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Chen YC, Hsu CL, Wang HM, Wu SG, Chang YL, Chen JS, Wu YC, Lin YT, Yang CY, Lin MW, Lee JM, Kuo SW, Chen KC, Hsu HH, Huang PM, Huang YL, Yu CJ, Pirooznia M, Huang BE, Yang R, Shih JY, Yang PC. Multiomics Analysis Reveals Molecular Changes during Early Progression of Precancerous Lesions to Lung Adenocarcinoma in Never-Smokers. Cancer Res 2025; 85:602-617. [PMID: 39570802 PMCID: PMC11786955 DOI: 10.1158/0008-5472.can-24-0821] [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: 03/14/2024] [Revised: 07/20/2024] [Accepted: 11/05/2024] [Indexed: 02/03/2025]
Abstract
Lung cancer is the most common cause of cancer mortality globally, and the prevalence of lung adenocarcinoma, the most common lung cancer subtype, has increased sharply in East Asia. Early diagnosis leads to better survival rates, but this requires an improved understanding of the molecular changes during early tumorigenesis, particularly in nonsmokers. In this study, we performed whole-exome sequencing and RNA sequencing of samples from 94 East Asian patients with precancerous lesions [25 with atypical adenomatous hyperplasia (AAH); 69 with adenocarcinoma in situ (AIS)] and 73 patients with early invasive lesions [minimally invasive adenocarcinoma (MIA)]. Cellular analysis revealed that the activities of endothelial and stromal cells could be used to categorize tumors into molecular subtypes within pathologically defined types of lesions. The subtypes were linked with the radiologically defined type of lesions and corresponded to immune cell infiltration throughout the early progression of lung adenocarcinoma. Spatial transcriptomic analysis revealed the distribution of epithelial cells, endothelial cells, fibroblasts, and plasma cells within MIA samples. Characterization of the molecular lesion subtypes identified positively selected mutational patterns and suggested that angiogenesis in the late-stage AIS type potentially contributes to tissue invasion of the MIA type. This study offers a resource that may help improve early diagnosis and patient prognosis, and the findings suggest possible approaches for early disease interception. Significance: Integrative analysis of multiomics data revealed coordination between immune and nonimmune cells during early progression of precancerous lesions to lung adenocarcinomas and shed light on the molecular characteristics of clinically defined subtypes.
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Affiliation(s)
- Yun-Ching Chen
- Interventional Oncology, Johnson & Johnson Enterprise Innovation, Inc., Boston, Massachusetts
| | - Chia-Lang Hsu
- Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan
| | - Hui-Min Wang
- Interventional Oncology, Johnson & Johnson Enterprise Innovation, Inc., Boston, Massachusetts
| | - Shang-Gin Wu
- Department of Medicine, National Taiwan University Cancer Center and College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Yih-Leong Chang
- Department of Pathology, National Taiwan University Cancer Center and College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Jin-Shing Chen
- Department of Surgery Oncology, National Taiwan University Cancer Center, Taipei, Taiwan
- Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Yu-Ching Wu
- Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan
| | - Yen-Ting Lin
- Department of Medicine, National Taiwan University Cancer Center and College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Ching-Yao Yang
- Department of Internal Medicine, National Taiwan University Hospital and College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Mong-Wei Lin
- Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Jang-Ming Lee
- Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Shuenn-Wen Kuo
- Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Ke-Cheng Chen
- Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Hsao-Hsun Hsu
- Department of Surgery, National Taiwan University Hospital and College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Pei-Ming Huang
- Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Yen-Lin Huang
- Department of Pathology, National Taiwan University Cancer Center and College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Chong-Jen Yu
- Department of Internal Medicine, National Taiwan University Hospital and College of Medicine, National Taiwan University, Taipei, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsinchu, Taiwan
| | - Mehdi Pirooznia
- Interventional Oncology, Johnson & Johnson Enterprise Innovation, Inc., Boston, Massachusetts
| | - Bevan E. Huang
- Interventional Oncology, Johnson & Johnson Enterprise Innovation, Inc., Boston, Massachusetts
| | - Rob Yang
- Interventional Oncology, Johnson & Johnson Enterprise Innovation, Inc., Boston, Massachusetts
| | - Jin-Yuan Shih
- Department of Internal Medicine, National Taiwan University Hospital and College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Pan-Chyr Yang
- Department of Internal Medicine, National Taiwan University Hospital and College of Medicine, National Taiwan University, Taipei, Taiwan
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
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2
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Zefi O, Waldman S, Marsh A, Shi MK, Sonbolian Y, Khulan B, Siddiqui T, Desai A, Patel D, Okorozo A, Khader S, Dobkin J, Sadoughi A, Shah C, Spivack S, Peter Y. Distinctive field effects of smoking and lung cancer case-control status on bronchial basal cell growth and signaling. Respir Res 2024; 25:317. [PMID: 39160511 PMCID: PMC11334309 DOI: 10.1186/s12931-024-02924-w] [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: 01/12/2024] [Accepted: 07/23/2024] [Indexed: 08/21/2024] Open
Abstract
RATIONAL Basal cells (BCs) are bronchial progenitor/stem cells that can regenerate injured airway that, in smokers, may undergo malignant transformation. As a model for early stages of lung carcinogenesis, we set out to characterize cytologically normal BC outgrowths from never-smokers and ever-smokers without cancers (controls), as well as from the normal epithelial "field" of ever-smokers with anatomically remote cancers, including lung adenocarcinoma (LUAD) and squamous cell carcinoma (LUSC) (cases). METHODS Primary BCs were cultured and expanded from endobronchial brushings taken remote from the site of clinical or visible lesions/tumors. Donor subgroups were tested for growth, morphology, and underlying molecular features by qRT-PCR, RNAseq, flow cytometry, immunofluorescence, and immunoblot. RESULTS (a) the BC population includes epithelial cell adhesion molecule (EpCAM) positive and negative cell subsets; (b) smoking reduced overall BC proliferation corresponding with a 2.6-fold reduction in the EpCAMpos/ITGA6 pos/CD24pos stem cell fraction; (c) LUSC donor cells demonstrated up to 2.8-fold increase in dysmorphic BCs; and (d) cells procured from LUAD patients displayed increased proliferation and S-phase cell cycle fractions. These differences corresponded with: (i) disparate NOTCH1/NOTCH2 transcript expression and altered expression of potential downstream (ii) E-cadherin (CDH1), tumor protein-63 (TP63), secretoglobin family 1a member 1 (SCGB1A1), and Hairy/enhancer-of-split related with YRPW motif 1 (HEY1); and (iii) reduced EPCAM and increased NK2 homeobox-1 (NKX2-1) mRNA expression in LUAD donor BCs. CONCLUSIONS These and other findings demonstrate impacts of donor age, smoking, and lung cancer case-control status on BC phenotypic and molecular traits and may suggest Notch signaling pathway deregulation during early human lung cancer pathogenesis.
