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Xu H, Du Z, Li Z, Liu X, Li X, Zhang X, Ma J. MUC1-EGFR crosstalk with IL-6 by activating NF-κB and MAPK pathways to regulate the stemness and paclitaxel-resistance of lung adenocarcinoma. Ann Med 2024; 56:2313671. [PMID: 38325364 PMCID: PMC10851807 DOI: 10.1080/07853890.2024.2313671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 01/24/2024] [Indexed: 02/09/2024] Open
Abstract
BACKGROUND The chemotherapy resistance often leads to chemotherapy failure. This study aims to explore the molecular mechanism by which MUC1 regulates paclitaxel resistance in lung adenocarcinoma (LUAD), providing scientific basis for future target selection. METHODS The bioinformatics method was used to analyse the mRNA and protein expression characteristics of MUC1 in LUAD. RT-qPCR and ELISA were used to detect the mRNA and protein expression, flow cytometry was used to detect CD133+ cells, and cell viability was detected by CCK-8 assay. The mRNA-seq was performed to analyse the changes in expression profile, GO and KEGG analysis were used to explore the potential biological functions. RESULTS MUC1 is highly expressed in LUAD patients and is associated with a higher tumour infiltration. In paclitaxel resistance LUAD cells (A549/TAX cells), the expression of MUC1, EGFR/p-EGFR and IL-6 were higher than that of A549 cells, the proportion of CD133+ cells was significantly increased, and the expression of cancer stem cell (CSCs) transcription factors (NANOG, OCT4 and SOX2) were significantly up-regulated. After knocking down MUC1 in A549/Tax cells, the activity of A549/Tax cells was significantly decreased. Correspondingly, the expression of EGFR, IL-6, OCT4, NANOG, and SOX2 were significantly down-regulated. The mRNA-seq showed that knocking down MUC1 affected the gene expression, DEGs mainly enriched in NF-κB and MAPK signalling pathway. CONCLUSION MUC1 was highly expressed in A549/TAX cells, and MUC1-EGFR crosstalk with IL-6 may be due to the activation of NF-κB and MAPK pathways, which promote the enrichment of CSCs and lead to paclitaxel resistance.
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Affiliation(s)
- Hongyu Xu
- Department of Oncology, 363 Hospital, Chengdu, Sichuan, P.R. China
| | - Zedong Du
- Department of Oncology, Chengdu Second People’s Hospital, Chengdu, Sichuan, P.R. China
| | - Zhihui Li
- Department of Oncology, The General Hospital of Western Theater Command of PLA, Chengdu, Sichuan, P.R. China
| | - Xianguo Liu
- Department of Oncology, 363 Hospital, Chengdu, Sichuan, P.R. China
| | - Xueting Li
- Department of Oncology, 363 Hospital, Chengdu, Sichuan, P.R. China
| | - Xuan Zhang
- Science and Education Department, 363 Hospital, Chengdu, Sichuan, P.R. China
| | - Jiayu Ma
- Department of Oncology, 363 Hospital, Chengdu, Sichuan, P.R. China
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2
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Srinivasan S, Mohanprasanth A, Nadeem A, Saravanan M. Exploring the anti-cancer and antimetastatic effect of Silymarin against lung cancer. Toxicol Rep 2024; 13:101746. [PMID: 39431222 PMCID: PMC11490676 DOI: 10.1016/j.toxrep.2024.101746] [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: 07/07/2024] [Revised: 09/14/2024] [Accepted: 09/22/2024] [Indexed: 10/22/2024] Open
Abstract
Lung cancer metastasis remains a significant challenge in cancer therapy, necessitating the exploration of novel treatment modalities. Silymarin, a natural compound derived from milk thistle, has demonstrated promising anticancer properties. This work explored the inhibitory effects of silymarin on lung cancer metastasis and revealed the underlying processes, focusing on matrix metalloproteinase (MMP) 2 and MMP-9 activities. Using a combination of in vitro and molecular docking analyses, we found that silymarin effectively reducing the lung cancer cells' motility and invasion by modulation of expression of MMP-2 and MMP-9. Furthermore, MTT assays revealed a dose-dependent inhibition of cell proliferation upon silymarin treatment and found the IC50 value at 58 μM. We observe that apoptotic morphology characteristic in silymarin treated groups. Cell cycle analysis exhibit the cell cycle arrest at G1 phase, 25.8 % increased apoptosis in silymarin treated groups, as evidenced by Annexin V staining. Moreover, silymarin treatment shows the lipid peroxidation in elevated level and reduced in enzymatic antioxidant level, indicating its potential role in mitigating oxidative stress induce cell death. Gelatin zymography assay indicates the silymarin has ability to inhibit the MMP-2 and MMP-9 expression in lung cancer. Additionally, cell migration assays and colony formation assays demonstrated impaired migratory and colony-forming abilities of lung cancer cells when treated with silymarin. Molecular docking studies further supported the binding affinity of silymarin with MMP-2 and MMP-9, demonstrate the -10.26 and -6.69 kcal/mol of binding energy. Collectively, our findings highlight the multifaceted anticancer properties of silymarin against lung cancer metastasis, providing insights into its therapeutic potential as an adjuvant treatment strategy.
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Affiliation(s)
- Srithika Srinivasan
- Saveetha Medical College, Saveetha Institute of Medical and Technical Science (SIMATS), Chennai, India
| | - Aruchamy Mohanprasanth
- AMR and Nanotherapeutics Lab, Department of Pharmacology, Saveetha Dental College and Hospital, Saveetha Institute of Medical and Technical Science (SIMATS), Chennai, India
| | - Ahmed Nadeem
- Department of Pharmacology and Toxicology, College of Pharmacy, king Saud University, Riyadh, Saudi Arabia
| | - Muthupandian Saravanan
- AMR and Nanotherapeutics Lab, Department of Pharmacology, Saveetha Dental College and Hospital, Saveetha Institute of Medical and Technical Science (SIMATS), Chennai, India
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3
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Olszewski M, Maciejewska N, Kallingal A, Chylewska A, Dąbrowska AM, Biedulska M, Makowski M, Padrón JM, Baginski M. Palindromic carbazole derivatives: unveiling their antiproliferative effect via topoisomerase II catalytic inhibition and apoptosis induction. J Enzyme Inhib Med Chem 2024; 39:2302920. [PMID: 38221785 PMCID: PMC10791108 DOI: 10.1080/14756366.2024.2302920] [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: 11/18/2023] [Accepted: 12/24/2023] [Indexed: 01/16/2024] Open
Abstract
Human DNA topoisomerases are essential for crucial cellular processes, including DNA replication, transcription, chromatin condensation, and maintenance of its structure. One of the significant strategies employed in cancer treatment involves the inhibition of a specific type of topoisomerase, known as topoisomerase II (Topo II). Carbazole derivatives, recognised for their varied biological activities, have recently become a significant focus in oncological research. This study assesses the efficacy of three symmetrically substituted carbazole derivatives: 2,7-Di(2-furyl)-9H-carbazole (27a), 3,6-Di(2-furyl)-9H-carbazole (36a), and 3,6-Di(2-thienyl)-9H-carbazole (36b) - as anticancer agents. Among investigated carbazole derivatives, compound 3,6-di(2-furyl)-9H-carbazole bearing two furan moieties emerged as a novel catalytic inhibitor of Topo II. Notably, 3,6-di(2-furyl)-9H-carbazole effectively selectively inhibited the relaxation and decatenation activities of Topo IIα, with minimal effects on the IIβ isoform. These findings underscore the potential of compound 3,6-Di(2-furyl)-9H-carbazole as a promising lead candidate warranting further investigation in the realm of anticancer drug development.
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Affiliation(s)
- Mateusz Olszewski
- Department of Pharmaceutical Technology and Biochemistry, Faculty of Chemistry, Gdansk University of Technology, Gdansk, Poland
| | - Natalia Maciejewska
- Department of Pharmaceutical Technology and Biochemistry, Faculty of Chemistry, Gdansk University of Technology, Gdansk, Poland
| | - Anoop Kallingal
- Department of Pharmaceutical Technology and Biochemistry, Faculty of Chemistry, Gdansk University of Technology, Gdansk, Poland
| | - Agnieszka Chylewska
- Department of Bioinorganic Chemistry, Faculty of Chemistry, University of Gdansk, Gdansk, Poland
| | - Aleksandra M. Dąbrowska
- Department of Bioinorganic Chemistry, Faculty of Chemistry, University of Gdansk, Gdansk, Poland
| | - Małgorzata Biedulska
- Department of Bioinorganic Chemistry, Faculty of Chemistry, University of Gdansk, Gdansk, Poland
| | - Mariusz Makowski
- Department of Bioinorganic Chemistry, Faculty of Chemistry, University of Gdansk, Gdansk, Poland
| | - José M. Padrón
- BioLab, Instituto Universitario de Bio-Orgánica “Antonio González”, Universidad de La Laguna, La Laguna, Spain
| | - Maciej Baginski
- Department of Pharmaceutical Technology and Biochemistry, Faculty of Chemistry, Gdansk University of Technology, Gdansk, Poland
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Guo X, Yu H, Wang X, Zhao S, Wang C, Wang S. Hsa_circ_0109320 Serves as a Novel Circular RNA Biomarker in Non-small Cell Lung Cancer by Promoting Metastasis. Mol Biotechnol 2024:10.1007/s12033-024-01306-3. [PMID: 39499388 DOI: 10.1007/s12033-024-01306-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2024] [Accepted: 10/10/2024] [Indexed: 11/07/2024]
Abstract
Non-small cell lung cancer (NSCLC), including squamous cell carcinoma and adenocarcinoma, ranks among the top 10 cancers worldwide in terms of prevalence and mortality. NSCLC, a highly malignant tumor, exhibits distant invasion and migration as well as an unfavorable prognosis. As an innovative circular RNA, hsa _circ_0109320 (circ_0109320) has been recognized as a promising cancer modulator. However, our understanding of the influence of circ_0109320 in NSCLC remains insufficient. Our research explored the clinical significance and effects of circ_0109320 on oncogenic non-small cell lung cancer (NSCLC) phenotypes. Microarray analysis and qPCR indicated that circ_0109320 expression in NSCLC specimens increased relative to that in adjacent normal tissues and was further elevated in metastatic lymph nodes. The specimens acquired from 25 patients confirmed these findings. Additionally, circ_0109320 indicated a good score (AUC = 0.688, P = 0.013) on the ROC curves, which suggests its suitability as a promising biomarker for lung cancer. Meanwhile, circ_0109320 was noticeably upregulated in lung cancer (LC) cell lines compared to human bronchial epithelial cells. Next, we performed loss- and gain-of-function experiments to examine the role of circ_0109320 in the tumor phenotypes of the cell lines. We observed that depletion or overexpression of circ_0109320 did not alter cell viability. However, the ectopic removal of circ_0109320 repressed the migration and invasion of A549 and SK-MES-1 cells, whereas circ_0109320 overexpression promoted cell migration and invasion. Furthermore, the examination of epithelial-mesenchymal transition (EMT) markers indicated that circ_0109320 elevates cell EMT activity. In conclusion, circ_0109320 level was highly associated with increased tumor cell proliferation and metastasis. circ_0109320 could be a promising predictor of clinical outcomes and a reliable target to treat NSCLC by inhibiting metastasis.
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Affiliation(s)
- Xiaoyan Guo
- Pulmonary and Critical Care Medicine II, Affiliated Hospital of Hebei University of Engineering, Handan, 056002, Hebei, China
| | - Hongyan Yu
- Pulmonary and Critical Care Medicine II, Affiliated Hospital of Hebei University of Engineering, Handan, 056002, Hebei, China
| | - Xiansheng Wang
- Pulmonary and Critical Care Medicine II, Affiliated Hospital of Hebei University of Engineering, Handan, 056002, Hebei, China
| | - Shifeng Zhao
- Pulmonary and Critical Care Medicine II, Affiliated Hospital of Hebei University of Engineering, Handan, 056002, Hebei, China
| | - Chunyan Wang
- Pulmonary and Critical Care Medicine II, Affiliated Hospital of Hebei University of Engineering, Handan, 056002, Hebei, China
| | - Shuai Wang
- Department of Function I, Affiliated Hospital of Hebei University of Engineering, No. 81 Congtai Road, Congtai District, Handan, 056002, Hebei, China.
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Hektoen HH, Tsuruda KM, Fjellbirkeland L, Nilssen Y, Brustugun OT, Andreassen BK. Real-world evidence for pembrolizumab in non-small cell lung cancer: a nationwide cohort study. Br J Cancer 2024:10.1038/s41416-024-02895-1. [PMID: 39489879 DOI: 10.1038/s41416-024-02895-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 10/23/2024] [Accepted: 10/24/2024] [Indexed: 11/05/2024] Open
Abstract
BACKGROUND Based on favourable results from clinical trials, immune checkpoint inhibitors (ICI) have become the standard first line (1 L) systemic anticancer treatment (SACT) for advanced stage non-small cell lung cancer (NSCLC) without targetable mutations. We evaluate whether these results are generalizable to everyday clinical practice and compare overall survival (OS) of patients treated with ICI to a historical cohort of patients treated with chemotherapy and results from clinical trials. METHODS Our study comprised all advanced NSCLC patients initiating SACT in 2012-21 in Norway. Clinical characteristics and treatment information was retrieved from Norwegian Health Registries. RESULTS Survival for all 8416 advanced NSCLC patients treated with SACT increased concurrently with the gradual implementation of ICIs. Median OS of patients treated with 1 L pembrolizumab after 2017 was better (mono-/combination therapy: 13.8/12.8 months) than for patients treated with chemotherapy before 2017 (8.0 months). Although median OS for patients treated with pembrolizumab was lower in clinical practice than clinical trials (Keynote-024/189: 26.3/22.0 months), the survival benefit relative to chemotherapy was similar. CONCLUSION Our nationwide study demonstrated a survival benefit over conventional chemotherapy of a similar magnitude as observed in clinical trials and confirms the effectiveness of pembrolizumab in routine clinical practice.
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Affiliation(s)
- Helga H Hektoen
- Department of Research, Cancer Registry of Norway, Norwegian Institute of Public Health, Oslo, Norway
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Kaitlyn M Tsuruda
- Department of Research, Cancer Registry of Norway, Norwegian Institute of Public Health, Oslo, Norway
| | - Lars Fjellbirkeland
- Department of Respiratory Medicine, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Yngvar Nilssen
- Department of Registration, Cancer Registry of Norway, Norwegian Institute of Public Health, Oslo, Norway
| | - Odd Terje Brustugun
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Section of Oncology, Drammen Hospital, Vestre Viken Health Trust, Drammen, Norway
| | - Bettina K Andreassen
- Department of Research, Cancer Registry of Norway, Norwegian Institute of Public Health, Oslo, Norway.
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Chandouri B, Naves T, Yassine M, Ikhlef L, Tricard J, Chaunavel A, Homayed Z, Pannequin J, Girard N, Durand S, Carré V, Lalloué F. Comparison of methods for cancer stem cell detection in prognosis of early stages NSCLC. Br J Cancer 2024; 131:1425-1436. [PMID: 39304747 PMCID: PMC11519646 DOI: 10.1038/s41416-024-02839-9] [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: 08/21/2024] [Accepted: 08/27/2024] [Indexed: 09/22/2024] Open
Abstract
BACKGROUND Despite advances in diagnosis and treatment in lung cancer, therapies still fail to improve patient management due to resistance mechanisms and relapses. As Cancer stem cells (CSCs) directly contribute to tumor growth and therapeutic resistance, their clinical detection represents a major challenge. However specific and additional CSC markers lack. Thus, our aim was to achieve selective detection of CSCs with specific glycan patterns and assess the CSCs burden to predict the risk of relapse in NSCLC tumors. METHODS The lung CSCs detection and sorting with a lectin MIX were assessed and compared to CD133 in vitro. Then, its putative role as CSC biomarker was evaluated in vivo and its clinical significance on 221 NSCLC patients. RESULTS We showed a significant CSCs enrichment in the MIX+ sorted fraction compared to CD133+ cells and confirmed its high tumorigenic capacity. The MIX prognostic value on the overall survival from early stages patients was validated suggesting its potential for detecting CSCs directly linked to tumor aggressiveness. CONCLUSION The MIX could be more relevant for detecting and sorting CSCs than CD133. Moreover, its prognosis value could enable clinicians to better classify early-stage patients at high risk of relapse in order to tailor therapeutic decisions.
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Affiliation(s)
- Boutaîna Chandouri
- UMR INSERM 1308 CAPTuR, Faculty of Medicine, University of Limoges, Limoges, France.
- Carcidiag Biotechnologies company, Guéret, France.
| | - Thomas Naves
- UMR INSERM 1308 CAPTuR, Faculty of Medicine, University of Limoges, Limoges, France
| | - May Yassine
- UMR INSERM 1308 CAPTuR, Faculty of Medicine, University of Limoges, Limoges, France
| | - Léa Ikhlef
- UMR INSERM 1308 CAPTuR, Faculty of Medicine, University of Limoges, Limoges, France
| | - Jérémy Tricard
- UMR INSERM 1308 CAPTuR, Faculty of Medicine, University of Limoges, Limoges, France
- Thoracic and Cardiovascular Surgery Department, Limoges University Hospital Center, Limoges, France
| | - Alain Chaunavel
- Department of Pathology, Dupuytren University Hospital, Limoges, France
| | - Zeinab Homayed
- IGF, Univ. Montpellier, CNRS, INSERM, Montpellier, France
| | | | - Nicolas Girard
- Thorax Institute Curie Montsouris, Institut Curie, Paris, France
- UVSQ, Paris Saclay University, Versailles, France
| | - Stéphanie Durand
- UMR INSERM 1308 CAPTuR, Faculty of Medicine, University of Limoges, Limoges, France.
| | | | - Fabrice Lalloué
- UMR INSERM 1308 CAPTuR, Faculty of Medicine, University of Limoges, Limoges, France.
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7
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Abdel-Hafez SM, Gallei M, Wagner S, Schneider M. Inhalable nano-structured microparticles for extracellular matrix modulation as a potential delivery system for lung cancer. Eur J Pharm Biopharm 2024; 204:114512. [PMID: 39332746 DOI: 10.1016/j.ejpb.2024.114512] [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: 11/30/2023] [Revised: 09/13/2024] [Accepted: 09/20/2024] [Indexed: 09/29/2024]
Abstract
The use of inhalable nanoparticulate-based systems in the treatment of lung cancer allows for efficient localized delivery to the lungs with less undesirable systemic exposure. For this to be attained, the inhaled particles should have optimum properties for deposition and at the same time avoid pulmonary clearance mechanisms. Drug delivery to solid tumors is furthermore challenging, due to dense extracellular matrix (ECM) formation, which hinders the penetration and diffusion of therapeutic agents. To this end, the aim of the current work is to develop an ECM-modulating nano-structured microparticulate carrier, that not only enables the delivery of therapeutic nanoparticles (NPs) to the lungs, but also enhances their intratumoral penetration. The system is composed of acetalated maltodextrin (AcMD) NPs embedded into a water-soluble trehalose/leucine matrix, in which collagenase was loaded with different mass concentrations (10 %, 30 % and 50 %). The collagenase-containing AcMD nano-structured microparticles (MPs) exhibited suitable median volume diameters (2.58 ± 1.35 to 3.01 ± 0.68 µm), hollow corrugated morphology, sufficient redispersibility, low residual moisture content (2.71 ± 0.17 % to 3.10 ± 0.20 %), and favorable aerodynamic properties (Mass median aerodynamic diameter (MMAD): 1.93 ± 0.06 to 2.80 ± 0.10 µm and fine particle fraction (FPF): 68.02 ± 6.86 % to 69.62 ± 2.01 %). Importantly, collagenase retained as high as 89.5 ± 6.7 % of its enzymatic activity after spray drying. MPs containing 10 % mass content of collagenase did not show signs of cytotoxicity on either human lung adenocarcinoma A549 cells or lung MRC-5 fibroblasts. The nanoparticle penetration was tested using adenocarcinoma A549/MRC-5 co-culture spheroid model, where the inclusion of collagenase resulted in deeper penetration depth of AcMD-NPs.
