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Ye Z, Huang Y, Chen T, Wu Y. Comprehensive analysis of telomere and aging-related signature for predicting prognosis and immunotherapy response in lung adenocarcinoma. J Cardiothorac Surg 2025; 20:31. [PMID: 39757226 DOI: 10.1186/s13019-024-03337-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Accepted: 12/26/2024] [Indexed: 01/07/2025] Open
Abstract
BACKGROUND Lung adenocarcinoma (LUAD) is a high-risk malignancy. Telomeres- (TRGs) and aging-related genes (ARGs) play an important role in cancer progression and prognosis. This study aimed to develop a novel prognostic model combined TRGs and ARGs signatures to predict the prognosis of patients with LUAD. METHODS LUAD patient's sample data and clinical data were obtained from public databases. The prognostic model was constructed and evaluated using the least absolute shrinkage and selection operator (LASSO), multivariate Cox analysis, time-dependent receiver operating characteristic (ROC), and Kaplan-Meier (K-M) analysis. Immune cell infiltration levels were assessed using single-sample gene set enrichment analysis (ssGSEA). Antitumor drugs with significant correlations between drug sensitivity and the expression of prognostic genes were identified using the CellMiner database. The distribution and expression levels of prognostic genes in immune cells were subsequently analyzed based on the TISCH database. RESULTS This study identified eight characteristic genes that are significantly associated with LUAD prognosis and could serve as independent prognostic factors, with the low-risk group demonstrating a more favorable outcome. Additionally, a comprehensive nomogram was developed, showing a high degree of prognostic predictive value. The results from ssGSEA indicated that the low-risk group had higher immune cell infiltration. Ultimately, our findings revealed that the high-risk group exhibited heightened sensitivity to the Linsitinib, whereas the low-risk group demonstrated enhanced sensitivity to the OSI-027 drug. CONCLUSION The risk score exhibited robust prognostic capabilities, offering novel insights for assessing immunotherapy. This will provide a new direction to achieve personalized and precise treatment of LUAD in the future.
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Affiliation(s)
- Zhe Ye
- Department of Oncology Radiotherapy, Ruian People's Hospital, Wenzhou Medical University, Affiliated Hospital 3, Wenzhou, Zhejiang, 35200, China
| | - Yiwei Huang
- Department of Oncology Radiotherapy, Ruian People's Hospital, Wenzhou Medical University, Affiliated Hospital 3, Wenzhou, Zhejiang, 35200, China
| | - Tingting Chen
- Department of Oncology Radiotherapy, Ruian People's Hospital, Wenzhou Medical University, Affiliated Hospital 3, Wenzhou, Zhejiang, 35200, China
| | - Youyi Wu
- Department of Oncology Radiotherapy, Ruian People's Hospital, Wenzhou Medical University, Affiliated Hospital 3, Wenzhou, Zhejiang, 35200, China.
- Department of Oncology Radiotherapy, Ruian People's Hospital, Wenzhou Medical University, Affiliated Hospital 3, 108 Ruifeng Avenue, Wenzhou, Zhejiang, 35200, China.
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Cao Y, Qiu G, Dong Y, Zhao W, Wang Y. Exploring the role of m 6 A writer RBM15 in cancer: a systematic review. Front Oncol 2024; 14:1375942. [PMID: 38915367 PMCID: PMC11194397 DOI: 10.3389/fonc.2024.1375942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 05/17/2024] [Indexed: 06/26/2024] Open
Abstract
In the contemporary epoch, cancer stands as the predominant cause of premature global mortality, necessitating a focused exploration of molecular markers and advanced therapeutic strategies. N6-methyladenosine (m6A), the most prevalent mRNA modification, undergoes dynamic regulation by enzymes referred to as methyltransferases (writers), demethylases (erasers), and effective proteins (readers). Despite lacking methylation activity, RNA-binding motif protein 15 (RBM15), a member of the m6A writer family, assumes a crucial role in recruiting the methyltransferase complex (MTC) and binding to mRNA. Although the impact of m6A modifications on cancer has garnered widespread attention, RBM15 has been relatively overlooked. This review briefly outlines the structure and operational mechanism, and delineates the unique role of RBM15 in various cancers, shedding light on its molecular basis and providing a groundwork for potential tumor-targeted therapies.