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Affiliation(s)
- Olsida Zefi
- Department of Biology, Lander College, Touro University, New York, NY, 11367, USA
- Biology and Anatomy, New York Medical College, 10595, Valhalla, NY, USA
| | - Spencer Waldman
- Department of Biology, Lander College, Touro University, New York, NY, 11367, USA
- Biology and Anatomy, New York Medical College, 10595, Valhalla, NY, USA
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Ava Marsh
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Miao Kevin Shi
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Yosef Sonbolian
- Department of Biology, Lander College, Touro University, New York, NY, 11367, USA
- Biology and Anatomy, New York Medical College, 10595, Valhalla, NY, USA
| | - Batbayar Khulan
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Taha Siddiqui
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Aditi Desai
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Dhruv Patel
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Aham Okorozo
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Samer Khader
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Jay Dobkin
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Ali Sadoughi
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Chirag Shah
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Simon Spivack
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Yakov Peter
- Department of Biology, Lander College, Touro University, New York, NY, 11367, USA.
- Biology and Anatomy, New York Medical College, 10595, Valhalla, NY, USA.
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, 10461, USA.
- Lander College Touro University, 75-31 150th Street, 11367, Kew Garden Hills, NY, USA.
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Wang X, Shi J, Liu Z. Advancements in the diagnosis and treatment of sub‑centimeter lung cancer in the era of precision medicine (Review). Mol Clin Oncol 2024; 20:28. [PMID: 38414512 PMCID: PMC10895471 DOI: 10.3892/mco.2024.2726] [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: 09/16/2023] [Accepted: 01/10/2024] [Indexed: 02/29/2024] Open
Abstract
Lung cancer is the malignancy with the highest global mortality rate and imposes a substantial burden on society. The increasing popularity of lung cancer screening has led to increasing number of patients being diagnosed with pulmonary nodules due to their potential for malignancy, causing considerable distress in the affected population. However, the diagnosis and treatment of sub-centimeter grade pulmonary nodules remain controversial. The evolution of genetic detection technology and the development of targeted drugs have positioned the diagnosis and treatment of lung cancer in the precision medicine era, leading to a marked improvement in the survival rate of patients with lung cancer. It has been established that lung cancer driver genes serve a key role in the development and progression of sub-centimeter lung cancer. The present review aimed to consolidate the findings on genes associated with sub-centimeter lung cancer, with the intent of serving as a reference for future studies and the personalized management of sub-centimeter lung cancer through genetic testing.
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Affiliation(s)
- Xiao Wang
- Department of Thoracic Surgery, Nanjing Drum Tower Hospital, Clinical College of Nanjing Medical University, Nanjing, Jiangsu 210008, P.R. China
| | - Jingwei Shi
- Department of Thoracic Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu 210008, P.R. China
| | - Zhengcheng Liu
- Department of Thoracic Surgery, Nanjing Drum Tower Hospital, Clinical College of Nanjing Medical University, Nanjing, Jiangsu 210008, P.R. China
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Liu XD, Zhang Y, He HY. Targeted next-generation sequencing of 491 lung cancers in clinical practice: Implications for future detection strategy and targeted therapy. Heliyon 2024; 10:e27591. [PMID: 38496837 PMCID: PMC10944278 DOI: 10.1016/j.heliyon.2024.e27591] [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: 11/21/2023] [Revised: 02/03/2024] [Accepted: 03/04/2024] [Indexed: 03/19/2024] Open
Abstract
Although lung cancer remains the most common cause of global cancer-related mortality, the identification of oncogenic driver alterations and the development of targeted drugs has dramatically altered the therapeutic landscape. In this retrospective study, we found that 97.7% samples carried at least one mutation in the 25 genes tested in our cohort. 53.6% samples were positive for EGFR mutations, followed by TP53 (41.1%), KRAS (11.8%), ERBB2 (4.3%). EGFR mutations were mainly found in female adenocarcinomas, while TP53 was mainly found in male non-adenocarcinomas. Significant differences can be found in the mutation rate of EGFR (60.9% vs 11.9%), KRAS (12.2% vs 25.0%), STK11 (1.5% vs 11.9%), FGFR3 (2.4% vs 0.0%) and ERBB4 (1.2% vs 6.1%) between adenocarcinoma in our cohort and TCGA-LUAD data (all p < 0.001). What's more, we found that the mutation of EGFR increased significantly from adenocarcinomas in situ (AIS, 21.4%) to microinvasive adenocarcinomas (MIA, 52.4%) and invasive adenocarcinomas (IA, 61.1%), while the mutation of ERBB2 dropped markedly from AIS (21.4%) to MIA (9.5%) and IA (4.1%). At last, comparations between targeted NGS and ARMS-based single gene test in the detection of EGFR showed a 94.6% consistence. In conclusion, targeted NGS can provide a comprehensive mutational profile of lung cancer. Considering the high mutation rate of EGFR in NSCLC of Asian populations, a specialized detection strategy should be conducted.