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Affiliation(s)
- Salma M Abdel-Hafez
- Department of Pharmacy, Biopharmaceutics and Pharmaceutical Technology, Saarland University, 66123 Saarbrücken, Germany; Department of Pharmaceutics and Industrial Pharmacy, Faculty of Pharmacy, Ain Shams University, 11566 Cairo, Egypt
| | - Markus Gallei
- Polymer Chemistry, Saarland University, 66123 Saarbrücken, Germany; Saarene, Saarland Center for Energy Materials and Sustainability, 66123 Saarbrücken, Germany
| | - Sylvia Wagner
- Department Bioprocessing and Bioanalytics, Fraunhofer Institute for Biomedical Engineering IBMT, 66280 Sulzbach, Germany
| | - Marc Schneider
- Department of Pharmacy, Biopharmaceutics and Pharmaceutical Technology, Saarland University, 66123 Saarbrücken, Germany.
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Takamori S, Osoegawa A, Hashinokuchi A, Karashima T, Takumi Y, Abe M, Yamaguchi M, Takenaka T, Yoshizumi T, Zhu J, Komiya T. Role of Pathologic Single-Nodal and Multiple-Nodal Descriptors in Resected Non-Small Cell Lung Cancer. Chest 2024; 166:1218-1228. [PMID: 39004218 DOI: 10.1016/j.chest.2024.06.3797] [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: 08/05/2023] [Revised: 06/01/2024] [Accepted: 06/03/2024] [Indexed: 07/16/2024] Open
Abstract
BACKGROUND The eighth edition of lung cancer nodal staging assignment includes the location of lymph node metastasis, but does not include single-nodal and multiple-nodal descriptors. RESEARCH QUESTION Do the single-nodal and multiple-nodal statuses stratify the prognosis of patients with non-small cell lung cancer (NSCLC)? STUDY DESIGN AND METHODS Using the National Cancer Database, we analyzed patients with pathologically staged N1 and N2 NSCLC. Nodal descriptors were classified into pathological single N1 (pSingle-N1), pathological multiple N1 (pMulti-N1), pathological single N2 (pSingle-N2), and pathological multiple N2 (pMulti-N2). Survival analysis was performed using the Kaplan-Meier method and multivariable Cox regression models. RESULTS In the general analysis cohort, 24,531, 22,256, 8,528, and 21,949 patients with NSCLC demonstrated pSingle-N1, pMulti-N1, pSingle-N2, and pMulti-N2 disease, respectively. Patients with pMulti-N1 and pMulti-N2 disease showed a shorter survival than those with pSingle-N1 and pSingle-N2 disease, respectively (hazard ratio, 1.22 [P < .0001] for N1 and 1.39 [P < .0001] for N2). After adjusting age, sex, and histologic findings, the hazard ratio for pSingle-N2 compared with pMulti-N1 disease was 1.05 (P = .0031). Patients with pN1 disease were categorized by metastatic lymph node count (1, 2, 3, ≥ 4), showing significant prognostic differences among groups (P < .0001). In the sensitivity analysis cohort (limited to R0 resection, lobectomy, or more; survival ≥ 30 days; ≥ 10 examined lymph nodes; and without neoadjuvant therapy; n = 34,904) and the external validation cohort (n = 708), analyses supported these results. INTERPRETATION Patients with NSCLC with one metastatic lymph node, whether in N1 or N2 stations, showed better survival than those with more than one lymph node involved. Patients with NSCLC with a single-skip N2 lymph node metastasis showed survival similar to patients with multiple N1 lymph nodes, and the number of lymph nodes involved in N1 resections up to four or more was sequentially prognostic.
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Affiliation(s)
- Shinkichi Takamori
- Department of Thoracic and Breast Surgery, Oita University Faculty of Medicine, Oita, Japan
| | - Atsushi Osoegawa
- Department of Thoracic and Breast Surgery, Oita University Faculty of Medicine, Oita, Japan
| | - Asato Hashinokuchi
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Takashi Karashima
- Department of Thoracic and Breast Surgery, Oita University Faculty of Medicine, Oita, Japan
| | - Yohei Takumi
- Department of Thoracic and Breast Surgery, Oita University Faculty of Medicine, Oita, Japan
| | - Miyuki Abe
- Department of Thoracic and Breast Surgery, Oita University Faculty of Medicine, Oita, Japan
| | - Masafumi Yamaguchi
- Department of Thoracic Oncology, NHO Kyushu Cancer Center, Fukuoka, Japan
| | - Tomoyoshi Takenaka
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Tomoharu Yoshizumi
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Junjia Zhu
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA
| | - Takefumi Komiya
- Division of Hematology Oncology, Penn State College of Medicine, Hershey, PA.
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9
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Semerci Sevimli T, Ghorbani A, Demir Cevizlidere B, Altuğ B, Sevimli M. Boric Acid Affects the Expression of DNA Double-Strand Break Repair Factors in A549 Cells and A549 Cancer Stem Cells: An In Vitro Study. Biol Trace Elem Res 2024; 202:5017-5024. [PMID: 38367174 PMCID: PMC11442501 DOI: 10.1007/s12011-024-04082-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Accepted: 01/27/2024] [Indexed: 02/19/2024]
Abstract
DNA double-strand break (DSB) repair genes interact with tumor stemness- and resistance-associated processes in cancer stem cells (CSCs). Therefore, targeting DNA DSB genes in cancer treatment is important for the CSC phenotype. Although the anti-cancer effect of boric acid (BA) has been studied, its effect on DNA DSB is unclear. Moreover, no studies investigate BA's effects on DNA DSB of lung cancer stem cells (LC-SCs). To fill the gap, we aimed to assess the effects of BA on A549 cancer stem cells. CSCs were isolated from human non-small cell lung cancer cells (A549) and characterized by flow cytometry. Different concentrations of BA (at doses ranging from 1 to 100 mM) were applied to cancer stem cells. Cytotoxic activities were determined using the cell viability assay (MTT assay) at 24 and 48 h. Expression levels of DNA DSB genes that BRCA1, BRCA2, RAD51, KU70/80, ATM, and XRCC4 were evaluated by RT-qPCR. Additionally, immunofluorescence staining analysis was exploited for caspase-3 and E-cadherin. ATM expression increased significantly (p < 0.001). No significant change was observed in the expression of other genes. Moreover, BA up-regulated caspase-3 and E-cadherin expression. Consequently, we can say that BA affects DNA DSB and the apoptotic abilities of LC-SCs.
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Affiliation(s)
- Tuğba Semerci Sevimli
- Cellular Therapy and Stem Cell Production, Application, and Research Center (ESTEM), Eskişehir Osmangazi University, Eskişehir, 26040, Turkey.
| | - Aynaz Ghorbani
- Cellular Therapy and Stem Cell Production, Application, and Research Center (ESTEM), Eskişehir Osmangazi University, Eskişehir, 26040, Turkey
| | - Bahar Demir Cevizlidere
- Cellular Therapy and Stem Cell Production, Application, and Research Center (ESTEM), Eskişehir Osmangazi University, Eskişehir, 26040, Turkey
| | - Burcugül Altuğ
- Cellular Therapy and Stem Cell Production, Application, and Research Center (ESTEM), Eskişehir Osmangazi University, Eskişehir, 26040, Turkey
| | - Murat Sevimli
- Department of Histology and Embryology, Faculty of Medicine, Eskisehir Osmangazi University, 26040, Eskişehir, Turkey
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10
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Liu S, Chen D, Zhu X, Wang X, Li X, Du Y, Zhang P, Tian J, Song Y. Inhaled delivery of cetuximab-conjugated immunoliposomes loaded with afatinib: A promising strategy for enhanced non-small cell lung cancer treatment. Drug Deliv Transl Res 2024; 14:3147-3162. [PMID: 38381317 DOI: 10.1007/s13346-024-01536-7] [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] [Accepted: 02/07/2024] [Indexed: 02/22/2024]
Abstract
Afatinib (AT), an FDA-approved aniline-quinazoline derivative, is a first-line treatment for metastatic non-small cell lung cancer (NSCLC). Combining it with cetuximab (CX), a chimeric human-murine derivative immunoglobulin-G1 monoclonal antibody (mAb) targeting the extracellular domain of epidermal growth factor receptor (EGFR), has shown significant improvements in median progression-free survival. Previously, we developed cetuximab-conjugated immunoliposomes loaded with afatinib (AT-MLP) and demonstrated their efficacy against NSCLC cells (A549 and H1975). In this study, we aimed to explore the potential of pulmonary delivery to mitigate adverse effects associated with oral administration and intravenous injection. We formulated AT-MLP dry powders (AT-MLP-DPI) via freeze drying using tert-butanol and mannitol as cryoprotectants in the hydration medium. The physicochemical and aerodynamic properties of dry powders were well analyzed firstly. In vitro cellular uptake and cytotoxicity study revealed concentration- and time-dependent cellular uptake behavior and antitumor efficacy of AT-MLP-DPI, while Transwell assay demonstrated the superior inhibitory effects on NSCLC cell invasion and migration. Furthermore, in vivo pharmacokinetic study showed that pulmonary delivery of AT-MLP-DPI significantly increased bioavailability, prolonged blood circulation time, and exhibited higher lung concentrations compared to alternative administration routes and formulations. The in vivo antitumor efficacy study carried on tumor-bearing nude mice indicated that inhaled AT-MLP-DPI effectively suppressed lung tumor growth.
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Affiliation(s)
- Sha Liu
- Collaborative Innovation Center of Advanced Drug Delivery System and Biotech Drugs, School of Pharmacy, Yantai University, Yantai, 264000, Shandong, People's Republic of China.
| | - Daoyuan Chen
- Collaborative Innovation Center of Advanced Drug Delivery System and Biotech Drugs, School of Pharmacy, Yantai University, Yantai, 264000, Shandong, People's Republic of China
| | - Xiaosu Zhu
- Collaborative Innovation Center of Advanced Drug Delivery System and Biotech Drugs, School of Pharmacy, Yantai University, Yantai, 264000, Shandong, People's Republic of China
| | - Xiaowen Wang
- Collaborative Innovation Center of Advanced Drug Delivery System and Biotech Drugs, School of Pharmacy, Yantai University, Yantai, 264000, Shandong, People's Republic of China
| | - Xiao Li
- Collaborative Innovation Center of Advanced Drug Delivery System and Biotech Drugs, School of Pharmacy, Yantai University, Yantai, 264000, Shandong, People's Republic of China
| | - Yuan Du
- Collaborative Innovation Center of Advanced Drug Delivery System and Biotech Drugs, School of Pharmacy, Yantai University, Yantai, 264000, Shandong, People's Republic of China
| | - Peng Zhang
- Collaborative Innovation Center of Advanced Drug Delivery System and Biotech Drugs, School of Pharmacy, Yantai University, Yantai, 264000, Shandong, People's Republic of China
| | - Jingwei Tian
- Collaborative Innovation Center of Advanced Drug Delivery System and Biotech Drugs, School of Pharmacy, Yantai University, Yantai, 264000, Shandong, People's Republic of China
| | - Yingjian Song
- Department of Thoracic Surgery, Yantai Yuhuangding Hospital, Yantai, 264000, Shandong, People's Republic of China.
- Department of Thoracic Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, People's Republic of China.
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11
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Orooji N, Fadaee M, Kazemi T, Yousefi B. Exosome therapeutics for non-small cell lung cancer tumorigenesis. Cancer Cell Int 2024; 24:360. [PMID: 39478574 PMCID: PMC11523890 DOI: 10.1186/s12935-024-03544-6] [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: 04/16/2024] [Accepted: 10/21/2024] [Indexed: 11/03/2024] Open
Abstract
Non-small cell lung cancer (NSCLC) remains an ongoing health concern, with poor treatment options and prognosis for many patients. Typically, individuals with lung cancer are detected at the middle and terminal stages, resulting in poor medical results due to lack of initial diagnosis and treatment. So, finding the initial specific and effective therapy options for lung cancer is necessary. In addition, exosomes are generally small lipid vesicles with a diameter in the nanometer range that are created and released by different cell types. Exosomes have therapeutic potential through delivering bioactive compounds including microRNAs, siRNAs, and therapeutic proteins to tumor cells, modifying the tumor microenvironment, and promoting anti-tumor immune responses. In recent years, exosome-based therapy has become known as an appropriate approach for NSCLC treatment. This review offers an overview of the possibility of exosome-based therapy for NSCLC, with an emphasis on mechanisms of action, preclinical research, and current clinical trials. Preclinical studies have shown that exosome-based therapy can decrease tumor growth, metastasis, and drug resistance in NSCLC models. Furthermore, ongoing clinical trials are looking at the safety and efficacy of exosome-based therapies in NSCLC patients, offering important insights into their translational prospects. Despite promising preclinical evidences, significant obstacles remain, including optimizing exosome isolation and purification techniques, standardizing production strategies, and developing scalable manufacturing processes. Overall, exosome-based therapy shows significant promise as a novel and various methods for treating NSCLC, with the potential to enhance patient outcomes and evolution cancer treatment.
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Affiliation(s)
- Niloufar Orooji
- Department of Immunology, School of Medicine, Semnan University of Medical Science, Semnan, Iran
| | - Manouchehr Fadaee
- Department of Immunology, Faculty of Medicine, Tabriz University of Medical Science, Tabriz, Iran
- Student Research Committee, Tabriz University of Medical Science, Tabriz, Iran
| | - Tohid Kazemi
- Department of Immunology, Faculty of Medicine, Tabriz University of Medical Science, Tabriz, Iran
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Bahman Yousefi
- Department of Immunology, School of Medicine, Semnan University of Medical Science, Semnan, Iran.
- Cancer Research Center, Semnan University of Medical Sciences, Semnan, Iran.
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12
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Tadsuan J, Lai YH, Lee YH, Chen MR. The effectiveness of exercise interventions on psychological distress in patients with lung cancer: a systematic review and meta-analysis. J Cancer Surviv 2024:10.1007/s11764-024-01696-y. [PMID: 39466551 DOI: 10.1007/s11764-024-01696-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: 08/06/2024] [Accepted: 10/11/2024] [Indexed: 10/30/2024]
Abstract
PURPOSE To assess the effectiveness of exercise interventions on psychological distress in lung cancer patients and how this effectiveness varies by cancer stage, treatment, intervention type (exercise/with other interventions), exercise mode, duration, and sustained effects over time. METHODS Randomized controlled trials (RCTs) investigating exercise effects on psychological distress were included. Exclusion criteria were studies with less than 50% lung cancer patients, those on pharmacotherapy/psychotherapy, and studies focused solely on breathing exercises. Data sources included PubMed, Embase, MEDLINE, CINAHL, and Scopus. Reporting followed PRISMA 2020 guidelines, with analysis via Review Manager 5.4, and quality assessed using Cochrane RoB 2. RESULTS Twenty-two studies with 1524 participants were selected from 611 articles. All intervention groups were compared to usual care. Meta-analysis, including 11 studies, showed significant reductions in anxiety (SMD = - 0.52, 95% CI = - 0.94 to - 0.09, p = .02) and depression (SMD = - 0.55, 95% CI = - 0.89 to - 0.21, p = .001). The subgroup revealed that early-stage patients, surgery alone, engaging in aerobic exercise (with other exercise modes) or combined interventions showed greater effectiveness in reducing anxiety and depression. Regarding sustained effects, exercise interventions showed a significant medium-term effect on reducing anxiety. CONCLUSION Exercise interventions show promise in reducing psychological distress among lung cancer patients. However, further research is needed to optimize these interventions and explore their long-term effects. IMPLICATIONS FOR CANCER SURVIVORS The effectiveness of exercise interventions on psychological distress in lung cancer patients varies by cancer stage, treatment, and intervention type, supporting the use of tailored programs.
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Affiliation(s)
- Jinsuta Tadsuan
- School of Nursing, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Yeur-Hur Lai
- School of Nursing, College of Medicine, National Taiwan University, Taipei, Taiwan
- National Taiwan University Supportive Cancer Care Research Team, National Taiwan University Cancer Center, Taipei, Taiwan
| | - Yun-Hsiang Lee
- School of Nursing, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Min-Ru Chen
- School of Nursing, College of Medicine, National Taiwan University, Taipei, Taiwan.
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13
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Shu L, Luo P, Chen Q, Liu J, Huang Y, Wu C, Pan X, Huang Z. Fibroin nanodisruptor with Ferroptosis-Autophagy synergism is potent for lung cancer treatment. Int J Pharm 2024; 664:124582. [PMID: 39142466 DOI: 10.1016/j.ijpharm.2024.124582] [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: 05/20/2024] [Revised: 07/27/2024] [Accepted: 08/10/2024] [Indexed: 08/16/2024]
Abstract
Chemotherapy agents for lung cancer often cause apoptotic resistance in cells, leading to suboptimal therapeutic outcomes. FIN56 can be a potential treatment for lung cancer as it induces non-apoptotic cell death, namely ferroptosis. However, a bottleneck exists in FIN56-induced ferroptosis treatment; specifically, FIN56 fails to induce sufficient oxidative stress and may even trigger the defense system against ferroptosis, resulting in poor therapeutic efficacy. To overcome this, this study proposed a strategy of co-delivering FIN56 and piperlongumine to enhance the ferroptosis treatment effect by increasing oxidative stress and connecting with the autophagy pathway. FIN56 and piperlongumine were encapsulated into silk fibroin-based nano-disruptors, named FP@SFN. Characterization results showed that the particle size of FP@SFN was in the nanometer range and the distribution was uniform. Both in vivo and in vitro studies demonstrated that FP@SFN could effectively eliminate A549 cells and inhibit subcutaneous lung cancer tumors. Notably, ferroptosis and autophagy were identified as the main cell death pathways through which the nano-disruptors increased oxidative stress and facilitated cell membrane rupture. In conclusion, nano-disruptors can effectively enhance the therapeutic effect of ferroptosis treatment for lung cancer through the ferroptosis-autophagy synergy mechanism, providing a reference for the development of related therapeutics.
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Affiliation(s)
- Lei Shu
- College of Pharmacy, Jinan University, Guangzhou 511443, PR China; Panyu Central Hospital Affiliated to Guangzhou Medical University, Guangzhou 511400, PR China
| | - Peili Luo
- College of Pharmacy, Jinan University, Guangzhou 511443, PR China
| | - Qingxin Chen
- College of Pharmacy, Jinan University, Guangzhou 511443, PR China
| | - Jingyang Liu
- College of Pharmacy, Jinan University, Guangzhou 511443, PR China
| | - Ying Huang
- College of Pharmacy, Jinan University, Guangzhou 511443, PR China.
| | - Chuanbin Wu
- College of Pharmacy, Jinan University, Guangzhou 511443, PR China
| | - Xin Pan
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, PR China.
| | - Zhengwei Huang
- College of Pharmacy, Jinan University, Guangzhou 511443, PR China.