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Affiliation(s)
- Yuan Cao
- Fourth Department of Orthopedic Surgery, Central Hospital Affiliated to Shenyang Medical College, Shenyang, Liaoning, China
| | - Guanzhen Qiu
- Fourth Department of Orthopedic Surgery, Central Hospital Affiliated to Shenyang Medical College, Shenyang, Liaoning, China
- Shenyang 242 Hospital, Shenyang, Liaoning, China
| | - Yu Dong
- Fourth Department of Orthopedic Surgery, Central Hospital Affiliated to Shenyang Medical College, Shenyang, Liaoning, China
| | - Wei Zhao
- Fourth Department of Orthopedic Surgery, Central Hospital Affiliated to Shenyang Medical College, Shenyang, Liaoning, China
| | - Yong Wang
- Fourth Department of Orthopedic Surgery, Central Hospital Affiliated to Shenyang Medical College, Shenyang, Liaoning, China
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Lu Y, He W, Huang X, Xiao X. Pulsatilla saponin D regulates ras-related C3 botulinum toxin substrate 3 (RAC3) to overcome resistance to paclitaxel in lung adenocarcinoma cells. BMC Cancer 2024; 24:55. [PMID: 38200409 PMCID: PMC10777557 DOI: 10.1186/s12885-024-11841-6] [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: 09/25/2023] [Accepted: 01/04/2024] [Indexed: 01/12/2024] Open
Abstract
BACKGROUND Paclitaxel, a tubulin-binding agent, is a Food and Drug Administration-approved first-line drug for the treatment of non-small cell lung cancer (NSCLC), for both squamous and non-squamous cell lung carcinoma, with paclitaxel/carboplatin + bevacizumab a common chemotherapy regimen for stage IV non-squamous NSCLC; however, primary or acquired resistance to paclitaxel is gradually increasing, leading to treatment failure. METHODS Our results show that Ras-related C3 botulinum toxin substrate 3 (RAC3) is overexpressed in cultured paclitaxel-resistant cells and that RAC3 expression levels are negatively correlated with sensitivity of lung adenocarcinoma cells to paclitaxel. Pulsatilla saponin D could inhibit RAC3 expression, and we hypothesize that it may block paclitaxel resistance. Further, we found that treatment with paclitaxel combined with Pulsatilla saponin D, can overcome lung adenocarcinoma cell resistance to paclitaxel alone in cell culture and mouse xenograft models.
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Affiliation(s)
- Yanyan Lu
- Laboratory Department of Orthopedic Spine Surgery of The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, Liaoning, China
| | - Wubin He
- Key Laboratory of Surgery of Liaoning Province of The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, Liaoning, China
| | - Xiaoxu Huang
- Key Laboratory of Molecular Cell Biology and New Drug Development of Jinzhou Medical University, Jinzhou, Liaoning, China
| | - Xuyang Xiao
- Department of Thoracic Surgery of The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, Liaoning, China.
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Liu W, Yang H, Zhi F, Feng Y, Luo H, Zhu Y, Lei Y. Macrophage migration inhibitory factor may contribute to the occurrence of multiple primary lung adenocarcinomas. Clin Transl Med 2023; 13:e1368. [PMID: 37784249 PMCID: PMC10545892 DOI: 10.1002/ctm2.1368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 08/07/2023] [Indexed: 10/04/2023] Open
Abstract
BACKGROUND This study aimed to identify the key genes involved in the development of multiple primary lung cancers. METHODS Differential expression analysis was performed, followed by comparing the infiltration levels of 22 immune cell types between multiple and single primary lung adenocarcinomas. Marker genes for epithelial cells with different proportions between the two types of lung adenocarcinomas were identified. The common genes between the marker genes and differentially expressed genes were identified. Finally, the effects of the key genes were tested on the in vitro proliferation, migration and morphology. RESULTS The infiltration levels of helper follicular T cells, resting NK cells, activated NK cells, M2 macrophages and resting mast cells were higher in the patients with multiple than in those with single primary lung adenocarcinomas. A total of 1553 differentially expressed genes and 4414 marker genes of epithelial cells were identified. Logistic regression analysis was performed on the 164 resulting genes. The macrophage migration inhibitory factor expression was positively associated with the occurrence of multiple primary lung adenocarcinomas. Moreover, its signalling pathway was the key pathway among the epithelial cells and multiple and single primary lung adenocarcinoma cells, and it was upregulated in lung adenocarcinoma cells. It also increased the expression of lung cancer markers, including NES and CA125, induced morphological changes in alveolar epithelial type II cells, and promoted their proliferation, migration and invasion. CONCLUSIONS Multiple and single primary lung adenocarcinomas have different tumour immune microenvironments, and migration inhibitory factor may be a key factor in the occurrence of multiple primary lung adenocarcinomas.
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Affiliation(s)
- Wei Liu
- Department of Thoracic SurgeryThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Hao‐Shuai Yang
- Department of Thoracic SurgeryChina‐Japan Friendship HospitalBeijingChina
| | - Fei‐Hang Zhi
- Department of Thoracic SurgeryThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Yan‐Fen Feng
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer MedicineSun Yat‐sen University Cancer CenterGuangzhouGuangdongChina
- Department of PathologySun Yat‐sen University Cancer CenterGuangzhouGuangdongChina
| | - Hong‐He Luo
- Department of Thoracic SurgeryThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Ying Zhu
- Department of RadiologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Yi‐Yan Lei
- Department of Thoracic SurgeryThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
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Qi C, Ma J, Sun J, Wu X, Ding J. The role of molecular subtypes and immune infiltration characteristics based on disulfidptosis-associated genes in lung adenocarcinoma. Aging (Albany NY) 2023; 15:204782. [PMID: 37315289 PMCID: PMC10292876 DOI: 10.18632/aging.204782] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 05/17/2023] [Indexed: 06/16/2023]
Abstract
Lung adenocarcinoma (LUAD) is the most common type of lung cancer which accounts for about 40% of all lung cancers. Early detection, risk stratification and treatment are important for improving outcomes for LUAD. Recent studies have found that abnormal accumulation of cystine and other disulfide occurs in the cell under glucose starvation, which induces disulfide stress and increases the content of disulfide bond in actin cytoskeleton, resulting in cell death, which is defined as disulfidptosis. Because the study of disulfidptosis is in its infancy, its role in disease progression is still unclear. In this study, we detected the expression and mutation of disulfidptosis genes in LUAD using a public database. Clustering analysis based on disulfidptosis gene was performed and differential genes of disulfidptosis subtype were analyzed. 7 differential genes of disulfidptosis subtype were used to construct a prognostic risk model, and the causes of prognostic differences were investigated by immune-infiltration analysis, immune checkpoint analysis, and drug sensitivity analysis. qPCR was used to verify the expression of 7 key genes in lung cancer cell line (A549) and normal bronchial epithelial cell line (BEAS-2B). Since G6PD had the highest risk factor of lung cancer, we further verified the protein expression of G6PD in lung cancer cells by western blot, and confirmed through colony formation experiment that interference with G6PD was able to significantly inhibit the proliferation ability of lung cancer cells. Our results provide evidence for the role of disulfidptosis in LUAD and provide new ideas for individualized precision therapy of LUAD.
