Multi-Omics Analysis of NCI-60 Cell Line Data Reveals Novel Metabolic Processes Linked with Resistance to Alkylating Anti-Cancer Agents

被引:6
作者
Rushing, Blake R. [1 ,2 ,3 ,4 ]
机构
[1] Univ North Carolina Chapel Hill, Nutr Res Inst, Kannapolis, NC 28081 USA
[2] Univ North Carolina Chapel Hill, Dept Nutr, Chapel Hill, NC 27599 USA
[3] Univ North Carolina Chapel Hill, Dept Pathol & Lab Med, Chapel Hill, NC 27599 USA
[4] Univ North Carolina Chapel Hill, Lineberger Comprehens Canc Ctr, Chapel Hill, NC 27599 USA
基金
美国国家卫生研究院;
关键词
alkylating agents; drug resistance; cancer; metabolic reprogramming; multi-omics; metabolomics; transcriptomics; proteomics; CNV; CANCER; CHEMORESISTANCE; NUCLEOTIDE; PATHWAYS; PATHVIEW; GENE; WWOX; DNA;
D O I
10.3390/ijms241713242
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
This study aimed to elucidate the molecular determinants influencing the response of cancer cells to alkylating agents, a major class of chemotherapeutic drugs used in cancer treatment. The study utilized data from the National Cancer Institute (NCI)-60 cell line screening program and employed a comprehensive multi-omics approach integrating transcriptomic, proteomic, metabolomic, and SNP data. Through integrated pathway analysis, the study identified key metabolic pathways, such as cysteine and methionine metabolism, starch and sucrose metabolism, pyrimidine metabolism, and purine metabolism, that differentiate drug-sensitive and drug-resistant cancer cells. The analysis also revealed potential druggable targets within these pathways. Furthermore, copy number variant (CNV) analysis, derived from SNP data, between sensitive and resistant cells identified notable differences in genes associated with metabolic changes (WWOX, CNTN5, DDAH1, PGR), protein trafficking (ARL17B, VAT1L), and miRNAs (MIR1302-2, MIR3163, MIR1244-3, MIR1302-9). The findings of this study provide a holistic view of the molecular landscape and dysregulated pathways underlying the response of cancer cells to alkylating agents. The insights gained from this research can contribute to the development of more effective therapeutic strategies and personalized treatment approaches, ultimately improving patient outcomes in cancer treatment.
引用
收藏
页数:19
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共 75 条
[1]   Tumor suppressor WWOX regulates glucose metabolism via HIF1α modulation [J].
Abu-Remaileh, M. ;
Aqeilan, R. I. .
CELL DEATH AND DIFFERENTIATION, 2014, 21 (11) :1805-1814
[2]   DNA Damage/Repair Management in Cancers [J].
Alhmoud, Jehad F. ;
Woolley, John F. ;
Al Moustafa, Ala-Eddin ;
Malki, Mohammed Imad .
CANCERS, 2020, 12 (04)
[3]   WWOX and metabolic regulation in normal and pathological conditions [J].
Baryla, Izabela ;
Kosla, Katarzyna ;
Bednarek, Andrzej K. .
JOURNAL OF MOLECULAR MEDICINE-JMM, 2022, 100 (12) :1691-1702
[4]   Metabolic syndrome and cancer risk: The role of xanthine oxidoreductase [J].
Battelli, Maria Giulia ;
Bortolotti, Massimo ;
Polito, Letizia ;
Bolognesi, Andrea .
REDOX BIOLOGY, 2019, 21
[5]   Alkylating anticancer agents and their relations to microRNAs [J].
Biersack, Bernhard .
CANCER DRUG RESISTANCE, 2019, 2 (01) :1-17
[6]   High-content CRISPR screening [J].
Bock, Christoph ;
Datlinger, Paul ;
Chardon, Florence ;
Coelho, Matthew A. ;
Dong, Matthew B. ;
Lawson, Keith A. ;
Lu, Tian ;
Maroc, Laetitia ;
Norman, Thomas M. ;
Song, Bicna ;
Stanley, Geoff ;
Chen, Sidi ;
Garnett, Mathew ;
Li, Wei ;
Moffat, Jason ;
Qi, Lei S. ;
Shapiro, Rebecca S. ;
Shendure, Jay ;
Weissman, Jonathan S. ;
Zhuang, Xiaowei .
NATURE REVIEWS METHODS PRIMERS, 2022, 2 (01)
[7]   Metabolic pathways promoting cancer cell survival and growth [J].
Boroughs, Lindsey K. ;
DeBerardinis, Ralph J. .
NATURE CELL BIOLOGY, 2015, 17 (04) :351-359
[8]   Adaptive Reprogramming of De Novo Pyrimidine Synthesis Is a Metabolic Vulnerability in Triple-Negative Breast Cancer [J].
Brown, Kristin K. ;
Spinelli, Jessica B. ;
Asara, John M. ;
Toker, Alex .
CANCER DISCOVERY, 2017, 7 (04) :391-399
[9]   Recent developments in ligands and chemical probes targeting solute carrier transporters [J].
Casiraghi, Andrea ;
Bensimon, Ariel ;
Superti-Furga, Giulio .
CURRENT OPINION IN CHEMICAL BIOLOGY, 2021, 62 :53-63
[10]   NCI-60 Cell Line Screening: A Radical Departure in Its Time [J].
Chabner, Bruce A. .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2016, 108 (05)