医学
生物标志物
内科学
癌症
假阳性悖论
前瞻性队列研究
胃肠病学
肿瘤科
病理
计算机科学
生物化学
机器学习
化学
作者
Eleni M. Rettig,Jonathan D. Schoenfeld,Janice Μ. Miller,B. Sargent,Evan Carey,Danielle N. Margalit,Kartik Sehgal,Rosh K.V. Sethi,Ravindra Uppaluri,Roy B. Tishler,Laura A. Goguen,Donald J. Annino,Edward S. Sim,Vickie Y. Jo,Kristine Wong,Jeffrey P. Guenette,Robert I. Haddad,Glenn J. Hanna
标识
DOI:10.1158/1078-0432.ccr-24-3053
摘要
Abstract Background: Observational studies suggest circulating tumor HPV DNA may facilitate early detection of recurrent HPV-positive oropharynx cancer (OPC). We prospectively investigated whether biomarker-guided surveillance detects recurrence sooner than standard-of-care. Patients and Methods: We enrolled patients evaluated for HPV-positive OPC at a single center 11/2020-4/2023 undergoing curative-intent treatment in a single-arm cohort study. Pretreatment plasma and/or tumor tissue were tested for tumor tissue modified viral HPV DNA (‘TTMV’) from HPV subtypes 16/18/31/33/35 using a ddPCR-based commercial assay. Post-treatment plasma TTMV was assessed periodically. Detectable/indeterminate tests prompted imaging. Primary outcome was proportion of recurrences first detected by TTMV. Results: Median follow-up was 23 months, with median 6 post-treatment TTMV tests for 155 subjects. Fifteen subjects (9%) recurred. Among these, 6 (40%, 95%CI=16%-68%) were ‘early true-positives’, for whom TTMV detection predated and prompted the imaging and clinical workup that diagnosed recurrence (median lead-time=132 days; range=47-280). Another 5 subjects (33%) were ‘confirmatory true-positives’, for whom detectable TTMV confirmed suspicious standard-of-care imaging findings. Finally, 4 subjects (27%) with recurrence had undetectable TTMV at diagnosis (‘false-negatives’). False-negatives had low or undetectable pretreatment TTMV, and 2/4 had non-HPV16 genotypes. Finally, 3 subjects had prolonged detectable TTMV without disease (‘false-positives’); all had immunologic comorbidities. Overall, sensitivity of TTMV for recurrence was 73% (95%CI=45-92%). Among 117 subjects with HPV16 and detectable pretreatment TTMV, sensitivity was higher (91%, 95%CI=59-100%) Conclusions: TTMV-guided surveillance facilitates early detection of many HPV-positive OPC recurrences, with highest sensitivity for HPV16 and detectable pretreatment TTMV. Clinical implementation should be carefully informed by the limitations described herein.
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