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Affiliation(s)
- Cui Qi
- Department of Respiratory Medicine, Qingdao Women’s and Children’s Hospital, Qingdao, China
| | - Jianmin Ma
- Department of Cardiac Ultrasound, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Jinjin Sun
- Department of Operating Room, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Xiaolin Wu
- Department of Orthopedics, The Affiliated Hospital of Qingdao University, Qingdao, China
- Cancer Institute, The Affiliated Hospital of Qingdao University, Qingdao University, Qingdao Cancer Institute, Qingdao, China
| | - Jian Ding
- Department of Neurology, The Affiliated Hospital of Qingdao University, Qingdao, China
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Graves OK, Kim W, Özcan M, Ashraf S, Turkez H, Yuan M, Zhang C, Mardinoglu A, Li X. Discovery of drug targets and therapeutic agents based on drug repositioning to treat lung adenocarcinoma. Biomed Pharmacother 2023; 161:114486. [PMID: 36906970 DOI: 10.1016/j.biopha.2023.114486] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 02/20/2023] [Accepted: 03/07/2023] [Indexed: 03/12/2023] Open
Abstract
BACKGROUND Lung adenocarcinoma (LUAD) is the one of the most common subtypes in lung cancer. Although various targeted therapies have been used in the clinical practice, the 5-year overall survival rate of patients is still low. Thus, it is urgent to identify new therapeutic targets and develop new drugs for the treatment of the LUAD patients. METHODS Survival analysis was used to identify the prognostic genes. Gene co-expression network analysis was used to identify the hub genes driving the tumor development. A profile-based drug repositioning approach was used to repurpose the potentially useful drugs for targeting the hub genes. MTT and LDH assay were used to measure the cell viability and drug cytotoxicity, respectively. Western blot was used to detect the expression of the proteins. FINDINGS We identified 341 consistent prognostic genes from two independent LUAD cohorts, whose high expression was associated with poor survival outcomes of patients. Among them, eight genes were identified as hub genes due to their high centrality in the key functional modules in the gene-co-expression network analysis and these genes were associated with the various hallmarks of cancer (e.g., DNA replication and cell cycle). We performed drug repositioning analysis for three of the eight genes (CDCA8, MCM6, and TTK) based on our drug repositioning approach. Finally, we repurposed five drugs for inhibiting the protein expression level of each target gene and validated the drug efficacy by performing in vitro experiments. INTERPRETATION We found the consensus targetable genes for the treatment of LUAD patients with different races and geographic characteristics. We also proved the feasibility of our drug repositioning approach for the development of new drugs for disease treatment.
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Affiliation(s)
| | - Woonghee Kim
- Science for Life Laboratory, KTH-Royal Institute of Technology, Stockholm SE-17165, Sweden.
| | - Mehmet Özcan
- Science for Life Laboratory, KTH-Royal Institute of Technology, Stockholm SE-17165, Sweden.
| | - Sajda Ashraf
- Trustlife Labs, Drug Research & Development Center, 34774 Istanbul, Turkey.
| | - Hasan Turkez
- Trustlife Labs, Drug Research & Development Center, 34774 Istanbul, Turkey.
| | - Meng Yuan
- Science for Life Laboratory, KTH-Royal Institute of Technology, Stockholm SE-17165, Sweden.
| | - Cheng Zhang
- Science for Life Laboratory, KTH-Royal Institute of Technology, Stockholm SE-17165, Sweden.
| | - Adil Mardinoglu
- Science for Life Laboratory, KTH-Royal Institute of Technology, Stockholm SE-17165, Sweden; Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, London SE1 9RT, UK.
| | - Xiangyu Li
- Science for Life Laboratory, KTH-Royal Institute of Technology, Stockholm SE-17165, Sweden; Bash Biotech Inc, 600 West Broadway, Suite 700, San Diego, CA 92101, USA; Guangzhou Laboratory, Guangzhou 510005, China.
