Abstract 5779
Background
Drug resistance is an important clinical problem affecting the prognosis of colorectal cancer patients with initially unresectable liver metastases. The role of 5-hydroxymethylcytosine (5-hmC) in this process is still unknown.
Methods
A single-center study was conducted to enroll colorectal cancer patients with initially unresectable liver metastases at Zhongshan Hospital, Shanghai. The 5-hmC levels of each gene locus in circulating-free DNA (cfDNA) were detected using a highly sensitive sequencing method before the patient received any conversion therapy. Eight weeks after conversion therapy, patients with disease progression according to RECIST 1.1 were defined as drug-resistant group, while patients with complete response, partial response and stable disease were defined as the drug-effective group. By using the gene loci with the most significant difference of 5-hmC level, a predictive model (Logistic regression) was established based on machine-learning method. Then, we validated the model.
Results
From June 2018 to January 2019, 35 patients were enrolled, including 20 patients in drug-effective group and 15 in drug-resistant group. The predictive model was established using the first 100 significantly different gene loci and 10 loci were included in the model. The internal validation results suggested that the sensitivity (predictive accuracy for drug-resistant patients) and specificity (predictive accuracy for drug-effective patients) were 86.7% and 95.0%, respectively, and the area under the ROC curve is 0.990.
Conclusions
Our study screened the gene loci with different 5-hmC level between drug-effective and drug-resistant colorectal cancer patients with initial unresectable liver metastases. Then we established a predictive model for the efficacy of conversion therapy, although this model is still being improved and validated by enrolling more subjects.
Clinical trial identification
NCT03679039 09/18/2018.
Editorial acknowledgement
Legal entity responsible for the study
The authors.
Funding
Has not received any funding.
Disclosure
All authors have declared no conflicts of interest.
Resources from the same session
1988 - Molecular profiling reveals novel targetable biomarkers in neuroendocrine carcinoma of the uterine cervix
Presenter: Semir Vranic
Session: Poster Display session 2
Resources:
Abstract
2672 - Changes in clinico-pathological characteristics of vulvar cancer in Japan: increasing oldest-old, stage-shifting, and decreasing cohort-level survival
Presenter: Shin Nishio
Session: Poster Display session 2
Resources:
Abstract
4306 - Tumor Treating Fields (200 kHz) concomitant with weekly paclitaxel for platinum-resistant ovarian cancer: Phase 3 INNOVATE-3/ENGOT-ov50 study
Presenter: Ignace Vergote
Session: Poster Display session 2
Resources:
Abstract
5136 - Randomized, phase 1b/2 study of M6620 + avelumab + carboplatin vs standard care (sc) in patients (pts) with platinum-sensitive poly (ADP-ribose) polymerase inhibitor-(PARPi)-resistant ovarian cancer
Presenter: Susana Banerjee
Session: Poster Display session 2
Resources:
Abstract
2296 - An umbrella study of biomarker-driven targeted therapy in patients with platinum-resistant recurrent ovarian cancer: A Korean Gynecologic Oncology Group study (KGOG 3045), AMBITION
Presenter: Jung-Yun Lee
Session: Poster Display session 2
Resources:
Abstract
2732 - A phase 2 study of pembrolizumab in combination with doxorubicin in advanced, recurrent or metastatic endometrial cancer
Presenter: Ana Oaknin
Session: Poster Display session 2
Resources:
Abstract
4404 - ENGOT-EN9/LEAP-001: a phase 3, randomized, open-label study of pembrolizumab plus lenvatinib versus chemotherapy for first-line treatment of advanced or recurrent endometrial cancer
Presenter: Christian Marth
Session: Poster Display session 2
Resources:
Abstract
4564 - Phase 1/2 trial of tisotumab vedotin plus bevacizumab, pembrolizumab, or carboplatin in recurrent or metastatic cervical cancer (innovaTV 205/ENGOT-cx8)
Presenter: Ignace Vergote
Session: Poster Display session 2
Resources:
Abstract
4933 - Updated data of Epitopes-HPV02 trial and external validation of efficacy of DCF in prospective Epitopes-HPV01 study in advanced anal squamous cell carcinoma. Pooled analysis of 115 patients
Presenter: Stefano Kim
Session: Poster Display session 2
Resources:
Abstract
2301 - Pre-specified pilot analysis of a randomised pilot/phase II/III trial comparing standard dose vs dose-escalated concurrent chemoradiotherapy (CRT) in anal cancer (PLATO-ACT5)
Presenter: Alexandra Gilbert
Session: Poster Display session 2
Resources:
Abstract