PO.BCS01.11 · 生物信息与计算
Real time multimodal ctDNA and imaging assessment enables adaptive treatment in HPV related oropharyngeal cancer
作者与单位
摘要 Abstract
Purpose: Circulating tumor DNA (ctDNA) has emerged as a sensitive biomarker for minimal residual disease detection, but its potential for real-time adaptation during curative therapy remains unexplored. Integrating ctDNA dynamics with imaging could enable more precise, risk-adapted treatment modifications beyond current radiological monitoring alone. HPV-associated oropharyngeal cancer (OPC) presents an ideal context given high cure rates, active treatment de-escalation efforts, and protracted chemoradiation courses allowing mid-treatment adaptation. We sought to determine whether longitudinal ctDNA profiling integrated with multimodal MRI could inform response-adapted treatment strategies.
Methods: A total of 158 patients with HPV OPC were enrolled on a personalized de-escalation trial (NCT03323463). Blood samples for ctDNA analysis were collected pre-treatment and weekly during therapy, with 980 longitudinal samples obtained from 119 patients over up to 126 weeks (mean 8.2 samples/patient). We developed a dual Personalized Cancer Monitoring (PCM)-HPV ctDNA assay combining patient-specific tumor-informed variant detection (average 47 variants/patient) with probes targeting high-risk HPV subtypes, especially E6 and E7 genes of HPV-16 and HPV-18, both using anchored multiplex PCR (AMP) followed by high-throughput sequencing with Invitae (now Labcorp, San Francisco, CA). Weekly MRIs (T2-weighted) were performed concurrently to determine tumor volume.
Results: Integrating somatic mutations with viral ctDNA detection increased baseline ctDNA detection from 80.3% (HPV ctDNA only) and 89.4% (PCM ctDNA only) to 93.9%. Baseline circulating HPV levels correlated with tumor volume, apoptotic signaling, necrosis, and primary tumor viral load (combined R²=0.54). During treatment, ctDNA showed broader dynamic range and faster kinetics than volumetric imaging. Critically, absolute ctDNA fraction at week 2 of treatment predicted patients requiring treatment intensification (p=0.0003). A multimodal model integrating on-treatment ctDNA assessment and imaging improved identification of patients with high-risk disease, surpassing either modality alone.
Conclusions: Early on-treatment ctDNA dynamics capture aggressive disease biology during a critical window for adaptation. Multimodal integration of molecular and imaging assessments provides superior risk stratification, demonstrating that they capture complementary biology early in therapy and establishing a framework for real-time treatment personalization.
利益披露 Disclosure
B. H. Diplas, None..
D. N. Brown, None..
X. Pei, None..
Y. Zhu, None..
A. Shamseddine, None.
C. Graybill,
Labcorp/Invitae Employment, Stock, Other, Current/Former employee of Invitae (now a part of Labcorp).
W. Korn,
Labcorp Employment, Stock, Other, Current/Former employee of Invitae (now a part of Labcorp).
Biocartis Employment, Stock.
E. Westheimer,
Labcorp Employment, Other, Current/Former employee of Invitae (now a part of Labcorp).
L. G. Morris,
PGDX Patent.
R. J. Wong, None.
S. M. McBride,
Janssen Other, Consulting/Advisory.
AstraZeneca ), Consulting/Advisory.
Genentech ).
A. L. Ho,
Rgenta Stock.
Eisai Independent Contractor.
Merck Independent Contractor.
Ayala Pharmaceuticals Independent Contractor.
Prelude Therapeutics Independent Contractor.
Kura Oncology Independent Contractor.
AffyImmune Therapeutics Independent Contractor.
Exelixis Independent Contractor.
Cellestia Biotech Independent Contractor.
InxMed Independent Contractor.
Remix Therapeutics Independent Contractor.
Elevar Therapeutics Independent Contractor.
Coherus Biosciences Independent Contractor.
R. Daber,
Labcorp Employment, Stock.
N. Katabi, None.
J. Reis-Filho,
AstraZeneca Employment, Stock.
Repare Therapeutics Independent Contractor, Stock.
Paige.AI Independent Contractor, Stock.
B. Weigelt,
Repare Therapeutics ).
SAGA Diagnostics ).
N. Lee,
Merck Independent Contractor.
Mirati Therapeutics Independent Contractor.
Elsie Pharmaceuticals Independent Contractor.
Galera Therapeutics Independent Contractor.
Nanobiotix Independent Contractor.
Regeneron Independent Contractor.
Varian Medical Systems Travel.
N. Riaz,
Mirati Therapeutics Independent Contractor.
Repare Therapeutics Independent Contractor, ).
Illumina Independent Contractor.
Bristol Myers Squibb ).
Pfizer ).
Paige.AI ).
Varian Medical Systems Travel.