Association between adjuvant therapy and survival in colorectal cancer patients according to metabolic Warburg-subtypes

被引:3
作者
Offermans, Kelly [1 ]
Jenniskens, Josien C. A. [1 ]
Simons, Colinda C. J. M. [1 ]
Samarska, Iryna [2 ]
Fazzi, Gregorio E. [2 ]
Smits, Kim M. [2 ]
Schouten, Leo J. [1 ]
Weijenberg, Matty P. [1 ]
Grabsch, Heike I. [2 ,3 ]
van den Brandt, Piet A. [1 ,4 ]
机构
[1] Maastricht Univ Med Ctr, GROW Sch Oncol & Reprod, Dept Epidemiol, Maastricht, Netherlands
[2] Maastricht Univ Med Ctr, GROW Sch Oncol & Reprod, Dept Pathol, Maastricht, Netherlands
[3] Univ Leeds, Leeds Inst Med Res St Jamess, Pathol & Data Analyt, Leeds, England
[4] Maastricht Univ Med Ctr, Care & Publ Hlth Res Inst CAPHRI, Dept Epidemiol, Maastricht, Netherlands
关键词
Warburg-effect; Colorectal cancer; Survival; Chemotherapy; Radiotherapy; Adjuvant therapy; COLON-CANCER; RESISTANCE; REQUIREMENTS; NETHERLANDS; BIOMARKERS;
D O I
10.1007/s00432-023-04581-w
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
PurposeTumor location and tumor node metastasis (TNM) stage guide treatment decisions in colorectal cancer (CRC) patients. However, patients with the same disease stage do not benefit equally from adjuvant therapy. Hence, there remains an urgent clinical need to identify prognostic and/or predictive biomarker(s) to personalize treatment decisions. In this exploratory study, we investigated whether our previously defined metabolic Warburg-subtypes can predict which CRC patients might derive survival benefit from adjuvant therapy.MethodsInformation regarding treatment (surgery only: n = 1451; adjuvant radiotherapy: n = 82; or adjuvant chemotherapy: n = 260) and Warburg-subtype (Warburg-low: n = 485, -moderate: n = 641, or -high: n = 667) was available for 1793 CRC patients from the Netherlands Cohort Study (NLCS). Kaplan-Meier curves and Cox regression models were used to investigate survival benefit from adjuvant therapy compared to surgery-only for the different Warburg-subtypes.ResultsPatients with Warburg-moderate CRC (HRCRC-specific 0.64; 95% CI 0.47-0.86, HRoverall 0.61; 95% CI 0.47-0.80), and possibly Warburg-high CRC (HRCRC-specific 0.86; 95% CI 0.65-1.14, HRoverall 0.82; 95% CI 0.64-1.05), had survival benefit from adjuvant therapy. No survival benefit was observed for patients with Warburg-low CRC (HRCRC-specific 1.07; 95% CI 0.76-1.52, HRoverall 0.95; 95% CI 0.70-1.30). There was a significant interaction between Warburg-subtype and adjuvant therapy for CRC-specific survival (p = 0.049) and overall survival (p = 0.035).ConclusionOur results suggest that Warburg-subtypes may predict survival benefit from adjuvant therapy in CRC patients. A survival benefit from adjuvant therapy was observed for patients with Warburg-moderate and possibly Warburg-high CRC, but not for patients with Warburg-low CRC. Future prospective studies are necessary to validate our findings.
引用
收藏
页码:6271 / 6282
页数:12
相关论文
共 48 条
[11]   Hallmarks of Cancer: The Next Generation [J].
Hanahan, Douglas ;
Weinberg, Robert A. .
CELL, 2011, 144 (05) :646-674
[12]   Understanding the Warburg Effect: The Metabolic Requirements of Cell Proliferation [J].
Heiden, Matthew G. Vander ;
Cantley, Lewis C. ;
Thompson, Craig B. .
SCIENCE, 2009, 324 (5930) :1029-1033
[13]   Energy balance-related factors in childhood and adolescence and risk of colorectal cancer expressing different levels of proteins involved in the Warburg-effect [J].
Jenniskens, Josien C. A. ;
Offermans, Kelly ;
Simons, Colinda C. J. M. ;
Samarska, Iryna ;
Fazzi, Gregorio E. ;
Smits, Kim M. ;
Schouten, Leo J. ;
Weijenberg, Matty P. ;
Grabsch, Heike, I ;
van den Brandt, Piet A. .
INTERNATIONAL JOURNAL OF CANCER, 2022, 150 (11) :1812-1824
[14]   Energy Balance-Related Factors and Risk of Colorectal Cancer Expressing Different Levels of Proteins Involved in the Warburg Effect [J].
Jenniskens, Josien C. A. ;
Offermans, Kelly ;
Simons, Colinda C. J. M. ;
Samarska, Iryna ;
Fazzi, Gregorio E. ;
Smits, Kim M. ;
Schouten, Leo J. ;
Weijenberg, Matty P. ;
Grabsch, Heike, I ;
van den Brandt, Piet A. .
CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2022, 31 (03) :633-646
[15]   Validity and Reproducibility of Immunohistochemical Scoring by Trained Non-Pathologists on Tissue Microarrays [J].
Jenniskens, Josien C. A. ;
Offermans, Kelly ;
Samarska, Iryna ;
Fazzi, Gregorio E. ;
Simons, Colinda C. J. M. ;
Smits, Kim M. ;
Schouten, Leo J. ;
Weijenberg, Matty P. ;
van den Brandt, Piet A. ;
Grabsch, Heike, I .
CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2021, 30 (10) :1867-1874
[16]   Enhancement of Sensitivity to Chemo/Radiation Therapy by Using miR-15b against DCLK1 in Colorectal Cancer [J].
Ji, Dengbo ;
Zhan, Tiancheng ;
Li, Ming ;
Yao, Yunfeng ;
Jia, Jinying ;
Yi, Haizhao ;
Qiao, Meng ;
Xia, Jinhong ;
Zhang, Zhiqian ;
Ding, Huirong ;
Song, Can ;
Han, Yong ;
Gu, Jin .
STEM CELL REPORTS, 2018, 11 (06) :1506-1522
[17]   Chemoresistance of Cancer Cells: Requirements of Tumor Microenvironment-mimicking In Vitro Models in Anti-Cancer Drug Development [J].
Jo, Yeonho ;
Choi, Nakwon ;
Kim, Kyobum ;
Koo, Hyung-Jun ;
Choi, Jonghoon ;
Kim, Hong Nam .
THERANOSTICS, 2018, 8 (19) :5259-5275
[18]  
Kamangar F, 2012, ARCH IRAN MED, V15, P508, DOI 012158/AIM.0014
[19]   Cancer metabolism: New insights into classic characteristics [J].
Kato, Yasumasa ;
Maeda, Toyonobu ;
Suzuki, Atsuko ;
Baba, Yuh .
JAPANESE DENTAL SCIENCE REVIEW, 2018, 54 (01) :8-21
[20]   Microsatellite Instability Testing and Its Role in the Management of Colorectal Cancer [J].
Kawakami, Hisato ;
Zaanan, Aziz ;
Sinicrope, Frank A. .
CURRENT TREATMENT OPTIONS IN ONCOLOGY, 2015, 16 (07)