Incorporating Novel Technologies in Precision Oncology for Colorectal Cancer: Advancing Personalized Medicine

被引:14
作者
Ahluwalia, Pankaj [1 ]
Ballur, Kalyani [1 ]
Leeman, Tiffanie [1 ]
Vashisht, Ashutosh [1 ]
Singh, Harmanpreet [1 ]
Omar, Nivin [1 ]
Mondal, Ashis K. [1 ]
Vaibhav, Kumar [2 ]
Baban, Babak [3 ]
Kolhe, Ravindra [1 ]
机构
[1] Augusta Univ, Med Coll Georgia, Dept Pathol, Augusta, GA 30912 USA
[2] Augusta Univ, Dept Neurosurg, Augusta, GA 30912 USA
[3] Augusta Univ, Dept Neurol & Surg, Augusta, GA 30912 USA
关键词
predictive; preventive; personalized; equitable medicine; colorectal cancer; gene signature; spatial; clinical; genomics; prognostic; immune infiltration; precision medicine; stratified medicine; immunotherapy response; CONSENSUS MOLECULAR SUBTYPES; PHASE-III TRIAL; SINGLE-CELL; COLON-CANCER; TUMOR MICROENVIRONMENT; LIQUID BIOPSY; PREDICTS PROGNOSIS; CLINICAL-PRACTICE; LNCRNA SIGNATURE; GENE-EXPRESSION;
D O I
10.3390/cancers16030480
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Simple Summary Cancer affects millions of individuals every year, with colorectal cancer being among the most common. There is an increased need to identify new biomarkers that can not only diagnose patients early, but also stratify them so the best treatment can be initiated for each patient. Every human has a unique genetic makeup that causes them to respond differently to cancer. In recent years, new technologies have provided unprecedented access to tumor samples from patients. Through these analyses, we can not only diagnose and classify patients based on their comparative risk, but also monitor their response to emerging therapies. Continued progress using these methods will transform how we approach treatment modalities for cancer patients.Abstract Colorectal cancer (CRC) is one of the most heterogeneous and deadly diseases, with a global incidence of 1.5 million cases per year. Genomics has revolutionized the clinical management of CRC by enabling comprehensive molecular profiling of cancer. However, a deeper understanding of the molecular factors is needed to identify new prognostic and predictive markers that can assist in designing more effective therapeutic regimens for the improved management of CRC. Recent breakthroughs in single-cell analysis have identified new cell subtypes that play a critical role in tumor progression and could serve as potential therapeutic targets. Spatial analysis of the transcriptome and proteome holds the key to unlocking pathogenic cellular interactions, while liquid biopsy profiling of molecular variables from serum holds great potential for monitoring therapy resistance. Furthermore, gene expression signatures from various pathways have emerged as promising prognostic indicators in colorectal cancer and have the potential to enhance the development of equitable medicine. The advancement of these technologies for identifying new markers, particularly in the domain of predictive and personalized medicine, has the potential to improve the management of patients with CRC. Further investigations utilizing similar methods could uncover molecular subtypes specific to emerging therapies, potentially strengthening the development of personalized medicine for CRC patients.
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页数:22
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共 171 条
[1]   Clinical and molecular assessment of an onco-immune signature with prognostic significance in patients with colorectal cancer [J].
Ahluwalia, Pankaj ;
Mondal, Ashis K. ;
Ahluwalia, Meenakshi ;
Sahajpal, Nikhil S. ;
Jones, Kimya ;
Jilani, Yasmeen ;
Gahlay, Gagandeep K. ;
Barrett, Amanda ;
Kota, Vamsi ;
Rojiani, Amyn M. ;
Kolhe, Ravindra .
CANCER MEDICINE, 2022, 11 (06) :1573-1586
[2]   The clinical relevance of gene expression based prognostic signatures in colorectal cancer [J].
Ahluwalia, Pankaj ;
Kolhe, Ravindra ;
Gahlay, Gagandeep K. .
BIOCHIMICA ET BIOPHYSICA ACTA-REVIEWS ON CANCER, 2021, 1875 (02)
[3]   Levels of serum cytokines and acute phase proteins in patients with essential and cancer-related thrombocytosis [J].
Alexandrakis, MG ;
Passam, FH ;
Moschandrea, IA ;
Christophoridou, AV ;
Pappa, CA ;
Coulocheri, SA ;
Kyriakou, DS .
