Abstract PO-032: Association of a polymorphic variant in <i>JMJD1C</i> with tumor recurrence after adjuvant chemoradiation therapy in head and neck squamous cell carcinoma
Notice bibliographique
Résumé
Abstract Background: Adjuvant chemoradiation therapy (CRT) is the standard treatment for locally advanced head and neck squamous cell carcinomas (HNSCCs). Over 50% of HNSCC cases are diagnosed at the locally advanced stage, with in-field persistence and recurrence major causes of morbidity and poor survival outcome. Apart from human papillomavirus (HPV) status, there are no predictive biomarkers for CRT outcomes. CRT lethality arises from unrepaired double strand breaks (DSBs) in DNA. Recent work has suggested that dynamic changes in lysine modification of chromatin regulate DSB repair. This study investigated the association of germline single nucleotide polymorphisms (SNPs) in lysine-modifying genes with DSB repair and CRT outcomes in HNSCC. Methods: Blood specimens and associated retrospective clinical data from HNSCC patients (n=90; age range=41-89, median age 64; males=69, females=21) were obtained under IRB# 21-9921. The patients had HPV-negative tumors in the larynx or oral cavity, and had received radiation, with some receiving concurrent chemotherapy. Patients receiving concurrent chemotherapy were: 40% in disease-free group, 21% in recurrence disease group, and 38% in never disease-free group. The patients were segregated into 3 groups: disease-free (n=30), recurrent disease (n=28), and never-disease free (n=32). DNA from blood was genotyped for specific germline SNPs in lysine-modifying genes. Isogenic HNSCC lines (Cal-27, SCC9) carrying either the wild type (WT) or homozygous SNP were generated using CRISPR/Cas9 technology, and bulk RNA sequencing and immunofluorescence (IF)-based studies were performed to assess cellular pathways affected. Results: A homozygous variant SNP in the coding region of JMJD1C was significantly enriched in the disease-free group (n=21/30) versus the recurrent disease (n=3/28) and never disease-free (n=2/32) groups (p=0.0003, OR=0, Fisher’s Exact test). Analysis of SNP frequency in large population datasets found that while it was abundant in European Americans (EAs), it is relatively rare in African Americans (AAs) (EA= 0.3139 vs. AA=0.072; gnomAD population). Cal-27 JMJD1C SNP cells were significantly enriched for altered mRNA levels of genes associated with DNA repair, replication, cell cycle, oxidative phosphorylation, and histone kinase activity versus CAL-27 with WT JMJD1C (q-value<0.05). The SCC9 JMJD1C SNP cells were significantly enriched in extracellular matrix organization, cytokine-cytokine receptor interaction, and humoral immune response versus SCC9 with WT JMJD1C (q-value<0.05). On irradiation, the JMJD1C SNP cells had robust activation of the DSB repair pathway (BRCA1- mediated repair foci) versus the WT cell lines. Conclusion and future work: This work provides novel insight into a germline SNP in a lysine-modifying gene effecting DSB repair and associating with CRT outcomes in HNSCC. It may serve as a predictive biomarker for recurrence. Future research will explore racial disparities in tumor recurrence and confirm results in larger HNSCC datasets. Citation Format: Adria Hasan, Elena V. Demidova, Shreya M. Shah, Philip Czyzewicz, Karthik Devarajan, Thomas Galloway, Barbara Burtness, Erica A. Golemis, Joshua E. Meyer, Sanjeevani Arora. Association of a polymorphic variant in JMJD1C with tumor recurrence after adjuvant chemoradiation therapy in head and neck squamous cell carcinoma [abstract]. In: Proceedings of the AACR-AHNS Head and Neck Cancer Conference: Innovating through Basic, Clinical, and Translational Research; 2023 Jul 7-8; Montreal, QC, Canada. Philadelphia (PA): AACR; Clin Cancer Res 2023;29(18_Suppl):Abstract nr PO-032.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,001 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,001 |
| Études des sciences et des technologies | 0,001 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,002 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».