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Affiliation(s)
- Xiao-dan Liu
- Department of Pathology, School of Basic Medical Sciences, Peking University Third Hospital, Peking University Health Science Center, Beijing, 100191, China
| | - Yan Zhang
- Department of Pathology, School of Basic Medical Sciences, Peking University Third Hospital, Peking University Health Science Center, Beijing, 100191, China
| | - Hui-ying He
- Department of Pathology, School of Basic Medical Sciences, Peking University Third Hospital, Peking University Health Science Center, Beijing, 100191, China
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5
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Wu Y, Fu H, Hao J, Yang Z, Qiao X, Li Y, Zhao R, Lin T, Wang Y, Wang M. Tumor-derived exosomal PD-L1: a new perspective in PD-1/PD-L1 therapy for lung cancer. Front Immunol 2024; 15:1342728. [PMID: 38562933 PMCID: PMC10982384 DOI: 10.3389/fimmu.2024.1342728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 02/29/2024] [Indexed: 04/04/2024] Open
Abstract
Exosomes play a crucial role in facilitating intercellular communication within organisms. Emerging evidence indicates that a distinct variant of programmed cell death ligand-1 (PD-L1), found on the surface of exosomes, may be responsible for orchestrating systemic immunosuppression that counteracts the efficacy of anti-programmed death-1 (PD-1) checkpoint therapy. Specifically, the presence of PD-L1 on exosomes enables them to selectively target PD-1 on the surface of CD8+ T cells, leading to T cell apoptosis and impeding T cell activation or proliferation. This mechanism allows tumor cells to evade immune pressure during the effector stage. Furthermore, the quantification of exosomal PD-L1 has the potential to serve as an indicator of the dynamic interplay between tumors and immune cells, thereby suggesting the promising utility of exosomes as biomarkers for both cancer diagnosis and PD-1/PD-L1 inhibitor therapy. The emergence of exosomal PD-L1 inhibitors as a viable approach for anti-tumor treatment has garnered significant attention. Depleting exosomal PD-L1 may serve as an effective adjunct therapy to mitigate systemic immunosuppression. This review aims to elucidate recent insights into the role of exosomal PD-L1 in the field of immune oncology, emphasizing its potential as a diagnostic, prognostic, and therapeutic tool in lung cancer.
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Affiliation(s)
- Yunjiao Wu
- Department of Respiratory Medical Oncology, Harbin Medical University Cancer Hospital, Heilongjiang, Harbin, China
| | - Huichao Fu
- Department of Orthopedic Surgery, The Second Affiliated Hospital of Harbin Medical University, Heilongjiang, Harbin, China
| | - Jingwei Hao
- Department of Respiratory Medical Oncology, Harbin Medical University Cancer Hospital, Heilongjiang, Harbin, China
| | - Zhaoyang Yang
- Department of Respiratory Medical Oncology, Harbin Medical University Cancer Hospital, Heilongjiang, Harbin, China
| | - Xinyi Qiao
- Department of Respiratory Medical Oncology, Harbin Medical University Cancer Hospital, Heilongjiang, Harbin, China
| | - Yingjie Li
- Department of Respiratory Medical Oncology, Harbin Medical University Cancer Hospital, Heilongjiang, Harbin, China
| | - Rui Zhao
- Department of Respiratory Medical Oncology, Harbin Medical University Cancer Hospital, Heilongjiang, Harbin, China
| | - Tie Lin
- Department of Surgery, The First Affiliated Hospital of Harbin Medical University, Heilongjiang, Harbin, China
| | - Yicun Wang
- Department of Medical Research Center, Second Hospital of Jilin University, Jilin, Changchun, China
| | - Meng Wang
- Department of Respiratory Medical Oncology, Harbin Medical University Cancer Hospital, Heilongjiang, Harbin, China
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6
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Mierke CT. Phenotypic Heterogeneity, Bidirectionality, Universal Cues, Plasticity, Mechanics, and the Tumor Microenvironment Drive Cancer Metastasis. Biomolecules 2024; 14:184. [PMID: 38397421 PMCID: PMC10887446 DOI: 10.3390/biom14020184] [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: 12/25/2023] [Revised: 01/19/2024] [Accepted: 02/01/2024] [Indexed: 02/25/2024] Open
Abstract
Tumor diseases become a huge problem when they embark on a path that advances to malignancy, such as the process of metastasis. Cancer metastasis has been thoroughly investigated from a biological perspective in the past, whereas it has still been less explored from a physical perspective. Until now, the intraluminal pathway of cancer metastasis has received the most attention, while the interaction of cancer cells with macrophages has received little attention. Apart from the biochemical characteristics, tumor treatments also rely on the tumor microenvironment, which is recognized to be immunosuppressive and, as has recently been found, mechanically stimulates cancer cells and thus alters their functions. The review article highlights the interaction of cancer cells with other cells in the vascular metastatic route and discusses the impact of this intercellular interplay on the mechanical characteristics and subsequently on the functionality of cancer cells. For instance, macrophages can guide cancer cells on their intravascular route of cancer metastasis, whereby they can help to circumvent the adverse conditions within blood or lymphatic vessels. Macrophages induce microchannel tunneling that can possibly avoid mechanical forces during extra- and intravasation and reduce the forces within the vascular lumen due to vascular flow. The review article highlights the vascular route of cancer metastasis and discusses the key players in this traditional route. Moreover, the effects of flows during the process of metastasis are presented, and the effects of the microenvironment, such as mechanical influences, are characterized. Finally, the increased knowledge of cancer metastasis opens up new perspectives for cancer treatment.
