1
|
Parker M, Kalluri A, Jiang K, Materi J, Azad TD, Murray J, Ha JS, Kamson DO, Kleinberg LR, Redmond KJ, Brahmer JR, Ye X, Bettegowda C, Rincon-Torroella J. Prevalence, treatment patterns, and survival of patients with brain metastases from small cell lung cancer: A retrospective study using the TriNetX Oncology Database. Neurooncol Pract 2025; 12:257-270. [PMID: 40110055 PMCID: PMC11913649 DOI: 10.1093/nop/npae095] [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: 03/22/2025] Open
Abstract
Background Brain metastases (BM) portend increased morbidity and mortality in patients with small cell lung cancer (SCLC). We aimed to characterize the prevalence, timing, treatment patterns, and survival outcomes of BM associated with SCLC over the past decade. Methods Data from 4014 patients with histologically confirmed SCLC were extracted from the TriNetX Oncology database. Clinical and demographic variables were compared between patients with and without BM using Chi-squared and t-tests. Kaplan-Meier and Cox regression analyses were used to evaluate overall survival (OS), after propensity score matching cohorts for age at diagnosis, sex, cancer stage at diagnosis, extracranial metastases, and cancer-directed therapy. Results Among 4014 patients with SCLC, 35.0% had BM (9.9% synchronous, 21.2% metachronous, 3.9% precocious). Patients who developed BM were younger (P < .001) at SCLC diagnosis, more likely Black/African American (P = .0068), and presented with more advanced cancer stages (P < .001) than patients who did not develop BM. The median BM-free survival from the time of SCLC diagnosis was 27.9 months. Patients with BM received higher rates of cancer-directed therapies than those without BM. Synchronous BM was associated with lower OS than metachronous BM after the diagnosis of SCLC (HR[95% CI] = 1.56[1.32-1.83]), but there was no difference in OS after the BM diagnosis. OS did not differ between patients with BM and patients with extracranial metastases only, following the diagnosis of metastatic disease. Conclusions Our findings support that independently of the chronicity of BM diagnosis, patients with SCLC have poor survival once the diagnosis of BM is conferred.
Collapse
Affiliation(s)
- Megan Parker
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Anita Kalluri
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Kelly Jiang
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Joshua Materi
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Tej D Azad
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Joseph Murray
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, Maryland, USA
| | - Jinny Suk Ha
- Division of Thoracic Surgery, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - David O Kamson
- Department of Neurology, Brain Cancer Program, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Lawrence R Kleinberg
- Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University, Baltimore, Maryland, USA
| | - Kristin J Redmond
- Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University, Baltimore, Maryland, USA
| | - Julie R Brahmer
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, Maryland, USA
| | - Xiaobu Ye
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Chetan Bettegowda
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Jordina Rincon-Torroella
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| |
Collapse
|
2
|
Zhao QY, Liu WJ, Wang JG, Li H, Lv JL, Wang Y, Wang C. Increasing cisplatin exposure promotes small-cell lung cancer transformation after a shift from glucose metabolism to fatty acid metabolism. J Cancer Res Clin Oncol 2025; 151:126. [PMID: 40155472 PMCID: PMC11953189 DOI: 10.1007/s00432-025-06164-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2025] [Accepted: 03/10/2025] [Indexed: 04/01/2025]
Abstract
OBJECTIVES Lung cancer is a leading cause of global cancer mortality. Clinical observations reveal that histological transformation from non-small cell lung cancer (NSCLC) to small cell lung cancer (SCLC) is accompanied by mutations in TP53 and RB1. By applying gradually increasing cisplatin concentrations to mimic the escalating drug pressure within the tumor microenvironment, this study investigated the link between phenotypic transformation to SCLC in cisplatin-resistant human lung adenocarcinoma cells and alterations in cellular energy production pathways. MATERIALS AND METHODS We established two cisplatin-resistant NSCLC cell lines with varying resistance levels. RNAseq analyses identified TP53 and RB1 gene mutations. Comprehensive functional assays were performed to characterize A549/DDP1 μg/mL and A549/DDP3 μg/mL cells, focusing on proliferation and migratory capabilities. Cellular bioenergetics were assessed through glycolysis and oxidative phosphorylation analyses. Western blotting was employed to examine epithelial-mesenchymal transition (EMT), glucose metabolism, and lipid metabolism markers. Cell cycle distribution was analyzed by flow cytometry. Additionally, a xenograft mouse model was developed for in vivo validation. RESULTS TP53 and RB1 mutations were associated with cisplatin concentration-dependent phenotypic transformation, with A549/DDP cells acquiring a more aggressive SCLC-like phenotype (In the article we call the A549/DDPSCLC cells). Analysis of cell bioenergetics profiling and Western blot analyses revealed enhanced glucose metabolism in A549/DDP1 μg/mL cells, while A549/DDPSCLC cells exhibited predominant lipid metabolism. Compound3K and Etomoxir specifically inhibit the activity of PKM2 and CPT1A, respectively, with Etomoxir demonstrating substantially inhibited A549/DDPSCLC cells growth and more cell cycle arrest in the G0/G1 phase. Combinatorial of Compound3K and Etomoxir effectively induced cell death in A549/DDPSCLC phenotype cells in vitro. Etomoxir alone or combined with Compound3K significantly inhibited tumor growth in vivo, with enhanced efficacy in the combination group. CONCLUSIONS This study provides the first evidence of cisplatin concentration-dependent metabolic reprogramming during NSCLC-to-SCLC transformation. We identified a phenotypic transition from NSCLC to SCLC accompanied by a metabolic shift from glucose to fatty acid metabolism, offering new insights into therapeutic strategies for treatmentresistant lung cancer.
Collapse
MESH Headings
- Cisplatin/pharmacology
- Humans
- Lung Neoplasms/metabolism
- Lung Neoplasms/drug therapy
- Lung Neoplasms/pathology
- Lung Neoplasms/genetics
- Animals
- Small Cell Lung Carcinoma/pathology
- Small Cell Lung Carcinoma/metabolism
- Small Cell Lung Carcinoma/drug therapy
- Small Cell Lung Carcinoma/genetics
- Mice
- Glucose/metabolism
- Fatty Acids/metabolism
- Cell Transformation, Neoplastic/drug effects
- Cell Transformation, Neoplastic/metabolism
- Cell Transformation, Neoplastic/genetics
- Xenograft Model Antitumor Assays
- Antineoplastic Agents/pharmacology
- Drug Resistance, Neoplasm
- Tumor Suppressor Protein p53/metabolism
- Tumor Suppressor Protein p53/genetics
- Cell Proliferation/drug effects
- Mutation
- Mice, Nude
- Carcinoma, Non-Small-Cell Lung/drug therapy
- Carcinoma, Non-Small-Cell Lung/metabolism
- Carcinoma, Non-Small-Cell Lung/pathology
- Carcinoma, Non-Small-Cell Lung/genetics
- Cell Line, Tumor
- Epithelial-Mesenchymal Transition/drug effects
- A549 Cells
Collapse
Affiliation(s)
- Qiu-Yu Zhao
- College of Integrated Chinese and Western Medical, Liaoning University of Traditional Chinese Medicine, Shenyang, 110847, Liaoning, People's Republic of China
- Key Laboratory of Ministry of Education for TCM Viscera-State Theory and Applications, Liaoning University of Traditional Chinese Medicine, Shenyang, 110847, Liaoning, People's Republic of China
| | - Wen-Jun Liu
- Key Laboratory of Ministry of Education for TCM Viscera-State Theory and Applications, Liaoning University of Traditional Chinese Medicine, Shenyang, 110847, Liaoning, People's Republic of China
- Teaching and Experimental Center, Liaoning University of Traditional Chinese Medicine, Shenyang, 110847, Liaoning, People's Republic of China
| | - Jian-Guang Wang
- College of Integrated Chinese and Western Medical, Liaoning University of Traditional Chinese Medicine, Shenyang, 110847, Liaoning, People's Republic of China
| | - He Li
- College of Integrated Chinese and Western Medical, Liaoning University of Traditional Chinese Medicine, Shenyang, 110847, Liaoning, People's Republic of China
| | - Jia-Lu Lv
- College of Integrated Chinese and Western Medical, Liaoning University of Traditional Chinese Medicine, Shenyang, 110847, Liaoning, People's Republic of China
| | - Yumeng Wang
- School of Biomedical Engineering, Shanghai Tech University, Shanghai, 201210, China
| | - Chun Wang
- College of Integrated Chinese and Western Medical, Liaoning University of Traditional Chinese Medicine, Shenyang, 110847, Liaoning, People's Republic of China.
