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Ding H, Teng Y, Gao P, Zhang Q, Wang M, Yu Y, Fan Y, Zhu L. Construction of a prognostic model for lung adenocarcinoma based on m6A/m5C/m1A genes. Hum Mol Genet 2024; 33:563-582. [PMID: 38142284 DOI: 10.1093/hmg/ddad208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 11/15/2023] [Accepted: 12/07/2023] [Indexed: 12/25/2023] Open
Abstract
BACKGROUND Developing a prognostic model for lung adenocarcinoma (LUAD) that utilizes m6A/m5C/m1A genes holds immense importance in providing precise prognosis predictions for individuals. METHODS This study mined m6A/m5C/m1A-related differential genes in LUAD based on public databases, identified LUAD tumor subtypes based on these genes, and further built a risk prognostic model grounded in differential genes between subtypes. The immune status between high- and low-risk groups was investigated, and the distribution of feature genes in tumor immune cells was analyzed using single-cell analysis. Based on the expression levels of feature genes, a projection of chemotherapeutic and targeted drugs was made for individuals identified as high-risk. Ultimately, cell experiments were further verified. RESULTS The 6-gene risk prognosis model based on differential genes between tumor subtypes had good predictive performance. Individuals classified as low-risk exhibited a higher (P < 0.05) abundance of infiltrating immune cells. Feature genes were mainly distributed in tumor immune cells like CD4+T cells, CD8+T cells, and regulatory T cells. Four drugs with relatively low IC50 values were found in the high-risk group: Elesclomol, Pyrimethamine, Saracatinib, and Temsirolimus. In addition, four drugs with significant positive correlation (P < 0.001) between IC50 values and feature gene expression were found, including Alectinib, Estramustine, Brigatinib, and Elesclomol. The low expression of key gene NTSR1 reduced the IC50 value of irinotecan. CONCLUSION Based on the m6A/m5C/m1A-related genes in LUAD, LUAD patients were divided into 2 subtypes, and a m6A/m5C/m1A-related LUAD prognostic model was constructed to provide a reference for the prognosis prediction of LUAD.
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Affiliation(s)
- Hao Ding
- Department of Respiratory Disease, Affiliated People's Hospital of Jiangsu University, NO. 8 Dianli Road, Runzhou District, Zhenjiang City, Jiangsu Province 212002, China
| | - Yuanyuan Teng
- Department of Respiratory Disease, Affiliated People's Hospital of Jiangsu University, NO. 8 Dianli Road, Runzhou District, Zhenjiang City, Jiangsu Province 212002, China
| | - Ping Gao
- Department of Respiratory Disease, Affiliated People's Hospital of Jiangsu University, NO. 8 Dianli Road, Runzhou District, Zhenjiang City, Jiangsu Province 212002, China
| | - Qi Zhang
- Department of Respiratory Disease, Affiliated People's Hospital of Jiangsu University, NO. 8 Dianli Road, Runzhou District, Zhenjiang City, Jiangsu Province 212002, China
| | - Mengdi Wang
- Department of Respiratory Disease, Affiliated People's Hospital of Jiangsu University, NO. 8 Dianli Road, Runzhou District, Zhenjiang City, Jiangsu Province 212002, China
| | - Yi Yu
- Department of General Practice, Jiankang Road Community Health Service Center, NO. 239 Zhongshan East Road, Jingkou District, Zhenjiang City, Jiangsu Province 212008, China
| | - Yueping Fan
- Department of Respiratory, Jurong Branch Hospital, Affiliated Hospital of Jiangsu University, NO. 8 Huayang South Road, Jurong City, Zhenjiang City, Jiangsu Province 212400, China
| | - Li Zhu
- Department of Nephrology, Affiliated People's Hospital of Jiangsu University, NO. 8 Dianli Road, Runzhou District, Zhenjiang City, Jiangsu Province 212002, China
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Kusaczuk M, Ambel ET, Naumowicz M, Velasco G. Cellular stress responses as modulators of drug cytotoxicity in pharmacotherapy of glioblastoma. Biochim Biophys Acta Rev Cancer 2024; 1879:189054. [PMID: 38103622 DOI: 10.1016/j.bbcan.2023.189054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 11/21/2023] [Accepted: 12/08/2023] [Indexed: 12/19/2023]
Abstract
Despite the extensive efforts to find effective therapeutic strategies, glioblastoma (GBM) remains a therapeutic challenge with dismal prognosis of survival. Over the last decade the role of stress responses in GBM therapy has gained a great deal of attention, since depending on the duration and intensity of these cellular programs they can be cytoprotective or promote cancer cell death. As such, initiation of the UPR, autophagy or oxidative stress may either impede or facilitate drug-mediated cell killing. In this review, we summarize the mechanisms that regulate ER stress, autophagy, and oxidative stress during GBM development and progression to later discuss the involvement of these stress pathways in the response to different treatments. We also discuss how a precise understanding of the molecular mechanisms regulating stress responses evoked by different pharmacological agents could decisively contribute to the design of novel and more effective combinational treatments against brain malignancies.