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Affiliation(s)
- Claudia Tanja Mierke
- Faculty of Physics and Earth System Science, Peter Debye Institute of Soft Matter Physics, Biological Physics Division, Leipzig University, 04103 Leipzig, Germany
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7
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Zhang Y, Fu F, Zhang Q, Li L, Liu H, Deng C, Xue Q, Zhao Y, Sun W, Han H, Gao Z, Guo C, Zheng Q, Hu H, Sun Y, Li Y, Ding C, Chen H. Evolutionary proteogenomic landscape from pre-invasive to invasive lung adenocarcinoma. Cell Rep Med 2024; 5:101358. [PMID: 38183982 PMCID: PMC10829798 DOI: 10.1016/j.xcrm.2023.101358] [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: 01/24/2023] [Revised: 08/29/2023] [Accepted: 12/11/2023] [Indexed: 01/08/2024]
Abstract
Lung adenocarcinoma follows a stepwise progression from pre-invasive to invasive. However, there remains a knowledge gap regarding molecular events from pre-invasive to invasive. Here, we conduct a comprehensive proteogenomic analysis comprising whole-exon sequencing, RNA sequencing, and proteomic and phosphoproteomic profiling on 98 pre-invasive and 99 invasive lung adenocarcinomas. The deletion of chr4q12 contributes to the progression from pre-invasive to invasive adenocarcinoma by downregulating SPATA18, thus suppressing mitophagy and promoting cell invasion. Proteomics reveals diverse enriched pathways in normal lung tissues and pre-invasive and invasive adenocarcinoma. Proteomic analyses identify three proteomic subtypes, which represent different stages of tumor progression. We also illustrate the molecular characterization of four immune clusters, including endothelial cells, B cells, DCs, and immune depression subtype. In conclusion, this comprehensive proteogenomic study characterizes the molecular architecture and hallmarks from pre-invasive to invasive lung adenocarcinoma, guiding the way to a deeper understanding of the tumorigenesis and progression of this disease.
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Affiliation(s)
- Yang Zhang
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai 200032, China; Institute of Thoracic Oncology, Fudan University, Shanghai 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.
| | - Fangqiu Fu
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai 200032, China; Institute of Thoracic Oncology, Fudan University, Shanghai 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.
| | - Qiao Zhang
- State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Institutes of Biomedical Sciences, Human Phenome Institute, Fudan University, Shanghai 200433, China
| | - Lingling Li
- State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Institutes of Biomedical Sciences, Human Phenome Institute, Fudan University, Shanghai 200433, China
| | - Hui Liu
- State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Institutes of Biomedical Sciences, Human Phenome Institute, Fudan University, Shanghai 200433, China; State Key Laboratory Cell Differentiation and Regulation, Overseas Expertise Introduction Center for Discipline Innovation of Pulmonary Fibrosis (111 Project), College of Life Science, Henan Normal University, Xinxiang, Henan 453007, China
| | - Chaoqiang Deng
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai 200032, China; Institute of Thoracic Oncology, Fudan University, Shanghai 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Qianqian Xue
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China; Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
| | - Yue Zhao
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai 200032, China; Institute of Thoracic Oncology, Fudan University, Shanghai 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Wenrui Sun
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai 200032, China; Institute of Thoracic Oncology, Fudan University, Shanghai 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Han Han
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai 200032, China; Institute of Thoracic Oncology, Fudan University, Shanghai 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Zhendong Gao
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai 200032, China; Institute of Thoracic Oncology, Fudan University, Shanghai 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Chunmei Guo
- State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Institutes of Biomedical Sciences, Human Phenome Institute, Fudan University, Shanghai 200433, China
| | - Qiang Zheng
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China; Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
| | - Hong Hu
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai 200032, China; Institute of Thoracic Oncology, Fudan University, Shanghai 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Yihua Sun
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai 200032, China; Institute of Thoracic Oncology, Fudan University, Shanghai 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Yuan Li
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China; Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai 200032, China.
| | - Chen Ding
- State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Institutes of Biomedical Sciences, Human Phenome Institute, Fudan University, Shanghai 200433, China.
| | - Haiquan Chen
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai 200032, China; Institute of Thoracic Oncology, Fudan University, Shanghai 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.