| |
Collapse
|
3
|
Li J, Liu H, Jiang C. Construction of an imaging diagnostic model based on computed tomograph signs for peripheral small cell lung cancer. Pak J Med Sci 2025; 41:747-752. [PMID: 40103898 PMCID: PMC11911755 DOI: 10.12669/pjms.41.3.11354] [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: 10/18/2024] [Revised: 11/12/2024] [Accepted: 01/15/2025] [Indexed: 03/20/2025] Open
Abstract
Objective To construct an imaging diagnostic model for peripheral small cell lung cancer (pSCLC) with a diameter of ≤ 3cm to improve differential diagnostic efficiency. Methods As a retrospective study, patients with pathologically confirmed lung cancer with tumor diameter ≤ 3 cm who were treated at the Guang'anmen Hospital South Campus, China Academy of Chinese Medical Sciences from May 2018 to May 2024 were retrospectively selected. All patients underwent computer tomography (CT) imaging. Patients with pSCLC (n=38) were identified first and then matched them to patients with peripheral non-small cell lung cancer (pNSCLC) (n=114) during the same period in a 1:3 ratio. Predictive factors of pSCLC were identified by logistic regression analysis, and a predictive model was constructed. Results Logistic regression analysis confirmed that male gender, smooth edges, less spiculation sign, less air bronchogram sign, and lymph node enlargement are independent predictive factors for pSCLC. A predictive model that combines the above five predictive factors has high diagnostic efficacy for pSCLC. The receiver operating characteristic (ROC) analysis results showed the area under the curve AUC of 0.842 (95% confidence interval (CI): 0.759~0.925), with a sensitivity of 84.2% and specificity of 78.1%. Conclusions Male sex, smooth edges, less spiculation and air bronchogram signs, and lymph node enlargement identified by the CT scan were shown as independent predictive factors for pSCLC. Combining the above features has a high diagnostic efficacy for pSCLC.
Collapse
Affiliation(s)
- Jia Li
- Jia Li Department of Radiology, Guang'anmen Hospital South Campus, China Academy of Chinese Medical Sciences, Beijing 102618, P.R. China
| | - Haitao Liu
- Haitao Liu Department of Radiology, Guang'anmen Hospital South Campus, China Academy of Chinese Medical Sciences, Beijing 102618, P.R. China
| | - Cuihong Jiang
- Cuihong Jiang Department of Oncology, Guang'anmen Hospital South Campus, China Academy of Chinese Medical Sciences, Beijing 102618, P.R. China
| |
Collapse
|
4
|
Wang Y, Wang M, Ma L, Zhang Y, Jiao Y, Zhang S, Yang Y, Li J, Wei M, Cao S, Zhang K, Liu S, Yang G. Identification of a Potent and Selective CDK9 Degrader as a Targeted Therapeutic Option for the Treatment of Small-Cell Lung Cancer. J Med Chem 2025; 68:2528-2550. [PMID: 39895086 DOI: 10.1021/acs.jmedchem.4c01621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2025]
Abstract
Small-cell lung cancer (SCLC) represents a significant public health challenge due to its increasing incidence and high mortality. Most SCLC patients are diagnosed at advanced stages, and there are limited effective targeted therapies available. In this study, a potent and selective CDK9 degrader, C3, was developed through PROTAC modification of the CDK9 inhibitor, AT-7519. C3 effectively induced apoptosis in various SCLC cell lines at low nanomolar concentrations and demonstrated favorable in vivo tolerance and adequate oral bioavailability. Notably, PROTAC C3 significantly reduced the proliferation of primary tumor samples from patients in mini-PDX models. Our findings indicate that the targeted degradation of CDK9 could become a viable strategy for treating SCLC, highlighting its potential therapeutic value. Additionally, this research offers a general structural optimization and evaluation strategy to improve the degradative selectivity, metabolic stability, and oral availability of PROTAC molecules.
Collapse
Affiliation(s)
- Yubo Wang
- The State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy, Nankai University, Tianjin 300071, P. R. China
| | - Mengmeng Wang
- The State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy, Nankai University, Tianjin 300071, P. R. China
| | - Lan Ma
- The State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy, Nankai University, Tianjin 300071, P. R. China
| | - Yan Zhang
- The State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy, Nankai University, Tianjin 300071, P. R. China
| | - Yue Jiao
- The State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy, Nankai University, Tianjin 300071, P. R. China
| | - Shuxin Zhang
- The State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy, Nankai University, Tianjin 300071, P. R. China
| | - Yijie Yang
- The State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy, Nankai University, Tianjin 300071, P. R. China
| | - Jialu Li
- The State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy, Nankai University, Tianjin 300071, P. R. China
| | - Mingming Wei
- The State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy, Nankai University, Tianjin 300071, P. R. China
| | - Sheng Cao
- The State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy, Nankai University, Tianjin 300071, P. R. China
- College of Food Science and Pharmaceutical Engineering, Zaozhuang University, Zaozhuang, Shandong 277160, China
| | - Kun Zhang
- The State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy, Nankai University, Tianjin 300071, P. R. China
| | - Shuangwei Liu
- The State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy, Nankai University, Tianjin 300071, P. R. China
| | - Guang Yang
- The State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy, Nankai University, Tianjin 300071, P. R. China
| |
Collapse
|
5
|
Das S, Samaddar S. Recent Advances in the Clinical Translation of Small-Cell Lung Cancer Therapeutics. Cancers (Basel) 2025; 17:255. [PMID: 39858036 PMCID: PMC11764476 DOI: 10.3390/cancers17020255] [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: 11/25/2024] [Revised: 01/03/2025] [Accepted: 01/04/2025] [Indexed: 01/27/2025] Open
Abstract
Small-cell lung cancer (SCLC) is a recalcitrant form of cancer, representing 15% of lung cancer cases globally. SCLC is classified within the range of neuroendocrine pulmonary neoplasms, exhibiting shared morphologic, ultrastructural, immunohistochemical, and molecular genomic features. It is marked by rapid proliferation, a propensity for early metastasis, and an overall poor prognosis. The current conventional therapies involve platinum-etoposide-based chemotherapy in combination with immunotherapy. Nonetheless, the rapid emergence of therapeutic resistance continues to pose substantial difficulties. The genomic profiling of SCLC uncovers significant chromosomal rearrangements along with a considerable mutation burden, typically involving the functional inactivation of the tumor suppressor genes TP53 and RB1. Identifying biomarkers and evaluating new treatments is crucial for enhancing outcomes in patients with SCLC. Targeted therapies such as topoisomerase inhibitors, DLL3 inhibitors, HDAC inhibitors, PARP inhibitors, Chk1 inhibitors, etc., have introduced new therapeutic options for future applications. In this current review, we will attempt to outline the key molecular pathways that play a role in the development and progression of SCLC, together with a comprehensive overview of the most recent advancements in the development of novel targeted treatment strategies, as well as some ongoing clinical trials against SCLC, with the goal of improving patient outcomes.