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14
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Sun X, Feng P, Chen H, Ji Z, Zhuang L, Zhu T, Ji G, Wang J. Hsa_circ_0048764 facilitates the progression of non-small cell lung cancer by targeting miR-1178-3p/HMGA1 axis. Cell Signal 2024:111484. [PMID: 39461578 DOI: 10.1016/j.cellsig.2024.111484] [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: 04/25/2024] [Revised: 09/30/2024] [Accepted: 10/23/2024] [Indexed: 10/29/2024]
Abstract
Non-small cell lung cancer (NSCLC) remains a highly lethal disease, with a lack of fully established biomarkers and therapies. Circular RNAs (circRNAs) have emerged as powerful regulators of gene expression in multiple cancers. The role of circRNAs in NSCLC progression is still not well understood. In this study, GEO database analysis and qRT-PCR results revealed that hsa_circ_0048764 (circ_0048764) was overexpressed in NSCLC tissues and associated with poorer overall survival in patients with NSCLC. Functional assays demonstrated that silencing circ_0048764 inhibited NSCLC cell proliferation and metastasis. Bioinformatics analysis identified miR-1178-3p as having complementary binding sites with circ_0048764, a finding further validated by the dual-luciferase reporter assay. Additionally, predictions from the Starbase3.0 database, along with cellular experiments, revealed that miR-1178-3p regulates HMGA1 expression in NSCLC. Taken together, our findings suggest that circ_0048764 promotes NSCLC progression by enhancing HMGA1 expression through sponging miR-1178-3p, offering potential therapeutic targets for NSCLC treatment.
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Affiliation(s)
- Xing Sun
- Department of Respiratory Medicine, Shanghai Shibei Hospital, No. 4500 Gonghe New Road, Shanghai 200436, China
| | - Ping Feng
- Department of Gastroenterology, Shanghai Fourth People's Hospital, School of Medicine, Tongji University, No. 1279 Sanmen Road, Shanghai 200434, China
| | - Haihua Chen
- Department of Respiratory Medicine, Shanghai Shibei Hospital, No. 4500 Gonghe New Road, Shanghai 200436, China
| | - Zhijuan Ji
- Department of Respiratory Medicine, Shanghai Shibei Hospital, No. 4500 Gonghe New Road, Shanghai 200436, China
| | - Lanmei Zhuang
- Department of Respiratory Medicine, Shanghai Shibei Hospital, No. 4500 Gonghe New Road, Shanghai 200436, China
| | - Ting Zhu
- Department of Respiratory Medicine, Shanghai Gonghui Hospital, No. 450 Wenshui Road, Shanghai 200040, China
| | - Guangling Ji
- Department of Respiratory Medicine, Shanghai Shibei Hospital, No. 4500 Gonghe New Road, Shanghai 200436, China
| | - Jin Wang
- Department of Respiratory Medicine, Shanghai Shibei Hospital, No. 4500 Gonghe New Road, Shanghai 200436, China.
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15
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Wang K, Hsu R. Anti-MET Antibody Therapies in Non-Small-Cell Lung Cancer: Current Progress and Future Directions. Antibodies (Basel) 2024; 13:88. [PMID: 39449330 PMCID: PMC11503282 DOI: 10.3390/antib13040088] [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: 09/01/2024] [Revised: 10/12/2024] [Accepted: 10/17/2024] [Indexed: 10/26/2024] Open
Abstract
Background/Objectives: Non-small-cell lung cancer (NSCLC) remains a leading cause of cancer mortality globally, though advances in targeted therapies have improved treatment outcomes. The mesenchymal-epithelial transition (MET) gene plays a significant role in NSCLC, often through protein overexpression, exon 14 skipping mutations, and gene amplification, many of which arise as resistance mechanisms to other oncogenic drivers like epidermal growth factor receptor (EGFR) mutations. This review examines the development and clinical efficacy of anti-MET antibody therapies. Methods: A comprehensive literature search was conducted using major medical databases looking at key relevant studies on anti-MET antibody studies. Both authors reviewed the literature, assessed study quality, and interpreted the results from each study. Results: Amivantamab, a bispecific EGFR/MET antibody was approved to treat EGFR exon 20 insertion and now has recently been extended to target classical EGFR mutations with progression on osimertinib. Other important anti-MET targeted therapies in development include antibody drug conjugates such as telisotuzumab vedotin, REGN5093-M114, and AZD9592 and emibetuzumab, which is a humanized immunoglobulin G4 monoclonal bivalent MET antibody. Conclusions: MET plays a significant role in NSCLC and amivantamab along with other anti-MET targeted therapies play a role in directly targeting MET and addressing acquired resistance to oncogenic drivers. Future research should focus on developing novel MET antibody drugs and exploring new therapeutic combinations to enhance treatment efficacy and overcome resistance in NSCLC. Refining biomarker-driven approaches to ensure precise patient selection is also critical to optimizing treatment outcomes.
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Affiliation(s)
- Kinsley Wang
- Department of Medicine, University of Arizona College of Medicine—Phoenix, Phoenix, AZ 85004, USA;
| | - Robert Hsu
- Department of Medicine, Division of Medical Oncology, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA 90033, USA
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16
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Gaurav I, Thakur A, Zhang K, Thakur S, Hu X, Xu Z, Kumar G, Jaganathan R, Iyaswamy A, Li M, Zhang G, Yang Z. Peptide-Conjugated Vascular Endothelial Extracellular Vesicles Encapsulating Vinorelbine for Lung Cancer Targeted Therapeutics. NANOMATERIALS (BASEL, SWITZERLAND) 2024; 14:1669. [PMID: 39453005 PMCID: PMC11510406 DOI: 10.3390/nano14201669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2024] [Revised: 09/24/2024] [Accepted: 10/14/2024] [Indexed: 10/26/2024]
Abstract
Lung cancer is one of the major cancer types and poses challenges in its treatment, including lack of specificity and harm to healthy cells. Nanoparticle-based drug delivery systems (NDDSs) show promise in overcoming these challenges. While conventional NDDSs have drawbacks, such as immune response and capture by the reticuloendothelial system (RES), extracellular vesicles (EVs) present a potential solution. EVs, which are naturally released from cells, can evade the RES without surface modification and with minimal toxicity to healthy cells. This makes them a promising candidate for developing a lung-cancer-targeting drug delivery system. EVs isolated from vascular endothelial cells, such as human umbilical endothelial-cell-derived EVs (HUVEC-EVs), have shown anti-angiogenic activity in a lung cancer mouse model; therefore, in this study, HUVEC-EVs were chosen as a carrier for drug delivery. To achieve lung-cancer-specific targeting, HUVEC-EVs were engineered to be decorated with GE11 peptides (GE11-HUVEC-EVs) via a postinsertional technique to target the epidermal growth factor receptor (EGFR) that is overexpressed on the surface of lung cancer cells. The GE11-HUVEC-EVs were loaded with vinorelbine (GE11-HUVEC-EVs-Vin), and then characterized and evaluated in in vitro and in vivo lung cancer models. Further, we examined the binding affinity of ABCB1, encoding P-glycoprotein, which plays a crucial role in chemoresistance via the efflux of the drug. Our results indicate that GE11-HUVEC-EVs-Vin effectively showed tumoricidal effects against cell and mouse models of lung cancer.
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Affiliation(s)
- Isha Gaurav
- School of Chinese Medicine, Hong Kong Baptist University, Hong Kong SAR 999077, China; (I.G.)
| | - Abhimanyu Thakur
- Department of Pharmacology, Delhi Pharmaceutical Sciences & Research University (DPSRU), New Delhi 110017, India
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Kui Zhang
- Ben May Department for Cancer Research, Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637, USA
| | - Sudha Thakur
- National Institute for Locomotor Disabilities (Divyangjan), Kolkata 700090, India
| | - Xin Hu
- State Key Laboratory of Resource Insects, Medical Research Institute, Southwest University, Chongqing 400715, China
| | - Zhijie Xu
- Department of Pathology, Xiangya Hospital, Central South University, Changsha 410017, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410017, China
| | - Gaurav Kumar
- Clinical Research Division, Department of Biosciences, School of Basic and Applied Sciences, Galgotias University, Greater Noida 203201, India
| | - Ravindran Jaganathan
- Preclinical Department, Universiti Kuala Lumpur, Royal College of Medicine Perak (UniKL-RCMP), Ipoh 30450, Malaysia
| | - Ashok Iyaswamy
- School of Chinese Medicine, Hong Kong Baptist University, Hong Kong SAR 999077, China; (I.G.)
- Mr. & Mrs. Ko Chi-Ming Centre for Parkinson’s Disease Research, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong SAR 999077, China
- Department of Biochemistry, Karpagam Academy of Higher Education, Coimbatore 641021, India
| | - Min Li
- School of Chinese Medicine, Hong Kong Baptist University, Hong Kong SAR 999077, China; (I.G.)
- Mr. & Mrs. Ko Chi-Ming Centre for Parkinson’s Disease Research, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong SAR 999077, China
| | - Ge Zhang
- Law Sau Fai Institute for Advancing Translational Medicine in Bone and Joint Diseases, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong SAR 999077, China
- Institute of Integrated Bioinfomedicine and Translational Science, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong SAR 999077, China
- Institute of Precision Medicine and Innovative Drug Discovery, HKBU Institute for Research and Continuing Education, Shenzhen 518000, China
| | - Zhijun Yang
- School of Chinese Medicine, Hong Kong Baptist University, Hong Kong SAR 999077, China; (I.G.)
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Singh P, Semwal P, Gargi B, Painuli S, Aschner M, Alsharif KF, Khan H, Bachheti RK, Worku LA. Global research and current trends on nanotherapy in lung cancer research: a bibliometric analysis of 20 years. Discov Oncol 2024; 15:539. [PMID: 39384612 PMCID: PMC11465009 DOI: 10.1007/s12672-024-01332-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 09/10/2024] [Indexed: 10/11/2024] Open
Abstract
BACKGROUND Lung cancer ranks as one of the most rapidly growing malignancies. Which is characterized by its poor prognosis and a low survival rate due to late diagnosis and limited efficacy of conventional treatments. In recent years nanotechnology has emerged as a promising frontier in the management of lung cancer, presenting novel strategies to enhance drug administration, improve therapeutic efficiency, and mitigate side effects. This research comprehensively evaluates the current state and research trends concerning the application of nanomaterials in lung cancer through bibliometric analysis. MATERIALS AND METHODS We employed a systematic approach by retrieving studies from the Scopus database that focused on nanomaterials and lung cancer between 2003 and 2023. Subsequently, we carefully selected relevant articles based on predetermined inclusion criteria. The selected publications were then subjected to bibliometric and visual analysis using softwares such as VOSviewer and Biblioshiny. RESULTS A total of 3523 studies that meet inclusion criteria were selected for bibliometric analysis. We observed a progressive increase in the number of annual publications from 2003 to 2023, indicating the growing interest in this field. According to our analysis, China is the primary contributor to publication output among the countries. The "Ministry of Education of the People's Republic of China" was the most influential institution. Among the authors, "Dr. Jack A. Roth" and "Dr. Huang Leaf" had the highest number of publications and cited publications, respectively. The "International Journal of Nanomedicine" was found to be the most prolific journal in this field. Additionally, "Biomaterials" emerged as the most cited journal. Through keyword analysis, we identified five main research themes and future research directions; nono-immunotherapy and green synthesis are the hot topics in this research field. CONCLUSION Our study summarized the key characteristics of publications in this field and identified the most influential countries, institutions, authors, journals, hot topics, and trends related to the application of nanomaterials in lung cancer. These findings contribute to the existing body of knowledge and serve as a foundation for future research endeavors in this area. More effective efforts are needed in this field to reduce the burden of lung cancer and help achieve the United Nation's Sustainable Development Goals.
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Affiliation(s)
- Pooja Singh
- Department of Biotechnology, Graphic Era (Deemed to be University), 566/6 Bell Road, Clement Town, Dehradun, 248002, Uttarakhand, India
| | - Prabhakar Semwal
- Department of Biotechnology, Graphic Era (Deemed to be University), 566/6 Bell Road, Clement Town, Dehradun, 248002, Uttarakhand, India.
- Research and Development Cell, Graphic Era Hill University, Society Area, Dehradun, 248002, Uttarakhand, India.
| | - Baby Gargi
- Department of Biotechnology, Graphic Era (Deemed to be University), 566/6 Bell Road, Clement Town, Dehradun, 248002, Uttarakhand, India
| | - Sakshi Painuli
- Uttarakhand Council for Biotechnology (UCB), Premnagar, Dehradun, 248006, Uttarakhand, India
| | - Michael Aschner
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY, 10463, USA
| | - Khalaf F Alsharif
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, Taif University, P. O. Box 11099, 21944, Taif, Saudi Arabia
| | - Haroon Khan
- Department of Pharmacy, Abdul Wali Khan University Mardan, Nardan, 23200, Pakistan
| | - Rakesh Kumar Bachheti
- Department of Industrial Chemistry, College of Natural and Applied Sciences, Addis Ababa Sciences and Technology University, P. O. Box-16417, Addis Ababa, Ethiopia
- Department of Allied Sciences, Graphic Era Hill University, Society Area, Clement Town, Dehradun, 248002, Uttarakhand, India
- University Centre for Research and Development, Chandigarh University, Gharuan 140413, Punjab, India
| | - Limenew Abate Worku
- College of Natural and Computational Science, Department of Chemistry, Debre Tabor University, Debre Tabor, Ethiopia.
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18
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Deng H, Huang W, Zhou X, Zhou T, Fan L, Liu S. Prediction of benign and malignant ground glass pulmonary nodules based on multi-feature fusion of attention mechanism. Front Oncol 2024; 14:1447132. [PMID: 39445066 PMCID: PMC11496306 DOI: 10.3389/fonc.2024.1447132] [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: 06/11/2024] [Accepted: 09/24/2024] [Indexed: 10/25/2024] Open
Abstract
Objectives The purpose of this study was to develop and validate a new feature fusion algorithm to improve the classification performance of benign and malignant ground-glass nodules (GGNs) based on deep learning. Methods We retrospectively collected 385 cases of GGNs confirmed by surgical pathology from three hospitals. We utilized 239 GGNs from Hospital 1 as the training and internal validation set, and 115 and 31 GGNs from Hospital 2 and Hospital 3, respectively, as external test sets 1 and 2. Among these GGNs, 172 were benign and 203 were malignant. First, we evaluated clinical and morphological features of GGNs at baseline chest CT and simultaneously extracted whole-lung radiomics features. Then, deep convolutional neural networks (CNNs) and backpropagation neural networks (BPNNs) were applied to extract deep features from whole-lung CT images, clinical, morphological features, and whole-lung radiomics features separately. Finally, we integrated these four types of deep features using an attention mechanism. Multiple metrics were employed to evaluate the predictive performance of the model. Results The deep learning model integrating clinical, morphological, radiomics and whole lung CT image features with attention mechanism (CMRI-AM) achieved the best performance, with area under the curve (AUC) values of 0.941 (95% CI: 0.898-0.972), 0.861 (95% CI: 0.823-0.882), and 0.906 (95% CI: 0.878-0.932) on the internal validation set, external test set 1, and external test set 2, respectively. The AUC differences between the CMRI-AM model and other feature combination models were statistically significant in all three groups (all p<0.05). Conclusion Our experimental results demonstrated that (1) applying attention mechanism to fuse whole-lung CT images, radiomics features, clinical, and morphological features is feasible, (2) clinical, morphological, and radiomics features provide supplementary information for the classification of benign and malignant GGNs based on CT images, and (3) utilizing baseline whole-lung CT features to predict the benign and malignant of GGNs is an effective method. Therefore, optimizing the fusion of baseline whole-lung CT features can effectively improve the classification performance of GGNs.
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Affiliation(s)
- Heng Deng
- School of Medicine, Shanghai University, Shanghai, China
| | - Wenjun Huang
- Department of Radiology, The Second People’s Hospital of Deyang, Deyang, Sichuan, China
| | - Xiuxiu Zhou
- Department of Radiology, Second Affiliated Hospital of Naval Medical University, Shanghai, China
| | - Taohu Zhou
- Department of Radiology, Second Affiliated Hospital of Naval Medical University, Shanghai, China
| | - Li Fan
- Department of Radiology, Second Affiliated Hospital of Naval Medical University, Shanghai, China
| | - Shiyuan Liu
- School of Medicine, Shanghai University, Shanghai, China
- Department of Radiology, Second Affiliated Hospital of Naval Medical University, Shanghai, China
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19
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Heredia-Ciuró A, Raya-Benítez J, Calvache-Mateo A, Martín-Núñez J, Cabrera-Martos I, López-López L, Valenza MC. Proactive physical activity programs in lung cancer surgical patients at short and mid-term: A systematic review and meta-analysis. PATIENT EDUCATION AND COUNSELING 2024; 130:108454. [PMID: 39368436 DOI: 10.1016/j.pec.2024.108454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 09/20/2024] [Accepted: 09/24/2024] [Indexed: 10/07/2024]
Abstract
OBJECTIVE To assess the effects of proactive physical activity (PA) programs on lung cancer patients undergoing lung resection at short and mid-term. METHODS We conducted a literature search through MEDLINE, Science Direct, Web of Science, and the Cochrane Library (last search October 2023). The GRADE System and the Cochrane tool were applied to quality assessment. The included studies focused on the application of proactive PA interventions among lung cancer surgical patients compared to usual or standard care. We performed a meta-analysis addressing hospital stay, cancer-related symptoms, quality of life, and exercise capacity at short and mid-term. RESULTS We selected 9 studies, which included 798 lung cancer patients. Proactive interventions were applied in combination with respiratory training and exercise in most of the studies. The treatment status was heterogeneous. Significant results in favour of proactive interventions were observed for hospital stay, cancer-related symptoms, quality of life, and short and mid-term exercise capacity. CONCLUSIONS Proactive PA interventions showed positive effects for reducing length stay, enhancing exercise capacity at short and mid-term, alleviating cancer-related symptoms, and improving the quality of life for lung cancer surgical patients. PRACTICE IMPLICATIONS Proactive interventions can optimize the timing and setting of PA results around lung surgical treatment.
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Affiliation(s)
- Alejandro Heredia-Ciuró
- Department of Physiotherapy, Faculty of Health Sciences, University of Granada, Granada, Spain
| | - Julia Raya-Benítez
- Department of Nursing, Faculty of Health of Sciences, University of Granada, Granada, Spain
| | - Andrés Calvache-Mateo
- Department of Physiotherapy, Faculty of Health Sciences, University of Granada, Granada, Spain
| | - Javier Martín-Núñez
- Department of Physiotherapy, Faculty of Health Sciences, University of Granada, Granada, Spain
| | - Irene Cabrera-Martos
- Department of Physiotherapy, Faculty of Health Sciences, University of Granada, Granada, Spain
| | - Laura López-López
- Department of Physiotherapy, Faculty of Health Sciences, University of Granada, Granada, Spain.
| | - Marie Carmen Valenza
- Department of Physiotherapy, Faculty of Health Sciences, University of Granada, Granada, Spain
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Alshehri MA, Seyed MA, Panneerselvam C, Sayed SM, Shukry M. Mechanistic insights into Retama raetam's anti-proliferative and pro-apoptotic effects in A549 lung cancer cells: targeting PI3K/Akt pathway and ROS production. Toxicol Res (Camb) 2024; 13:tfae137. [PMID: 39233844 PMCID: PMC11368664 DOI: 10.1093/toxres/tfae137] [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: 04/30/2024] [Revised: 08/12/2024] [Accepted: 08/26/2024] [Indexed: 09/06/2024] Open
Abstract
Lung cancer, particularly non-small cell lung cancer (NSCLC), is a leading cause of cancer-related deaths worldwide. This study investigates the molecular mechanisms behind the anti-cancer effects of the tropical desert plant Retama raetam (R. raetam) on the A549 NSCLC cell line. The research examined R. raetam's anti-proliferative effects, cytotoxicity, apoptosis, reactive oxygen species (ROS) generation, mitochondrial membrane potential, and cell morphology in NSCLC A549 and L-132 cells. In addition, the influence of R. raetam on DNA fragmentation, apoptotic signaling, and PI3K/Akt pathways for its anti-cancer mechanism was examined. Our results indicated that R. raetam's effects were dose- and time-dependent to exhibit anti-proliferative effects on A549 cells. R. raetam treatment promoted apoptotic cell death cycle arrest, increased apoptotic cells, depolarized the mitochondrial membrane, and induced morphological alterations in cells and nuclei. It also inhibited A549 cell migration (P < 0.05), colonization, and invasiveness. Moreover, the study demonstrated that R. raetam treatment resulted in the upregulation of Bax expression, downregulation of Bcl-2 expression, and apoptotic fragmented DNA in A549 cells. The top five bioactive compounds derived from R. raetam exhibited molecular interactions that inhibit PIK3CA and AKT1. This inhibition leads to an increased frequency of apoptosis and subsequent death of cancer cells. Additionally, R. raetam extract induced an increase in ROS formation and cytochrome c levels, indicating that its toxic effects on A549 cells involve both ROS-dependent cytotoxicity through the disruption of mitochondrial transmembrane potential ΔΨm and ROS-independent cell cycle arrest through downregulation BCL-2, PARP, E-Cadherin, PI3K, and Akt expressions pathways.
