Published online Jul 15, 2024. doi: 10.4251/wjgo.v16.i7.3118
Peer-review started: September 27, 2023
First decision: December 7, 2023
Revised: January 2, 2024
Accepted: March 20, 2024
Article in press: March 20, 2024
Published online: July 15, 2024
Processing time: 289 Days and 4.6 Hours
This study explores an advanced approach to managing hepatocellular carcinoma (HCC), integrating data analytics from The Cancer Genome Atlas (TCGA) and innovative treatments, notably the Kombo Knife and sorafenib regimen. It emphasizes the need for holistic management strategies in HCC treatment, leveraging genomic insights.
The motivation behind this research is to address key challenges in HCC treatment by exploring the therapeutic potential of combined Kombo Knife and sorafenib regimen. The study aims to solve significant issues in HCC management by understanding the immunological genes and mechanisms through TCGA data analysis, contributing to future research advancements in this domain.
The primary objective is to identify immunological genes and the underlying mechanisms of the Kombo Knife and sorafenib regimen in HCC treatment. By using TCGA data and machine learning, the study seeks to enhance the understanding and effectiveness of HCC treatments, marking a significant stride in oncological research.
The study employs a combination of weighted gene coexpression network analysis, machine learning, and RNA sequencing data from TCGA to evaluate immune attributes in postablation HCC. Additionally, it critically examines the therapeutic landscape and safety metrics of the combined treatment across cellular and animal models.
Significant findings include the identification of immune genes, specifically peptidylprolyl isomerase A and solute carrier family 29 member 3, as key prognostic markers. The combined treatment of Kombo Knife with sorafenib showed enhanced outcomes like prolonged progression-free survival and increased overall response rate in HCC.
The study concludes that the innovative combination of Kombo Knife with sorafenib, rooted in immune-centric strategies, is a promising modality in HCC treatment. It underscores the effectiveness of integrating genomic data analysis with progressive therapeutic approaches.
Future research should focus on further elucidating the immunological mechanisms behind the combined treatment, exploring its broader applicability, and refining the integration of genomic data for personalized HCC management. This direction promises to unlock new therapeutic frontiers in oncology.