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783 Combined immunotherapy improves outcome for replication repair deficient (RRD) high-grade glioma failing anti-PD1 monotherapy: a report from the International RRD consortium

2023· article· en· W4388083490 on OpenAlexaff
Anirban Das, Nicholas Fernandez, Adrian Levine, Vanessa Bianchi, Lucie Stengs, Melissa Edwards, Trevor J. Pugh, Derek S. Tsang, Birgit Ertl‐Wagner, Daniel A. Morgenstern, Cynthia Hawkins, Éric Bouffet, Uri Tabori

Bibliographic record

VenueRegular and Young Investigator Award Abstracts · 2023
Typearticle
Languageen
FieldMedicine
TopicGlioma Diagnosis and Treatment
Canadian institutionsUniversity of TorontoHospital for Sick Children
FundersStand Up To Cancer
KeywordsIpilimumabMedicineNivolumabInternal medicineImmunotherapyProgression-free survivalOncologyMelanomaProgressive diseaseChemotherapyCancer researchCancer

Abstract

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<h3>Background</h3> Response to immune checkpoint inhibition (ICI) is encouraging for patients with progressive, DNA replication-repair deficient, high-grade glioma (RRD-HGG).<sup>1</sup> However, the clinical outcomes and biological mechanisms for subsequent immune-directed salvage approaches after progression on anti-PD1 monotherapy remain unknown. <h3>Methods</h3> The International RRD Consortium performed a registry study of patients managed using central molecular, genomic, radiological review and treatment recommendations between 2015–2021. Treatment after progression on anti-PD1 monotherapy included re-irradiation where feasible, and continuation of anti-PD1 with either anti-CTLA4 (ipilimumab), or a MEK-inhibitor (trametinib). Outcomes included radiological response (iRANO), toxicity, second progression-free (PFS2) and overall survival (OS2). Companion biomarkers were analyzed centrally. <h3>Results</h3> Among 75 patients with RRD-HGG receiving PD-1 blockade, 20 remain progression-free at a median follow-up of 44.6-months. For 55 patients with 2<sup>nd</sup>-relapse/progressive tumors, continuation of ICI (n=38) resulted in median OS2 of 11.6-months (51% alive) versus 1.2-months when ICI was discontinued (n=17; no survivors, p&lt;0.001). The combination of ipilimumab/nivolumab (n=24) resulted in response/stable disease in 75%, with median OS2 of 12.1-months. The addition of MEK-inhibitor led to response in 3/5 patients with prolonged survival. Re-irradiation improved OS2, especially for RRD-HGG with lower mutation burden (p=0.002), and those receiving ipilimumab (median OS2=33-months). Several important insights were gained from the biomarker-analyses. Survival was impacted by extreme mutation burden, but not genomic microsatellite instability. Delayed, sustained responses were observed in ultra-hypermutant RRD-HGG, associated with changes in mutational spectra and immune microenvironment. RRD-HGG showed elevated CTLA4 expression over time, explaining the responses to ipilimumab. The remarkable sensitivity to re-irradiation was explained by an absence of deleterious post-radiation indel signatures (ID8; COSMIC),<sup>2</sup> suggesting selective immune-editing. Early radiological immune ‘flare’ was observed in 33% of patients on combined immunotherapy and radiation who did not demonstrate flare on monotherapy, suggesting immune-synergism. Enrichment of RAS-MAPK mutations in genomically unstable RRD-HGG explained responses to MEK-inhibitors. Additionally, reinvigoration of peripheral immune response was observed. In all cohorts, immune adverse events were a major cause of treatment interruption, with higher prevalence in patients with bi-allelic mismatch-repair deficiency vis-à-vis Lynch syndrome. <h3>Conclusions</h3> We provide mechanistic rationale for the sustained benefit in RRD-HGG from immune-directed/synergistic salvage. Our data suggest that the continuous mutagenesis renders hypermutant RRD-HGG susceptible to ICI beyond initial progression. The combination with re-irradiation and additional immune/targeted agents can maximize survival in these children and young adults. Future research should focus on biology-driven rational immunotherapy combinations that also result in lower toxicity to maximize patient benefit. <h3>Acknowledgements</h3> AD would like to acknowledge the supports of the St Baldrick Foundation, Stand up to Cancer and Hold’em for Life Foundations for his fellowship and research. <h3>References</h3> Das A, Sudhaman S, Morgenstern D, <i>et al</i>. Genomic predictors of response to PD-1 inhibition in children with germline DNA replication repair deficiency. <i>Nat Med</i>. 2022;<b>28</b>:125–135. Kocakavuk E, Anderson KJ, Varn FS, <i>et al.</i> Radiotherapy is associated with a deletion signature that contributes to poor outcomes in patients with cancer. <i>Nat Genet</i>. 2021;<b>53</b>:1088–1096. <h3>Ethics Approval</h3> The study was approved by the SickKids Research Ethics Board (REB number: 1000048813) <h3>Consent</h3> Consent was obtained from study participants and/or their parents, as applicable.

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How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.474
Threshold uncertainty score0.942

Codex and Gemma teacher scores by category

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

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 head0.031
GPT teacher head0.293
Teacher spread0.262 · 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 teacher head, 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
Published2023
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