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Affiliation(s)
- Mohammed Ali Alshehri
- Department of Biology, Faculty of Science, University of Tabuk, Tabuk 71491, Saudi Arabia
| | - Mohamed Ali Seyed
- Department of Biochemistry, Faculty of Science, University of Tabuk, Tabuk 71491, Saudi Arabia
| | - Chellasamy Panneerselvam
- Department of Biology, Faculty of Science, University of Tabuk, Tabuk 71491, Saudi Arabia
- Biodiversity Genomics Unit, Faculty of Science, University of Tabuk, Tabuk, 71491, Saudi Arabia
| | - Samy M Sayed
- Department of Economic Entomology and Pesticides, Faculty of Agriculture, Cairo University, Giza 12613, Egypt
| | - Mustafa Shukry
- Department of Physiology, Faculty of Veterinary Medicine, Kafrelsheikh University, Kafrelsheikh 33516, Egypt
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21
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Wagner G, Xie R, Donahue J, Wei B. The Relationship Between Nodal Metastases and Primary Location in Stage I Non-Small Cell Lung Cancer. J Surg Res 2024; 302:578-584. [PMID: 39181024 DOI: 10.1016/j.jss.2024.07.102] [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: 08/02/2023] [Revised: 03/25/2024] [Accepted: 07/28/2024] [Indexed: 08/27/2024]
Abstract
INTRODUCTION This study examines the relationship between location of the primary tumor and specific nodal metastases in clinical stage 1 non-small cell lung cancer (NSCLC) patients undergoing lobectomy. METHODS We retrospectively analyzed all lobectomies performed at a single institution, between January 2005 and December 2019, for clinical stage I NSCLC patients. Patients selected for this study were clinically node negative (cN0) by positron emission tomography-computed tomography scan and selectively by endobronchial ultrasound or mediastinoscopy. Cases of postoperative pathologic nodal upstaging were identified among these patients. For each patient upstaged, the specific lymph node stations found to be positive were recorded. Descriptive statistics, chi-squared tests, and Fisher's exact test were utilized to identify independent risk factors for upstaging to specific N1 and N2 lymph node stations. All clinical and pathologic staging information was retrospectively normalized to the International Association for the Study of Lung Cancer 8th Edition TNM Classification. RESULTS The research cohort included 645 patients. The mean age was 68 years (standard deviation ± 9.2), 54% were female, and 88% were White, 11% Black, and 1% other. Twelve percent (n = 75) were upstaged from cN0 to pN1 or pN2 upon final pathologic examination: 41 to pN1 (54.7%) and 34 to pN2 (45.3%). The primary tumor location with the highest rate of nodal upstaging was the left upper lobe (LUL) (12.8%). Tumors in the right middle lobe had the lowest rate of unsuspected nodal metastases (8.8%). Out of all upstaged patients, there were no positive level eight lymph nodes, and only 1 patient with a positive level nine lymph node. Lymph node levels five and six were only positive in LUL primary tumors, a relationship that approached statistical significance (P = 0.0797). No patients with a LUL primary tumor had a positive level seven lymph node. Upstaging at station 12 was significantly associated with the location of the primary tumor, occurring less often in tumors originating in the right upper lobe in comparison to other lobes (P = 0.0288). CONCLUSIONS We identified relationships between the location of a primary tumor and specific nodal upstaging in patients with clinical stage I NSCLC who undergo lobectomy. We found the following: 1) only 1 patient had a positive level eight or nine lymph node out of 645 patients; 2) only LUL primary tumors demonstrated upstaging to level five or six lymph nodes; and 3) right upper lobe tumors were significantly less likely to be associated with a positive level 12 lymph node.
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Affiliation(s)
- Grant Wagner
- School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Rongbing Xie
- Department of Surgery, Division of Cardiothoracic Surgery, University of Alabama at Birmingham, Birmingham, Alabama
| | - James Donahue
- Department of Surgery, Division of Cardiothoracic Surgery, University of Alabama at Birmingham, Birmingham, Alabama; Birmingham VA Health Care Center, Birmingham, Alabama
| | - Benjamin Wei
- Department of Surgery, Division of Cardiothoracic Surgery, University of Alabama at Birmingham, Birmingham, Alabama; Birmingham VA Health Care Center, Birmingham, Alabama.
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Shang Y, Zeng Y, Luo S, Wang Y, Yao J, Li M, Li X, Kui X, Wu H, Fan K, Li ZC, Zheng H, Li G, Liu J, Zhao W. Habitat Imaging With Tumoral and Peritumoral Radiomics for Prediction of Lung Adenocarcinoma Invasiveness on Preoperative Chest CT: A Multicenter Study. AJR Am J Roentgenol 2024; 223:e2431675. [PMID: 39140631 DOI: 10.2214/ajr.24.31675] [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] [Indexed: 08/15/2024]
Abstract
BACKGROUND. Tumor growth processes result in spatial heterogeneity, with the development of tumor subregions (i.e., habitats) having unique biologic characteristics. OBJECTIVE. The purpose of our study was to develop and validate a habitat model combining tumor and peritumoral radiomic features on chest CT for predicting invasiveness of lung adenocarcinoma. METHODS. This retrospective study included 1156 patients (mean age, 57.5 years; 464 men, 692 women), from three centers and a public dataset, who underwent chest CT before lung adenocarcinoma resection (variable date ranges across datasets). Patients from one center formed training (n = 500) and validation (n = 215) sets; patients from the other sources formed three external test sets (n = 249, 113, 79). For each patient, a single nodule was manually segmented on chest CT. The nodule segmentation was combined with an automatically generated 4-mm peritumoral region into a whole-volume volume of interest (VOI). A gaussian mixture model (GMM) identified voxel clusters with similar first-order energy across patients. GMM results were used to divide each patient's whole-volume VOI into multiple habitats, which were defined consistently across patients. Radiomic features were extracted from each habitat. After feature selection, a habitat model was developed for predicting invasiveness, with the use of pathologic assessment as a reference. An integrated model was constructed, combining features extracted from habitats and whole-volume VOIs. Model performance was evaluated, including in subgroups based on nodule density (pure ground-glass, part-solid, and solid). The code for habitat imaging and model construction is publicly available (https://github.com/Shangyoulan/Habitat/). RESULTS. Invasive cancer was diagnosed in 626 of 1156 patients. GMM identified four as the optimal number of voxel clusters and thus of per-patient tumor habitats. The habitat model had an AUC of 0.932 in the validation set and 0.881, 0.880, and 0.764 in the three external test sets. The integrated model had an AUC of 0.947 in the validation set and 0.936, 0.908, and 0.800 in the three external test sets. In the three external test sets combined, across nodule densities, AUCs for the habitat model were 0.836-0.869 and for the integrated model were 0.846-0.917. CONCLUSION. Habitat imaging combining tumoral and peritumoral radiomic features could help predict lung adenocarcinoma invasiveness. Prediction is improved when combining information on tumor subregions and the tumor overall. CLINICAL IMPACT. The findings may aid personalized preoperative assessments to guide clinical decision-making in lung adenocarcinoma.
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Affiliation(s)
- Youlan Shang
- Department of Radiology, The Second Xiangya Hospital, Central South University, N o. 139 Middle Remin Rd, Changsha 410011, China
| | - Ying Zeng
- Department of Radiology, Xiangtan Central Hospital, Xiangtan City, China
| | - Shiwei Luo
- Department of Radiology, The Second Xiangya Hospital, Central South University, N o. 139 Middle Remin Rd, Changsha 410011, China
| | - Yisong Wang
- Department of Radiology, The Second Xiangya Hospital, Central South University, N o. 139 Middle Remin Rd, Changsha 410011, China
| | - Jiaqi Yao
- Imaging Center, The Second Affiliated Hospital of Xinjiang Medical University, Urumuqi, China
| | - Ming Li
- Department of Radiology, Huadong Hospital Affiliated to Fudan University, Shanghai, China
| | - Xiaoying Li
- Department of Radiology, The Second Xiangya Hospital, Central South University, N o. 139 Middle Remin Rd, Changsha 410011, China
| | - Xiaoyan Kui
- School of Computer Science and Engineering, Central South University, Changsha, China
| | - Hao Wu
- School of Computer Science and Engineering, Central South University, Changsha, China
| | - Kangxu Fan
- School of Computer Science and Engineering, Central South University, Changsha, China
| | - Zhi-Cheng Li
- The Key Laboratory of Biomedical Imaging Science and System, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Hairong Zheng
- Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Ge Li
- Department of Radiology, Xiangya Hospital, Central South University, Changsha, China
| | - Jun Liu
- Department of Radiology, The Second Xiangya Hospital, Central South University, N o. 139 Middle Remin Rd, Changsha 410011, China
| | - Wei Zhao
- Department of Radiology, The Second Xiangya Hospital, Central South University, N o. 139 Middle Remin Rd, Changsha 410011, China
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Sun L, Zhang B, Li P, Fei G, Wang R. Application of target scanning combined with three-dimensional reconstruction in the diagnosis of early-stage lung adenocarcinoma. J Cancer 2024; 15:6016-6021. [PMID: 39440059 PMCID: PMC11493016 DOI: 10.7150/jca.92408] [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: 05/01/2024] [Accepted: 09/11/2024] [Indexed: 10/25/2024] Open
Abstract
Objective: This study aimed to assess the diagnostic value of target scanning combined with three-dimensional reconstruction in early-stage lung adenocarcinoma. Methods: A retrospective analysis was conducted on 2017 patients with pathologically confirmed early-stage lung adenocarcinoma who underwent thoracoscopic lobectomy at the First Affiliated Hospital of Anhui Medical University from September 2018 to May 2023. These patients were initially diagnosed using conventional spiral CT scanning, and the study explored the application of target scanning combined with three-dimensional reconstruction in the diagnosis of early-stage lung adenocarcinoma. Results: the pulmonary nodules were classified into three groups according to the pathological classification: Pre-Invasive lesion (PI), Microinvasive adenocarcinoma (MIA), and Invasive adenocarcinoma (IA), there were significant differences in the mean diameter of pulmonary nodules, the mean diameter of solid components, the proportion of solid components, pleural indentation, lobulation, spinous process, spiculation, and vascular convergence among the three groups. There were no significant differences between conventional spiral CT scanning and target scanning combined with three-dimensional reconstruction in terms of the number of cases with pure ground-glass nodules, mixed density nodules, pure solid nodules, the detection rate of vacuole signs, the CT value of the solid component and ground-glass component, and the maximum nodule diameter (P>0.05). However, target scanning combined with three-dimensional reconstruction detected a higher number of cases with lobulation signs, spinous process signs, pleural depression signs, burr signs, vessel convergence signs, and larger maximum diameters of the solid component compared to conventional spiral CT scanning (P<0.05). Conclusions: Target scanning combined with three-dimensional reconstruction provides more reliable imaging evidence for the diagnosis of early-stage lung adenocarcinoma, particularly in identifying specific signs and characterizing solid components.
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Affiliation(s)
| | | | | | - Guanghe Fei
- Department of Respiratory and Critical Care Medicine, the First Affiliated Hospital of Anhui Medical University, Hefei 230022, China
| | - Ran Wang
- Department of Respiratory and Critical Care Medicine, the First Affiliated Hospital of Anhui Medical University, Hefei 230022, China
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24
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Afifah NN, Permatasari LI, Diantini A, Intania R, Wijaya I, Obinata H, Barliana MI. Exploring Genetic Variants and Platinum Chemotherapy Response in Indonesian Non-Small Cell Lung Cancer Patients: Insights from ERCC2 rs13181. Onco Targets Ther 2024; 17:767-776. [PMID: 39319218 PMCID: PMC11421434 DOI: 10.2147/ott.s475219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2024] [Accepted: 09/08/2024] [Indexed: 09/26/2024] Open
Abstract
Purpose Individual responses to platinum-based treatment for Non-Small Cell Lung Cancer (NSCLC) are influenced by genetic polymorphisms, including Single Nucleotide Polymorphisms (SNPs). This study aimed to explore the role of ERCC2 in the Nucleotide Excision Repair (NER) pathway for platinum-based chemotherapy in NSCLC. While ERCC2 is widely studied, data for Southeast Asian populations are lacking. Addressing this gap could improve personalized treatment strategies for NSCLC in this demographic. Patients and Methods This study recruited 82 NSCLC patients with wildtype mutations of EGFR at Dr. H.A. Rotinsulu Lung Hospital, Bandung, and Dharmais Cancer Hospital, Jakarta. Data were collected prospectively from whole blood samples and medical records, while the effectiveness of chemotherapy was assessed by evaluating the response using RECIST 1.1 criteria on fourth cycle of chemotherapy. Results The results of this study showed the presence of genotype variation among the subjects, with frequency distribution as follows: AA genotype (82.9%), AC genotype (15.9%), and CC genotype (1.2%). The analysis of the association between ERCC2 rs13181 CC + AC versus AA with RECIST 1.1 yielded an odds ratio (OR) of 1.042 (95% CI: 0.292-3.715; p=0.950). A multivariate analysis that included cancer stage and chemotherapy regimen as additional variables produced an adjusted odds ratio (aOR) of 0.970 (95% CI: 0.263-3.568; p=0.963). Conclusion This study did not find statistically significant associations between ERCC2 rs13181 polymorphisms and chemotherapy responses. However, this research highlights the presence of genetic variation within the Indonesian population, with the AA genotype being the most prevalent, which may influence chemotherapy responses. The results provided preliminary data and lay the foundation for future comprehensive cohort observational investigations.
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Affiliation(s)
- Nadiya Nurul Afifah
- Department of Biological Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Bandung, Indonesia
- Department of Pharmacy, Faculty of Health Sciences, Universitas Esa Unggul, Jakarta, Indonesia
| | - Lanny Indah Permatasari
- Department of Biological Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Bandung, Indonesia
| | - Ajeng Diantini
- Department of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Bandung, Indonesia
| | - Ruri Intania
- Division of Pulmonology and Respiratory, Dr.H.A Rotinsulu, Lung Hospital, Bandung, Indonesia
| | - Indra Wijaya
- Division of Hematology and Medical Oncology, Department of Internal Medicine, Hasan Sadikin General Hospital, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
| | - Hideru Obinata
- Education and Research Support Center, Gunma University Graduate School of Medicine, Maebashi, Gunma, Japan
| | - Melisa Intan Barliana
- Department of Biological Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Bandung, Indonesia
- Center of Excellence for Pharmaceutical Care Innovation, Universitas Padjadjaran, Jatinangor, Indonesia
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25
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Yin L, Zhang Z, Yan Z, Yan Q. Multicenter cohort analysis of anoikis and EMT: implications for prognosis and therapy in lung adenocarcinoma. Discov Oncol 2024; 15:462. [PMID: 39298078 DOI: 10.1007/s12672-024-01293-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Accepted: 09/02/2024] [Indexed: 09/21/2024] Open
Abstract
BACKGROUND Anoikis and epithelial-mesenchymal transition (EMT) are pivotal in the distant metastasis of lung adenocarcinoma (LUAD). A detailed understanding of their interplay and the identification of key genes is vital for effective therapeutic strategies against LUAD metastasis. METHODS Key prognostic genes related to anoikis and EMT were identified through univariate Cox regression analysis. We utilized ten machine learning algorithms to develop the Anoikis and EMT-Related Optimal Model (AEOM). The TCGA-LUAD dataset served as the training cohort, while six additional international multicenter LUAD datasets were employed as validation cohorts. The average concordance index (c-index) was used to evaluate model performance and identify the most effective model. Subsequent multi-omics analyses were conducted to explore differences in pathway enrichment, immune infiltration, and mutation landscapes between high and low AEOM groups. Experimental validation demonstrated that RHPN2, a key biomarker within the model, acts as an oncogene facilitating LUAD progression. RESULTS The AEOM displayed superior prognostic predictive performance for LUAD patients, outperforming numerous previously published LUAD signatures. Biologically, the AEOM was notably associated with immune features; the high AEOM group exhibited decreased immune activity and a tendency towards immune-cold tumors, as well as a higher tumor mutational burden (TMB). Subgroup analysis revealed that the low AEOM + high TMB group had the most favorable prognosis. The high AEOM group was primarily enriched in cell cycle-related pathways, promoting cancer cell proliferation. RHPN2, a crucial gene within the AEOM (correlation = 0.85, P < 0.05), was linked to poorer prognosis in LUAD patients with elevated RHPN2 expression. Further in vitro experiments showed that RHPN2 modulates LUAD cell proliferation and invasion. CONCLUSION The AEOM provides a robust prognostic model for LUAD, uncovering critical immune and biological pathways, with RHPN2 identified as a key oncogenic driver. These findings offer valuable insights for targeted therapies and enhanced patient outcomes.
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Affiliation(s)
- Lu Yin
- School of Mathmatic and Information, Nanjing Normal University of Special Education, Nanjing, China
| | - Zhanshuo Zhang
- Department of Lung Cancer, Tianjin Lung Cancer Center, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Zhu Yan
- Department of Respiratory Diseases, The Affiliated Huai'an Hospital of Xuzhou Medical University, Huai'an Second People's Hospital, Huai'an, China.
| | - Qiuyue Yan
- Emergency Medicine Department, The Affiliated Huai'an Hospital of Yangzhou University, Huai'an Fifth People's Hospital, Huai'an, China.
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Manguinhas R, Serra PA, Gil N, Rosell R, Oliveira NG, Guedes RC. Novel DNA Repair Inhibitors Targeting XPG to Enhance Cisplatin Therapy in Non-Small Cell Lung Cancer: Insights from In Silico and Cell-Based Studies. Cancers (Basel) 2024; 16:3174. [PMID: 39335146 PMCID: PMC11430689 DOI: 10.3390/cancers16183174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 08/30/2024] [Accepted: 09/04/2024] [Indexed: 09/30/2024] Open
Abstract
NSCLC is marked by low survival and resistance to platinum-based chemotherapy. The XPG endonuclease has emerged as a promising biomarker for predicting the prognosis of cisplatin-treated patients and its downregulation having been reported to increase cisplatin efficacy. This study presents an integrated strategy for identifying small molecule inhibitors of XPG to improve cisplatin therapy in NSCLC. A structure-based virtual screening approach was adopted, including a structural and physicochemical analysis of the protein, and a library of small molecules with reported inhibitory activities was retrieved. This analysis identified Lys84 as a crucial residue for XPG activity by targeting its interaction with DNA. After molecular docking and virtual screening calculations, 61 small molecules were selected as potential XPG inhibitors, acquired from the ChemBridge database and then validated in H1299 cells, a NSCLC cell line exhibiting the highest ERCC5 expression. The MTS assay was performed as a first screening approach to determine whether these potential inhibitors could enhance cisplatin-induced cytotoxicity. Overall, among the eight compounds identified as the most promising, three of them revealed to significantly increase the impact of cisplatin. The inherent cytotoxicity of these compounds was further investigated in a non-tumoral lung cell line (BEAS-2B cells), which resulted in the identification of two non-cytotoxic candidates to be used in combination with cisplatin in order to improve its efficacy in NSCLC therapy.
