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Record W2477682166 · doi:10.1158/1538-7445.am2016-3261

Abstract 3261: Impact of CTLA-4 blockade in conjunction with metronomic chemotherapy on preclinical breast cancer growth

2016· article· en· W2477682166 on OpenAlexaff
Karla Parra, Paloma Valenzuela, Alejandra Gallegos, Natzidielly Lerma, Georgialina Rodriguez, Urban Emmenegger, Marian Manciu, Teresa Di Desidero, Guido Bocci, Mitchell S. Felder, Robert A. Kirken, Giulio Francia

Bibliographic record

VenueCancer Research · 2016
Typearticle
Languageen
FieldMedicine
TopicCancer Immunotherapy and Biomarkers
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsMedicineGemcitabineCyclophosphamidePaclitaxelChemotherapyBreast cancerRegimenOncologyCancerBolus (digestion)Internal medicinePharmacologyCancer research

Abstract

fetched live from OpenAlex

Abstract Although we previously reported that metronomic cyclophosphamide can augment the anti-tumor impact of anti-CTLA-4 immunotherapy, the effectiveness of this strategy to treat drug resistant tumors remains to be evaluated. To that end, the parental, drug sensitive, EMT-6/P murine breast cancer, or its cisplatin (DDP) or cyclophosphamide (CTX) resistant variants, were implanted into Balb/c mice (n = 5-8 mice per group), either subcutaneously or orthotopically. Established tumors where monitored for relative growth following treatment with anti-CTLA-4 antibody (mouse anti-CD152, clone 9H10, given at 100ug on day 1 and 35ug on day 6, i.p.), alone or in combination with; a) metronomic CTX (ldCTX; 20mg/kg/day), b) Bolus (150mg/kg) plus ldCTX, or c) sequential treatment with gemcitabine (160mg/kg every 3 days). EMT-6/P tumors responded to anti-CTLA-4 therapy, but this response was less effective when combined with Bolus plus ldCTX. Anti-CTLA-4 could be effectively combined with either ldCTX (without a bolus), or with a regimen of sequential gemcitabine. The EMT-6/P tumor showed consistent results in subcutaneous tumors and in those that were orthotopically implanted into the mammary fat pad. Tumor responses were less pronounced in drug resistant EMT-6/CTX or EMT-6/DDP tumor models than in the EMT-6/P tumor, but nonetheless even in the drug resistant models CTLA-4 targeting could be effectively combined with metronomic CTX or sequential gemcitabine (p<0.05). A number mice implanted with the parent or with the drug resistant tumors developed spontaneous metastases under continuous therapy, including mice bearing subcutaneous tumors, and about 20% of the mice on the combination therapies showed complete tumor responses. Of these mice, over 90% rejected subsequent EMT/6 tumor grafts, indicating that the anti-CTLA-4 plus metronomic chemotherapy regimens did not impair immunological memory. Furthermore, the efficacy of a therapy of anti-CTLA-4 with sequential continuous gemcitabine was confirmed in an independent syngeneic CT-26 colon cancer model. We conclude that metronomic chemotherapy can combined with anti-CTLA-4 therapy, both in syngeneic breast and colon cancer models, and in breast tumors selected in vivo for resistance to alkylating agents. Sequential therapy of anti-CTLA-4 followed by gemcitabine is effective in both chemotherapy naïve tumors and in tumors selected in vivo for resistance to CTX or to DDP, although tumor relapses can occur, in some cases accompanied by the development spontaneous metastases. Our results suggest a strategy for improving the anti-tumor efficacy of anti-CTLA-4 based therapies. Citation Format: Karla Parra, Paloma Valenzuela, Alejandra E. Gallegos, Natzidielly Lerma, Luis Reza, Georgialina Rodriguez, Urban Emmenegger, Marian Manciu, Teresa Di Desidero, Guido Bocci, Mitchell S. Felder, Robert A. Kirken, Giulio Francia. Impact of CTLA-4 blockade in conjunction with metronomic chemotherapy on preclinical breast cancer growth. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 3261.

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)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.069
GPT teacher head0.440
Teacher spread0.371 · 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 designBench or experimental
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

Citations0
Published2016
Admission routes1
Has abstractyes

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