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Wang H, Wang L, Sun G. MiRNA and Potential Prognostic Value in Non-Smoking Females with Lung Adenocarcinoma by High-Throughput Sequencing. Int J Gen Med 2023; 16:683-696. [PMID: 36860345 PMCID: PMC9969804 DOI: 10.2147/ijgm.s401544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 02/07/2023] [Indexed: 02/24/2023] Open
Abstract
Background Non-smoking females with lung adenocarcinoma (LUAD) account for a unique disease entity and miRNA play critical roles in cancer development and progression. The purpose of this study is to explore prognosis-related differentially expressed miRNA (DEmiRNA) and establish a prognostic model for non-smoking females with LUAD. Methods Eight specimens were collected from thoracic surgery of non-smoking females with LUAD and implemented the miRNA sequencing. The intersection of our miRNA sequencing data and TCGA database were identified as common DEmiRNA. Then, we predicted the target genes of the common DEmiRNAs (DETGs) and explored the functional enrichment and prognosis of DETGs. A risk model by overall survival (OS)-related DEmiRNA was constructed based on multivariate Cox regression analyses. Results A total of 34 overlapping DEmiRNA were obtained. The DETGs were enriched in pathways including "Cell cycle" and "miRNAs in cancer". The DETGs (KPNA2, CEP55, TRIP13, MYBL2) were risk factors, significantly related to OS, progression-free survival (PFS), and were also hub genes. ScRNA-seq data also validated the expression of the four DETGs. Hsa-mir-200a, hsa-mir-21, and hsa-mir-584 were significantly associated with OS. The prognostic prediction model constructed by the 3 DEmiRNA could effectively predict OS and can be used as an independent prognostic factor of non-smoking females with LUAD. Conclusion Hsa-mir-200a, hsa-mir-21, and hsa-mir-584 can serve as potential prognostic predictors in non-smoking females with LUAD. A novel prognostic model based on the three DEmiRNAs was also constructed to predict the survival of non-smoking females with LUAD and showed good performance. The result of our paper can be helpful for treatment and prognosis prediction for non-smoking females with LUAD.
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Affiliation(s)
- Hao Wang
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Anhui Medical University, Hefei, People’s Republic of China
| | - Lijun Wang
- Department of Respiratory Disease, Tongling People’s Hospital, Tongling, People’s Republic of China
| | - Gengyun Sun
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Anhui Medical University, Hefei, People’s Republic of China,Correspondence: Gengyun Sun, Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Anhui Medical University, No. 218, Jixi Road, Hefei, Anhui, 230022, People’s Republic of China, Email
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Yu G, Chen Y, Hu Y, Zhou Y, Ding X, Zhou X. Roles of transducin-like enhancer of split (TLE) family proteins in tumorigenesis and immune regulation. Front Cell Dev Biol 2022; 10:1010639. [PMID: 36438567 PMCID: PMC9692235 DOI: 10.3389/fcell.2022.1010639] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Accepted: 10/31/2022] [Indexed: 08/16/2023] Open
Abstract
Mammalian transducin-like enhancer of split family proteins (TLEs) are homologous to Drosophila Groucho (Gro) and are essential transcriptional repressors. Seven TLE family members, TLE1-7, have been identified to date. These proteins do not bind DNA directly; instead, they bind a set of transcription factors and thereby inhibit target gene expression. Loss of TLEs in mice usually leads to defective early development; however, TLE functions in developmentally mature cells are unclear. Recent studies have revealed that TLEs are dysregulated in certain human cancer types and may function as oncogenes or tumor suppressors in different contexts. TLE levels also affect the efficacy of cancer treatments and the development of drug resistance. In addition, TLEs play critical roles in the development and function of immune cells, including macrophages and lymphocytes. In this review, we provide updates on the expression, function, and mechanism of TLEs; discuss the roles played by TLEs in tumorigenesis and the inflammatory response; and elaborate on several TLE-associated signaling pathways, including the Notch, Wnt, and MAPK pathways. Finally, we discuss potential strategies for targeting TLEs in cancer therapy.
