, 8.4, and 5.6 months, respectively). Only 1 patient had CNS involvement at time of diagnosis. Of the patients with no documented CNS disease at presentation (n=29), none developed CNS involvement, including those who did not receive IT methotrexate. Median chemotherapy cycles per patient was 6 (range 1-6) and median IT treatment was 3 (range 0-6). 3 patients did not receive IT prophylaxis, and 2 stopped after 1 cycle due to intolerance. 56.7% (n=17) were able to undergo dose escalation beyond dose level 1, and 40% (n=T12) tolerated maximum dose level 3 or higher.77% of patients (n=23) experienced at least one adverse event of grade 3 or higher. 17 (57%) patients required blood transfusion at least once. 10 (33%) experienced neuropathy, 4 requiring vincristine dose reduction. 9 (30%) patients had febrile neutropenia complicating a total of 22 treatment cycles. 8 patients had grade 2-3 infectious complications. Conclusions While the real-world survival data for patients with DHL and HIV-associated lymphoma treated with DA-EPOCH-R are encouraging, those with THL, BL, and PMBCL did not attain durable response. Considering no patients (including those who did not receive IT chemotherapy) experienced CNS relapse, the role of IT chemotherapy needs to be further clarified. Disclosures No relevant conflicts of interest to declare.

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 score0.008
Threshold uncertainty score0.015

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.070
GPT teacher head0.296
Teacher spread0.226 · 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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Citations1
Published2020
Admission routes2
Has abstractyes

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