Collapse
Affiliation(s)
- Subhadeep Das
- Department of Biochemistry, Purdue University, BCHM A343, 175 S. University Street, West Lafayette, IN 47907, USA
- Purdue University Institute for Cancer Research, Purdue University, Hansen Life Sciences Research Building, Room 141, 201 S. University Street, West Lafayette, IN 47907, USA
| | | |
Collapse
|
6
|
Cao Z, Deng K, Jiang J, Tian K, Wang B. Combined treatment of small cell lung cancer using radiotherapy and immunotherapy: Challenges and updates. Biomed Pharmacother 2025; 182:117727. [PMID: 39675137 DOI: 10.1016/j.biopha.2024.117727] [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: 09/18/2024] [Revised: 11/17/2024] [Accepted: 12/03/2024] [Indexed: 12/17/2024] Open
Abstract
Currently, chemotherapy remains the standard first- and second-line treatment for small cell lung cancer (SCLC). Research concerning immunotherapy has brought about a remarkable development in the treatment pattern of SCLC. Atirizumab, duvalizumab, atezolizumab, and serplulimab can significantly improve the clinical outcomes of SCLC. Given the rapidly evolving concept that combining immunotherapy with radiotherapy can increase therapeutic effectiveness, clinicians are devoted to further improving local tumor control by integrating immunotherapy with radiotherapy. This paper reviews the research progress in this field to date and explores ways to further enhance the efficacy of this combination therapy. We first discussed that immunotherapy combined with radiotherapy can improve the abscopal effect, progression-free survival, and overall survival rates of SCLC patients. Then, the biomarkers related to the radiation immune microenvironment, such as programmed death ligand-1 (PD-L1), tumor mutational burden (TMB), and the immune function of patients were discussed. Next, we explored the occurrence and underlying mechanisms of immune resistance during radiotherapy implementation. Finally, we clarified that the emerging trend of low-dose radiotherapy help overcome the inhibitory signals that limit T-cell infiltration in the tumor matrix. In summary, considering the rapid development of this field, these combined therapy strategies may have unlimited potential to further improve the efficacy of radiotherapy combined with immunotherapy for patients.
Collapse
Affiliation(s)
- Zhumin Cao
- Department of Oncology, The Seventh People's Hospital of Chongqing (Affiliated Central Hospital of Chongqing University of Technology), Chongqing 400054, China.
| | - Kai Deng
- Department of Oncology, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing 400061, China.
| | - Jinxiu Jiang
- Department of Oncology, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing 400061, China.
| | - Ke Tian
- Department of Oncology, The Seventh People's Hospital of Chongqing (Affiliated Central Hospital of Chongqing University of Technology), Chongqing 400054, China.
| | - Bin Wang
- Department of Oncology, The Seventh People's Hospital of Chongqing (Affiliated Central Hospital of Chongqing University of Technology), Chongqing 400054, China.
| |
Collapse
|
7
|
Rehman RU, Anjum AF, Fatima R. Tarlatamab and the Future of Immunotherapy: A New Approach to Small Cell Lung Cancer. CURRENT THERAPEUTIC RESEARCH 2024; 102:100773. [PMID: 39877675 PMCID: PMC11772990 DOI: 10.1016/j.curtheres.2024.100773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Accepted: 12/16/2024] [Indexed: 01/31/2025]
Affiliation(s)
- Raza Ur Rehman
- Shaikh Khalifa Bin Zayed Al-Nahyan Medical and Dental College, Lahore, Punjab, Pakistan
| | - Ahmad Furqan Anjum
- Shaikh Khalifa Bin Zayed Al-Nahyan Medical and Dental College, Lahore, Punjab, Pakistan
| | - Rida Fatima
- Shaikh Khalifa Bin Zayed Al-Nahyan Medical and Dental College, Lahore, Punjab, Pakistan
| |
Collapse
|
8
|
Piscopo L, Masala S, Scaglione M, Klain M. [ 177Lu]Lu DOTATOC PRRT with PARP inhibitors in small cell lung cancer. Eur J Nucl Med Mol Imaging 2024; 52:260-262. [PMID: 39190196 DOI: 10.1007/s00259-024-06892-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/28/2024]
Affiliation(s)
- Leandra Piscopo
- Radiology Department of Surgery, Medicine and Pharmacy, University of Sassari, Viale S. Pietro, Sassari, 07100, Italy.
| | - Salvatore Masala
- Radiology Department of Surgery, Medicine and Pharmacy, University of Sassari, Viale S. Pietro, Sassari, 07100, Italy
| | - Mariano Scaglione
- Radiology Department of Surgery, Medicine and Pharmacy, University of Sassari, Viale S. Pietro, Sassari, 07100, Italy
| | - Michele Klain
- Department of Advanced Biomedical Sciences, University of Naples "Federico II", Naples, Italy
| |
Collapse
|
9
|
Liang B, Tong C, Nong J, Zhang Y. Histological Subtype Classification of Non-Small Cell Lung Cancer with Radiomics and 3D Convolutional Neural Networks. JOURNAL OF IMAGING INFORMATICS IN MEDICINE 2024; 37:2895-2909. [PMID: 38861072 PMCID: PMC11612112 DOI: 10.1007/s10278-024-01152-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Revised: 04/30/2024] [Accepted: 05/23/2024] [Indexed: 06/12/2024]
Abstract
Non-small cell lung carcinoma (NSCLC) is the most common type of pulmonary cancer, one of the deadliest malignant tumors worldwide. Given the increased emphasis on the precise management of lung cancer, identifying various subtypes of NSCLC has become pivotal for enhancing diagnostic standards and patient prognosis. In response to the challenges presented by traditional clinical diagnostic methods for NSCLC pathology subtypes, which are invasive, rely on physician experience, and consume medical resources, we explore the potential of radiomics and deep learning to automatically and non-invasively identify NSCLC subtypes from computed tomography (CT) images. An integrated model is proposed that investigates both radiomic features and deep learning features and makes comprehensive decisions based on the combination of these two features. To extract deep features, a three-dimensional convolutional neural network (3D CNN) is proposed to fully utilize the 3D nature of CT images while radiomic features are extracted by radiomics. These two types of features are combined and classified with multi-head attention (MHA) in our proposed model. To our knowledge, this is the first work that integrates different learning methods and features from varied sources in histological subtype classification of lung cancer. Experiments are organized on a mixed dataset comprising NSCLC Radiomics and Radiogenomics. The results show that our proposed model achieves 0.88 in accuracy and 0.89 in the area under the receiver operating characteristic curve (AUC) when distinguishing lung adenocarcinoma (ADC) and lung squamous cell carcinoma (SqCC), indicating the potential of being a non-invasive way for predicting histological subtypes of lung cancer.