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Affiliation(s)
- Rita Manguinhas
- Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, 1649-003 Lisboa, Portugal; (R.M.); (P.A.S.)
| | - Patrícia A. Serra
- Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, 1649-003 Lisboa, Portugal; (R.M.); (P.A.S.)
- Lung Unit, Champalimaud Clinical Centre (CCC), Champalimaud Foundation, 1400-038 Lisboa, Portugal;
- Egas Moniz Interdisciplinary Research Center, Instituto Universitário Egas Moniz, 2829-511 Caparica, Portugal
| | - Nuno Gil
- Lung Unit, Champalimaud Clinical Centre (CCC), Champalimaud Foundation, 1400-038 Lisboa, Portugal;
| | - Rafael Rosell
- Dr. Rosell Oncology Institute, 08028 Barcelona, Spain;
- Institute Germans Trias i Pujol, 08916 Badalona, Spain
| | - Nuno G. Oliveira
- Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, 1649-003 Lisboa, Portugal; (R.M.); (P.A.S.)
| | - Rita C. Guedes
- Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, 1649-003 Lisboa, Portugal; (R.M.); (P.A.S.)
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Xu L, Cao P, Wang J, Zhang P, Hu S, Cheng C, Wang H. IL-22: A key inflammatory mediator as a biomarker and potential therapeutic target for lung cancer. Heliyon 2024; 10:e35901. [PMID: 39263114 PMCID: PMC11387261 DOI: 10.1016/j.heliyon.2024.e35901] [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: 08/13/2023] [Revised: 08/05/2024] [Accepted: 08/06/2024] [Indexed: 09/13/2024] Open
Abstract
Lung cancer, one of the most prevalent cancers worldwide, stands as the primary cause of cancer-related deaths. As is well-known, the utmost crucial risk factor contributing to lung cancer is smoking. In recent years, remarkable progress has been made in treating lung cancer, particularly non-small cell lung cancer (NSCLC). Nevertheless, the absence of effective and accurate biomarkers for diagnosing and treating lung cancer remains a pressing issue. Interleukin 22 (IL-22) is a member of the IL-10 cytokine family. It exerts biological functions (including induction of proliferation and anti-apoptotic signaling pathways, enhancement of tissue regeneration and immunity defense) by binding to heterodimeric receptors containing type 1 receptor chain (R1) and type 2 receptor chain (R2). IL-22 has been identified as a pro-cancer factor since dysregulation of the IL-22-IL-22R system has been implicated in the development of different cancers, including lung, breast, gastric, pancreatic, and colon cancers. In this review, we discuss the differential expression, regulatory role, and potential clinical significance of IL-22 in lung cancer, while shedding light on innovative approaches for the future.
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Affiliation(s)
- Ling Xu
- Department of Interventional Pulmonary Diseases, The Anhui Chest Hospital, Hefei, China
| | - Peng Cao
- Department of Interventional Pulmonary Diseases, The Anhui Chest Hospital, Hefei, China
| | - Jianpeng Wang
- First Clinical Medical College, Anhui Medical University, Hefei, Anhui, China
| | - Peng Zhang
- Department of Interventional Pulmonary Diseases, The Anhui Chest Hospital, Hefei, China
| | - Shuhui Hu
- Department of Interventional Pulmonary Diseases, The Anhui Chest Hospital, Hefei, China
| | - Chao Cheng
- Department of Interventional Pulmonary Diseases, The Anhui Chest Hospital, Hefei, China
| | - Hua Wang
- Department of Oncology, The First Affiliated Hospital of Anhui Medical University, Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, Anhui Medical University, Hefei, China
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Khambholja K, Gehani M, Kothari R, Marulkar S. Prognostic value of tumour-associated regulatory T-cells as a biomarker in non-small cell lung cancer: a systematic review and meta-analysis. Syst Rev 2024; 13:233. [PMID: 39272135 PMCID: PMC11401299 DOI: 10.1186/s13643-024-02642-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Accepted: 08/20/2024] [Indexed: 09/15/2024] Open
Abstract
BACKGROUND Tumour, nodes, and metastases (TNM) staging has been deficient in prognosticating in patients suffering from non-small cell lung cancer (NSCLC). To supplement TNM staging, this systematic review and meta-analysis aimed to evaluate the prognostic value of the regulatory T cells (Treg). METHODS A keyword search was conducted in MEDLINE and EMBASE for full-text original human studies from any region published in English during the last 12 years. Eligible for inclusion were studies evaluating the prognostic value of the number of Treg cells in NSCLC except case studies, case series, systematic reviews, and meta-analyses. Two reviewers (one reviewer used an automation tool) independently screened the studies and assessed risk-of-bias using the Quality in Prognosis Studies (QUIPS) tool. Meta-analysis was done for studies reporting significant multivariate hazard ratio (HR). RESULTS Out of 809 retrievals, 24 studies were included in the final review. The low number of Treg cells was found significantly associated with improved overall survival (pooled log OR, 1.646; 95% CI, 1.349, 1.944; p (2-tailed) < .001; SE, 0.1217), improved recurrence-free survival (HR, 1.99; 95% CI, 1.15, 3.46; p = .01), improved progression-free survival (pooled log OR, 2.231; 95% CI, 0.424, 4.038; p (2-tailed) .034; SE, 0.4200), and worse disease-free survival (pooled log OR, 0.992; 95% CI, 0.820, 1.163; p (2-tailed) .009; SE, 0.0135), especially when identified by forkhead box P3 (FOXP3), in any stage or non-metastatic NSCLC. CONCLUSION A low number of Treg cells indicated better survival, suggesting its potential use as a prognostic biomarker in NSCLC. SYSTEMATIC REVIEW REGISTRATION The protocol of this review was prospectively registered on PROSPERO on August 28, 2021, and was assigned the registration number CRD42021270598. The protocol can be accessed from PROSPERO website.
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Affiliation(s)
- Kapil Khambholja
- Department of Medical Writing, Catalyst Clinical Research, 2528 Independence Blvd, Suite 100, Wilmington, NC, 28412, USA
| | - Manish Gehani
- Department of Biological Sciences, Birla Institute of Technology and Science, Pilani-Hyderabad Campus, Jawahar Nagar, Shameerpet Mandal, Hyderabad, Telangana, 500078, India.
| | - Rushabh Kothari
- Medical Oncology Department, Narayana Multispecialty Hospital, Opposite Police Station, Near Chakudiya Mahadev, Rakhial, Ahmedabad, Gujarat, 380023, India
| | - Sachin Marulkar
- Catalyst Clinical Research, 2528 Independence Blvd, Suite 100, Wilmington, NC, 28412, USA
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Cui Y, Zhou X, Zheng D, Zhu Y. Validation of endoplasmic reticulum stress-related gene signature to predict prognosis and immune landscape of patients with non-small cell lung cancer. Technol Health Care 2024:THC241059. [PMID: 39331119 DOI: 10.3233/thc-241059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/28/2024]
Abstract
BACKGROUND Lung cancer is one of the most common cancers worldwide, with the incidence increasing each year. It is crucial to improve the prognosis of patients who have lung cancer. Non-Small Cell Lung Cancer (NSCLC) accounts for the majority of lung cancer. Though its prognostic significance in NSCLC has not been often documented, Endoplasmic Reticulum (ER) stress has been identified to be implicated in tumour malignant behaviours and resistance to treatment. OBJECTIVE This work aimed to develop a gene profile linked to ER stress that could be applied to predictive and risk assessment for non-small cell lung cancer. METHODS Data from 1014 NSCLC patients were sourced from The Cancer Genome Atlas (TCGA) database, integrating clinical and Ribonucleic Acid (RNA) information. Diverse analytical techniques were utilized to identify ERS-associated genes associated with patients' prognoses. These techniques included Kaplan-Meier analysis, univariate Cox regression, Least Absolute Shrinkage and Selection Operator regression analysis (LASSO) regression, and Pearson correlation analysis. Using a risk score model obtained from multivariate Cox analysis, a nomogram was created and validated to classify patients into high- and low-risk groups. The study employed the CIBERSORT algorithm and Single-Sample Gene Set Eenrichment Analysis (ssGSEA) to investigate the tumour immune microenvironment. We used the Genomics of Drug Sensitivity in Cancer (GDSC) database and R tools to identify medicines that could be responsive. RESULTS Four genes - FABP5, C5AR1, CTSL, and LTA4H - were chosen to create the risk model. Overall Survival (OS) was considerably lower (P< 0.05) in the high-risk group. When it came to predictive accuracy, the risk model outperformed clinical considerations. Several medication types that are sensitive to high-risk groups were chosen. CONCLUSION Our study has produced a gene signature associated with ER stress that may be employed to forecast the prognosis and therapeutic response of non-small cell lung cancer patients.
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Affiliation(s)
- Yingying Cui
- College of Basic Medicine, Zhengzhou University, Henan, China
- Charité-Universitäts Medizin Berlin, Berlin, Germany
| | - Xiaoli Zhou
- College of Basic Medicine, Zhengzhou University, Henan, China
| | - Dan Zheng
- College of Basic Medicine, Zhengzhou University, Henan, China
| | - Yumei Zhu
- College of Basic Medicine, Zhengzhou University, Henan, China
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Wu X, Wu Z, Xie Z, Huang H, Wang Y, Lv K, Yang H, Liu X. The role of EMG1 in lung adenocarcinoma progression: Implications for prognosis and immune cell infiltration. Int Immunopharmacol 2024; 138:112553. [PMID: 38943975 DOI: 10.1016/j.intimp.2024.112553] [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: 03/31/2024] [Revised: 06/20/2024] [Accepted: 06/21/2024] [Indexed: 07/01/2024]
Abstract
BACKGROUND AND AIMS Lung adenocarcinoma (LUAD) is the most common and aggressive cancer with a high incidence. N1-specific pseudouridine methyltransferase (EMG1), a highly conserved nucleolus protein, plays an important role in the biological development of ribosomes. However, the role of EMG1 in the progression of LUAD is still unclear. METHODS The expression of EMG1 in LUAD cells, and LUAD tissues, and adjacent noncancerous tissues was quantified using real-time polymerase chain reaction (PCR) and western blotting. The roles of EMG1 in LUAD cell proliferation, migration, invasion and tumorigenicity were explored in vitro and in vivo. Western blot analysis to underlying molecular mechanism of EMG1 regulating the biological function of LUAD. EMG1 expression and its impact on tumor prognosis were analyzed using a range of databases including GEPIA, UALCAN, cBioPortal, LinkedOmics, and Kaplan-Meier Plotter. RESULTS EMG1 expression was elevated in LUAD patients compared to normal tissues, and EMG1 expression was strongly correlated with prognosis in LUAD patients. EMG1 expression correlated with age, gender, N stage, T stage, and pathologic stage. EMG1 expression was strongly positively correlated with MRPL51, PHB2, SNRPG, ATP5MD, and TPI1, and strongly negatively correlated with MACF1, DOCK9, RAPGEF2, SYNJ1, and KIDINS220, the major enrichment pathways for EMG1 and related genes include Cell cycle, DNA Replication and Pathways in cancer signaling pathways. EMG1 expression level was significantly increased in LUAD cell lines and tissues. Knockdown of EMG1 could inhibit LUAD cell proliferation, migration, invasion, and tumorigenicity. Besides, EMG1 overexpression could promote LUAD cell proliferation, migration, and invasion. High expression of EMG1 predicts poor prognosis in LUAD patients, and EMG1 may play an oncogenic role in the tumor microenvironment by participating in the infiltration of LUAD immune cells. CONCLUSIONS EMG1 regulated various functions in LUAD by directly mediating Akt/mTOR/p70s6k signaling pathways activation. The results suggest that EMG1 may be a novel biomarker for assessing prognosis and immune cell infiltration in LUAD.
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Affiliation(s)
- Xingwei Wu
- Anhui Province Key Laboratory of Non-coding RNA Basic and Clinical Transformation (Wannan Medical College), Wuhu 241001, Anhui, China; Key Laboratory of Non-coding RNA Transformation Research of Anhui Higher Education Institution (Wannan Medical College), Wuhu 241001, Anhui, China; Central Laboratory, Yijishan Hospital, The First Affiliated Hospital of Wannan Medical College, Wuhu 241001, Anhui, China; Non-coding RNA Research Center of Wannan Medical College, Wuhu, Anhui 241001, China; Clinical Research Center for Critical Respiratory Medicine of Anhui Province, Yijishan Hospital, The First Affiliated Hospital of Wannan Medical College, Wuhu 241001, Anhui, China
| | - Zhenguo Wu
- Anhui Province Key Laboratory of Non-coding RNA Basic and Clinical Transformation (Wannan Medical College), Wuhu 241001, Anhui, China; Key Laboratory of Non-coding RNA Transformation Research of Anhui Higher Education Institution (Wannan Medical College), Wuhu 241001, Anhui, China; Central Laboratory, Yijishan Hospital, The First Affiliated Hospital of Wannan Medical College, Wuhu 241001, Anhui, China; Non-coding RNA Research Center of Wannan Medical College, Wuhu, Anhui 241001, China; Clinical Research Center for Critical Respiratory Medicine of Anhui Province, Yijishan Hospital, The First Affiliated Hospital of Wannan Medical College, Wuhu 241001, Anhui, China
| | - Zehang Xie
- Anhui Province Key Laboratory of Non-coding RNA Basic and Clinical Transformation (Wannan Medical College), Wuhu 241001, Anhui, China; Key Laboratory of Non-coding RNA Transformation Research of Anhui Higher Education Institution (Wannan Medical College), Wuhu 241001, Anhui, China; Central Laboratory, Yijishan Hospital, The First Affiliated Hospital of Wannan Medical College, Wuhu 241001, Anhui, China; Non-coding RNA Research Center of Wannan Medical College, Wuhu, Anhui 241001, China; Clinical Research Center for Critical Respiratory Medicine of Anhui Province, Yijishan Hospital, The First Affiliated Hospital of Wannan Medical College, Wuhu 241001, Anhui, China
| | - Haoyu Huang
- Anhui Province Key Laboratory of Non-coding RNA Basic and Clinical Transformation (Wannan Medical College), Wuhu 241001, Anhui, China; Key Laboratory of Non-coding RNA Transformation Research of Anhui Higher Education Institution (Wannan Medical College), Wuhu 241001, Anhui, China; Central Laboratory, Yijishan Hospital, The First Affiliated Hospital of Wannan Medical College, Wuhu 241001, Anhui, China; Non-coding RNA Research Center of Wannan Medical College, Wuhu, Anhui 241001, China; Clinical Research Center for Critical Respiratory Medicine of Anhui Province, Yijishan Hospital, The First Affiliated Hospital of Wannan Medical College, Wuhu 241001, Anhui, China
| | - Yingying Wang
- Anhui Province Key Laboratory of Non-coding RNA Basic and Clinical Transformation (Wannan Medical College), Wuhu 241001, Anhui, China; Key Laboratory of Non-coding RNA Transformation Research of Anhui Higher Education Institution (Wannan Medical College), Wuhu 241001, Anhui, China; Clinical Research Center for Critical Respiratory Medicine of Anhui Province, Yijishan Hospital, The First Affiliated Hospital of Wannan Medical College, Wuhu 241001, Anhui, China; Department of Nuclear Medicine, Yijishan Hospital, The First Affiliated Hospital of Wannan Medical College, Wuhu, Anhui 241001, China
| | - Kun Lv
- Anhui Province Key Laboratory of Non-coding RNA Basic and Clinical Transformation (Wannan Medical College), Wuhu 241001, Anhui, China; Key Laboratory of Non-coding RNA Transformation Research of Anhui Higher Education Institution (Wannan Medical College), Wuhu 241001, Anhui, China; Central Laboratory, Yijishan Hospital, The First Affiliated Hospital of Wannan Medical College, Wuhu 241001, Anhui, China; Non-coding RNA Research Center of Wannan Medical College, Wuhu, Anhui 241001, China; Clinical Research Center for Critical Respiratory Medicine of Anhui Province, Yijishan Hospital, The First Affiliated Hospital of Wannan Medical College, Wuhu 241001, Anhui, China.
| | - Hui Yang
- Anhui Province Key Laboratory of Non-coding RNA Basic and Clinical Transformation (Wannan Medical College), Wuhu 241001, Anhui, China; Key Laboratory of Non-coding RNA Transformation Research of Anhui Higher Education Institution (Wannan Medical College), Wuhu 241001, Anhui, China; Central Laboratory, Yijishan Hospital, The First Affiliated Hospital of Wannan Medical College, Wuhu 241001, Anhui, China; Non-coding RNA Research Center of Wannan Medical College, Wuhu, Anhui 241001, China; Clinical Research Center for Critical Respiratory Medicine of Anhui Province, Yijishan Hospital, The First Affiliated Hospital of Wannan Medical College, Wuhu 241001, Anhui, China.
| | - Xiaocen Liu
- Anhui Province Key Laboratory of Non-coding RNA Basic and Clinical Transformation (Wannan Medical College), Wuhu 241001, Anhui, China; Key Laboratory of Non-coding RNA Transformation Research of Anhui Higher Education Institution (Wannan Medical College), Wuhu 241001, Anhui, China; Clinical Research Center for Critical Respiratory Medicine of Anhui Province, Yijishan Hospital, The First Affiliated Hospital of Wannan Medical College, Wuhu 241001, Anhui, China; Department of Nuclear Medicine, Yijishan Hospital, The First Affiliated Hospital of Wannan Medical College, Wuhu, Anhui 241001, China.
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Cedzyński M, Świerzko AS. The Role of Pulmonary Collectins, Surfactant Protein A (SP-A) and Surfactant Protein D (SP-D) in Cancer. Cancers (Basel) 2024; 16:3116. [PMID: 39335088 PMCID: PMC11430738 DOI: 10.3390/cancers16183116] [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: 07/25/2024] [Revised: 08/29/2024] [Accepted: 09/06/2024] [Indexed: 09/30/2024] Open
Abstract
Surfactant proteins A and D (SP-A and SP-D) belong to the collectin subfamily of C-type oligomeric lectins. They are pattern-recognition molecules (PRMs), able to recognise pathogen- or danger-associated molecular patterns (PAMPs, DAMPs) in the presence of Ca2+ cations. That property enables opsonisation or agglutination of non-self or altered/abnormal self cells and contributes to their clearance. Like other collectins, SP-A and SP-D are characterised by the presence of four distinct domains: a cysteine-rich domain (at the N-terminus), a collagen-like region, an α-helical neck domain and a globular carbohydrate-recognition domain (CRD) (at the C-terminus). Pulmonary surfactant is a lipoprotein complex, preventing alveolar collapse by reducing surface tension at the air-liquid interface. SP-A and SP-D, produced by type II alveolar epithelial cells and Clara cells, are not only pattern-recognition molecules but also contribute to the surfactant structure and homeostasis. Moreover, they are expressed in a variety of extrapulmonary sites where they are involved in local immunity. The term "cancer" includes a variety of diseases: tumours start from uncontrolled growth of abnormal cells in any tissue which may further spread to other sites of the body. Many cancers are incurable, difficult to diagnose and often fatal. This short review summarises anti- and pro-tumorigenic associations of SP-A and SP-D as well as perspectives of their usefulness in cancer diagnosis and therapy.