AMERICAN JOURNAL OF CLINICAL ONCOLOGY-CANCER CLINICAL TRIALS, 2003, 26 (02) :135-140
[4]   Transcriptional Subtyping and CD8 Immunohistochemistry Identifies Patients With Stage II and III Colorectal Cancer With Poor Prognosis Who Benefit From Adjuvant Chemotherapy [J].
Allen, Wendy L. ;
Dunne, Philip D. ;
McDade, Simon ;
Scanlon, Enya ;
Loughrey, Maurice ;
Coleman, Helen G. ;
McCann, Christopher ;
McLaughlin, Kristy ;
Nemeth, Zsuzsanna ;
Syed, Najeeb Ashraf ;
Jithesh, Puthen Veettil ;
Arthur, Ken ;
Wilson, Richard ;
Coyle, Vicky M. ;
McArt, Darragh ;
Murray, Graeme, I ;
Samuel, Leslie ;
Nuciforo, Paolo ;
Jimenez, Jose ;
Argiles, Guillem ;
Dienstmann, Rodrigo ;
Tabernero, Josef ;
Picariello, Lucia ;
Messerini, Luca ;
Nobili, Stefania ;
Mini, Enrico ;
Sheahan, Kieran ;
Ryan, Elizabeth ;
Johnston, Patrick G. ;
Van Schaeybroeck, Sandra ;
Lawler, Mark ;
Longley, Daniel B. .
JCO PRECISION ONCOLOGY, 2018, 2 :1-15
[5]  
[Anonymous], Surveillance, Epidemiology, and End Results Program
[6]   Localised colon cancer: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up [J].
Argiles, G. ;
Tabernero, J. ;
Labianca, R. ;
Hochhauser, D. ;
Salazar, R. ;
Iveson, T. ;
Laurent-Puig, P. ;
Quirke, P. ;
Yoshino, T. ;
Taieb, J. ;
Martinelli, E. ;
Arnold, D. .
ANNALS OF ONCOLOGY, 2020, 31 (10) :1291-1305
[7]   Metabolic Profiling of Formalin-Fixed Paraffin-Embedded Tissues Discriminates Normal Colon from Colorectal Cancer [J].
Arima, Kota ;
Lau, Mai Chan ;
Zhao, Melissa ;
Haruki, Koichiro ;
Kosumi, Keisuke ;
Mima, Kosuke ;
Gu, Mancang ;
Vayrynen, Juha P. ;
Twombly, Tyler S. ;
Baba, Yoshifumi ;
Fujiyoshi, Kenji ;
Kishikawa, Junko ;
Guo, Chunguang ;
Baba, Hideo ;
Richards, William G. ;
Chan, Andrew T. ;
Nishihara, Reiko ;
Meyerhardt, Jeffrey A. ;
Nowak, Jonathan A. ;
Giannakis, Marios ;
Fuchs, Charles S. ;
Ogino, Shuji .
MOLECULAR CANCER RESEARCH, 2020, 18 (06) :883-890
[8]   Colorectal Cancer Disparity in African Americans Risk Factors and Carcinogenic Mechanisms [J].
Augustus, Gaius J. ;
Ellis, Nathan A. .
AMERICAN JOURNAL OF PATHOLOGY, 2018, 188 (02) :291-303
[9]   Molecular Mechanisms of Resistance to Cetuximab and Panitumumab in Colorectal Cancer [J].
Bardelli, Alberto ;
Siena, Salvatore .
JOURNAL OF CLINICAL ONCOLOGY, 2010, 28 (07) :1254-1261
[10]   Early Adaptation of Colorectal Cancer Cells to the Peritoneal Cavity Is Associated with Activation of "Sternness" Programs and Local Inflammation [J].
Barriuso, Jorge ;
Nagaraju, Raghavendar T. ;
Belgamwar, Shreya ;
Chakrabarty, Bipasha ;
Burghel, George J. ;
Schlecht, Helene ;
Foster, Lucy ;
Kilgour, Elaine ;
Wallace, Andrew J. ;
Braun, Michael ;
Dive, Caroline ;
Evans, D. Gareth ;
Bristow, Robert G. ;
Saunders, Mark P. ;
O'Dwyer, Sarah T. ;
Aziz, Omer .
CLINICAL CANCER RESEARCH, 2021, 27 (04) :1119-1130