Collapse
Affiliation(s)
- Baoyu Liang
- School of Computer Science and Engineering, Beihang University, 37 Xueyuan Road, Haidian District, 100191, Beijing, China
- State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, 37 Xueyuan Road, Haidian District, 100191, Beijing, China
| | - Chao Tong
- School of Computer Science and Engineering, Beihang University, 37 Xueyuan Road, Haidian District, 100191, Beijing, China.
- State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, 37 Xueyuan Road, Haidian District, 100191, Beijing, China.
| | - Jingying Nong
- The Department of Thoracic Surgery, Xuanwu Hospital, Cancer Center of National Clinical Research Center for Geriatric Diseases, Capital Medical University, 45 Changchun Street, Xicheng District, 100053, Beijing, China
| | - Yi Zhang
- The Department of Thoracic Surgery, Xuanwu Hospital, Cancer Center of National Clinical Research Center for Geriatric Diseases, Capital Medical University, 45 Changchun Street, Xicheng District, 100053, Beijing, China
| |
Collapse
|
10
|
Li M, Jin M, Peng H, Wang H, Shen Q, Zhang L. Current Status and Future Prospects of TROP-2 ADCs in Lung Cancer Treatment. Drug Des Devel Ther 2024; 18:5005-5021. [PMID: 39525044 PMCID: PMC11550919 DOI: 10.2147/dddt.s489234] [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: 07/30/2024] [Accepted: 10/24/2024] [Indexed: 11/16/2024] Open
Abstract
Lung cancer is the leading cause of mortality worldwide, and non-small cell lung cancer accounts for the majority of lung cancer cases. Chemotherapy and radiotherapy constitute the mainstays of lung cancer treatment; however, their associated side effects involving the kidneys, nervous system, gastrointestinal tract, and liver further add to dismal outcomes. The advent of antibody‒drug conjugates (ADCs) could change this situation. Trophoblast surface antigen 2 (TROP-2), a human trophoblast surface antigen, is a tumor-associated antigen that is expressed at low levels in normal tissues and is overexpressed in a variety of malignant tumors. The differential expression of the TROP-2 protein in a variety of tumors makes tumor immunotherapy with ADCs targeting TROP-2 a promising approach. Previous studies have shown that the expression of TROP-2 is related to the prognosis of patients with lung cancer and that TROP-2 expression is different across different histological types; however, research on TROP-2 and TROP-2 ADCs in patients with lung cancer is not comprehensive. The aims of this study were to review the mechanism of action and clinical efficacy of TROP-2 and related drugs in the treatment of lung cancer, to elucidate the prognostic value of TROP-2 in lung cancer, and to discuss the future prospects of TROP-2 ADCs to provide a reference for the precise treatment of lung cancer.
Collapse
Affiliation(s)
- Mingyi Li
- Department of Pulmonary and Critical Care Medicine, NHC Key Laboratory of Respiratory Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, People’s Republic of China
| | - Meng Jin
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, People’s Republic of China
| | - Hao Peng
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, People’s Republic of China
| | - Haitao Wang
- Department of Pulmonary and Critical Care Medicine, NHC Key Laboratory of Respiratory Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, People’s Republic of China
| | - Qian Shen
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, People’s Republic of China
| | - Lei Zhang
- Department of Pulmonary and Critical Care Medicine, NHC Key Laboratory of Respiratory Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, People’s Republic of China
- Xianning Medical College, Hubei University of Science & Technology, Xianning, Hubei, 437000, People’s Republic of China
| |
Collapse
|
11
|
Zhang F, Tang Z, Du H, Wang Y, Du J, Zhao Z, Li Z. Identification of N-linked glycans recognized by WGA in saliva from patients with non-small cell lung cancer. Carbohydr Res 2024; 545:109256. [PMID: 39241666 DOI: 10.1016/j.carres.2024.109256] [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: 05/16/2024] [Revised: 08/27/2024] [Accepted: 08/30/2024] [Indexed: 09/09/2024]
Abstract
Non-small cell lung cancer (NSCLC) is one of the leading causes of cancer-related deaths. Saliva diagnosis is an essential approach for clinical applications owing to its noninvasive and material-rich features. The purpose of this study was to investigate differences in wheat germ agglutinin (WGA)-based recognition of salivary protein N-linked glycan profiles to distinguish non-small cell lung cancer (NSCLC) patients from controls. We used WGA-magnetic particle conjugates to isolate glycoproteins in the pooled saliva of healthy volunteers (HV, n = 35), patients with benign pulmonary disease (BPD, n = 35), lung adenocarcinoma (ADC, n = 35), and squamous cell carcinoma (SCC, n = 35), following to release the N-linked glycans from the isolated proteins with PNGase F, and further identified and annotated the released glycans by MALDI-TOF/TOF-MS, respectively. The results showed that 34, 35, 39, and 44 N-glycans recognized by WGA were identified and annotated from pooled saliva samples of HV, BPD, ADC, and SCC, respectively. Furthermore, the proportion of N-glycans recognized by WGA in BPD (81.2 %), ADC (90.1 %), and SCC (88.7 %), increased compared to HV (71.9 %). Two N-glycan peaks (m/z 2286.799, and 3399.211) specifically recognized by WGA were present only in NSCLC. These findings suggest that altered salivary glycopatterns such as sialic acids and GlcNAc containing N-glycans recognized by WGA might serve as potential personalized biomarkers for the diagnosis of NSCLC patients.
Collapse
Affiliation(s)
- Fan Zhang
- Laboratory for Functional Glycomics, College of Life Sciences, Northwest University, Xi'an, China
| | - Zhen Tang
- Laboratory for Functional Glycomics, College of Life Sciences, Northwest University, Xi'an, China
| | - Haoqi Du
- School of Medicine, Faculty of Life Sciences and Medicine, Northwest University, Xi'an, China
| | - Yuzi Wang
- Laboratory for Functional Glycomics, College of Life Sciences, Northwest University, Xi'an, China
| | - Jiabao Du
- Laboratory for Functional Glycomics, College of Life Sciences, Northwest University, Xi'an, China
| | - Zeyu Zhao
- Laboratory for Functional Glycomics, College of Life Sciences, Northwest University, Xi'an, China
| | - Zheng Li
- Laboratory for Functional Glycomics, College of Life Sciences, Northwest University, Xi'an, China.
| |
Collapse
|
12
|
Tang H, Li YX, Lian JJ, Ng HY, Wang SSY. Personalized treatment using predictive biomarkers in solid organ malignancies: A review. TUMORI JOURNAL 2024; 110:386-404. [PMID: 39091157 DOI: 10.1177/03008916241261484] [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: 08/04/2024]
Abstract
In recent years, the influence of specific biomarkers in the diagnosis and prognosis of solid organ malignancies has been increasingly prominent. The relevance of the use of predictive biomarkers, which predict cancer response to specific forms of treatment provided, is playing a more significant role than ever before, as it affects diagnosis and initiation of treatment, monitoring for efficacy and side effects of treatment, and adjustment in treatment regimen in the long term. In the current review, we explored the use of predictive biomarkers in the treatment of solid organ malignancies, including common cancers such as colorectal cancer, breast cancer, lung cancer, prostate cancer, and cancers associated with high mortalities, such as pancreatic cancer, liver cancer, kidney cancer and cancers of the central nervous system. We additionally analyzed the goals and types of personalized treatment using predictive biomarkers, and the management of various types of solid organ malignancies using predictive biomarkers and their relative efficacies so far in the clinical settings.