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Affiliation(s)
- Magdalena Kusaczuk
- Department of Pharmaceutical Biochemistry, Medical University of Bialystok, Mickiewicza 2A, 15-222 Bialystok, Poland.
| | - Elena Tovar Ambel
- Department of Biochemistry and Molecular Biology, School of Biology, Complutense University, Instituto de Investigación Sanitaria San Carlos IdISSC, 28040 Madrid, Spain
| | - Monika Naumowicz
- Department of Physical Chemistry, Faculty of Chemistry, University of Bialystok, K. Ciolkowskiego 1K, 15-245 Bialystok, Poland
| | - Guillermo Velasco
- Department of Biochemistry and Molecular Biology, School of Biology, Complutense University, Instituto de Investigación Sanitaria San Carlos IdISSC, 28040 Madrid, Spain.
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Knapp K, Verchio V, Coburn-Flynn O, Li Y, Xiong Z, Morrison JC, Shersher DD, Spitz F, Chen X. Exploring cell competition for the prevention and therapy of esophageal squamous cell carcinoma. Biochem Pharmacol 2023; 214:115639. [PMID: 37290594 PMCID: PMC10528900 DOI: 10.1016/j.bcp.2023.115639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 06/01/2023] [Accepted: 06/02/2023] [Indexed: 06/10/2023]
Abstract
Esophageal squamous cell carcinoma (ESCC) is characterized by the development of cancer in the esophageal squamous epithelium through a step-by-step accumulation of genetic, epigenetic, and histopathological alterations. Recent studies have demonstrated that cancer-associated gene mutations exist in histologically normal or precancerous clones of the human esophageal epithelium. However, only a small proportion of such mutant clones will develop ESCC, and most ESCC patients develop only one cancer. This suggests that most of these mutant clones are kept in a histologically normal state by neighboring cells with higher competitive fitness. When some of the mutant cells evade cell competition, they become "super-competitors" and develop into clinical cancer. It is known that human ESCC is composed of a heterogeneous population of cancer cells that interact with and influence their environment and neighbors. During cancer therapy, these cancer cells not only respond to therapeutic agents but also compete with each other. Therefore, competition between ESCC cells within the same ESCC tumor is a constantly dynamic process. However, it remains challenging to fine-tune the competitive fitness of various clones for therapeutic benefits. In this review, we will explore the role of cell competition in carcinogenesis, cancer prevention, and therapy, using NRF2, NOTCH pathway, and TP53 as examples. We believe that cell competition is a research area with promising targets for clinical translation. Manipulating cell competition may help improve the prevention and therapy of ESCC.