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GAO L, XIE Z, LIN S, LV Z, ZHOU W, CHEN J, ZHU L, ZHANG L, ZENG P, HUANG X, YAN W, CHEN Y, LU D, ZHANG S, GUO W, LI P, ZHANG X. [SWI/SNF Complex Gene Mutations Promote the Liver Metastasis
of Non-small Cell Lung Cancer Cells in NSI Mice]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2023; 26:753-764. [PMID: 37989338 PMCID: PMC10663775 DOI: 10.3779/j.issn.1009-3419.2023.102.35] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Indexed: 11/23/2023]
Abstract
BACKGROUND The switch/sucrose nonfermentable chromatin-remodeling (SWI/SNF) complex is a pivotal chromatin remodeling complex, and the genomic alterations (GAs) of the SWI/SNF complex are observed in several cancer types, correlating with multiple biological features of tumor cells. However, their role in liver metastasis of non-small cell lung cancer (NSCLC) remains unclear. Our study aims to investigate the role and potential mechanisms underlying NSCLC liver metastasis induced by the GAs of SWI/SNF complex. METHODS The GAs of SWI/SNF complex in NSCLC cell lines (H1299, H23 and H460) were identified by whole-exome sequencing (WES). ARID1A knockout H1299 cell was constructed with the CRISPR/Cas9 technology. The mouse model of liver metastasis from NSCLC was established to simulate lung cancer liver metastasis and observe the metastasis rate under different gene mutation conditions. RNA sequencing and Western blot were conducted for differential gene expression analysis. Immunohistochemistry (IHC) analysis was used to assess protein expression levels of SWI/SNF-regulated target molecules in mouse liver metastases. RESULTS WES analysis revealed intracellular gene mutations. The animal experiments demonstrated a correlation between the GAs of SWI/SNF complex and a higher liver metastasis rate in immunodeficient mice. Transcriptome sequencing and Western blot analysis showed upregulated expression of ALDH1A1 and APOBEC3B in SWI/SNF-mut cells, particularly in ARID1A-deficient H460 and H1299 sgARID1A cells. IHC staining of mouse liver metastases further demonstrated elevated expression of ALDH1A1 in the H460 and H1299 sgARID1A group. CONCLUSIONS This study underscores the critical role of the GAs of SWI/SNF complex, such as ARID1A and SMARCA4, in promoting liver metastasis of lung cancer cells. The GAs of SWI/SNF complex may promote liver-specific metastasis by upregulating ALDH1A1 and APOBEC3B expression, providing novel insights into the molecular mechanisms underlying lung cancer liver metastasis.
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Ji XY, Li H, Chen HH, Lin J. Diagnostic performance of RASSF1A and SHOX2 methylation combined with EGFR mutations for differentiation between small pulmonary nodules. J Cancer Res Clin Oncol 2023; 149:8557-8571. [PMID: 37097393 DOI: 10.1007/s00432-023-04745-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Accepted: 04/03/2023] [Indexed: 04/26/2023]
Abstract
BACKGROUND AND AIM Aberrant methylation of Ras association domain family 1, isoform A (RASSF1A), and short-stature homeobox gene 2 (SHOX2) promoters has been validated as a pair of valuable biomarkers for diagnosing early lung adenocarcinomas (LUADs). Epidermal growth factor receptor (EGFR) is the key driver mutation in lung carcinogenesis. This study aimed to investigate the aberrant promoter methylation of RASSF1A and SHOX2, and the genetic mutation of EGFR in 258 specimens of early LUADs. METHODS We retrospectively selected 258 paraffin-embedded samples of pulmonary nodules measuring 2 cm or less in diameter and evaluated the diagnostic performance of individual biomarker assays and multiple panels between noninvasive (group 1) and invasive lesions (groups 2A and 2B). Then, we investigated the interaction between genetic and epigenetic alterations. RESULTS The degree of RASSF1A and SHOX2 promoter methylation and EGFR mutation was significantly higher in invasive lesions than in noninvasive lesions. The three biomarkers distinguished between noninvasive and invasive lesions with reliable sensitivity and specificity: 60.9% sensitivity [95% confidence interval (CI) 52.41-68.78] and 80.0% specificity (95% CI 72.14-86.07). The novel panel biomarkers could further discriminate among three invasive pathological subtypes (area under the curve value > 0.6). The distribution of RASSF1A methylation and EGFR mutation was considerably exclusive in early LUAD (P = 0.002). CONCLUSION DNA methylation of RASSF1A and SHOX2 is a pair of promising biomarkers, which may be used in combination with other driver alterations, such as EGFR mutation, to support the differential diagnosis of LUADs, especially for stage I.
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Affiliation(s)
- Xiang-Yu Ji
- Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, People's Republic of China
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, People's Republic of China
| | - Hong Li
- Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, People's Republic of China
| | - Hui-Hui Chen
- Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, People's Republic of China
| | - Jie Lin
- Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, People's Republic of China.
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, People's Republic of China.
- National Virtual and Reality Experimental Education Center for Medical Morphology, Southern Medical University, Guangzhou, People's Republic of China.