Collapse
|
13
|
Amato L, De Rosa C, De Rosa V, Heydari Sheikhhossein H, Ariano A, Franco P, Nele V, Capaldo S, Di Guida G, Sepe F, Di Liello A, De Rosa G, Tuccillo C, Gambardella A, Ciardiello F, Morgillo F, Tirino V, Della Corte CM, Iommelli F, Vicidomini G. Immune-Cell-Derived Exosomes as a Potential Novel Tool to Investigate Immune Responsiveness in SCLC Patients: A Proof-of-Concept Study. Cancers (Basel) 2024; 16:3151. [PMID: 39335123 PMCID: PMC11430591 DOI: 10.3390/cancers16183151] [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: 07/08/2024] [Revised: 08/30/2024] [Accepted: 09/11/2024] [Indexed: 09/30/2024] Open
Abstract
Small cell lung cancer (SCLC) is a highly invasive and rapidly proliferating lung tumor subtype. Most patients respond well to a combination of platinum-based chemotherapy and PD-1/PDL-1 inhibitors. Unfortunately, not all patients benefit from this treatment regimen, and few alternative therapies are available. In this scenario, the identification of new biomarkers and differential therapeutic strategies to improve tumor response becomes urgent. Here, we investigated the role of exosomes (EXs) released from the peripheral blood mononuclear cells (PBMCs) of SCLC patients in mediating the functional crosstalk between the immune system and tumors in response to treatments. In this study, we showed that PBMC-EXs from SCLC patients with different responses to chemoimmunotherapy showed different levels of immune (STING and MAVS) and EMT (Snail and c-Myc) markers. We demonstrated that PBMC-EXs derived from best responder (BR) patients were able to induce a significant increase in apoptosis in SCLC cell lines in vitro compared to PBMC-EXs derived from non-responder (NR) SCLC patients. PBMC-EXs were able to affect cell viability and modulate apoptotic markers, DNA damage and the replication stress pathway, as well as the occurrence of EMT. Our work provides proof of concept that PBMC-EXs can be used as a tool to study the crosstalk between cancer cells and immune cells and that PBMC-EXs exhibit an in vitro ability to promote cancer cell death and reduce tumor aggressiveness.
Collapse
Affiliation(s)
- Luisa Amato
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy (A.A.); (S.C.); (G.D.G.); (F.S.); (A.D.L.); (C.T.); (A.G.); (F.C.); (F.M.)
| | - Caterina De Rosa
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy (A.A.); (S.C.); (G.D.G.); (F.S.); (A.D.L.); (C.T.); (A.G.); (F.C.); (F.M.)
| | - Viviana De Rosa
- Institute of Biostructures and Bioimaging, National Research Council, 80145 Naples, Italy; (V.D.R.); (F.I.)
| | - Hamid Heydari Sheikhhossein
- Department of Medical, Oral and Biotechnological Sciences, University “G. d’Annunzio” of Chieti-Pescara, 66100 Chieti, Italy;
- Villa Serena Foundation for Research, 65013 Città Sant’Angelo, Italy
| | - Annalisa Ariano
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy (A.A.); (S.C.); (G.D.G.); (F.S.); (A.D.L.); (C.T.); (A.G.); (F.C.); (F.M.)
| | - Paola Franco
- Institute of Genetics and Biophysics Adriano Buzzati Traverso, National Research Council, 80131 Naples, Italy;
| | - Valeria Nele
- Department of Pharmacy, University of Naples Federico II, 80131 Naples, Italy; (V.N.); (G.D.R.)
| | - Sara Capaldo
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy (A.A.); (S.C.); (G.D.G.); (F.S.); (A.D.L.); (C.T.); (A.G.); (F.C.); (F.M.)
| | - Gaetano Di Guida
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy (A.A.); (S.C.); (G.D.G.); (F.S.); (A.D.L.); (C.T.); (A.G.); (F.C.); (F.M.)
| | - Filippo Sepe
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy (A.A.); (S.C.); (G.D.G.); (F.S.); (A.D.L.); (C.T.); (A.G.); (F.C.); (F.M.)
| | - Alessandra Di Liello
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy (A.A.); (S.C.); (G.D.G.); (F.S.); (A.D.L.); (C.T.); (A.G.); (F.C.); (F.M.)
| | - Giuseppe De Rosa
- Department of Pharmacy, University of Naples Federico II, 80131 Naples, Italy; (V.N.); (G.D.R.)
| | - Concetta Tuccillo
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy (A.A.); (S.C.); (G.D.G.); (F.S.); (A.D.L.); (C.T.); (A.G.); (F.C.); (F.M.)
| | - Antonio Gambardella
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy (A.A.); (S.C.); (G.D.G.); (F.S.); (A.D.L.); (C.T.); (A.G.); (F.C.); (F.M.)
| | - Fortunato Ciardiello
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy (A.A.); (S.C.); (G.D.G.); (F.S.); (A.D.L.); (C.T.); (A.G.); (F.C.); (F.M.)
| | - Floriana Morgillo
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy (A.A.); (S.C.); (G.D.G.); (F.S.); (A.D.L.); (C.T.); (A.G.); (F.C.); (F.M.)
| | - Virginia Tirino
- Department of Experimental Medicine, University of Campania Luigi Vanvitelli, 81100 Caserta, Italy
| | - Carminia Maria Della Corte
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy (A.A.); (S.C.); (G.D.G.); (F.S.); (A.D.L.); (C.T.); (A.G.); (F.C.); (F.M.)
| | - Francesca Iommelli
- Institute of Biostructures and Bioimaging, National Research Council, 80145 Naples, Italy; (V.D.R.); (F.I.)
| | - Giovanni Vicidomini
- Department of Translational Medical Sciences, University of Campania Luigi Vanvitelli, 80131 Naples, Italy
| |
Collapse
|
14
|
Rina A, Maffeo D, Minnai F, Esposito M, Palmieri M, Serio VB, Rosati D, Mari F, Frullanti E, Colombo F. The Genetic Analysis and Clinical Therapy in Lung Cancer: Current Advances and Future Directions. Cancers (Basel) 2024; 16:2882. [PMID: 39199653 PMCID: PMC11352260 DOI: 10.3390/cancers16162882] [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: 07/30/2024] [Revised: 08/14/2024] [Accepted: 08/16/2024] [Indexed: 09/01/2024] Open
Abstract
Lung cancer, including both non-small cell lung cancer and small cell lung cancer, remains the leading cause of cancer-related mortality worldwide, representing 18% of the total cancer deaths in 2020. Many patients are identified already at an advanced stage with metastatic disease and have a worsening prognosis. Recent advances in the genetic understanding of lung cancer have opened new avenues for personalized treatments and targeted therapies. This review examines the latest discoveries in the genetics of lung cancer, discusses key biomarkers, and analyzes current clinical therapies based on this genetic information. It will conclude with a discussion of future prospects and potential research directions.
Collapse
Affiliation(s)
- Angela Rina
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy; (A.R.); (D.M.); (M.P.); (V.B.S.); (D.R.); (E.F.)
- UOC Laboratorio di Assistenza e Ricerca Traslazionale, Azienda Ospedaliero-Universitaria Senese, 53100 Siena, Italy;
| | - Debora Maffeo
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy; (A.R.); (D.M.); (M.P.); (V.B.S.); (D.R.); (E.F.)
- Cancer Genomics and Systems Biology Laboratory, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy
| | - Francesca Minnai
- Institute of Biomedical Technologies, National Research Council, 20054 Segrate, Italy; (F.M.); (M.E.)
| | - Martina Esposito
- Institute of Biomedical Technologies, National Research Council, 20054 Segrate, Italy; (F.M.); (M.E.)
| | - Maria Palmieri
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy; (A.R.); (D.M.); (M.P.); (V.B.S.); (D.R.); (E.F.)