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Affiliation(s)
- Kristen Knapp
- Department of Surgery, Cooper University Hospital, Camden, NJ 08103, USA
| | - Vincent Verchio
- Department of Surgery, Cooper University Hospital, Camden, NJ 08103, USA
| | | | - Yahui Li
- Coriell Institute for Medical Research, Camden, NJ 08103, USA
| | - Zhaohui Xiong
- Coriell Institute for Medical Research, Camden, NJ 08103, USA
| | - Jamin C Morrison
- MD Anderson Cancer Center at Cooper, Camden, NJ 08103, USA; Cooper Medical School of Rowan University, Camden, NJ 08103, USA
| | - David D Shersher
- Department of Surgery, Cooper University Hospital, Camden, NJ 08103, USA; MD Anderson Cancer Center at Cooper, Camden, NJ 08103, USA; Cooper Medical School of Rowan University, Camden, NJ 08103, USA
| | - Francis Spitz
- Department of Surgery, Cooper University Hospital, Camden, NJ 08103, USA; MD Anderson Cancer Center at Cooper, Camden, NJ 08103, USA; Cooper Medical School of Rowan University, Camden, NJ 08103, USA
| | - Xiaoxin Chen
- Department of Surgery, Cooper University Hospital, Camden, NJ 08103, USA; Coriell Institute for Medical Research, Camden, NJ 08103, USA; MD Anderson Cancer Center at Cooper, Camden, NJ 08103, USA; Cooper Medical School of Rowan University, Camden, NJ 08103, USA.
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Wan S, Zhang G, Liu R, Abbas MN, Cui H. Pyroptosis, ferroptosis, and autophagy cross-talk in glioblastoma opens up new avenues for glioblastoma treatment. Cell Commun Signal 2023; 21:115. [PMID: 37208730 DOI: 10.1186/s12964-023-01108-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 03/22/2023] [Indexed: 05/21/2023] Open
Abstract
Glioma is a common primary tumor of the central nervous system (CNS), with glioblastoma multiforme (GBM) being the most malignant, aggressive, and drug resistant. Most drugs are designed to induce cancer cell death, either directly or indirectly, but malignant tumor cells can always evade death and continue to proliferate, resulting in a poor prognosis for patients. This reflects our limited understanding of the complex regulatory network that cancer cells utilize to avoid death. In addition to classical apoptosis, pyroptosis, ferroptosis, and autophagy are recognized as key cell death modalities that play significant roles in tumor progression. Various inducers or inhibitors have been discovered to target the related molecules in these pathways, and some of them have already been translated into clinical treatment. In this review, we summarized recent advances in the molecular mechanisms of inducing or inhibiting pyroptosis, ferroptosis, or autophagy in GBM, which are important for treatment or drug tolerance. We also discussed their links with apoptosis to better understand the mutual regulatory network among different cell death processes. Video Abstract.
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Affiliation(s)
- Sicheng Wan
- State Key Laboratory of Resource Insects, Medical Research Institute, Chongqing, 400715, China
- Chongqing Engineering and Technology Research Center for Silk Biomaterials and Regenerative Medicine, Chongqing, 400715, China
- Engineering Research Center for Cancer Biomedical and Translational Medicine, Southwest University, Chongqing, 400715, China
- Jinfeng Laboratory, Chongqing, 401329, China
| | - Guanghui Zhang
- State Key Laboratory of Resource Insects, Medical Research Institute, Chongqing, 400715, China
- Chongqing Engineering and Technology Research Center for Silk Biomaterials and Regenerative Medicine, Chongqing, 400715, China
- Engineering Research Center for Cancer Biomedical and Translational Medicine, Southwest University, Chongqing, 400715, China
- Jinfeng Laboratory, Chongqing, 401329, China
| | - Ruochen Liu
- State Key Laboratory of Resource Insects, Medical Research Institute, Chongqing, 400715, China
- Chongqing Engineering and Technology Research Center for Silk Biomaterials and Regenerative Medicine, Chongqing, 400715, China
- Engineering Research Center for Cancer Biomedical and Translational Medicine, Southwest University, Chongqing, 400715, China
- Jinfeng Laboratory, Chongqing, 401329, China
| | - Muhammad Nadeem Abbas
- State Key Laboratory of Resource Insects, Medical Research Institute, Chongqing, 400715, China.