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Affiliation(s)
- Guiping Yu
- Department of Immunology, Nantong University, School of Medicine, Nantong, China
- Department of Cardiothoracic Surgery, The Affiliated Jiangyin Hospital of Nantong University, Jiangyin, China
| | - Yiqi Chen
- Department of Immunology, Nantong University, School of Medicine, Nantong, China
| | - Yuwen Hu
- Department of Immunology, Nantong University, School of Medicine, Nantong, China
| | - Yan Zhou
- Department of Periodontology, The Affiliated Nantong Stomatological Hospital of Nantong University, Nantong, China
| | - Xiaoling Ding
- Department of Gastroenterology, The Affiliated Hospital of Nantong University, Nantong, China
| | - Xiaorong Zhou
- Department of Immunology, Nantong University, School of Medicine, Nantong, China
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Zhou N, Tang Q, Yu H, Li T, Ren F, Zu L, Chen G, Chen J, Xu S. Comprehensive analyses of one-carbon metabolism related genes and their association with prognosis, tumor microenvironment, chemotherapy resistance and immunotherapy in lung adenocarcinoma. Front Mol Biosci 2022; 9:1034208. [PMID: 36438661 PMCID: PMC9699278 DOI: 10.3389/fmolb.2022.1034208] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 10/31/2022] [Indexed: 04/24/2024] Open
Abstract
Background: Lung adenocarcinoma (LUAD) is the most common type of lung cancer and is a global public health concern. One-carbon (1C) metabolism plays a crucial role in the occurrence and development of multiple cancer types. However, there are limited studies investigating 1C metabolism in LUAD. This study aims to evaluate the prognostic value of 1C metabolism-related genes in LUAD and to explore the potential correlation of these genes with gene methylation, the tumor microenvironment, and immunotherapy. Methods: We identified 26 1C metabolism-related genes and performed a Kaplan-Meier and Cox regression analysis to evaluate the prognostic value of these genes. Consensus clustering was further performed to determine the 1C metabolism-related gene patterns in LUAD. The clinical and molecular characteristics of subgroups were investigated based on consensus clustering. CIBERSORT and ssGSEA algorithms were used to calculate the relative infiltration levels of multiple immune cell subsets. The relationship between 1C metabolism-related genes and drug sensitivity to immunotherapy was evaluated using the CellMiner database and IMvigor210 cohort, respectively. Results: The expression levels of 23 1C metabolism-related genes were significantly different between LUAD tumor tissues and normal tissues. Seventeen of these genes were related to prognosis. Two clusters (cluster 1 and cluster 2) were identified among 497 LUAD samples based on the expression of 7 prognosis-related genes. Distinct expression patterns were observed between the two clusters. Compared to cluster 2, cluster 1 was characterized by inferior overall survival (OS) (median OS = 41 vs. 60 months, p = 0.00031), increased tumor mutation burden (15.8 vs. 7.5 mut/Mb, p < 0.001), high expression of PD-1 (p < 0.001) and PD-L1 (p < 0.001), as well as enhanced immune infiltration. 1C metabolism-related genes were positively correlated with the expression of methylation enzymes, and a lower methylation level was observed in cluster 1 (p = 0.0062). Patients in cluster 1 were resistant to chemotherapy drugs including pemetrexed, gemcitabine, paclitaxel, etoposide, oxaliplatin, and carboplatin. The specific expression pattern of 1C metabolism-related genes was correlated with a better OS in patients treated with immunotherapy (median OS: 11.2 vs. 7.8 months, p = 0.0034). Conclusion: This study highlights that 1C metabolism is correlated with the prognosis of LUAD patients and immunotherapy efficacy. Our findings provide novel insights into the role of 1C metabolism in the occurrence, development, and treatment of LUAD, and can assist in guiding immunotherapy for LUAD patients.
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Affiliation(s)
- Ning Zhou
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Quanying Tang
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Haochuan Yu
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Tong Li
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Fan Ren
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Lingling Zu
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Gang Chen
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Jun Chen
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Song Xu
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China
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10
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Zeng Z, Zhang J, Li J, Li Y, Huang Z, Han L, Xie C, Gong Y. SETD2 regulates gene transcription patterns and is associated with radiosensitivity in lung adenocarcinoma. Front Genet 2022; 13:935601. [PMID: 36035179 PMCID: PMC9399372 DOI: 10.3389/fgene.2022.935601] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 07/15/2022] [Indexed: 11/13/2022] Open
Abstract
Lung adenocarcinoma (LUAD) has high morbidity and mortality worldwide, and its prognosis remains unsatisfactory. Identification of epigenetic biomarkers associated with radiosensitivity is beneficial for precision medicine in LUAD patients. SETD2 is important in repairing DNA double-strand breaks and maintaining chromatin integrity. Our studies established a comprehensive analysis pipeline, which identified SETD2 as a radiosensitivity signature. Multi-omics analysis revealed enhanced chromatin accessibility and gene transcription by SETD2. In both LUAD bulk RNA sequencing (RNA-seq) and single-cell RNA sequencing (scRNA-seq), we found that SETD2-associated positive transcription patterns were associated with DNA damage responses. SETD2 knockdown significantly upregulated tumor cell apoptosis, attenuated proliferation and migration of LUAD tumor cells, and enhanced radiosensitivity in vitro. Moreover, SETD2 was a favorably prognostic factor whose effects were antagonized by the m6A-related genes RBM15 and YTHDF3 in LUAD. In brief, SETD2 was a promising epigenetic biomarker in LUAD patients.