- Cancer Genomics and Systems Biology Laboratory, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy
| | - Viola Bianca Serio
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy; (A.R.); (D.M.); (M.P.); (V.B.S.); (D.R.); (E.F.)
- Cancer Genomics and Systems Biology Laboratory, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy
| | - Diletta Rosati
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy; (A.R.); (D.M.); (M.P.); (V.B.S.); (D.R.); (E.F.)
- Cancer Genomics and Systems Biology Laboratory, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy
| | - Francesca Mari
- UOC Laboratorio di Assistenza e Ricerca Traslazionale, Azienda Ospedaliero-Universitaria Senese, 53100 Siena, Italy;
- Cancer Genomics and Systems Biology Laboratory, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy
| | - Elisa Frullanti
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy; (A.R.); (D.M.); (M.P.); (V.B.S.); (D.R.); (E.F.)
- Cancer Genomics and Systems Biology Laboratory, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy
| | - Francesca Colombo
- Institute of Biomedical Technologies, National Research Council, 20054 Segrate, Italy; (F.M.); (M.E.)
| |
Collapse
|
15
|
Tomic K, Krpina K, Baticic L, Samarzija M, Vranic S. Comprehensive molecular and clinical insights into non-small cell lung cancer transformation to small cell lung cancer with an illustrative case report. J Drug Target 2024; 32:499-509. [PMID: 38506620 DOI: 10.1080/1061186x.2024.2332733] [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: 01/24/2024] [Accepted: 03/10/2024] [Indexed: 03/21/2024]
Abstract
Histologic transformation to small cell lung cancer (tSCLC) is a rare but increasingly recognised mechanism of acquired resistance to tyrosine kinase inhibitors (TKI) in patients with epidermal growth factor receptor (EGFR)-positive non-small cell lung cancer (NSCLC). Beyond its acknowledged role in TKI resistance, histologic transformation to SCLC might be an important, yet under-recognised, mechanism of resistance in NSCLC treated with immunotherapy. Our review identified 32 studies that investigated tSCLC development in patients with EGFR-mutated NSCLC treated with TKI therapy and 16 case reports of patients treated with immunotherapy. It revealed the rarity of tSCLC, with a predominance of EGFR exon 19 mutations and limited therapeutic options and outcomes. Across all analysed studies in EGFR-mutated NSCLC treated with TKI therapy, the median time to tSCLC development was ∼17 months, with a median overall survival of 10 months. Histologic transformation of EGFR-mutated NSCLC to SCLC is a rare, but challenging clinical problem with a poor prognosis. A small number of documented cases of tSCLC after immunotherapy highlight the need for rebiopsies at progression to diagnose this potential resistance mechanism. Further research is needed to better understand the mechanisms underlying this phenomenon and to develop more effective treatment strategies for patients with tSCLC.
Collapse
Affiliation(s)
- Kresimir Tomic
- Department of Oncology, University Clinical Hospital Mostar, Mostar, Bosnia and Herzegovina
| | - Kristina Krpina
- Clinic for Respiratory Diseases Jordanovac, University Hospital Centre Zagreb, Zagreb, Croatia
| | - Lara Baticic
- Department of Medical Chemistry, Biochemistry and Clinical Chemistry, Faculty of Medicine, University of Rijeka, Rijeka, Croatia
| | - Miroslav Samarzija
- Clinic for Respiratory Diseases Jordanovac, University Hospital Centre Zagreb, Zagreb, Croatia
| | - Semir Vranic
- College of Medicine, QU Health, Qatar University, Doha, Qatar
| |
Collapse
|
16
|
Mao Y, Huang M, Liu J. Achieving long-term survival in extensive-stage SCLC: a case report and mini literature review. Lung Cancer Manag 2024; 13:LMT64. [PMID: 38818367 PMCID: PMC11137793 DOI: 10.2217/lmt-2023-0012] [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: 09/28/2023] [Accepted: 11/18/2023] [Indexed: 06/01/2024] Open
Abstract
Managing extensive-stage SCLC (ES-SCLC) has long been challenging for clinicians and oncologists due to its aggressive nature and poor prognosis. We report a case of a 41-year-old female with ES-SCLC who survived for six years, defying the disease's typically poor prognosis. Through a heavy treatment strategy involving chemotherapy, targeted therapy, and immunotherapy, the patient experienced robust responses and avoided distant metastasis, including brain involvement. The long-term survival case in SCLC highlights the need for further research into personalized strategies and prognostic biomarkers. This case holds significant value for both clinicians and researchers as it challenges the conventional strategies for ES-SCLC and sets the stage for future evidence-based studies aimed at extending survival in SCLC.
Collapse
Affiliation(s)
- Yayun Mao
- Fuzhou Pulmonary Hospital of Fujian, Clinical Teaching Hospital of Fujian Medical University, Fuzhou, Fujian, 350008, China
| | - Meiping Huang
- Fuzhou Pulmonary Hospital of Fujian, Clinical Teaching Hospital of Fujian Medical University, Fuzhou, Fujian, 350008, China
| | - Jiafu Liu
- Fuzhou Pulmonary Hospital of Fujian, Clinical Teaching Hospital of Fujian Medical University, Fuzhou, Fujian, 350008, China
| |
Collapse
|
17
|
Schmälter AK, Löhr P, Konrad M, Waidhauser J, Arndt TT, Schiele S, Thoma A, Hackanson B, Rank A. Alterations in Peripheral Lymphocyte Subsets under Immunochemotherapy in Stage IV SCLC Patients: Th17 Cells as Potential Early Predictive Biomarker for Response. Int J Mol Sci 2024; 25:5056. [PMID: 38791096 PMCID: PMC11121216 DOI: 10.3390/ijms25105056] [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: 03/30/2024] [Revised: 04/29/2024] [Accepted: 04/30/2024] [Indexed: 05/26/2024] Open
Abstract
UICC stage IV small-cell lung cancer (SCLC) is a highly aggressive malignancy without curative treatment options. Several randomized trials have demonstrated improved survival rates through the addition of checkpoint inhibitors to first-line platin-based chemotherapy. Consequently, a combination of chemo- and immunotherapy has become standard palliative treatment. However, no reliable predictive biomarkers for treatment response exist. Neither PD-L1 expression nor tumor mutational burden have proven to be effective predictive biomarkers. In this study, we compared the cellular immune statuses of SCLC patients to a healthy control cohort and investigated changes in peripheral blood B, T, and NK lymphocytes, as well as several of their respective subsets, during treatment with immunochemotherapy (ICT) using flow cytometry. Our findings revealed a significant decrease in B cells, while T cells showed a trend to increase throughout ICT. Notably, high levels of exhausted CD4+ and CD8+ cells, alongside NK subsets, increased significantly during treatment. Furthermore, we correlated decreases/increases in subsets after two cycles of ICT with survival. Specifically, a decrease in Th17 cells indicated a better overall survival. Based on these findings, we suggest conducting further investigation into Th17 cells as a potential early predictive biomarkers for response in patients receiving palliative ICT for stage IV SCLC.
Collapse
Affiliation(s)
- Ann-Kristin Schmälter
- Department of Hematology and Oncology, Augsburg University Hospital and Medical Faculty, Comprehensive Cancer Center Augsburg, 86156 Augsburg, Germany; (P.L.); (M.K.); (J.W.); (A.T.); (B.H.); (A.R.)