- Chongqing Engineering and Technology Research Center for Silk Biomaterials and Regenerative Medicine, Chongqing, 400715, China.
- Engineering Research Center for Cancer Biomedical and Translational Medicine, Southwest University, Chongqing, 400715, China.
- Jinfeng Laboratory, Chongqing, 401329, China.
| | - Hongjuan Cui
- State Key Laboratory of Resource Insects, Medical Research Institute, Chongqing, 400715, China.
- Chongqing Engineering and Technology Research Center for Silk Biomaterials and Regenerative Medicine, Chongqing, 400715, China.
- Engineering Research Center for Cancer Biomedical and Translational Medicine, Southwest University, Chongqing, 400715, China.
- Jinfeng Laboratory, Chongqing, 401329, China.
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Almeida Lima K, Osawa IYA, Ramalho MCC, de Souza I, Guedes CB, Souza Filho CHDD, Monteiro LKS, Latancia MT, Rocha CRR. Temozolomide Resistance in Glioblastoma by NRF2: Protecting the Evil. Biomedicines 2023; 11:biomedicines11041081. [PMID: 37189700 DOI: 10.3390/biomedicines11041081] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 03/26/2023] [Accepted: 03/29/2023] [Indexed: 04/07/2023] Open
Abstract
The transcription factor NRF2 is constitutively active in glioblastoma, a highly aggressive brain tumor subtype with poor prognosis. Temozolomide (TMZ) is the primary chemotherapeutic agent for this type of tumor treatment, but resistance to this drug is often observed. This review highlights the research that is demonstrating how NRF2 hyperactivation creates an environment that favors the survival of malignant cells and protects against oxidative stress and TMZ. Mechanistically, NRF2 increases drug detoxification, autophagy, DNA repair, and decreases drug accumulation and apoptotic signaling. Our review also presents potential strategies for targeting NRF2 as an adjuvant therapy to overcome TMZ chemoresistance in glioblastoma. Specific molecular pathways, including MAPKs, GSK3β, βTRCP, PI3K, AKT, and GBP, that modulate NRF2 expression leading to TMZ resistance are discussed, along with the importance of identifying NRF2 modulators to reverse TMZ resistance and develop new therapeutic targets. Despite the significant progress in understanding the role of NRF2 in GBM, there are still unanswered questions regarding its regulation and downstream effects. Future research should focus on elucidating the precise mechanisms by which NRF2 mediates resistance to TMZ, and identifying potential novel targets for therapeutic intervention.
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Affiliation(s)
- Karoline Almeida Lima
- Department of Clinical and Experimental Oncology, Federal University of Sao Paulo (UNIFESP), Sao Paulo 04037-003, Brazil
| | - Isabeli Yumi Araújo Osawa
- Department of Clinical and Experimental Oncology, Federal University of Sao Paulo (UNIFESP), Sao Paulo 04037-003, Brazil
| | - Maria Carolina Clares Ramalho
- Department of Clinical and Experimental Oncology, Federal University of Sao Paulo (UNIFESP), Sao Paulo 04037-003, Brazil
| | - Izadora de Souza
- Department of Clinical and Experimental Oncology, Federal University of Sao Paulo (UNIFESP), Sao Paulo 04037-003, Brazil
| | - Camila Banca Guedes
- Department of Clinical and Experimental Oncology, Federal University of Sao Paulo (UNIFESP), Sao Paulo 04037-003, Brazil
| | | | | | - Marcela Teatin Latancia
- Laboratory of Genomic Integrity, National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD 20892-3371, USA
| | - Clarissa Ribeiro Reily Rocha
- Department of Clinical and Experimental Oncology, Federal University of Sao Paulo (UNIFESP), Sao Paulo 04037-003, Brazil
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