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Affiliation(s)
- Zihang Zeng
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Jianguo Zhang
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Jiali Li
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Yangyi Li
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Zhengrong Huang
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, Wuhan, China
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Linzhi Han
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Conghua Xie
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, Wuhan, China
- Hubei Key Laboratory of Tumor Biological Behaviors, Zhongnan Hospital of Wuhan University, Wuhan, China
- Hubei Cancer Clinical Study Center, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Yan Gong
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China
- Tumor Precision Diagnosis and Treatment Technology and Translational Medicine, Hubei Engineering Research Center, Zhongnan Hospital of Wuhan University, Wuhan, China
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Modesto VC, Evangelista FDM, Soares MR, Alves MR, Neves MABD, Corrêa MLM, Sousa NFDSE, Galvão ND, Andrade ACDS. Cancer mortality in the State of Mato Grosso from 2000 to 2015: temporal trend and regional differences. REVISTA BRASILEIRA DE EPIDEMIOLOGIA 2022; 25:e220005. [PMID: 35766762 DOI: 10.1590/1980-549720220005.supl.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 02/15/2022] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVE To analyze the trend of standardized cancer mortality rate in the state of Mato Grosso according to health regions, from 2000 to 2015. METHODS Ecological time series study with data on deaths by cancer from the Mortality Information System. The rates were standardized using direct method and calculated by year and health regions. The annual percentage changes (APC) and respective confidence interval (95%CI) were obtained through simple linear regression. Thematic maps were built to show the spatial distribution of rates. RESULTS There were 28,525 deaths by cancer registered in Mato Grosso, with the main types being lung, prostate, stomach, breast and liver cancer. The highest mortality rates were found in regions Médio Norte, Baixada Cuiabana and Sul Mato-Grossense. From 2000 to 2015, an upward trend was seen in the mortality rate by cancer in Mato Grosso (APC=0.81%; 95%CI 0.38-1.26), and in four health regions, Garças Araguaia (APC=2.27%; 95%CI 1.46-3.08), Sul Mato-Grossense (APC=1.12%; 95%CI 0.28-1.97), Teles Pires (APC=1.93%; 95%CI 0,11-3,74) and Vale dos Arinos (APC=2.61%; 95%CI 1.10-4.70), while the other regions remained stable. CONCLUSION In the state of Mato Grosso and in the four health regions, cancer mortality rate showed a growing trend. The results point to the need to consider regional differences when thinking about actions for cancer prevention, control and assistance.
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Affiliation(s)
- Viviane Cardozo Modesto
- Universidade Federal de Mato Grosso, Postgraduate Program in Public Health - Cuiabá (MT), Brazil
| | | | - Mariana Rosa Soares
- Universidade Federal de Mato Grosso, Center for Collective Health - Cuiabá (MT), Brazil
| | - Mário Ribeiro Alves
- Universidade Federal de Mato Grosso, Postgraduate Program in Public Health - Cuiabá (MT), Brazil
| | - Marco Aurélio Bertúlio das Neves
- Universidade Federal de Mato Grosso, Center for Collective Health - Cuiabá (MT), Brazil
- Health Department of the State of Mato Grosso - Cuiabá (MT), Brazil
| | | | | | - Noemi Dreyer Galvão
- Universidade Federal de Mato Grosso, Center for Collective Health - Cuiabá (MT), Brazil
- Health Department of the State of Mato Grosso - Cuiabá (MT), Brazil
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12
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Rizzo A, Cusmai A, Giovannelli F, Acquafredda S, Rinaldi L, Misino A, Montagna ES, Ungaro V, Lorusso M, Palmiotti G. Impact of Proton Pump Inhibitors and Histamine-2-Receptor Antagonists on Non-Small Cell Lung Cancer Immunotherapy: A Systematic Review and Meta-Analysis. Cancers (Basel) 2022; 14:cancers14061404. [PMID: 35326555 PMCID: PMC8945985 DOI: 10.3390/cancers14061404] [Citation(s) in RCA: 85] [Impact Index Per Article: 28.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 03/04/2022] [Accepted: 03/07/2022] [Indexed: 02/07/2023] Open
Abstract
Simple Summary The current meta-analysis highlighted that proton pump inhibitors (PPIs) and histamine-2-receptor antagonists (H2RAs) could impact immune checkpoint inhibitors (ICIs) efficacy in NSCLC patients, highlighting the need for a deeper comprehension of factors involved in treatment response or resistance. Since the number of indications and NSCLC patients receiving ICIs is supposed to increase further soon, identifying the impact of these agents on NSCLC immunotherapy represents a compelling and urgent need regarding NSCLC. Abstract (1) Background: In recent years, immunotherapy has revolutionized the treatment landscape of non-small cell lung cancer (NSCLC), representing a therapeutic breakthrough in this field. Antacid agents such as proton pump inhibitors (PPIs) and histamine-2-receptor antagonists (H2RAs) are commonly prescribed for extended periods in NSCLC patients, and these drugs have the potential to modify the efficacy of immune checkpoint inhibitors (ICIs). (2) Materials and Methods: Herein, we conducted a systematic review and meta-analysis to investigate the impact of PPIs and H2RAs on progression-free survival (PFS) and overall survival (OS) among patients receiving immunotherapy for metastatic NSCLC. Effect measures for OS were Hazard Ratios (HRs) and 95% Confidence Intervals (CIs), which were extracted from available studies. Forest plots were used to assess HRs to describe the relationship between treatment and OS in the specified cohorts of patients. (3) Results: Six studies were included in the analysis, involving 2267 patients. The pooled HRs for OS and PFS were 1.4 (95% CI, 1.25–1.58) and 1.29 (95% CI, 1.17–1.43), respectively, suggesting that PPIs and H2RAs administration was negatively associated with PFS and OS. (4) Conclusion: Concomitant antacid use could modify the activity of ICIs in NSCLC patients.