- Bavarian Cancer Research Center (BZKF), 86156 Augsburg, Germany
| | - Phillip Löhr
- Department of Hematology and Oncology, Augsburg University Hospital and Medical Faculty, Comprehensive Cancer Center Augsburg, 86156 Augsburg, Germany; (P.L.); (M.K.); (J.W.); (A.T.); (B.H.); (A.R.)
- Bavarian Cancer Research Center (BZKF), 86156 Augsburg, Germany
| | - Maik Konrad
- Department of Hematology and Oncology, Augsburg University Hospital and Medical Faculty, Comprehensive Cancer Center Augsburg, 86156 Augsburg, Germany; (P.L.); (M.K.); (J.W.); (A.T.); (B.H.); (A.R.)
| | - Johanna Waidhauser
- Department of Hematology and Oncology, Augsburg University Hospital and Medical Faculty, Comprehensive Cancer Center Augsburg, 86156 Augsburg, Germany; (P.L.); (M.K.); (J.W.); (A.T.); (B.H.); (A.R.)
| | - Tim Tobias Arndt
- Institute of Mathematics, University of Augsburg, 86159 Augsburg, Germany; (T.T.A.); (S.S.)
| | - Stefan Schiele
- Institute of Mathematics, University of Augsburg, 86159 Augsburg, Germany; (T.T.A.); (S.S.)
| | - Alicia Thoma
- Department of Hematology and Oncology, Augsburg University Hospital and Medical Faculty, Comprehensive Cancer Center Augsburg, 86156 Augsburg, Germany; (P.L.); (M.K.); (J.W.); (A.T.); (B.H.); (A.R.)
| | - Björn Hackanson
- Department of Hematology and Oncology, Augsburg University Hospital and Medical Faculty, Comprehensive Cancer Center Augsburg, 86156 Augsburg, Germany; (P.L.); (M.K.); (J.W.); (A.T.); (B.H.); (A.R.)
- Bavarian Cancer Research Center (BZKF), 86156 Augsburg, Germany
- Department of Medicine I, Medical Center, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
| | - Andreas Rank
- Department of Hematology and Oncology, Augsburg University Hospital and Medical Faculty, Comprehensive Cancer Center Augsburg, 86156 Augsburg, Germany; (P.L.); (M.K.); (J.W.); (A.T.); (B.H.); (A.R.)
| |
Collapse
|
18
|
Fűr GM, Nemes K, Magó É, Benő AÁ, Topolcsányi P, Moldvay J, Pongor LS. Applied models and molecular characteristics of small cell lung cancer. Pathol Oncol Res 2024; 30:1611743. [PMID: 38711976 PMCID: PMC11070512 DOI: 10.3389/pore.2024.1611743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Accepted: 04/03/2024] [Indexed: 05/08/2024]
Abstract
Small cell lung cancer (SCLC) is a highly aggressive type of cancer frequently diagnosed with metastatic spread, rendering it surgically unresectable for the majority of patients. Although initial responses to platinum-based therapies are often observed, SCLC invariably relapses within months, frequently developing drug-resistance ultimately contributing to short overall survival rates. Recently, SCLC research aimed to elucidate the dynamic changes in the genetic and epigenetic landscape. These have revealed distinct subtypes of SCLC, each characterized by unique molecular signatures. The recent understanding of the molecular heterogeneity of SCLC has opened up potential avenues for precision medicine, enabling the development of targeted therapeutic strategies. In this review, we delve into the applied models and computational approaches that have been instrumental in the identification of promising drug candidates. We also explore the emerging molecular diagnostic tools that hold the potential to transform clinical practice and patient care.
Collapse
Affiliation(s)
- Gabriella Mihalekné Fűr
- Cancer Genomics and Epigenetics Core Group, Hungarian Centre of Excellence for Molecular Medicine (HCEMM), Szeged, Hungary
| | - Kolos Nemes
- Cancer Genomics and Epigenetics Core Group, Hungarian Centre of Excellence for Molecular Medicine (HCEMM), Szeged, Hungary
| | - Éva Magó
- Cancer Genomics and Epigenetics Core Group, Hungarian Centre of Excellence for Molecular Medicine (HCEMM), Szeged, Hungary
- Genome Integrity and DNA Repair Core Group, Hungarian Centre of Excellence for Molecular Medicine (HCEMM), Szeged, Hungary
| | - Alexandra Á. Benő
- Cancer Genomics and Epigenetics Core Group, Hungarian Centre of Excellence for Molecular Medicine (HCEMM), Szeged, Hungary
| | - Petronella Topolcsányi
- Cancer Genomics and Epigenetics Core Group, Hungarian Centre of Excellence for Molecular Medicine (HCEMM), Szeged, Hungary
| | - Judit Moldvay
- Department of Pulmonology, Szeged University Szent-Gyorgyi Albert Medical School, Szeged, Hungary
- 1st Department of Pulmonology, National Koranyi Institute of Pulmonology, Budapest, Hungary
| | - Lőrinc S. Pongor
- Cancer Genomics and Epigenetics Core Group, Hungarian Centre of Excellence for Molecular Medicine (HCEMM), Szeged, Hungary
| |
Collapse
|
19
|
Chibani H, El Ouardani S, Omari M, Nassira K, Al Jarroudi O, Hadj Kacem H, Brahmi SA, Bennani A, Afqir S. Jaundice and Higher Procalcitonin Level Revealing a Small-Cell Lung Cancer With Pancreatic Metastasis: A Case Report From Eastern Morocco. Cureus 2024; 16:e58041. [PMID: 38738076 PMCID: PMC11088360 DOI: 10.7759/cureus.58041] [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] [Accepted: 04/10/2024] [Indexed: 05/14/2024] Open
Abstract
Small-cell lung cancer (SCLC) is highly aggressive, with a severe tendency for metastasis. Pancreatic metastasis in SCLC is uncommon, also jaundice as a major symptom of small-cell lung cancer is even rarer. The diagnosis of pancreatic metastasis is a real challenge for the medical team, it relies on both radiological and pathological details. We report a case of a 58-year-old male admitted for SCLC with pancreatic metastasis and a higher level of procalcitonin. He received platinum-based chemotherapy with a swell response. The focus of this study will be on the characteristics of pancreatic metastasis, along with their diagnosis and treatment approaches. Procalcitonin as a paraneoplastic syndrome will also be discussed in this study.