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Affiliation(s)
- Maciej Cedzyński
- Laboratory of Immunobiology of Infections, Institute of Medical Biology, Polish Academy of Sciences, Lodowa 106, 93-232 Łódź, Poland
| | - Anna S Świerzko
- Laboratory of Immunobiology of Infections, Institute of Medical Biology, Polish Academy of Sciences, Lodowa 106, 93-232 Łódź, Poland
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Marrett E, Kwong WJ, Song J, Manceur A, Sendhill S, Wu E. Treatment Patterns and Resource Use After Osimertinib Discontinuation in Patients with EGFR + Metastatic NSCLC. Oncol Ther 2024; 12:549-563. [PMID: 39080178 PMCID: PMC11333428 DOI: 10.1007/s40487-024-00292-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 07/02/2024] [Indexed: 08/20/2024] Open
Abstract
INTRODUCTION Current treatment guidelines for patients with epidermal growth factor receptor (EGFR)-mutated metastatic non-small cell lung cancer (mNSCLC) recommend EGFR tyrosine kinase inhibitors (TKIs) as the standard of care for first-line treatment, with third-generation osimertinib the preferred choice. However, most patients develop resistance to targeted therapy, and subsequent systemic chemotherapy is recommended. The aim of this study was to characterize the subsequent line of therapy (LOT) following osimertinib in patients with EGFR-mNSCLC. METHODS Medical and pharmacy claims of adults who initiated a subsequent LOT (index) after initial osimertinib discontinuation between November 2015 and September 2019 were analyzed retrospectively. RESULTS A total of 135 patients met the inclusion criteria. After metastatic diagnosis, 22.2% and 49.6% of patients were treated with osimertinib in the first and second line, respectively. After osimertinib discontinuation, most patients were treated with a platinum-based chemotherapy regimen (57%), of which 40.3% included immuno-oncology therapy. Reuse or continuation of EGFR TKIs was also common (24%). Overall, the median time to treatment discontinuation for the index LOT was 2.4 months. Proportions of patients with ≥ 1 inpatient or emergency department visit were 31.9% and 35.6%, respectively. CONCLUSIONS The duration of the LOT following osimertinib was short and associated with tolerability issues underscoring a high unmet need for new therapies to address EGFR TKI resistance.
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Affiliation(s)
- Elizabeth Marrett
- Health Economic and Outcomes Research, Daiichi Sankyo, Inc., 211 Mount Airy Road, Basking Ridge, NJ, 07920, USA.
| | - Winghan Jacqueline Kwong
- Health Economic and Outcomes Research, Daiichi Sankyo, Inc., 211 Mount Airy Road, Basking Ridge, NJ, 07920, USA
| | | | | | | | - Eric Wu
- Analysis Group, Boston, MA, USA
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Ilikci-Sagkan R, Fatma Akin D, Liman R, Muddassir Ali M. In silico analysis of DEL-1 and inflammation-related genes in lung squamous cell carcinoma. Immunobiology 2024; 229:152838. [PMID: 39089131 DOI: 10.1016/j.imbio.2024.152838] [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: 08/06/2023] [Revised: 07/22/2024] [Accepted: 07/25/2024] [Indexed: 08/03/2024]
Abstract
AIM Twenty to thirty percent of non-small cell lung cancers (NSCLC) are caused by lung squamous cell carcinoma (LUSC), especially in smokers and there has been limited study previously evaluating the situation in terms of the genome and gene expression profile, which demonstrates the relationship among DEL-1, leucocyte recruitment, and pro-inflammatory cytokines in LUSC. MATERIAL AND METHODS In the current study, the m-RNA expression patterns and mutation profiles of our target genes, such as, pro-inflammatory cytokines, chemoattractant molecules, and DEL-1 genes, in 511 LUSC patients. To find the harmful mutations, the PolyPhen-2 and SNAP programs were employed. Not only gene expression was detected, but also survival analysis and correlation between DEL-1 and other target genes' expression levels were explored too. RESULTS Target genes such as, DEL-1, TNF, IL-18, IL-1, CXCL8, CXCL13, and IL-6 were found to have a total genetic anomaly carrying rate of 16.4%. Seven mutations were found, and two of those mutations have a pathogenic aspect. Deep deletion and gene amplification of the genetic anomalies were also observed. According to gene expression analysis results in the LUSC patient group; DEL-1 and IL-6 levels were significantly lower than those of the control group, whereas the CXCL13 level was found to be higher. CONCLUSION Findings of the current study revealed that, there is a significant role of DEL-1 in LUSC pathogenesis. Since present study is an in silico-centered study, this approach can give more insight on experimental studies. These events may support that one of the cancer improvement mechanisms depending on DEL-1 gene at the molecular level.
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Affiliation(s)
- Rahsan Ilikci-Sagkan
- Uşak University, School of Medicine, Department of Medical Biology, Uşak, Türkiye.
| | - Dilara Fatma Akin
- Nigde Omer Halisdemir University, School of Medicine, Department of Medical Biology, Niğde, Türkiye
| | - Recep Liman
- Uşak University, Faculty of Engineering and Natural Sciences, Department of Molecular Biology and Genetic, Uşak, Türkiye
| | - Muhammad Muddassir Ali
- Institute of Biochemistry and Biotechnology, University of Veterinary and Animal Sciences, Lahore, Pakistan.
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Wang J, Wang J, Zhang J, Gong H, Li J, Song Y, Huang Y, Ma B, Gu W, Yang R. Association between the methylations of RUNX3 in peripheral blood and lung cancer: a case-control study. Biomarkers 2024; 29:343-351. [PMID: 38923933 DOI: 10.1080/1354750x.2024.2373714] [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: 02/06/2024] [Accepted: 06/24/2024] [Indexed: 06/28/2024]
Abstract
BACKGROUND RUNX3 is hypermethylated in multiple cancers. TIMP2 also functions as a regulator of tumors. However, there are only very few reports on the association of methylation of RUNX3 and TIMP2 with lung cancer (LC) in peripheral blood. METHODS 426 LC patients and 428 age- and sex-matched healthy controls were recruited. DNA methylation in blood was semi-quantitively assessed by mass spectrometry. For the association analysis, binary logistic regression analysis adjusted covariant was applied, and ORs were presented as per +10% methylation. RESULTS Hypermethylation of CpG_1, CpG_5 and CpG_8 in RUNX3 was significantly associated with LC (ORs = 1.45, 1.35 and 1.35, respectively, adjusted p < 0.05), and even stage I LC. The association between the three RUNX3 CpG sites and LC was enhanced by increased age (> 55 years, ORs ranged from 1.43 to 1.75, adjusted p < 0.05), male gender (ORs ranged from 1.47 to 1.59, adjusted p < 0.05) and tumor stage (stage II&III&IV, ORs ranged from 1.86 to 3.03, adjusted p < 0.05). CONCLUSIONS This study suggests a significant association between blood-based RUNX3 hypermethylation and LC, especially in elder people, in males and in LC patients with advanced stage.
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Affiliation(s)
- Jun Wang
- Research and Development Department, TANTICA Biotechnology (Shanghai) Co., Ltd, Shanghai, China
| | - Jue Wang
- Research and Development Department, TANTICA Biotechnology (Shanghai) Co., Ltd, Shanghai, China
| | - Jie Zhang
- Department of Clinical Laboratory, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Haixia Gong
- Department of Respiratory and Sleep Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jinchang Li
- Department of Clinical Laboratory, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Yakang Song
- Research and Development Department, TANTICA Biotechnology (Shanghai) Co., Ltd, Shanghai, China
| | - Yuyang Huang
- Department of Respiratory and Sleep Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Boyue Ma
- Department of Respiratory and Sleep Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Wanjian Gu
- Department of Clinical Laboratory, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Rongxi Yang
- Research and Development Department, TANTICA Biotechnology (Shanghai) Co., Ltd, Shanghai, China
- Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China
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Jiang S, Yang A, Yang F, Zhu X, Chen X, Li Z, Yao Y, Xu S, Yang Z, Mo N, Zhong G, Bai W, Zhao L, Zhang X, Shen X. The Geriatric Nutritional Risk Index as a prognostic factor in patients treated with immune checkpoint inhibitors with non-small-cell lung cancer. J Thorac Dis 2024; 16:5222-5237. [PMID: 39268123 PMCID: PMC11388237 DOI: 10.21037/jtd-24-436] [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: 03/27/2024] [Accepted: 07/05/2024] [Indexed: 09/15/2024]
Abstract
Background Globally, non-small cell lung cancer (NSCLC) is a leading factor in cancer-related mortality. Additionally, the Geriatric Nutritional Risk Index (GNRI) has been assessed as a predictive and prognostic indicator in various types of carcinomas. Our study aims to assess the prognostic importance of GNRI computed at diagnosis in NSCLC patients receiving immune checkpoint inhibitors (ICIs). Methods The study evaluated 148 patients who underwent immunotherapy for NSCLC from January 1, 2018, through December 31, 2021, retrospectively. Patients combined with other malignant tumors or severe comorbidities were excluded from the study. The receiver operating characteristic (ROC) curve was employed in regulating the ideal cutoff worth of GNRI. Survival outcomes were evaluated through Kaplan-Meier analysis. Following this, both univariate and multivariate analyses were conducted utilizing Cox regression analysis to identify any potential factors that may influence the survival outcomes. Results The cutoff point for GNRI was 108.15 [area under the curve (AUC) =0.575, P=0.048]. Further analysis using the Kaplan-Meier method demonstrated that individuals in the high GNRI group had significantly longer progression-free survival (PFS) and overall survival (OS) compared to those in the low GNRI group (P=0.02, P=0.01). The further stratified study showed that GNRI had greater predictive value in tumor node metastasis (TNM) stage II-III and elderly (age ≥65 years) NSCLC patients undergoing ICI therapy. The multivariate Cox regression analysis indicated that GNRI [hazard ratio (HR): 0.536, P=0.03], obesity (HR: 16.283, P<0.001), and surgical history (HR: 0.305, P<0.001) were associated with poorer survival rates. Conclusions Among patients undergoing ICI therapy for NSCLC, GNRI is an effective independent prognostic indicator, and a high GNRI at diagnosis is substantially related with longer PFS and OS. The incorporation of GNRI in pre-treatment evaluations within clinical settings is beneficial.
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Affiliation(s)
- Shuai Jiang
- Department of Thoracic Surgery, Huadong Hospital Affiliated to Fudan University, Shanghai, China
| | - An Yang
- Department of Anesthesiology, Heilongjiang Provincial Hospital, Harbin, China
| | - Fuzhi Yang
- Department of Thoracic Surgery, Huadong Hospital Affiliated to Fudan University, Shanghai, China
| | - Xunxia Zhu
- Department of Thoracic Surgery, Huadong Hospital Affiliated to Fudan University, Shanghai, China
| | - Xiaoyu Chen
- Department of Thoracic Surgery, Huadong Hospital Affiliated to Fudan University, Shanghai, China
| | - Zheng Li
- Department of Thoracic Surgery, Huadong Hospital Affiliated to Fudan University, Shanghai, China
| | - Yuanshan Yao
- Shanghai Key Laboratory of Clinical Geriatric Medicine, Huadong Hospital Affiliated to Fudan University, Shanghai, China
| | - Shangwei Xu
- Shanghai Key Laboratory of Clinical Geriatric Medicine, Huadong Hospital Affiliated to Fudan University, Shanghai, China
| | - Zhengyao Yang
- Department of Thoracic Surgery, Huadong Hospital Affiliated to Fudan University, Shanghai, China
| | - Nianping Mo
- Department of Thoracic Surgery, Huadong Hospital Affiliated to Fudan University, Shanghai, China
| | - Gang Zhong
- Department of Thoracic Surgery, Huadong Hospital Affiliated to Fudan University, Shanghai, China
| | - Weiting Bai
- Department of Thoracic Surgery, Huadong Hospital Affiliated to Fudan University, Shanghai, China
| | - Liting Zhao
- Department of Thoracic Surgery, Huadong Hospital Affiliated to Fudan University, Shanghai, China
| | - Xuelin Zhang
- Department of Thoracic Surgery, Huadong Hospital Affiliated to Fudan University, Shanghai, China
| | - Xiaoyong Shen
- Department of Thoracic Surgery, Huadong Hospital Affiliated to Fudan University, Shanghai, China
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Shen X, Xie J, Liu S, Cai Y, Yuan S, Uehara Y, Zhu D, Zheng M. Anoikis-related subtype and prognosis analyses based on bioinformatics, and an expression verification of ANGPTL4 based on experiments of lung adenocarcinoma. J Thorac Dis 2024; 16:5361-5378. [PMID: 39268091 PMCID: PMC11388259 DOI: 10.21037/jtd-24-1123] [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: 07/15/2024] [Accepted: 08/21/2024] [Indexed: 09/15/2024]
Abstract
Background Lung adenocarcinoma (LUAD) is one of the most common malignant tumors with high mortality. Anoikis resistance is an important mechanism of tumor cell proliferation and migration. Our research is devoted to exploring the role of anoikis in the diagnosis, classification, and prognosis of LUAD. Methods We downloaded the expression profile, mutation, and clinical data of LUAD from The Cancer Genome Atlas (TCGA) database. The "ConsensusClusterPlus" package was then used for the cluster analysis, and least absolute shrinkage and selection operator (LASSO) and multivariate Cox regression analyses were used to establish the prognostic model. We verified the reliability of the model using a Gene Expression Omnibus (GEO) data set. A gene set variation analysis (GSVA) was conducted to investigate the functional enrichment differences in the different clusters and risk groups. The CIBERSORT algorithm and a single-sample gene set enrichment analysis (ssGSEA) were used to analyze immune cell infiltration. The tumor mutation burden (TMB) and Tumor Immune Dysfunction and Exclusion (TIDE) scores were used to evaluate the patients' sensitivity to immunotherapy. Immunohistochemical staining of tissue microarrays was used to verify the correlation between ANGPTL4 expression and the clinicopathological characteristics and prognosis of LUAD patients. Results First, we screened 135 differentially expressed anoikis-related genes (ARGs) and 23 prognosis-related ARGs from TCGA-LUAD data set. Next, 494 LUAD samples were allocated to cluster A and cluster B based on the 23 prognosis-related ARGs. The Kaplan-Meier (K-M) analysis showed the overall survival (OS) of cluster B was better than that of cluster A. The clinicopathological characteristics and functional enrichment analyses revealed significant differences between clusters A and B. The tumor microenvironment (TME) analysis showed that cluster B had more immune cell infiltration and a higher TME score than cluster A. Subsequently, a LASSO Cox regression model of LUAD was constructed with ten ARGs. The K-M analysis showed that the low-risk patients had longer OS than the high-risk patients. The receiver operating characteristic curve, nomogram, and GEO data set verification results showed that the model had high accuracy and reliability. The level of immune cell infiltration and TME score were higher in the low-risk group than the high-risk group. The high-risk group had stronger sensitivity to immune checkpoint block therapy and weaker sensitivity to chemotherapy drugs than the low-risk group. ANGPTL4 expression was correlated with stage, tumor differentiation, tumor size, lymph node metastasis, and OS. Conclusions We discovered novel molecular subtypes and constructed a novel prognostic model of LUAD. Our findings provide important insights into subtype classification and the accurate survival prediction of LUAD. We also identified ANGPTL4 as a prognostic indicator of LUAD.
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Affiliation(s)
- Xiaojian Shen
- Department of Pathology, The People's Hospital of Rugao, Rugao Hospital Affiliated to Nantong University, Rugao, China
| | - Jing Xie
- Department of Pathology, The People's Hospital of Rugao, Rugao Hospital Affiliated to Nantong University, Rugao, China
| | - Shu Liu
- Department of Pathology, The People's Hospital of Rugao, Rugao Hospital Affiliated to Nantong University, Rugao, China
| | - Yun Cai
- Department of Pathology, The People's Hospital of Rugao, Rugao Hospital Affiliated to Nantong University, Rugao, China
| | - Shen Yuan
- Department of Pathology, The People's Hospital of Rugao, Rugao Hospital Affiliated to Nantong University, Rugao, China
| | - Yuji Uehara
- Department of Thoracic Oncology and Respiratory Medicine, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, Honkomagoame, Tokyo, Japan
- Division of Cancer Evolution, National Cancer Center Japan Research Institute, Tokyo, Japan
| | - Dongbing Zhu
- Department of Pathology, The People's Hospital of Rugao, Rugao Hospital Affiliated to Nantong University, Rugao, China
| | - Miaosen Zheng
- Department of Pathology, The People's Hospital of Rugao, Rugao Hospital Affiliated to Nantong University, Rugao, China
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Cheng D, Liu Z, Sun R, Jiang Y, Zeng Z, Zhao R, Mo Z. Overexpression of mir-489-3p inhibits proliferation and migration of non-small cell lung cancer cells by suppressing the HER2/PI3K/AKT/Snail signaling pathway. Heliyon 2024; 10:e35832. [PMID: 39224367 PMCID: PMC11367056 DOI: 10.1016/j.heliyon.2024.e35832] [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: 12/19/2023] [Revised: 08/02/2024] [Accepted: 08/05/2024] [Indexed: 09/04/2024] Open
Abstract
Background Lung cancer is a highly prevalent malignancy with significant morbidity and mortality rates. MiR-489-3p, a microRNA, has been identified as a regulator of tumor cell proliferation and invasion. Its expression is downregulated in non-small cell lung cancer (NSCLC). Elucidating the molecular mechanisms underlying miR-489-3p's role in NSCLC pathogenesis is crucial for identifying potential diagnostic and therapeutic targets. Methods To investigate the molecular mechanism of miR-489-3p in NSCLC, this study utilized A549, a commonly used NSCLC cell line. MiR-489-3p mimics and inhibitors were transfected into A549 cells. Additionally, co-transfection experiments using wortmannin, an inhibitor of the PI3K/AKT pathway, were performed. Expression of miR-489-3p and related proteins was analyzed by Western blotting and quantitative real-time PCR (qRT-PCR). Cell migration and proliferation were assessed by wound healing and colony formation assays, respectively. Results Overexpression of miR-489-3p significantly inhibited the proliferation and migration of A549 cells. This inhibitory effect was further enhanced upon co-transfected with wortmannin. Analysis of human lung specimens showed increased expression of HER2, PI3K, and AKT in lung adenocarcinoma tissues compared to adjacent non-cancerous tissues. Conclusions These findings suggest that miR-489-3p overexpression may inhibit NSCLC cell proliferation and migration by suppressing the HER2/PI3K/AKT/Snail signaling pathway. This study elucidates miR-489-3p's molecular mechanisms in NSCLC and provides experimental basis for identifying early diagnostic markers and novel therapeutic targets.
