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
3911 - Defining a SUV decrease cut-off in PET/CT response monitoring after one cycle of preoperative breast cancer chemotherapy
Presenter: Marcin Kubeczko
Session: Poster Display session 2
Resources:
Abstract
1849 - Effect of thioredoxin 1 quantity detection to complement the mammography in breast cancer diagnosis
Presenter: Younju Lee
Session: Poster Display session 2
Resources:
Abstract
2221 - Identification of ultralow risk breast cancer patients (probable overdiagnosis)
Presenter: Salvador Gamez Casado
Session: Poster Display session 2
Resources:
Abstract
5291 - Prevalence of Vitamin D3 deficiency among women with early breast cancer receiving chemotherapy in an oncology dayward.
Presenter: Warner Finstad
Session: Poster Display session 2
Resources:
Abstract
4247 - Changes in ER pathway activity score during neoadjuvant letrozole to assess therapy response and predict disease free survival (DFS) in ER positive breast cancer patients
Presenter: Arran Turnbull
Session: Poster Display session 2
Resources:
Abstract
568 - Second primary malignancies in patients with breast cancer.
Presenter: Carlos Erasun Lecuona
Session: Poster Display session 2
Resources:
Abstract
1428 - Phase II randomized trial of neoadjuvant trastuzumab and pertuzumab (TP) with either palbociclib + letrozole (Pal+L) or paclitaxel (Pac) for elderly patients with estrogen receptor & HER2 positive (ER+/HER2+) Breast Cancer (BC) (International Breast Cancer Study Group IBCSG 55-17, TOUCH)
Presenter: Laura Biganzoli
Session: Poster Display session 2
Resources:
Abstract
1479 - Neoadjuvant HER2-targeted therapy with or without immunotherapy with pembrolizumab (neoHIP): an open label randomized phase 2 trial
Presenter: Heather McArthur
Session: Poster Display session 2
Resources:
Abstract
1481 - A randomized phase 2 study of peri-operative ipilimumab, nivolumab and cryoablation versus standard care in women with residual, early stage/resectable, triple negative breast cancer after standard-of-care neoadjuvant chemotherapy
Presenter: Heather McArthur
Session: Poster Display session 2
Resources:
Abstract
4334 - ALEXANDRA/IMpassion030: A phase 3 study of standard adjuvant chemotherapy with or without atezolizumab in early stage triple negative breast cancer.
Presenter: Michail Ignatiadis
Session: Poster Display session 2
Resources:
Abstract