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10
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Woodard GA, Ding V, Cho C, Brand NR, Kratz JR, Jones KD, Jablons DM. Comparative genomics between matched solid and lepidic portions of semi-solid lung adenocarcinomas. Lung Cancer 2023; 180:107211. [PMID: 37121213 PMCID: PMC10900430 DOI: 10.1016/j.lungcan.2023.107211] [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: 01/18/2023] [Revised: 04/17/2023] [Accepted: 04/18/2023] [Indexed: 05/02/2023]
Abstract
BACKGROUND Genetic changes that drive the transition from lepidic to invasive cancer development within a radiographic ground glass or semi-solid lung lesion (SSL) are not well understood. Biomarkers to predict the transition to solid, invasive cancer within SSL are needed. METHODS Patients with surgically resected SSL were identified retrospectively from a surgical database. Clinical characteristics and survival were compared between stage I SSL (n = 65) and solid adenocarcinomas (n = 120) resected during the same time period. Areas of normal lung, in situ lepidic, and invasive solid tumor were microdissected from within the same SSL specimens and next generation sequencing (NGS) and Affymetrix microarray of gene expression were performed. RESULTS There were more never smokers, Asian patients, and sub-lobar resections among SSL but no difference in 5-year survival between SSL and solid adenocarcinoma. Driver mutations found in both lepidic and solid invasive portion were EGFR (43%), KRAS (21%), and DNMT3A (5%). CEACAM5 was the most upregulated gene found in solid, invasive portions of SSL. Lepidic and invasive solid areas had many similarities in gene expression, however there were some significant differences with the gene SPP1 being a unique biomarker for the invasive component of a SSL. CONCLUSIONS Common lung cancer driver mutations are present in in situ lepidic as well as invasive solid portions of a SSL, suggesting early development of driver mutations. CEACAM5 and SPP1 emerged as promising biomarkers of invasive potential in semi-solid lesions. Other studies have shown both genes to correlate with poor prognosis in lung cancer and their role in evolution of semi-solid lung lesions warrants further study.
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Affiliation(s)
- Gavitt A Woodard
- University of California, San Francisco, Department of Surgery, Division of Adult Cardiothoracic Surgery, 500 Parnassus Avenue, Room MUW-424, San Francisco, CA 94143-1724, United States.
| | - Vivianne Ding
- University of California, San Francisco, Department of Surgery, Division of Adult Cardiothoracic Surgery, 500 Parnassus Avenue, Room MUW-424, San Francisco, CA 94143-1724, United States
| | - Christina Cho
- Yale Cancer Center, Department of Immunobiology, 333 Cedar Street, New Haven, CT 06520, United States
| | - Nathan R Brand
- University of California, San Francisco, Department of Surgery, Division of Adult Cardiothoracic Surgery, 500 Parnassus Avenue, Room MUW-424, San Francisco, CA 94143-1724, United States
| | - Johannes R Kratz
- University of California, San Francisco, Department of Surgery, Division of Adult Cardiothoracic Surgery, 500 Parnassus Avenue, Room MUW-424, San Francisco, CA 94143-1724, United States
| | - Kirk D Jones
- University of California, San Francisco, Department of Pathology, 505 Parnassus Avenue Suite M590, Box 0511, San Francisco, CA 94143, United States
| | - David M Jablons
- University of California, San Francisco, Department of Surgery, Division of Adult Cardiothoracic Surgery, 500 Parnassus Avenue, Room MUW-424, San Francisco, CA 94143-1724, United States
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11
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Xiang C, Ji C, Cai Y, Teng H, Wang Y, Zhao R, Shang Z, Guo L, Chen S, Lizaso A, Lin J, Wang H, Li B, Zhang Z, Zhao J, Wei J, Liu J, Zhu L, Fang W, Han Y. Distinct mutational features across preinvasive and invasive subtypes identified through comprehensive profiling of surgically resected lung adenocarcinoma. Mod Pathol 2022; 35:1181-1192. [PMID: 35641658 PMCID: PMC9424111 DOI: 10.1038/s41379-022-01076-w] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 03/23/2022] [Accepted: 03/26/2022] [Indexed: 01/11/2023]
Abstract
Lung adenocarcinoma (LUAD) is a heterogeneous disease. Our study aimed to understand the unique molecular features of preinvasive to invasive LUAD subtypes. We retrospectively analyzed the clinical, histopathological, and molecular data of 3,254 Chinese patients with preinvasive lesions (n = 252), minimally invasive adenocarcinomas (n = 479), and invasive LUAD (n = 2,523). Molecular data were elucidated using a targeted 68-gene next-generation sequencing panel. Our findings revealed four preinvasive lesion-predominant gene mutations, including MAP2K1 insertion-deletions (indels), BRAF non-V600E kinase mutations, and exon 20 insertions (20ins) in both EGFR and ERBB2, which we referred to as mutations enriched in AIS (MEA). The detection rate of MEA in invasive tumors was relatively lower. MAP2K1 missense mutations, which were likely passenger mutations, co-occurred with oncogenic driver mutations, while small indels were mutually exclusive from other genes regardless of the invasion level. BRAF non-V600E kinase-mutant invasive adenocarcinomas (IAC) had significantly higher mutation rates in tumor suppressor genes but lower frequency of co-occurring oncogenic driver mutations than non-kinase-mutant IAC, suggesting the potential oncogenic activity of BRAF non-V600E kinase mutations albeit weaker than BRAF V600E. Moreover, similar to the extremely low frequency of MAP2K1 indels in IAC, BRAF non-V600E kinase domain mutations co-occurring with TSC1 mutations were exclusively found in preinvasive lesions. Compared with EGFR L858R and exon 19 deletion, patients with preinvasive lesions harboring 20ins in either EGFR or ERBB2 were significantly younger, while those with IAC had similar age. Furthermore, our study demonstrated distinct mutational features for subtypes of oncogene mutations favored by different invasion patterns in adenocarcinomas. In conclusion, our data demonstrate distinct mutational features between preinvasive lesions and invasive tumors with MEA, suggesting the involvement of MEA in the early stages of tumorigenesis. Further pre-clinical studies are required to establish the role of these genes in the malignant transformation of LUAD.