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Affiliation(s)
- Di Cheng
- The First Affiliated Hospital of Shaoyang University, Shaoyang, 422000, Hunan, China
- Guangxi Key Laboratory of Diabetic Systems Medicine, Department of Histology and Embryology, Guilin Medical University, Guilin, 541199, Guangxi, China
| | - Zhong Liu
- The First Affiliated Hospital of Shaoyang University, Shaoyang, 422000, Hunan, China
- Joint Laboratory of Chronic Disease Prevention and Research in Guilin Medical University & Hunan Mingshun, Shaodong, 422800, China
| | - Renren Sun
- Guangxi Key Laboratory of Diabetic Systems Medicine, Department of Histology and Embryology, Guilin Medical University, Guilin, 541199, Guangxi, China
| | - Yun Jiang
- The First Affiliated Hospital of Shaoyang University, Shaoyang, 422000, Hunan, China
| | - Zhaoming Zeng
- Joint Laboratory of Chronic Disease Prevention and Research in Guilin Medical University & Hunan Mingshun, Shaodong, 422800, China
| | - Rui Zhao
- The First Affiliated Hospital of Shaoyang University, Shaoyang, 422000, Hunan, China
| | - Zhongcheng Mo
- Guangxi Key Laboratory of Diabetic Systems Medicine, Department of Histology and Embryology, Guilin Medical University, Guilin, 541199, Guangxi, China
- Joint Laboratory of Chronic Disease Prevention and Research in Guilin Medical University & Hunan Mingshun, Shaodong, 422800, China
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Oh HJ, Imam-Aliagan AB, Kim YB, Kim HJ, Izaguirre IA, Sung CK, Yim H. Clinical applications of circulating biomarkers in non-small cell lung cancer. Front Cell Dev Biol 2024; 12:1449232. [PMID: 39239557 PMCID: PMC11375801 DOI: 10.3389/fcell.2024.1449232] [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: 06/14/2024] [Accepted: 08/12/2024] [Indexed: 09/07/2024] Open
Abstract
Despite recent advances in cancer diagnostics and treatment, the mortality associated with lung cancer is still the highest in the world. Late-stage diagnosis, often accompanied by metastasis, is a major contributor to the high mortality rates, emphasizing the urgent need for reliable and readily accessible diagnostic tools that can detect biomarkers unique to lung cancer. Circulating factors, such as circulating tumor DNA and extracellular vesicles, from liquid biopsy have been recognized as diagnostic or prognostic markers in lung cancer. Numerous clinical studies are currently underway to investigate the potential of circulating tumor DNA, circulating tumor RNA, exosomes, and exosomal microRNA within the context of lung cancer. Those clinical studies aim to address the poor diagnostics and limited treatment options for lung cancer, with the ultimate goal of developing clinical markers and personalized therapies. In this review, we discuss the roles of each circulating factor, its current research status, and ongoing clinical studies of circulating factors in non-small cell lung cancer. Additionally, we discuss the circulating factors specifically found in lung cancer stem cells and examine approved diagnostic assays designed to detect circulating biomarkers in lung cancer patients.
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Affiliation(s)
- Hyun-Ji Oh
- Department of Pharmacy, College of Pharmacy, Hanyang University, Ansan, Gyeonggi-do, Republic of Korea
| | - Abdulhamid B Imam-Aliagan
- Department of Biological and Health Sciences, College of Arts and Sciences, Texas A&M University-Kingsville, Kingsville, TX, United States
| | - Yeo-Bin Kim
- Department of Pharmacy, College of Pharmacy, Hanyang University, Ansan, Gyeonggi-do, Republic of Korea
| | - Hyun-Jin Kim
- Department of Pharmacy, College of Pharmacy, Hanyang University, Ansan, Gyeonggi-do, Republic of Korea
| | - Issac A Izaguirre
- Department of Biological and Health Sciences, College of Arts and Sciences, Texas A&M University-Kingsville, Kingsville, TX, United States
| | - Chang K Sung
- Department of Biological and Health Sciences, College of Arts and Sciences, Texas A&M University-Kingsville, Kingsville, TX, United States
| | - Hyungshin Yim
- Department of Pharmacy, College of Pharmacy, Hanyang University, Ansan, Gyeonggi-do, Republic of Korea
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Barbato MI, Bradford D, Ren Y, Aungst SL, Miller CP, Pan L, Zirkelbach JF, Li Y, Bi Y, Fan J, Grimstein M, Dorff SE, Amatya AK, Mishra-Kalyani PS, Scepura B, Schotland P, Udoka O, Ojofeitimi I, Leighton JK, Rahman NA, Pazdur R, Singh H, Kluetz PG, Drezner N. FDA Approval Summary: Repotrectinib for Locally Advanced or Metastatic ROS1-Positive Non-Small Cell Lung Cancer. Clin Cancer Res 2024; 30:3364-3370. [PMID: 38875108 PMCID: PMC11326972 DOI: 10.1158/1078-0432.ccr-24-0949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 05/06/2024] [Accepted: 06/14/2024] [Indexed: 06/16/2024]
Abstract
On November 15, 2023, the U.S. Food and Drug Administration (FDA) granted traditional approval to repotrectinib (Augtyro, Bristol Myers Squibb Corporation) for the treatment of adult patients with locally advanced or metastatic receptor tyrosine kinase encoded by the ROS1 gene (ROS1)-positive non-small cell lung cancer (NSCLC). The approval was based on TRIDENT-1, a single-arm trial with multiple cohorts of patients with ROS1 fusion-positive (hereafter "ROS1-positive") NSCLC (NCT03093116), who were either treatment naïve or had received prior ROS1 tyrosine kinase inhibitor (TKI) and/or platinum-based chemotherapy. The primary efficacy outcome measure is objective response rate (ORR) assessed by blinded independent central review (BICR) using response evaluation criteria in solid tumors version 1.1. ORR was assessed in 71 patients who were ROS1 TKI naïve and 56 patients who had received a prior ROS1 TKI. Among the 71 patients who were ROS1 TKI naïve, the ORR was 79% (95% CI, 68-88), median duration of response was 34.1 months (95% CI, 26-NE). In patients who had received a prior ROS1 TKI and no prior chemotherapy, the ORR was 38% (95% CI, 25-52). The median duration of response was 14.8 months (95% CI, 7.6-NE); BICR-assessed responses were observed in CNS metastases in patients in both cohorts and in patients who developed resistance mutations following prior TKI therapy. The most common (>20%) adverse reactions were dizziness, dysgeusia, peripheral neuropathy, constipation, dyspnea, ataxia, fatigue, cognitive disorders, and muscular weakness. A unique feature of this ROS1 TKI approval is the inclusion of robust evidence of efficacy in patients with ROS1-positive NSCLC who had progressed on prior ROS1 TKIs.
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Affiliation(s)
- Michael I Barbato
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Diana Bradford
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Yi Ren
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Stephanie L Aungst
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Claudia P Miller
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Lili Pan
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Jeanne F Zirkelbach
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Yangbing Li
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Youwei Bi
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Jianghong Fan
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Manuela Grimstein
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Sarah E Dorff
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Anup K Amatya
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Pallavi S Mishra-Kalyani
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Barbara Scepura
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Peter Schotland
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Opeyemi Udoka
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Idara Ojofeitimi
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - John K Leighton
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Nam A Rahman
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Richard Pazdur
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
- Oncology Center of Excellence, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Harpreet Singh
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
- Oncology Center of Excellence, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Paul G Kluetz
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
- Oncology Center of Excellence, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Nicole Drezner
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland
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Parama D, BharathwajChetty B, Jayaprakash S, Lee EHC, Khatoon E, Alqahtani MS, Abbas M, Kumar AP, Kunnumakkara AB. The emerging role of human papillomavirus in lung cancer. Life Sci 2024; 351:122785. [PMID: 38851420 DOI: 10.1016/j.lfs.2024.122785] [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: 01/20/2024] [Revised: 04/20/2024] [Accepted: 06/04/2024] [Indexed: 06/10/2024]
Abstract
Lung cancer stands as one of the most lethal diseases and is the foremost cause of cancer-related mortalities worldwide. The pathophysiology of lung cancer is multifaceted, and it includes multiple cell signaling pathways and other complex factors such as oxidative stress and genetics. The association of HPV with lung carcinogenesis was first proposed in 1979, and since then, scientists worldwide have been putting forward several hypotheses to establish a relationship between this virus and lung cancer. Although studies have reported the presence of HPV in lung cancer, the exact mechanism of entry and the route of transmission have not been elucidated clearly till date. Numerous studies across the globe have detected differentially expressed HPV oncoproteins in lung cancer patients and found their association with the critical cell signaling pathways that leads to the development and progression of lung cancer. Many reports have also provided evidence stating the involvement of HPV in determining the survival status of lung cancer patients. The present review recapitulates the studies evincing the association of HPV and lung cancer, its route of transmission and mechanism of action; the detection of the virus and treatment opportunities for HPV-positive lung cancer; and the severity associated with this disease. Therefore, this will provide an explicit idea and would help to develop preventive measures and specific as well as effective treatment for HPV-associated lung carcinogenesis.
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Affiliation(s)
- Dey Parama
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati (IITG), Guwahati 781039, Assam, India
| | - Bandari BharathwajChetty
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati (IITG), Guwahati 781039, Assam, India
| | - Sujitha Jayaprakash
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati (IITG), Guwahati 781039, Assam, India
| | - E Hui Clarissa Lee
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117600, Singapore; NUS Center for Cancer Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore
| | - Elina Khatoon
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati (IITG), Guwahati 781039, Assam, India
| | - Mohammed S Alqahtani
- Radiological Sciences Department, College of Applied Medical Sciences, King Khalid University, Abha 61421, Saudi Arabia; BioImaging Unit, Space Research Centre, Michael Atiyah Building, University of Leicester, Leicester, LE1 7RH, U.K
| | - Mohamed Abbas
- Electrical Engineering Department, College of Engineering, King Khalid University, Abha 61421, Saudi Arabia
| | - Alan Prem Kumar
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117600, Singapore; NUS Center for Cancer Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore.
| | - Ajaikumar B Kunnumakkara
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati (IITG), Guwahati 781039, Assam, India.
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Jash M, Ghosh S, Roy R, Mukherjee N, Sen S, Ghosh S. Next generation antimitotic β-carboline derivatives modulate microtubule dynamics and downregulate NF-κB, ERK 1/2 and phospho HSP 27. Life Sci 2024; 351:122836. [PMID: 38879159 DOI: 10.1016/j.lfs.2024.122836] [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: 02/12/2024] [Revised: 06/01/2024] [Accepted: 06/11/2024] [Indexed: 06/21/2024]
Abstract
AIM Exploring the efficacy of β-carboline-based molecular inhibitors in targeting microtubules for the development of novel anticancer therapeutics. MATERIALS AND METHODS We synthesized a series of 1-Aryl-N-substituted-β-carboline-3-carboxamide compounds and evaluated their cytotoxicity against human lung carcinoma (A549) cells using the MTT assay. Normal lung fibroblast cells (WI-38) were used to assess compound selectivity. The mechanism of action of MJ-211 was elucidated through Western blot analysis of key pro-apoptotic and cell cycle regulatory proteins. Additionally, the inhibitory effect of MJ-211 on multicellular 3D spheroid growth of A549 cells was evaluated. KEY FINDINGS Lead compound MJ-211 exhibited remarkable cytotoxicity against A549 cells with an IC50 of 4.075 μM at 24 h treatment and IC50 of 1.7 nM after 72 h of treatment, while demonstrating selectivity towards normal WI-38 cells. MJ-211 activated pro-apoptotic factors Bim and p53, and suppressed Cyclin B1, Phospho HSP 27, BubR1, Mad 2, ERK1/2, and NF-κB, indicating its potent antimitotic and pro-apoptotic effects. MJ-211 significantly suppressed the migration of cells and inhibited the growth of A549 cell-derived multicellular 3D spheroids, highlighting its efficacy in a more physiologically relevant model. SIGNIFICANCE Cytotoxic effect of MJ-211 against cancer cells, selectivity towards normal cells, and ability to modulate key regulatory proteins involved in apoptosis and cell cycle progression underscore its potential as a promising template for further anticancer lead optimization. Moreover, the inhibitory effect of MJ-211 on multicellular spheroid growth suggests its efficacy in combating tumor heterogeneity and resistance mechanisms, thereby offering a promising avenue for future anticancer drug development.
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Affiliation(s)
- Moumita Jash
- Department of Bioscience and Bioengineering, Indian Institute of Technology, Jodhpur, Rajasthan, India
| | - Satyajit Ghosh
- Department of Bioscience and Bioengineering, Indian Institute of Technology, Jodhpur, Rajasthan, India
| | - Rajsekhar Roy
- Department of Bioscience and Bioengineering, Indian Institute of Technology, Jodhpur, Rajasthan, India
| | - Nabanita Mukherjee
- Smart Healthcare Department, Interdisciplinary Research Platform, Indian Institute of Technology, Jodhpur, Rajasthan, India
| | - Samya Sen
- iHUB Drishti Foundation, Indian Institute of Technology, Jodhpur, Rajasthan, India
| | - Surajit Ghosh
- Department of Bioscience and Bioengineering, Indian Institute of Technology, Jodhpur, Rajasthan, India; Smart Healthcare Department, Interdisciplinary Research Platform, Indian Institute of Technology, Jodhpur, Rajasthan, India; iHUB Drishti Foundation, Indian Institute of Technology, Jodhpur, Rajasthan, India.
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Zhang R, Zhu H, Chen M, Sang W, Lu K, Li Z, Wang C, Zhang L, Yin FF, Yang Z. A dual-radiomics model for overall survival prediction in early-stage NSCLC patient using pre-treatment CT images. Front Oncol 2024; 14:1419621. [PMID: 39206157 PMCID: PMC11349529 DOI: 10.3389/fonc.2024.1419621] [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: 04/18/2024] [Accepted: 07/26/2024] [Indexed: 09/04/2024] Open
Abstract
Introduction Radiation therapy (RT) is one of the primary treatment options for early-stage non-small cell lung cancer (ES-NSCLC). Therefore, accurately predicting the overall survival (OS) rate following radiotherapy is crucial for implementing personalized treatment strategies. This work aims to develop a dual-radiomics (DR) model to (1) predict 3-year OS in ES-NSCLC patients receiving RT using pre-treatment CT images, and (2) provide explanations between feature importanceand model prediction performance. Methods The publicly available TCIA Lung1 dataset with 132 ES-NSCLC patients received RT were studied: 89/43 patients in the under/over 3-year OS group. For each patient, two types of radiomic features were examined: 56 handcrafted radiomic features (HRFs) extracted within gross tumor volume, and 512 image deep features (IDFs) extracted using a pre-trained U-Net encoder. They were combined as inputs to an explainable boosting machine (EBM) model for OS prediction. The EBM's mean absolute scores for HRFs and IDFs were used as feature importance explanations. To evaluate identified feature importance, the DR model was compared with EBM using either (1) key or (2) non-key feature type only. Comparison studies with other models, including supporting vector machine (SVM) and random forest (RF), were also included. The performance was evaluated by the area under the receiver operating characteristic curve (AUCROC), accuracy, sensitivity, and specificity with a 100-fold Monte Carlo cross-validation. Results The DR model showed highestperformance in predicting 3-year OS (AUCROC=0.81 ± 0.04), and EBM scores suggested that IDFs showed significantly greater importance (normalized mean score=0.0019) than HRFs (score=0.0008). The comparison studies showed that EBM with key feature type (IDFs-only demonstrated comparable AUCROC results (0.81 ± 0.04), while EBM with non-key feature type (HRFs-only) showed limited AUCROC (0.64 ± 0.10). The results suggested that feature importance score identified by EBM is highly correlated with OS prediction performance. Both SVM and RF models were unable to explain key feature type while showing limited overall AUCROC=0.66 ± 0.07 and 0.77 ± 0.06, respectively. Accuracy, sensitivity, and specificity showed a similar trend. Discussion In conclusion, a DR model was successfully developed to predict ES-NSCLC OS based on pre-treatment CT images. The results suggested that the feature importance from DR model is highly correlated to the model prediction power.
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Affiliation(s)
- Rihui Zhang
- Medical Physics Graduate Program, Duke Kunshan University, Kunshan, Jiangsu, China
| | - Haiming Zhu
- Medical Physics Graduate Program, Duke Kunshan University, Kunshan, Jiangsu, China
| | - Minbin Chen
- Department of Radiotherapy & Oncology, The First People’s Hospital of Kunshan, Kunshan, Jiangsu, China
| | - Weiwei Sang
- Medical Physics Graduate Program, Duke Kunshan University, Kunshan, Jiangsu, China
| | - Ke Lu
- Deparment of Radiation Oncology, Duke University, Durham, NC, United States
| | - Zhen Li
- Radiation Oncology Department, Shanghai Sixth People’s Hospital, Shanghai, China
| | - Chunhao Wang
- Deparment of Radiation Oncology, Duke University, Durham, NC, United States
| | - Lei Zhang
- Medical Physics Graduate Program, Duke Kunshan University, Kunshan, Jiangsu, China
| | - Fang-Fang Yin
- Medical Physics Graduate Program, Duke Kunshan University, Kunshan, Jiangsu, China
| | - Zhenyu Yang
- Medical Physics Graduate Program, Duke Kunshan University, Kunshan, Jiangsu, China
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Dou R, Liu R, Su P, Yu X, Xu Y. The GJB3 correlates with the prognosis, immune cell infiltration, and therapeutic responses in lung adenocarcinoma. Open Med (Wars) 2024; 19:20240974. [PMID: 39135979 PMCID: PMC11317640 DOI: 10.1515/med-2024-0974] [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: 06/30/2023] [Revised: 03/26/2024] [Accepted: 05/01/2024] [Indexed: 08/15/2024] Open
Abstract
Gap junction protein beta 3 (GJB3) has been reported as a tumor suppressor in most tumors. However, its role in lung adenocarcinoma (LUAD) remains unknown. The purpose of this study is to explore the role of GJB3 in the prognosis and tumor microenvironment of LUAD patients. The data used in this study were acquired from The Cancer Genome Atlas, Gene Expression Omnibus, and imvigor210 cohorts. We found that GJB3 expression was increased in LUAD patients and correlated with LUAD stages. LUAD patients with high GJB3 expression exhibited a worse prognosis. A total of 164 pathways were significantly activated in the GJB3 high group. GJB3 expression was positively associated with nine transcription factors and might be negatively regulated by hsa-miR-6511b-5p. Finally, we found that immune cell infiltration and immune checkpoint expression were different between the GJB3 high and GJB3 low groups. In summary. GJB3 demonstrated high expression levels in LUAD patients, and those with elevated GJB3 expression displayed unfavorable prognoses. Additionally, there was a correlation between GJB3 and immune cell infiltration, as well as immune checkpoint expression in LUAD patients.
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Affiliation(s)
- Ruigang Dou
- Department of Thoracic Surgery, The First Affiliated Hospital of Xingtai Medical College,
Xingtai054000, Hebei, P. R. China
| | - Rongfeng Liu
- Department of Oncology, Fourth Hospital of Hebei Medical University,
Shijiazhuang050011, Hebei, P. R. China
| | - Peng Su
- Department of Thoracic Surgery, Fourth Hospital of Hebei Medical University,
Shijiazhuang050011, Hebei, P. R. China
| | - Xiaohui Yu
- Department of Computer Science and Technology, Tangshan Normal University,
Tangshan050011, Hebei, P. R. China
| | - Yanzhao Xu
- Department of Thoracic Surgery, Fourth Hospital of Hebei Medical University, No. 12 Jiankang Road, Shijiazhuang050011, Hebei, P. R. China
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Wu J, Chen Y. Unraveling the Connection: Extracellular Vesicles and Non-Small Cell Lung Cancer. Int J Nanomedicine 2024; 19:8139-8157. [PMID: 39139506 PMCID: PMC11321355 DOI: 10.2147/ijn.s477851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Accepted: 08/04/2024] [Indexed: 08/15/2024] Open
Abstract
Extracellular vesicles (EVs) are nanoscale lipid bilayer vesicles released during cell activation, cellular damage, or apoptosis. They carry nucleic acids, proteins, and lipids facilitating intercellular communication and activate signaling pathways in target cells. In non-small cell lung cancer (NSCLC), EVs may contribute to tumor growth and metastasis by modulating immune responses, facilitating epithelial-mesenchymal transition, and promoting angiogenesis, while potentially contributing to resistance to chemotherapy drugs. EVs in liquid biopsies serve as non-invasive biomarkers for early cancer detection and diagnosis. Due to their small size, inherent molecular transport properties, and excellent biocompatibility, EVs also act as natural drug delivery vehicles in NSCLC therapy.
