MétaCan
Menu
← Back to cohort
Record W2143915403 · doi:10.1093/neuonc/nou108

Straying from the path in neuro-oncology

2014· review· en· W2143915403 on OpenAlexaboutno aff
J. L. Villano, Thomas Pittman

Bibliographic record

VenueNeuro-Oncology · 2014
Typereview
Languageen
FieldMedicine
TopicGlioma Diagnosis and Treatment
Canadian institutionsnot available
Fundersnot available
KeywordsTemozolomideMedicineOncologyInternal medicineAdjuvantClinical trialRegimenRadiation therapyAdjuvant therapyCancerBreast cancer

Abstract

fetched live from OpenAlex

Historically, advances in oncologic therapy have been sequential. Changes in treatment have been the result of successive studies, each building on the results of those previously performed. This can be illustrated by Einhorn's studies in gonadal germ cell tumors1 and Bonnadonna's studies in breast cancer.2 In contrast, in neuro-oncology, it seems that important findings have not always been incorporated into the design of subsequent trials. The pivotal trial by the European Organisation for Research and Treatment of Cancer and the National Cancer Institute of Canada—EORTC-NCIC CE.33—re-energized the field of neuro-oncology. This was a randomized trial that demonstrated the benefit of 6 cycles of adjuvant temozolomide (TMZ) in the treatment of patients with glioblastoma. Consequently, adjuvant TMZ following combined TMZ and radiation therapy (RT) has become the standard of care for patients with newly diagnosed glioblastoma. The next 2 large upfront phase III studies by the Radiation Therapy Oncology Group—RTOG 0525, evaluating dose intense TMZ,4 and RTOG 0825, evaluating the addition of bevacizumab5—increased the duration of adjuvant TMZ to 12 cycles. Although some question the role of adjuvant TMZ, RTOG 0525 and 0825 were not designed to address this issue, and consequently, an additional variable was introduced. The lack of a consistent adjuvant regimen in large-scale trials leads to variations in the length of adjuvant treatment in clinical practice.6,7 Because no formal investigation of different lengths of treatment with TMZ has been conducted, the utility of longer or shorter treatments is unknown. Certainly prolonged therapy with TMZ is not without toxicity. Two other important trials in neuro-oncology were EORTC 269518 and RTOG 94029: these studies were launched in the mid-1990s and evaluated procarbazine, lomustine, and vincristine (PCV) combination chemotherapy for patients with newly diagnosed anaplastic oligodendrogliomas. After more than 15 years, they provide remarkably similar results. Both demonstrate the superiority of PCV chemotherapy administered peri-radiation to RT alone in patients with 1p/19q heterozygous codeletion. In codeleted subjects in RTOG 9402, PCV given before RT was associated with a survival benefit of more than 7 years compared with RT alone. In EORTC 26951, with a follow-up of over 12 years, median overall survival had not been reached in the RT + PCV arm; median overall survival in the control RT arm was 9.4 years. Although most patients lacking the codeletion received no benefit from PCV therapy, it was found to be of some utility for those with mutations of isocitrate dehydrogenase.10 Wide adoption of PCV + RT would be presumed, especially in view of the long follow-up in both of these studies. However, perhaps because of the ease of administration or the relatively tolerable side effects of TMZ, an oral alkylating agent, this has not been the case. This is evidenced by the most recent revision of the CODEL study, NCCTG-N0577.11 This trial for patients with 1p/19q codeleted anaplastic gliomas initially opened in 2009 with 3 arms: combined TMZ with radiation, radiation alone, and TMZ alone (see insert below). When the results of EORTC 26951 and RTOG 9402 were reported, accrual to CODEL was suspended. It was subsequently resumed after the trial was amended to include PCV following radiation as a substitute for the RT-only arm. The modified CODEL study, however, retains the third arm—TMZ as monotherapy. It is difficult to comprehend how this arm, having neither of the treatments proven in 2 randomized phase III studies, can be presented as an option to patients. This confidence in TMZ combined with what appears to be a reticence to accept the results of EORTC 26951 and RTOG 9402 has resulted in debate in the neuro-oncology community. Many believe the standard of care for patients with codeleted anaplastic gliomas should be TMZ + RT, despite incomplete data for the use of TMZ. Should TMZ be given as it was in EORTC-NCIC CE.3? When should it be stopped, at 6 months or after 1 or 2 years? The answers are not known, but it seems that clinicians are unwilling to act on what is now the best available data. Lastly, Patchell and colleagues12 have produced level 1 evidence demonstrating survival benefit for surgical resection with a single brain metastasis. Recognizing this, large phase III studies have lumped patients with one brain metastasis with those who have several metastatic lesions and then do not necessarily include surgical resection as an option for patients.13,14 While including patients with multiple brain metastases makes it more likely that the study will be completed, it is difficult to rationalize failing to include proven therapy, resection of a single metastasis, as a treatment option. Over the last 30 years, the treatment of cancer has been, perhaps more than the treatment of any other condition, data driven. So, it is odd that current treatment paradigms in neuro-oncology do not incorporate proven therapies. It may be that this reflects the relatively dismal history of chemotherapy for the treatment of brain tumors. If nothing works well, it is less important what is given. But, recent studies in this population have shown clinically relevant improvements with tested agents. Perhaps it is time to recognize that the therapy that is offered patients with brain tumors can change outcome. And if this is the case, we should act with the same respect for data and expect the same rigor in the development of studies and treatment regimens that we do when dealing with patients who have other types of cancer.

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)0.013
metaresearch head score (Gemma)0.023
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.014
Threshold uncertainty score0.070

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0130.023
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0020.002
Science and technology studies0.0030.016
Scholarly communication0.0080.020
Open science0.0020.005
Research integrity0.0090.034
Insufficient payload (model declined to judge)0.0140.008

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 head0.058
GPT teacher head0.362
Teacher spread0.304 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations0
Published2014
Admission routes1
Has abstractyes

Explore more

Same venueNeuro-Oncology→Same topicGlioma Diagnosis and Treatment→French-language works237,207→