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Affiliation(s)
- Chan Xiang
- Department of Pathology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China
| | - Chunyu Ji
- Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China
| | - Yiran Cai
- Burning Rock Biotech, Guangzhou, 510300, China
| | - Haohua Teng
- Department of Pathology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China
| | - Yulu Wang
- Department of Pathology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China
| | - Ruiying Zhao
- Department of Pathology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China
| | - Zhanxian Shang
- Department of Pathology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China
| | - Lianying Guo
- Department of Pathology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China
| | - Shengnan Chen
- Department of Pathology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China
| | | | - Jing Lin
- Burning Rock Biotech, Guangzhou, 510300, China
| | - Haozhe Wang
- Burning Rock Biotech, Guangzhou, 510300, China
| | - Bing Li
- Burning Rock Biotech, Guangzhou, 510300, China
| | - Zhou Zhang
- Burning Rock Biotech, Guangzhou, 510300, China
| | - Jikai Zhao
- Department of Pathology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China
| | - Jinzhi Wei
- Department of Pathology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China
| | - Jiaxin Liu
- Department of Pathology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China
| | - Lei Zhu
- Department of Pathology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China
| | - Wentao Fang
- Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China.
| | - Yuchen Han
- Department of Pathology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China.
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12
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Agnoletto C, Volinia S. Mitochondria dysfunction in circulating tumor cells. Front Oncol 2022; 12:947479. [PMID: 35992829 PMCID: PMC9386562 DOI: 10.3389/fonc.2022.947479] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 07/11/2022] [Indexed: 12/16/2022] Open
Abstract
Circulating tumor cells (CTCs) represent a subset of heterogeneous cells, which, once released from a tumor site, have the potential to give rise to metastasis in secondary sites. Recent research focused on the attempt to detect and characterize these rare cells in the circulation, and advancements in defining their molecular profile have been reported in diverse tumor species, with potential implications for clinical applications. Of note, metabolic alterations, involving mitochondria, have been implicated in the metastatic process, as key determinants in the transition of tumor cells to a mesenchymal or stemness-like phenotype, in drug resistance, and in induction of apoptosis. This review aimed to briefly analyse the most recent knowledge relative to mitochondria dysfunction in CTCs, and to envision implications of altered mitochondria in CTCs for a potential utility in clinics.
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Affiliation(s)
- Chiara Agnoletto
- Rete Oncologica Veneta (ROV), Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Stefano Volinia
- Laboratorio per le Tecnologie delle Terapie Avanzate (LTTA), Department of Translational Medicine, University of Ferrara, Ferrara, Italy
- Biological and Chemical Research Centre (CNBCh UW), University of Warsaw, Warsaw, Poland
- Center of New Technologies, University of Warsaw, Warsaw, Poland
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13
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Zhao Y, Shang J, Gao J, Han H, Gao Z, Yan Y, Zheng Q, Ye T, Fu F, Deng C, Ma Z, Zhang Y, Zheng D, Zheng S, Li Y, Cao Z, Shi L, Chen H. Increased Tumor Intrinsic Growth Potential and Decreased Immune Function Orchestrate the Progression of Lung Adenocarcinoma. Front Immunol 2022; 13:921761. [PMID: 35844495 PMCID: PMC9283781 DOI: 10.3389/fimmu.2022.921761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2022] [Accepted: 06/01/2022] [Indexed: 11/13/2022] Open
Abstract
Background The overall 5-year survival of lung cancer was reported to be only ~15%, with lung adenocarcinoma (LUAD) as the main pathological subtype. Before developing into invasive stages, LUAD undergoes pre-invasive stages of adenocarcinoma in situ (AIS) and minimally invasive adenocarcinoma (MIA), where surgical resection gives an excellent 5-year survival rate. Given the dramatic decline of prognosis from pre-invasive to invasive stages, a deeper understanding of key molecular changes driving the progression of LUAD is highly needed. Methods In this study, we performed whole-exome sequencing and RNA sequencing on surgically resected 24 AIS, 74 MIA, 99 LUAD specimens, and their adjacent paired normal tissues. Survival data were obtained by follow-up after surgery. Key molecular events were found by comparing the gene expression profiles of tumors with different stages. Finally, to measure the level of imbalance between tumor intrinsic growth potential and immune microenvironment, a tumor progressive (TP) index was developed to predict tumor progression and patients’ survival outcome and validated by external datasets. Results As tumors progressed to more invasive stages, they acquired higher growth potential, mutational frequency of tumor suppressor genes, somatic copy number alterations, and tumor mutation burden, along with suppressed immune function. To better predict tumor progression and patients’ outcome, TP index were built to measure the imbalance between tumor intrinsic growth potential and immune microenvironment. Patients with a higher TP index had significantly worse recurrence-free survival [Hazard ratio (HR), 10.47; 95% CI, 3.21–34.14; p < 0.0001] and overall survival (OS) [Hazard ratio (HR), 4.83e8; 95% CI, 0–Inf; p = 0.0013]. We used The Cancer Genome Atlas (TCGA)-LUAD dataset for validation and found that patients with a higher TP index had significantly worse OS (HR, 1.10; 95% CI, 0.83–1.45; p = 0.048), demonstrating the prognostic value of the TP index for patients with LUAD. Conclusions The imbalance of tumor intrinsic growth potential and immune function orchestrate the progression of LUAD, which can be measured by TP index. Our study provided new insights into predicting survival of patients with LUAD and new target discovery for LUAD through assessing the imbalance between tumor intrinsic growth potential and immune function.