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Affiliation(s)
- Jiankang Wu
- Department of Pulmonary and Critical Care Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, People’s Republic of China
- Research Unit of Respiratory Disease, Central South University, Changsha, Hunan, People’s Republic of China
- Clinical Medical Research Center for Pulmonary and Critical Care Medicine, Changsha, Hunan, People’s Republic of China
- Diagnosis and Treatment Center of Respiratory Disease, Central South University, Changsha, Hunan, People’s Republic of China
| | - Yan Chen
- Department of Pulmonary and Critical Care Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, People’s Republic of China
- Research Unit of Respiratory Disease, Central South University, Changsha, Hunan, People’s Republic of China
- Clinical Medical Research Center for Pulmonary and Critical Care Medicine, Changsha, Hunan, People’s Republic of China
- Diagnosis and Treatment Center of Respiratory Disease, Central South University, Changsha, Hunan, People’s Republic of China
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Liang A, Wu Z, Zhuo T, Zhu Y, Li Z, Chen S, Dai L, Wang Y, Tan X, Chen M. TONSL promotes lung adenocarcinoma progression, immune escape and drug sensitivity. Clin Transl Oncol 2024:10.1007/s12094-024-03627-w. [PMID: 39097545 DOI: 10.1007/s12094-024-03627-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Accepted: 07/19/2024] [Indexed: 08/05/2024]
Abstract
PURPOSE The tonsoku-like DNA repair protein (TONSL) encoded by the TONSL gene, located on chromosome 8q24.3, is crucial for repairing DNA double-strand breaks through homologous recombination. However, TONSL overexpression in lung adenocarcinoma (LUAD) promotes tumor development, leading to a poor prognosis. METHODS TONSL was verified as a reliable prognostic marker for LUAD using bioinformatics, and clinical features related to LUAD prognosis were screened from the TCGA database to establish the relationship between risk factors and TONSL expression. In addition, TONSL expression in normal and LUAD tissues was verified using real-time quantitative polymerase chain reaction and immunohistochemistry. To elucidate the possible functions of TONSL, TONSL-related differentially expressed genes were screened, and functional enrichment analysis was performed. Subsequently, siRNA was used to knock down TONSL expression in lung cancer cells for cytobehavioral experiments. The effects of TONSL expression on tumor immune escape were analyzed using the ESTIMATE algorithm and tumor immune-infiltration analysis. In addition, the half-maximal inhibitory concentration of LUAD with varying TONSL expression levels in response to first-line chemotherapeutic drugs and epidermal growth factor receptor-tyrosine kinase inhibitors was analyzed for drug sensitivity. RESULTS Up-regulation of TONSL in LUAD promotes the proliferation, migration, and invasion of lung cancer cells, thereby contributing to a poor prognosis. Furthermore, TONSL overexpression promotes immune escape and drug sensitivity in LUAD. CONCLUSION TONSL serves as a reliable prognostic marker for LUAD, and its up-regulation is associated with increased immune escape and drug sensitivity. These findings suggest that TONSL holds potential as a novel therapeutic target for LUAD.
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Affiliation(s)
- Anru Liang
- Department of Cardio-Thoracic Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China
| | - Zuotao Wu
- Department of Cardio-Thoracic Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China
| | - Ting Zhuo
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Yongjie Zhu
- Department of Cardio-Thoracic Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China
| | - Zihao Li
- Department of Cardio-Thoracic Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China
| | - Sirong Chen
- Department of Radiotherapy, Guangxi Medical University Cancer Hospital, No. 71 Hedi Rd, Nanning, 530021, Guangxi Zhuang Autonomous Region, China
| | - Lei Dai
- Department of Cardio-Thoracic Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China
| | - Yongyong Wang
- Department of Cardio-Thoracic Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China
| | - Xiang Tan
- Department of Cardio-Thoracic Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China.
| | - Mingwu Chen
- Department of Cardio-Thoracic Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China.
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Shah NN, Dave BP, Shah KC, Shah DD, Maheshwari KG, Chorawala MR, Parekh PS, Jani M. Disabled-2, a versatile tissue matrix multifunctional scaffold protein with multifaceted signaling: Unveiling its potential in the cancer battle. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2024; 397:5533-5557. [PMID: 38502243 DOI: 10.1007/s00210-024-03037-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Accepted: 03/01/2024] [Indexed: 03/21/2024]
Abstract
A multifunctional scaffold protein termed Disabled-2 (Dab2) has recently gained attention in the scientific community and has emerged as a promising candidate in the realm of cancer research. Dab2 protein is involved in a variety of signaling pathways, due to which its significance in the pathogenesis of several carcinomas has drawn considerable attention. Dab2 is essential for controlling the advancement of cancer because it engages in essential signaling pathways such as the Wnt/β-catenin, epidermal growth factor receptor (EGFR), and transforming growth factor-beta (TGF-β) pathways. Dab2 can also repress epithelial-mesenchymal transition (EMT) which is involved in tumor progression with metastatic expansion and adds another layer of significance to its possible impact on cancer spread. Furthermore, the role of Dab2 in processes such as cell growth, differentiation, apoptosis, invasion, and metastasis has been explored in certain investigative studies suggesting its significance. The present review examines the role of Dab2 in the pathogenesis of various cancer subtypes including breast cancer, ovarian cancer, gastric cancer, prostate cancer, and bladder urothelial carcinoma and also sheds some light on its potential to act as a therapeutic target and a prognostic marker in the treatment of various carcinomas. By deciphering this protein's diverse signaling, we hope to provide useful insights that may pave the way for novel therapeutic techniques and tailored treatment approaches in cancer management. Preclinical and clinical trial data on the impact of Dab2 regulation in cancer have also been included, allowing us to delineate role of Dab2 in tumor suppressor function, as well as its correlation with disease stage classification and potential therapy options. However, we observed that there is very scarce data in the form of studies on the evaluation of Dab2 role and treatment function in carcinomas, and further research into this matter could prove beneficial in the generation of novel therapeutic agents for patient-centric and tailored therapy, as well as early prognosis of carcinomas.
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Affiliation(s)
- Nidhi N Shah
- Department of Pharmacology and Pharmacy Practice, L. M. College of Pharmacy, Opp. Gujarat University, Navrangpura, Ahmedabad, 380009, Gujarat, India
| | - Bhavarth P Dave
- Department of Pharmacology and Pharmacy Practice, L. M. College of Pharmacy, Opp. Gujarat University, Navrangpura, Ahmedabad, 380009, Gujarat, India
| | - Kashvi C Shah
- Department of Pharmacology and Pharmacy Practice, L. M. College of Pharmacy, Opp. Gujarat University, Navrangpura, Ahmedabad, 380009, Gujarat, India
| | - Disha D Shah
- Department of Pharmacology and Pharmacy Practice, L. M. College of Pharmacy, Opp. Gujarat University, Navrangpura, Ahmedabad, 380009, Gujarat, India
| | - Kunal G Maheshwari
- Department of Pharmacology and Pharmacy Practice, L. M. College of Pharmacy, Opp. Gujarat University, Navrangpura, Ahmedabad, 380009, Gujarat, India
| | - Mehul R Chorawala
- Department of Pharmacology and Pharmacy Practice, L. M. College of Pharmacy, Opp. Gujarat University, Navrangpura, Ahmedabad, 380009, Gujarat, India.
| | - Priyajeet S Parekh
- AV Pharma LLC, 1545 University Blvd N Ste A, Jacksonville, FL, 32211, USA
| | - Maharsh Jani
- Anand Niketan Shilaj, Ahmedabad, 380059, Gujarat, India
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Snipstad S, Sulheim E, Åslund AKO, Hyldbakk A, Wågbø AM, Klinkenberg G, Mørch Y. Nanoparticle-loaded microbubbles for treatment of lung cancer. Eur J Pharm Sci 2024; 199:106804. [PMID: 38763448 DOI: 10.1016/j.ejps.2024.106804] [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: 10/05/2023] [Revised: 03/20/2024] [Accepted: 05/16/2024] [Indexed: 05/21/2024]
Abstract
Lung cancer is one of the most common cancers and a leading cause of death, with poor prognosis and high unmet clinical need. Chemotherapy is a common part of the treatment, either alone or in combination with other treatment modalities, but with limited efficacy and severe side effects. Encapsulation of drugs into nanoparticles can enable a more targeted delivery with reduced off-target toxicity. Delivery to the lungs is however often insufficient due to various biological barriers in the body and in the tumor microenvironment. Here we demonstrate that by incorporating drug-loaded nanoparticles into air-filled microbubbles, a more effective targeting to the lungs can be achieved. Fluorescence imaging and mass spectrometry revealed that the microbubbles could significantly improve accumulation of drug in the lungs of mice, compared to injecting either the free drug by itself or only the drug-loaded nanoparticles. Therapeutic efficacy was verified in a preclinical mouse model with non-small cell lung cancer, monitoring tumor growth by luminescence.
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Affiliation(s)
- Sofie Snipstad
- Department of Biotechnology and Nanomedicine, SINTEF Industry, Trondheim, Norway; Department of Physics, Norwegian University of Science and Technology, Trondheim, Norway; Cancer Clinic, St. Olavs Hospital, Trondheim, Norway.
| | - Einar Sulheim
- Department of Biotechnology and Nanomedicine, SINTEF Industry, Trondheim, Norway; Institute for Research in Biomedicine, Bellinzona, Switzerland
| | - Andreas K O Åslund
- Department of Biotechnology and Nanomedicine, SINTEF Industry, Trondheim, Norway
| | - Astrid Hyldbakk
- Department of Biotechnology and Nanomedicine, SINTEF Industry, Trondheim, Norway; Department of Physics, Norwegian University of Science and Technology, Trondheim, Norway
| | - Ane Marit Wågbø
- Department of Biotechnology and Nanomedicine, SINTEF Industry, Trondheim, Norway
| | - Geir Klinkenberg
- Department of Biotechnology and Nanomedicine, SINTEF Industry, Trondheim, Norway
| | - Yrr Mørch
- Department of Biotechnology and Nanomedicine, SINTEF Industry, Trondheim, Norway; NaDeNo Nanoscience AS, Trondheim, Norway
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Gao R, Wang J, Huang J, Wang T, Guo L, Liu W, Guan J, Liang D, Meng Q, Pan H. FSP1-mediated ferroptosis in cancer: from mechanisms to therapeutic applications. Apoptosis 2024; 29:1019-1037. [PMID: 38615304 DOI: 10.1007/s10495-024-01966-1] [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] [Accepted: 04/05/2024] [Indexed: 04/15/2024]
Abstract
Ferroptosis is a new discovered regulated cell death triggered by the ferrous ion (Fe2+)-dependent accumulation of lipid peroxides associated with cancer and many other diseases. The mechanism of ferroptosis includes oxidation systems (such as enzymatic oxidation and free radical oxidation) and antioxidant systems (such as GSH/GPX4, CoQ10/FSP1, BH4/GCH1 and VKORC1L1/VK). Among them, ferroptosis suppressor protein 1 (FSP1), as a crucial regulatory factor in the antioxidant system, has shown a crucial role in ferroptosis. FSP1 has been well validated to ferroptosis in three ways, and a variety of intracellular factors and drug molecules can alleviate ferroptosis via FSP1, which has been demonstrated to alter the sensitivity and effectiveness of cancer therapies, including chemotherapy, radiotherapy, targeted therapy and immunotherapy. This review aims to provide important frameworks that, bring the regulation of FSP1 mediated ferroptosis into cancer therapies on the basis of existing studies.
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Affiliation(s)
- Ran Gao
- Key Laboratory of Hepatosplenic Surgery, Ministry of Education, the First Affiliated Hospital of Harbin Medical University, Harbin, China
- Department of General Surgery, the First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Jinge Wang
- School of Public Health, Harbin Medical University, Harbin, China
| | - Jingjing Huang
- Key Laboratory of Hepatosplenic Surgery, Ministry of Education, the First Affiliated Hospital of Harbin Medical University, Harbin, China
- Department of General Surgery, the First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Tong Wang
- Key Laboratory of Hepatosplenic Surgery, Ministry of Education, the First Affiliated Hospital of Harbin Medical University, Harbin, China
- Department of General Surgery, the First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Lingfeng Guo
- Key Laboratory of Hepatosplenic Surgery, Ministry of Education, the First Affiliated Hospital of Harbin Medical University, Harbin, China
- Department of General Surgery, the First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Wenlu Liu
- Key Laboratory of Hepatosplenic Surgery, Ministry of Education, the First Affiliated Hospital of Harbin Medical University, Harbin, China
- Department of General Surgery, the First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Jialu Guan
- Key Laboratory of Hepatosplenic Surgery, Ministry of Education, the First Affiliated Hospital of Harbin Medical University, Harbin, China
- Department of General Surgery, the First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Desen Liang
- Key Laboratory of Hepatosplenic Surgery, Ministry of Education, the First Affiliated Hospital of Harbin Medical University, Harbin, China
- Department of General Surgery, the First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Qinghui Meng
- Key Laboratory of Hepatosplenic Surgery, Ministry of Education, the First Affiliated Hospital of Harbin Medical University, Harbin, China
- Department of General Surgery, the First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Huayang Pan
- Key Laboratory of Hepatosplenic Surgery, Ministry of Education, the First Affiliated Hospital of Harbin Medical University, Harbin, China.
- Department of General Surgery, the First Affiliated Hospital of Harbin Medical University, Harbin, China.
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Soewondo W, Adzhani F, Hanafi M, Firdaus ZJ. Lung adenocarcinoma size as a predictor of distant metastasis: A CT scan-based measurement. NARRA J 2024; 4:e1024. [PMID: 39280288 PMCID: PMC11394171 DOI: 10.52225/narra.v4i2.1024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Accepted: 08/29/2024] [Indexed: 09/18/2024]
Abstract
Previous studies have associated tumor size with metastasis and prognosis in lung carcinoma; however, a precise cut-off for predicting distant metastasis in lung adenocarcinoma remains unclear. The aim of this study was to determine the cut-off point for predicting distant metastasis in lung adenocarcinoma. A cross-sectional study was conducted at Dr. Moewardi Hospital, Surakarta, Indonesia, from January 2022 to September 2023. Total sampling was employed, involving patients over 18 years old with a confirmed diagnosis of lung adenocarcinoma based on lung computed tomography (CT) scan findings, who had not yet received chemotherapy and had confirmed metastasis outside the lung. The study's dependent variable was the incidence of distant metastasis, while the independent variable was lung adenocarcinoma size. Two experienced thoracic radiologists measured lung adenocarcinoma size by assessing the longest axis using chest multi-slice computed tomography (MSCT) in the lung window setting. Receiver operating characteristic (ROC) curve analysis determined the optimal tumor size cut-off for predicting distant metastasis. Of 956 thoracic cancer patients, 108 were diagnosed with lung adenocarcinoma. After applying the inclusion and exclusion criteria, 89 patients were eligible. In the present study, tumor size predicted 68.1% of distant metastasis cases, with a cut-off point of 7.25 cm, yielding a sensitivity of 61.9% and a specificity of 61.5%. Tumors >7.25 cm had a 2.60-fold higher risk of distant metastasis compared to smaller tumors, with larger tumors more likely to spread to various sites. In conclusion, lung adenocarcinomas larger than 7.25 cm have a 2.60-fold increased risk of distant metastasis, making tumor size a crucial predictive factor. The study provides valuable insights for radiologists and can improve diagnosis accuracy and treatment planning by emphasizing tumor size as a key factor in managing lung adenocarcinoma.
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Affiliation(s)
- Widiastuti Soewondo
- Department of Radiology, Faculty of Medicine, Universitas Sebelas Maret, Surakarta, Indonesia
- Department of Radiology, Dr. Moewardi Hospital, Surakarta, Indonesia
| | - Fityay Adzhani
- Department of Radiology, Faculty of Medicine, Universitas Sebelas Maret, Surakarta, Indonesia
- Department of Radiology, Dr. Moewardi Hospital, Surakarta, Indonesia
| | - Muchtar Hanafi
- Department of Radiology, Faculty of Medicine, Universitas Sebelas Maret, Surakarta, Indonesia
- Department of Radiology, Dr. Moewardi Hospital, Surakarta, Indonesia
| | - Zaka J Firdaus
- Department of Radiology, Faculty of Medicine, Universitas Sebelas Maret, Surakarta, Indonesia
- Department of Radiology, Dr. Moewardi Hospital, Surakarta, Indonesia
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50
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Sun X, Li J, Gao X, Huang Y, Pang Z, Lv L, Li H, Liu H, Zhu L. Disulfidptosis‑related lncRNA prognosis model to predict survival therapeutic response prediction in lung adenocarcinoma. Oncol Lett 2024; 28:342. [PMID: 38855504 PMCID: PMC11157670 DOI: 10.3892/ol.2024.14476] [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: 11/21/2023] [Accepted: 04/19/2024] [Indexed: 06/11/2024] Open
Abstract
Lung adenocarcinoma (LUAD) is the most common pathological type of lung cancer, and disulfidptosis is a newly discovered mechanism of programmed cell death. However, the effects of disulfidptosis-related lncRNAs (DR-lncRNAs) in LUAD have yet to be fully elucidated. The aim of the present study was to identify and validate a novel lncRNA-based prognostic marker that was associated with disulfidptosis. RNA-sequencing and associated clinical data were obtained from The Cancer Genome Atlas database. Univariate Cox regression and lasso algorithm analyses were used to identify DR-lncRNAs and to establish a prognostic model. Kaplan-Meier curves, receiver operating characteristic curves, principal component analysis, Cox regression, nomograms and calibration curves were used to assess the reliability of the prognostic model. Functional enrichment analysis, immune infiltration analysis, somatic mutation analysis, tumor microenvironment and drug predictions were applied to the risk model. Reverse transcription-quantitative PCR was subsequently performed to validate the mRNA expression levels of the lncRNAs in normal cells and tumor cells. These analyses enabled a DR-lncRNA prognosis signature to be constructed, consisting of nine lncRNAs; U91328.1, LINC00426, MIR1915HG, TMPO-AS1, TDRKH-AS1, AL157895.1, AL512363.1, AC010615.2 and GCC2-AS1. This risk model could serve as an independent prognostic tool for patients with LUAD. Numerous immune evaluation algorithms indicated that the low-risk group may exhibit a more robust and active immune response against the tumor. Moreover, the tumor immune dysfunction exclusion algorithm suggested that immunotherapy would be more effective in patients in the low-risk group. The drug-sensitivity results showed that patients in the high-risk group were more sensitive to treatment with crizotinib, erlotinib or savolitinib. Finally, the expression levels of AL157895.1 were found to be lower in A549. In summary, a novel DR-lncRNA signature was constructed, which provided a new index to predict the efficacy of therapeutic interventions and the prognosis of patients with LUAD.
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Affiliation(s)
- Xiaoming Sun
- Department of Thoracic Surgery, Jinan Central Hospital, Jinan, Shandong 250013, P.R. China
| | - Jia Li
- Department of Thoracic Surgery, Jinan Central Hospital, Shandong University, Jinan, Shandong 250013, P.R. China
| | - Xuedi Gao
- Department of Ophthamology, Jinan Mingshui Eye Hospital, Jinan, Shandong 250200, P.R. China
| | - Yubin Huang
- Department of Thoracic Surgery, Jinan Central Hospital, Shandong First Medical University, Jinan, Shandong 250013, P.R. China
| | - Zhanyue Pang
- Department of Thoracic Surgery, Jinan Central Hospital, Jinan, Shandong 250013, P.R. China
| | - Lin Lv
- Department of Thoracic Surgery, Jinan Central Hospital, Shandong University, Jinan, Shandong 250013, P.R. China
| | - Hao Li
- Department of Thoracic Surgery, Jinan Central Hospital, Shandong First Medical University, Jinan, Shandong 250013, P.R. China
| | - Haibo Liu
- Department of Thoracic Surgery, Jinan Central Hospital, Jinan, Shandong 250013, P.R. China
| | - Liangming Zhu
- Department of Thoracic Surgery, Jinan Central Hospital, Shandong University, Jinan, Shandong 250013, P.R. China
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