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Affiliation(s)
- Alessandro Rizzo
- Struttura Semplice Dipartimentale di Oncologia Medica per la Presa in Carico Globale del Paziente Oncologico “Don Tonino Bello”, I.R.C.C.S. Istituto Tumori “Giovanni Paolo II”, Viale Orazio Flacco 65, 70124 Bari, Italy; (A.C.); (F.G.); (S.A.); (L.R.); (A.M.); (E.S.M.); (G.P.)
- Correspondence: ; Tel.: +39-0-512-144-078
| | - Antonio Cusmai
- Struttura Semplice Dipartimentale di Oncologia Medica per la Presa in Carico Globale del Paziente Oncologico “Don Tonino Bello”, I.R.C.C.S. Istituto Tumori “Giovanni Paolo II”, Viale Orazio Flacco 65, 70124 Bari, Italy; (A.C.); (F.G.); (S.A.); (L.R.); (A.M.); (E.S.M.); (G.P.)
| | - Francesco Giovannelli
- Struttura Semplice Dipartimentale di Oncologia Medica per la Presa in Carico Globale del Paziente Oncologico “Don Tonino Bello”, I.R.C.C.S. Istituto Tumori “Giovanni Paolo II”, Viale Orazio Flacco 65, 70124 Bari, Italy; (A.C.); (F.G.); (S.A.); (L.R.); (A.M.); (E.S.M.); (G.P.)
| | - Silvana Acquafredda
- Struttura Semplice Dipartimentale di Oncologia Medica per la Presa in Carico Globale del Paziente Oncologico “Don Tonino Bello”, I.R.C.C.S. Istituto Tumori “Giovanni Paolo II”, Viale Orazio Flacco 65, 70124 Bari, Italy; (A.C.); (F.G.); (S.A.); (L.R.); (A.M.); (E.S.M.); (G.P.)
| | - Lucia Rinaldi
- Struttura Semplice Dipartimentale di Oncologia Medica per la Presa in Carico Globale del Paziente Oncologico “Don Tonino Bello”, I.R.C.C.S. Istituto Tumori “Giovanni Paolo II”, Viale Orazio Flacco 65, 70124 Bari, Italy; (A.C.); (F.G.); (S.A.); (L.R.); (A.M.); (E.S.M.); (G.P.)
| | - Andrea Misino
- Struttura Semplice Dipartimentale di Oncologia Medica per la Presa in Carico Globale del Paziente Oncologico “Don Tonino Bello”, I.R.C.C.S. Istituto Tumori “Giovanni Paolo II”, Viale Orazio Flacco 65, 70124 Bari, Italy; (A.C.); (F.G.); (S.A.); (L.R.); (A.M.); (E.S.M.); (G.P.)
| | - Elisabetta Sara Montagna
- Struttura Semplice Dipartimentale di Oncologia Medica per la Presa in Carico Globale del Paziente Oncologico “Don Tonino Bello”, I.R.C.C.S. Istituto Tumori “Giovanni Paolo II”, Viale Orazio Flacco 65, 70124 Bari, Italy; (A.C.); (F.G.); (S.A.); (L.R.); (A.M.); (E.S.M.); (G.P.)
| | - Valentina Ungaro
- S.C. Farmacia e U.Ma.C.A., Istituto di Ricerca e Cura a Carattere Scientifico (IRCCS), Istituto Tumori Giovanni Paolo II-Bari, 70124 Bari, Italy;
| | - Mariagrazia Lorusso
- Unità Operativa Complessa Chirurgia Toracica, Istituto di Ricerca e Cura a Carattere Scientifico (IRCCS), Istituto Tumori Giovanni Paolo II-Bari, 70124 Bari, Italy;
| | - Gennaro Palmiotti
- Struttura Semplice Dipartimentale di Oncologia Medica per la Presa in Carico Globale del Paziente Oncologico “Don Tonino Bello”, I.R.C.C.S. Istituto Tumori “Giovanni Paolo II”, Viale Orazio Flacco 65, 70124 Bari, Italy; (A.C.); (F.G.); (S.A.); (L.R.); (A.M.); (E.S.M.); (G.P.)
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Lin F, Li R. MiR-1226, mediated by ASCL1, suppresses the progression of non-small cell lung cancer by targeting FGF2. Bull Cancer 2022; 109:424-435. [DOI: 10.1016/j.bulcan.2021.11.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 11/16/2021] [Accepted: 11/27/2021] [Indexed: 10/19/2022]
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14
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Tang S, Qin C, Hu H, Liu T, He Y, Guo H, Yan H, Zhang J, Tang S, Zhou H. Immune Checkpoint Inhibitors in Non-Small Cell Lung Cancer: Progress, Challenges, and Prospects. Cells 2022; 11:cells11030320. [PMID: 35159131 PMCID: PMC8834198 DOI: 10.3390/cells11030320] [Citation(s) in RCA: 78] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 12/29/2021] [Accepted: 01/14/2022] [Indexed: 02/04/2023] Open
Abstract
Non-small cell lung cancer is one of the most common types of malignances worldwide and the main cause of cancer-related deaths. Current treatment for NSCLC is based on surgical resection, chemotherapy, radiotherapy, and targeted therapy, with poor therapeutic effectiveness. In recent years, immune checkpoint inhibitors have applied in NSCLC treatment. A large number of experimental studies have shown that immune checkpoint inhibitors are safer and more effective than traditional therapeutic modalities and have allowed for the development of better guidance in the clinical treatment of advanced NSCLC patients. In this review, we describe clinical trials using ICI immunotherapies for NSCLC treatment, the available data on clinical efficacy, and the emerging evidence regarding biomarkers.
