Data-Independent Acquisition Mass Spectrometry Analysis of FFPE Rectal Cancer Samples Offers In-Depth Proteomics Characterization of the Response to Neoadjuvant Chemoradiotherapy

Author:

Stanojevic Aleksandra1ORCID,Samiotaki Martina2ORCID,Lygirou Vasiliki3ORCID,Marinkovic Mladen45,Nikolic Vladimir6,Stojanovic-Rundic Suzana45,Jankovic Radmila1,Vlahou Antonia3ORCID,Panayotou George2,Fijneman Remond J. A.7ORCID,Castellví-Bel Sergi8910,Zoidakis Jerome311ORCID,Cavic Milena1ORCID

Affiliation:

1. Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, 11000 Belgrade, Serbia

2. Institute for Bioinnovation, Biomedical Sciences Research Center “Alexander Fleming”, Fleming 34, 166 72 Vari, Greece

3. Department of Biotechnology, Biomedical Research Foundation, Academy of Athens, 4 Soranou Ephessiou Street, 115 27 Athens, Greece

4. Clinic for Radiation Oncology and Diagnostics, Department of Radiation Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, 11000 Belgrade, Serbia

5. Faculty of Medicine, University of Belgrade, Dr Subotica 8, 11000 Belgrade, Serbia

6. Clinic for Medical Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, 11000 Belgrade, Serbia

7. Department of Pathology, The Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands

8. Gastroenterology Department, Fundació Clínic per la Recerca Biomèdica-Institut d’Investigacions Biomèdiques August Pi i Sunyer (FRCB-IDIBAPS), C/del Rosselló, 149, 08036 Barcelona, Spain

9. Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd) Almagro, 3, 28029 Madrid, Spain

10. Hospital Clínic, University of Barcelona, C/del Villarroel, 170, 08036 Barcelona, Spain

11. Department of Biology, National and Kapodistrian University of Athens, Panepistimíou 30, 106 79 Athens, Greece

Abstract

Locally advanced rectal cancer (LARC) presents a challenge in identifying molecular markers linked to the response to neoadjuvant chemoradiotherapy (nCRT). This study aimed to utilize a sensitive proteomic method, data-independent mass spectrometry (DIA-MS), to extensively analyze the LARC proteome, seeking individuals with favorable initial responses suitable for a watch-and-wait approach. This research addresses the unmet need to understand the response to treatment, potentially guiding personalized strategies for LARC patients. Post-treatment assessment included MRI scans and proctoscopy. This research involved 97 LARC patients treated with intense chemoradiotherapy, comprising radiation and chemotherapy. Out of 97 LARC included in this study, we selected 20 samples with the most different responses to nCRT for proteome profiling (responders vs. non-responders). This proteomic approach shows extensive proteome coverage in LARC samples. The analysis identified a significant number of proteins compared to a prior study. A total of 915 proteins exhibited differential expression between the two groups, with certain signaling pathways associated with response mechanisms, while top candidates had good predictive potential. Proteins encoded by genes SMPDL3A, PCTP, LGMN, SYNJ2, NHLRC3, GLB1, and RAB43 showed high predictive potential of unfavorable treatment outcome, while RPA2, SARNP, PCBP2, SF3B2, HNRNPF, RBBP4, MAGOHB, DUT, ERG28, and BUB3 were good predictive biomarkers of favorable treatment outcome. The identified proteins and related biological processes provide promising insights that could enhance the management and care of LARC patients.

Funder

Horizon Europe STEPUPIORS Project

European Commission

Ministry of Education and Science of the Republic of Serbia

COST Action

COST

Publisher

MDPI AG

Subject

Inorganic Chemistry,Organic Chemistry,Physical and Theoretical Chemistry,Computer Science Applications,Spectroscopy,Molecular Biology,General Medicine,Catalysis

Reference75 articles.

1. Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries;Sung;CA Cancer J. Clin.,2021

2. Institute of Public Health of Serbia “Dr Milan Jovanović Batut” (2022). Malignant Tumours in Republic of Serbia, Institute of Public Health of Serbia “Dr Milan Jovanović Batut”.

3. KRAS and BRAF mutations in Serbian patients with colorectal cancer;Jakovljevic;J. BUON,2012

4. The Usability of Allele-Specific PCR and Reverse-Hybridization Assays for KRAS Genotyping in Serbian Colorectal Cancer Patients;Brotto;Dig. Dis. Sci.,2013

5. Pharmacogenetics in cancer therapy–8 years of experience at the Institute for Oncology and Radiology of Serbia;Brotto;J. BUON,2016

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3