Collapse
Affiliation(s)
- Hind Chibani
- Medical Oncology, Mohammed VI University Hospital, Oujda, MAR
- Medical Oncology, Faculty of Medicine and Pharmacy, Mohammed First University, Oujda, MAR
| | - Soufia El Ouardani
- Medical Oncology, Mohammed VI University Hospital, Oujda, MAR
- Medical Oncology, Faculty of Medicine and Pharmacy, Mohammed First University, Oujda, MAR
| | - Mouhsine Omari
- Medical Oncology, Mohammed VI University Hospital, Oujda, MAR
- Medical Oncology, Faculty of Medicine and Pharmacy, Mohammed First University, Oujda, MAR
| | - Karich Nassira
- Pathology, Mohammed VI University Hospital, Oujda, MAR
- Pathology, Faculty of Medicine and Pharmacy, Mohammed First University, Oujda, MAR
| | - Ouissam Al Jarroudi
- Medical Oncology, Mohammed VI University Hospital, Oujda, MAR
- Medical Oncology, Faculty of Medicine and Pharmacy, Mohammed First University, Oujda, MAR
| | - Hanane Hadj Kacem
- Radiology, Mohammed VI University Hospital, Oujda, MAR
- Radiology, Faculty of Medicine and Pharmacy, Mohammed First University, Oujda, MAR
| | - Sami Aziz Brahmi
- Medical Oncology, Mohammed VI University Hospital, Oujda, MAR
- Medical Oncology, Faculty of Medicine and Pharmacy, Mohammed First University, Oujda, MAR
| | - Amal Bennani
- Pathology, Mohammed VI University Hospital, Oujda, MAR
- Pathology, Faculty of Medicine and Pharmacy, Mohammed First University, Oujda, MAR
| | - Said Afqir
- Medical Oncology, Mohammed VI University Hospital, Oujda, MAR
- Medical Oncology, Faculty of Medicine and Pharmacy, Mohammed First University, Oujda, MAR
| |
Collapse
|
20
|
Pérez-González A, Ramírez-Díaz I, Guzmán-Linares J, Sarvari P, Sarvari P, Rubio K. ncRNAs Orchestrate Chemosensitivity Induction by Neddylation Blockades. Cancers (Basel) 2024; 16:825. [PMID: 38398217 PMCID: PMC10886669 DOI: 10.3390/cancers16040825] [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: 12/01/2023] [Revised: 02/06/2024] [Accepted: 02/07/2024] [Indexed: 02/25/2024] Open
Abstract
We performed an integrative transcriptomic in silico analysis using lung adenocarcinoma A549 cells treated with the neddylation inhibitor MLN4924 and the gefitinib-resistant PC9 cell line (PC9GR). We focused on the transcriptional effects of the top differentially expressed ncRNA biotypes and their correlating stemness factors. Interestingly, MLN4924-treated cells showed a significant upregulation of mRNAs involved in carcinogenesis, cell attachment, and differentiation pathways, as well as a parallel downregulation of stemness maintenance and survival signaling pathways, an effect that was inversely observed in PC9GR cells. Moreover, we found that stemness factor expression could be contrasted by selected up-regulated ncRNAs upon MLN4924 treatment in a dose and time-independent manner. Furthermore, upregulated miRNAs and lncRNA-targeted mRNAs showed an evident enrichment of proliferation, differentiation, and apoptosis pathways, while downregulated ncRNA-targeted mRNAs were implicated in stem cell maintenance. Finally, our results proved that stemness (KLF4 and FGFR2) and epithelial-mesenchymal transition (ZEB2, TWIST2, SNAI2, CDH2, and VIM) factors, which are highly expressed in PC9GR cells compared to gefitinib-sensitive PC9 cells, could be abrogated with the neddylation inhibitor MLN4924 mainly through activation of epithelial differentiation pathways, thus exerting a protective role in lung cancer cells and chemosensitivity against lung tumorigenic transformation.
Collapse
Affiliation(s)
- Andrea Pérez-González
- International Laboratory EPIGEN, Consejo de Ciencia y Tecnología del Estado de Puebla (CONCYTEP), Instituto de Ciencias, Ecocampus, Benemérita Universidad Autónoma de Puebla (BUAP), Puebla 72570, Mexico; (A.P.-G.); (I.R.-D.); (J.G.-L.)
| | - Ivonne Ramírez-Díaz
- International Laboratory EPIGEN, Consejo de Ciencia y Tecnología del Estado de Puebla (CONCYTEP), Instituto de Ciencias, Ecocampus, Benemérita Universidad Autónoma de Puebla (BUAP), Puebla 72570, Mexico; (A.P.-G.); (I.R.-D.); (J.G.-L.)
- Faculty of Biotechnology, Popular and Autonomous, University of Puebla State (UPAEP), Puebla 72410, Mexico
| | - Josué Guzmán-Linares
- International Laboratory EPIGEN, Consejo de Ciencia y Tecnología del Estado de Puebla (CONCYTEP), Instituto de Ciencias, Ecocampus, Benemérita Universidad Autónoma de Puebla (BUAP), Puebla 72570, Mexico; (A.P.-G.); (I.R.-D.); (J.G.-L.)
| | - Pouya Sarvari
- Iran National Elite Foundation (INEF), Tehran 1461965381, Iran; (P.S.); (P.S.)
| | - Pourya Sarvari
- Iran National Elite Foundation (INEF), Tehran 1461965381, Iran; (P.S.); (P.S.)
| | - Karla Rubio
- International Laboratory EPIGEN, Consejo de Ciencia y Tecnología del Estado de Puebla (CONCYTEP), Instituto de Ciencias, Ecocampus, Benemérita Universidad Autónoma de Puebla (BUAP), Puebla 72570, Mexico; (A.P.-G.); (I.R.-D.); (J.G.-L.)
| |
Collapse
|
21
|
Elshoeibi AM, Elsayed B, Kaleem MZ, Elhadary MR, Abu-Haweeleh MN, Haithm Y, Krzyslak H, Vranic S, Pedersen S. Proteomic Profiling of Small-Cell Lung Cancer: A Systematic Review. Cancers (Basel) 2023; 15:5005. [PMID: 37894372 PMCID: PMC10605593 DOI: 10.3390/cancers15205005] [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: 08/06/2023] [Revised: 09/24/2023] [Accepted: 09/27/2023] [Indexed: 10/29/2023] Open
Abstract
The accurate diagnosis of small-cell lung cancer (SCLC) is crucial, as treatment strategies differ from those of other lung cancers. This systematic review aims to identify proteins differentially expressed in SCLC compared to normal lung tissue, evaluating their potential utility in diagnosing and prognosing the disease. Additionally, the study identifies proteins differentially expressed between SCLC and large cell neuroendocrine carcinoma (LCNEC), aiming to discover biomarkers distinguishing between these two subtypes of neuroendocrine lung cancers. Following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, a comprehensive search was conducted across PubMed/MEDLINE, Scopus, Embase, and Web of Science databases. Studies reporting proteomics information and confirming SCLC and/or LCNEC through histopathological and/or cytopathological examination were included, while review articles, non-original articles, and studies based on animal samples or cell lines were excluded. The initial search yielded 1705 articles, and after deduplication and screening, 16 articles were deemed eligible. These studies revealed 117 unique proteins significantly differentially expressed in SCLC compared to normal lung tissue, along with 37 unique proteins differentially expressed between SCLC and LCNEC. In conclusion, this review highlights the potential of proteomics technology in identifying novel biomarkers for diagnosing SCLC, predicting its prognosis, and distinguishing it from LCNEC.
Collapse
Affiliation(s)
| | - Basel Elsayed
- College of Medicine, QU Health, Qatar University, Doha 2713, Qatar (M.N.A.-H.); (S.V.)
| | - Muhammad Zain Kaleem
- College of Medicine, QU Health, Qatar University, Doha 2713, Qatar (M.N.A.-H.); (S.V.)
| | | | | | - Yunes Haithm
- College of Medicine, QU Health, Qatar University, Doha 2713, Qatar (M.N.A.-H.); (S.V.)
| | - Hubert Krzyslak
- Department of Clinical Biochemistry, Aalborg University Hospital, 9000 Aalborg, Denmark
| | - Semir Vranic
- College of Medicine, QU Health, Qatar University, Doha 2713, Qatar (M.N.A.-H.); (S.V.)
| | - Shona Pedersen
- College of Medicine, QU Health, Qatar University, Doha 2713, Qatar (M.N.A.-H.); (S.V.)
| |
Collapse
|