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Record W3178411050 · doi:10.1158/1538-7445.am2021-3062

Abstract 3062: Proton irradiation sensitizes cancer cell lines with acquired radioresistance by exploiting differentially dysregulated DNA damage response (DDR) pathways

2021· article· en· W3178411050 on OpenAlexaff
Pek Lim Chu, Eugenia L.L. Yeo, Dennis Poon, Ce-Belle Chen, Minqin Ren, Saumitra Vajandar, Dewi Susanti, Hong Qi Tan, Sung Yong Park, T. Osipowicz, Kwok Wai Lo, Stanley K. Liu, Khee Chee Soo, Melvin L.K. Chua

Bibliographic record

VenueCancer Research · 2021
Typearticle
Languageen
FieldMedicine
TopicRadiation Therapy and Dosimetry
Canadian institutionsSunnybrook Health Science Centre
Fundersnot available
KeywordsRadioresistanceCancer researchDNA repairDNA damageCancerPI3K/AKT/mTOR pathwayBiologyChemistryMolecular biologyCell cultureDNASignal transductionGenetics

Abstract

fetched live from OpenAlex

Abstract Radiotherapy (RT) is a primary treatment modality that is used in 50% of cancer patients. Clinically, tumor radioresistance poses a challenge to achieve complete anti-tumor response following conventional photon-RT. Diverse mechanisms have been proposed to underpin radioresistance. However, targeting these aberrant pathways to overcome tumor radioresistance remains a clinical challenge. Here, we investigate if proton beam therapy (PBT) invokes differential cellular responses compared to photon-RT in a broad panel of radioresistant (RR) cancer cell lines. We generated isogenic RR human cancer cell lines: 22Rv1 prostate cancer, FaDu hypopharyngeal cancer and C666-1 nasopharyngeal cancer, by exposure of respective wildtype (wt) to 90 Gy photon-RT (2 Gy x 45 fr). RR was confirmed by clonogenic survival, with surviving fraction ratio (SFRR/SFwt) at 1-4 Gy (range: 1.2-1.8). Whole exome sequencing (100x; Illumina NovaSeq) was performed to profile RR-associated mutational drivers. We performed transcriptomic and proteome profiling of cellular response such as non-homologous end-joining (NHEJ) and homologous recombination (HR) repair at 1-24 h after 4 Gy PBT (2.5 MeV, 2 Gy/min) and photon-RT (0.66 MeV, 0.716 Gy/min). At baseline, we found common mutations and differential activation of several pro-survival (Akt, mTOR), epithelial-mesenchymal transition (EMT) (PDGF, TGFb) and DNA repair pathways (ATM, BRCA1, NHEJ- and HR-associated) genes in RR- relative to wt-22Rv1. Post-photon-RT, we observed residual persistent DNA repair in wt-cell lines up to 48 h. In contrast, repair in RR-cell lines was more proficient, as shown by recovery of γH2AX, ATM-Chk2 within 6 h, with significant NHEJ activation (DNA-PKcs). Next, we observed that RR-cell lines were more sensitive to PBT than photon-RT (mean SF4Gy PBT/SF4Gy photon-RT = 0.61), with delayed DNA repair (γH2AX) observed up to 48 h, which may be attributed to the difficulty in repairing PBT-induced DNA damage. This phenomenon, seems to be primarily orchestrated by decreased NHEJ activation combined with diminished cell cycle checkpoint arrest (p21) and anti-apoptotic (bcl-2) signaling. Radiosensitization by PBT was however not observed in wt (mean SF4Gy proton/SF4Gy photon = 1.14), corroborated by gene and protein expression of DDR-related pathways. We observed dysregulation of multiple pathways relating to EMT and DNA repair in our panel of RR-cancer cell lines, compared to the wt-counterparts. Additionally, we show the potential for PBT to overcome radioresistance in these models by targeting the DNA repair machinery. Due to the high cost of PBT, precise patient stratification is needed to ensure that PBT is applied only to patients who benefit significantly from this procedure over photon-RT. Our preliminary data represents a proof-of-concept for feasibility of patient stratification to PBT. Citation Format: Pek Lim Chu, Eugenia L.L. Yeo, Dennis J.J. Poon, Ce-belle Chen, Minqin Ren, Saumitra Vajandar, Dewi Susanti, Hong Qi Tan, Sung Yong Park, Thomas Osipowicz, Kwok Wai Lo, Stanley K. Liu, Khee Chee Soo, Melvin Lk Chua. Proton irradiation sensitizes cancer cell lines with acquired radioresistance by exploiting differentially dysregulated DNA damage response (DDR) pathways [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 3062.

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)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.050
GPT teacher head0.351
Teacher spread0.301 · 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".

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Citations0
Published2021
Admission routes1
Has abstractyes

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