MAD2L1 Induces Tumor Progression through Influencing Multiple Immune Components: A Multi-Omics Analysis with Potential Inhibitor Prediction

被引:0
|
作者
Soltan, Mohamed A. [1 ]
Eid, Refaat A. [2 ]
Shati, Ayed A. [3 ]
Al-Qahtani, Saleh M. [3 ]
Alqahtani, Youssef A. [3 ]
Dawood, Samy A. [3 ]
Alshehri, Mohammed A. [3 ]
Zaki, Mohamed Samir A. [4 ]
Alshaya, Dalal Sulaiman [5 ]
Fayad, Eman [6 ]
Binjawhar, Dalal Nasser [7 ]
Alsharif, Ghadi [8 ,9 ]
Eldeen, Muhammad Alaa [10 ]
机构
[1] Sinai Univ, Fac Pharm, Dept Microbiol & Immunol, Ismailia, Egypt
[2] King Khalid Univ, Coll Med, Pathol Dept, POB 62529, Abha, Saudi Arabia
[3] King Khalid Univ, Coll Med, Dept Child Hlth, POB 62529, Abha, Saudi Arabia
[4] King Khalid Univ, Coll Med, Anat Dept, POB 62529, Abha, Saudi Arabia
[5] Princess Nourah bint Abdulrahman Univ, Coll Sci, Dept Biol, POB 84428, Riyadh 11671, Saudi Arabia
[6] Taif Univ, Coll Sci, Dept Biotechnol, POB 11099, Taif 21944, Saudi Arabia
[7] Princess Nourah bint Abdulrahman Univ, Coll Sci, Dept Chem, POB 84428, Riyadh 11671, Saudi Arabia
[8] Saudi Aramco, Yanbu, Saudi Arabia
[9] Saudi Aramco, Yanbu, Saudi Arabia
[10] Zagazig Univ, Fac Sci, Zool Dept, Cell Biol Histol & Genet Div, Zagazig 44519, Egypt
来源
关键词
oncogene; multi-omics; immune interaction; drug screening; IDENTIFIES CCNA2; CANCER; EXPRESSION; BIOMARKER; PROGNOSIS; GENES; PROLIFERATION; IMMUNOTHERAPY; METASTASIS; INVASION;
D O I
10.1142/S2737416524500492
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Mitotic arrest deficient 2 like 1 (MAD2L1) is a component of the mitotic spindle assembly checkpoint that prevents the onset of anaphase until all chromosomes are properly aligned at the metaphase plate, a process that confirms genomic stability. As several human cancers experience abnormal expression of such components, MAD2L1 has been studied in different human cancers owing to its oncogenic behavior. Here, we employed several omics-related tools to investigate the characteristics of MAD2L1 in a pan-cancer model of analysis, with a focus on its impact on the infiltration of multiple immune components in the tumor microenvironment as a mechanism allowing for tumor progression and poor patient survival. Our analysis revealed that MAD2L1 was significantly upregulated in several human tumors, and this upregulation was further confirmed at the protein level. In addition, a significant hypomethylation status of MAD2L1 was detected in multiple cancers compared with the corresponding controls. The consequences of this upregulation on tumor progression and clinical outcome were further assessed, where tumor stage, grade and metastasis were positively correlated with MAD2L1 overexpression in a panel of tumors. Moving to the immune interaction, our analysis demonstrated that MAD2L1 significantly increased the infiltration of the myeloid-derived suppressor cells (MDSCs) and reduced the infiltration of tumor-attacking natural killer (NK) cells. Furthermore, MAD2L1 expression positively correlated with the expression of exhaustion markers and immunosuppressive chemokines. Owing to its role in tumor progression, we detected MAD2L1 as a target for anticancer therapy, where high-throughput screening (HTS) was performed to identify possible inhibitors that could act as antitumor drugs. Our screening process identified nine FDA-approved drugs with favorable binding energies (>-7 kcal/mol) among the 3180 compounds examined. Meropenem, Glipizide and Dolutegravir were particularly promising candidates, showing distinctive interactions within the active pocket of MAD2L1. Here, we describe the stages and output of our multi-omics analysis with a drug screening assessment.
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收藏
页码:123 / 151
页数:29
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