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Affiliation(s)
- Shengjie Tang
- Department of Thoracic Surgery, Suining Central Hospital, An Affiliated Hospital of Chongqing Medical University, Suining 629099, China
| | - Chao Qin
- Department of Thoracic Surgery, Suining Central Hospital, An Affiliated Hospital of Chongqing Medical University, Suining 629099, China
- Institute of Surgery, Graduate School, Zunyi Medical University, Zunyi 563002, China
| | - Haiyang Hu
- Department of Thoracic Surgery, Suining Central Hospital, An Affiliated Hospital of Chongqing Medical University, Suining 629099, China
- Institute of Surgery, Graduate School, Zunyi Medical University, Zunyi 563002, China
| | - Tao Liu
- Department of Thoracic Surgery, Suining Central Hospital, An Affiliated Hospital of Chongqing Medical University, Suining 629099, China
- Institute of Surgery, Graduate School, Zunyi Medical University, Zunyi 563002, China
| | - Yiwei He
- Department of Thoracic Surgery, Suining Central Hospital, An Affiliated Hospital of Chongqing Medical University, Suining 629099, China
| | - Haiyang Guo
- Department of Thoracic Surgery, Suining Central Hospital, An Affiliated Hospital of Chongqing Medical University, Suining 629099, China
- Institute of Surgery, Graduate School, Chengdu University of TCM, Chengdu 610075, China
| | - Hang Yan
- Department of Thoracic Surgery, Suining Central Hospital, An Affiliated Hospital of Chongqing Medical University, Suining 629099, China
- Institute of Surgery, Graduate School, Zunyi Medical University, Zunyi 563002, China
| | - Jun Zhang
- Department of Thoracic Surgery, Suining Central Hospital, An Affiliated Hospital of Chongqing Medical University, Suining 629099, China
- Institute of Surgery, Graduate School, Zunyi Medical University, Zunyi 563002, China
| | - Shoujun Tang
- Department of Thoracic Surgery, Suining Central Hospital, An Affiliated Hospital of Chongqing Medical University, Suining 629099, China
| | - Haining Zhou
- Department of Thoracic Surgery, Suining Central Hospital, An Affiliated Hospital of Chongqing Medical University, Suining 629099, China
- Institute of Surgery, Graduate School, Zunyi Medical University, Zunyi 563002, China
- Institute of Surgery, Graduate School, Chengdu University of TCM, Chengdu 610075, China
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Modesto VC, Evangelista FDM, Soares MR, Alves MR, Neves MABD, Corrêa MLM, Sousa NFDSE, Galvão ND, Andrade ACDS. Mortalidade por câncer no estado de Mato Grosso, Brasil, no período de 2000 a 2015: tendência temporal e diferenças regionais. REVISTA BRASILEIRA DE EPIDEMIOLOGIA 2022. [DOI: 10.1590/1980-549720220005.supl.1.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/09/2022] Open
Abstract
RESUMO: Objetivo: Analisar a tendência da taxa padronizada de mortalidade por câncer no estado de Mato Grosso, Brasil, conforme regiões de saúde, no período de 2000 a 2015. Métodos: Estudo ecológico de séries temporais com dados de óbitos por neoplasias do Sistema de Informação sobre Mortalidade. As taxas foram padronizadas pelo método direto e calculadas por ano e por regiões de saúde. A variação anual percentual (annual percent change — APC) e seu respectivo intervalo de 95% de confiança (IC95%) foram obtidos por meio da regressão linear simples. Construíram-se mapas temáticos para descrever a distribuição espacial das taxas. Resultados: Foram registrados 28.525 óbitos por câncer em Mato Grosso, e os cinco principais tipos de câncer foram de pulmão, próstata, estômago, mama e fígado. As maiores taxas de mortalidade foram encontradas nas regiões Médio Norte, Baixada Cuiabana e Sul-Mato-Grossense. No período de 2000 a 2015 foi observada tendência crescente na taxa de mortalidade por câncer em Mato Grosso (APC=0,81%; IC95% 0,38–1,26), e em quatro regiões de saúde, Garças Araguaia (APC=2,27%; IC95% 1,46–3,08), Sul-Mato-Grossense (APC=1,12%; IC95% 0,28–1,97), Teles Pires (APC=1,93%; IC95% 0,11–3,74) e Vale dos Arinos (APC=2,61%; IC95% 1,10–4,70). As demais regiões apresentaram estabilidade. Conclusão: No estado de Mato Grosso e em quatro regiões de saúde foi verificada tendência crescente de mortalidade por câncer. Os resultados indicam a necessidade de se considerar as diferenças regionais para as ações de prevenção e assistência ao câncer e de controle.
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Affiliation(s)
| | | | | | | | | | | | | | - Noemi Dreyer Galvão
- Universidade Federal de Mato Grosso, Brazil; Health Department of the State of Mato Grosso, Brazil
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