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Clinical outcomes in patients with melanoma brain metastases at a tertiary cancer center.

2019· article· en· W2947289475 on OpenAlexaffabout
William J. Phillips, Bernard Lo, Michael Ong, Tyler K.T. Smith, Xinni Song

Bibliographic record

VenueJournal of Clinical Oncology · 2019
Typearticle
Languageen
FieldMedicine
TopicBrain Metastases and Treatment
Canadian institutionsOttawa HospitalUniversity of Ottawa
Fundersnot available
KeywordsMedicineMelanomaAsymptomaticSingle CenterCancerRetrospective cohort studyInternal medicineRadiation therapyBrain metastasisOncologyMedical recordImmunotherapyStage (stratigraphy)GastroenterologySurgeryMetastasis

Abstract

fetched live from OpenAlex

e13586 Background: Brain metastases are observed in more than 40% of all patients with stage IV melanoma. In recent years, more extensive use of stereotactic radiation (STRT) and the advent of immune checkpoint inhibitors and BRAF targeted therapies have positively impacted outcomes in patients with metastatic melanoma (MBM) In this study, we examined real-world clinical outcomes of patients presented with melanoma brain metastases (MBM). Methods: This retrospective review evaluated MBM patients treated at the Ottawa Hospital. Clinical, radiologic, and pathologic variables were collected from the electronic medical records from January 2000 to June 2018. Results: A total of 277 patients fulfilled the inclusion criteria. Median overall survival was 4 months. LDH was the only significant prognostic factor in this study. Over 65% of brain metastases were detected due to the presence of neurological symptoms, while surveillance and restaging identified asymptomatic brain metastases in the remaining patients. Detection by neurological symptoms was related to larger (p < 0.001) and haemorrhagic (p = 0.032) intra-cranial lesions as well as decreased overall survival (HR = 1.2, p = 0.018). With regards to locoregional treatment STRT radiation outperformed WBRT alone in patients with single and oligo (2-6 lesions) brain lesions (HR = 0.149, p = 0.001 for oligo; HR = 0.149, p = 0.003 for single) and was associated with approximately a 3-fold increase in median survival. STRT was used 2-fold less frequently in patients with more than one lesion (54.8% in single; 31.7% in oligo). In patients receiving systemic therapy, immunotherapy is the only modality demonstrated overall survival benefit compared to no systemic treatment (HR = 0.511, p = 0.014). Furthermore, patients receiving STRT in combination with immunotherapy outperformed patients receiving STRT with WBRT (HR = 0.389, p = 0.009). Conclusions: Results from this study support the consideration of routine screening of high-risk asymptomatic patients, the increased use of STRT in patients with multiple intra-cranial lesions. The efficacy of immunotherapy in patients with MBM is consistent with current clinical trial data.

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)0.000
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 score0.017
Threshold uncertainty score0.033

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
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 science0.0000.000
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 head0.065
GPT teacher head0.454
Teacher spread0.389 · 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
Published2019
Admission routes2
Has abstractyes

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