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Record W4389228885 · doi:10.1182/blood-2023-178320

CNS Prophylaxis in Diffuse Large B-Cell Lymphoma: A Common Toxic Clinical Practice Based on Abundant Opinion, Despite Evidence Suggesting Futility

2023· article· en· W4389228885 on OpenAlexaboutno aff
Ofrat Beyar‐Katz, Shimrit Ringelstein‐Harlev, Jacob M. Rowe

Bibliographic record

VenueBlood · 2023
Typearticle
Languageen
FieldMedicine
TopicCNS Lymphoma Diagnosis and Treatment
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineHematologyDiffuse large B-cell lymphomaInternal medicineRituximabLymphomaIntensive care medicineOncology

Abstract

fetched live from OpenAlex

Introduction: The history of medicine is replete with clinical practices, some clearly dangerous that have not been supported by what we would now consider to be mandatory data. Likewise, the field of hematology has not been immune from such practices as, for example, routine laparotomy and splenectomy in Hodgkin disease. Despite such history, and a push for evidence-based medicine, contemporary patient care still includes practices that have mainstream support despite a dearth of supporting evidence. CNS prophylaxis for diffuse large B-cell lymphoma(DLBCL) is one glaring example. Current Practice: In patients with high CNS-IPI score (≥4), multiple extra-nodal (EN) sites (≥3) and high-risk extra-nodal site, brain imaging is obtained (usually MRI) and cerebro-spinal fluid (CSF) is analyzed. If CNS involvement at diagnosis is ruled out, systemic chemotherapy followed by high-dose methotrexate (HD-MTX) is typically offered to fit patients. Intra-thecal (IT) therapy or no prophylaxis is the usual practice for unfit patients. These therapies, modelled on the CNS prophylaxis in adults with acute lymphoblastic leukemia (ALL), are not free of side effects and include mucositis, myelosuppression, hepatic, renal, neurological, and gastro-intestinal toxicities. Expert Opinion: Multiple national guidelines support the use of CNS prophylaxis for high-risk DLBCL. For example, the updated NCCN guidelines state that “CNS prophylaxis should be considered for patients with risk factors for CNS disease, but the optimal method is controversial”( NCCN Guidelines®, B cell lymphomas, version 5.2023). The British Society of Haematology recommend HD MTX administration for “high risk patients that are considered fit for such treatment”(McKay et al. British Journal of Haematology 2020). The European Society for Medical Oncology (ESMO) states that “HD-MTX is an option, even though the level of supporting evidence is low”(Tilly et al. Annals of Oncology 2015) ; the Canadian Lymphoma group recommends that ' Patients at high risk 'could consider' prophylaxis with high dose methotrexate“( Shafey et al. 2021) ; the Spanish Lymphoma Group recommends that 'CNS-directed prophylaxis should be offered to patients at high risk of CNS relapse'(Peñalver et al. Haematologica 2017). Similarly , multiple 'How I Treat' or guideline articles in top journals( Melchardt et al. ESMO Open 2023; Peñalver et al. Haematologica 2017; Bobillo et al. Haematologica 2023) support such use. Published data: There are no randomized controlled studies assessing CNS prophylaxis compared to none. There are, however, multiple reports in the past two decades of the use of some form of CNS prophylaxis. Without any controls, the value of such therapy is impossible to assess. At the same time, there are several comparative reports, based only on historic controls and compounded by heterogeneity of treatments and comorbidities, that suggested a benefit for CNS prophylaxis (Table 1). More recently, a large body of retrospective studies, with controls, were published (Table 2). These included a cohort that received HD-MTX versus those who did not receive HD-MTX or those who did not receive any CNS prophylaxis. In virtually all these reports there was no evidence of reduction in CNS relapse. Widespread use: Currently, the use of CNS prophylaxis is prevalent among fit and young patients with high-risk features ( Bobillo et al. Haematologica 2023; Demirci et al. Blood Research 2023). The concern for CNS relapse is the driving force behind this practice with a muted assurance that such may indeed prevent disease recurrence. Among older or unfit patients, CNS prophylaxis is most often withheld, with no evidence of a higher rate of CNS relapse ( Boehme et al. Blood, 2009; Eyre et al. Haematologica 2019). Conclusion: Relapse in the CNS after treatment of DLBCL has long been recognized as a serious clinical problem. It was assumed by many that, as in ALL, simple prophylaxis would be an effective remedy. This hope was never convincingly shown to be effective. Several phase II studies, with biased controls, suggested a benefit which, nevertheless, could not be confirmed in large retrospective controlled studies. Perhaps a different mold of CNS prophylaxis is needed, but the current approach appears marginally effective at best or unnecessarily harmful, at worst. Is it not time to step forward and resolve this issue, before it becomes religiously entrenched as standard of care?

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)0.005
metaresearch head score (Gemma)0.038
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.005
Threshold uncertainty score0.028

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.038
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.002
Scholarly communication0.0030.004
Open science0.0010.001
Research integrity0.0050.006
Insufficient payload (model declined to judge)0.0050.002

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 head0.056
GPT teacher head0.370
Teacher spread0.313 · 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
Published2023
Admission routes1
Has abstractyes

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