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Affiliation(s)
- Yue Zhao
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai, China
- Institute of Thoracic Oncology, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Jun Shang
- State Key Laboratory of Genetic Engineering, Human Phenome Institute, School of Life Sciences and Shanghai Cancer Center, Fudan University, Shanghai, China
| | - Jian Gao
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai, China
- Institute of Thoracic Oncology, Fudan University, Shanghai, China
- International Human Phenome Institutes (Shanghai), Shanghai, China
| | - Han Han
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai, China
- Institute of Thoracic Oncology, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Zhendong Gao
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai, China
- Institute of Thoracic Oncology, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yueren Yan
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai, China
- Institute of Thoracic Oncology, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Qiang Zheng
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Ting Ye
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai, China
- Institute of Thoracic Oncology, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Fangqiu Fu
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai, China
- Institute of Thoracic Oncology, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Chaoqiang Deng
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai, China
- Institute of Thoracic Oncology, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Zelin Ma
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai, China
- Institute of Thoracic Oncology, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yang Zhang
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai, China
- Institute of Thoracic Oncology, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Difan Zheng
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai, China
- Institute of Thoracic Oncology, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Shanbo Zheng
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai, China
- Institute of Thoracic Oncology, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yuan Li
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Zhiwei Cao
- School of Life Sciences, Fudan University, Shanghai, China
- *Correspondence: Haiquan Chen, ; Leming Shi, ; Zhiwei Cao,
| | - Leming Shi
- Institute of Thoracic Oncology, Fudan University, Shanghai, China
- State Key Laboratory of Genetic Engineering, Human Phenome Institute, School of Life Sciences and Shanghai Cancer Center, Fudan University, Shanghai, China
- *Correspondence: Haiquan Chen, ; Leming Shi, ; Zhiwei Cao,
| | - Haiquan Chen
- Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai, China
- Institute of Thoracic Oncology, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- *Correspondence: Haiquan Chen, ; Leming Shi, ; Zhiwei Cao,
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14
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Keith RL, Miller YE, Ghosh M, Franklin WA, Nakachi I, Merrick DT. Lung cancer: Premalignant biology and medical prevention. Semin Oncol 2022; 49:254-260. [PMID: 35305831 DOI: 10.1053/j.seminoncol.2022.02.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 02/08/2022] [Indexed: 11/11/2022]
Abstract
Lung cancer (both adenocarcinoma and squamous cell) progress through a series of pre-malignant histologic changes before the development of invasive disease. Each of these carcinogenic cascades is defined by genetic and epigenetic alterations in pulmonary epithelial cells. Additionally, alterations in the immune response, progenitor cell function, mutational burden, and microenvironmental mediated survival of mutated clones contribute to the risk of pre-malignant lesions progressing to cancer. Medical preventions studies have been completed and current and future trials are informed by the improved understanding of pre-malignancy. This will lead to precision chemoprevention trials based on lesional biology and histologic characteristics.
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Affiliation(s)
- R L Keith
- Division of Pulmonary Sciences and Critical Care Medicine, Rocky Mountain Regional Veterans Affairs Medical Center, Aurora, CO; Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado, Anschutz Medical Campus, Aurora, CO.
| | - Y E Miller
- Division of Pulmonary Sciences and Critical Care Medicine, Rocky Mountain Regional Veterans Affairs Medical Center, Aurora, CO; Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado, Anschutz Medical Campus, Aurora, CO
| | - M Ghosh
- Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado, Anschutz Medical Campus, Aurora, CO
| | - Wilbur A Franklin
- Department of Pathology, University of Colorado, Anschutz Medical Campus, Aurora, CO
| | - I Nakachi
- Department of Pulmonary Medicine, Keio University, Tokyo, Japan
| | - D T Merrick
- Department of Pathology, University of Colorado, Anschutz Medical Campus, Aurora, CO
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15
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Altorki NK, Borczuk AC, Harrison S, Groner LK, Bhinder B, Mittal V, Elemento O, McGraw TE. Global evolution of the tumor microenvironment associated with progression from preinvasive invasive to invasive human lung adenocarcinoma. Cell Rep 2022; 39:110639. [PMID: 35385730 PMCID: PMC9033258 DOI: 10.1016/j.celrep.2022.110639] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 11/04/2021] [Accepted: 03/16/2022] [Indexed: 12/21/2022] Open
Abstract
To investigate changes in the tumor microenvironment (TME) during lung cancer progression, we interrogate tumors from two chest computed tomography (CT)-defined groups. Pure non-solid (pNS) CT density nodules contain preinvasive/minimally invasive cancers, and solid density nodules contain invasive cancers. Profiling data reveal a dynamic interaction between the tumor and its TME throughout progression. Alterations in genes regulating the extracellular matrix and genes regulating fibroblasts are central at the preinvasive state. T cell-mediated immune suppression is initiated in preinvasive nodules and sustained with rising intensity through progression to invasive tumors. Reduced T cell infiltration of the cancer cell nests is more frequently associated with preinvasive cancers, possibly until tumor evolution leads to a durable, viable invasive phenotype accompanied by more varied and robust immune suppression. Upregulation of immune checkpoints occurs only in the invasive nodules. Throughout progression, an effector immune response is present but is effectively thwarted by the immune-suppressive elements.
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Affiliation(s)
- Nasser K Altorki
- Department of Cardiothoracic Surgery, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Neuberger Berman Foundation Lung Cancer Research Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Meyer Cancer Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA.
| | - Alain C Borczuk
- Meyer Cancer Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Department of Pathology, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA
| | - Sebron Harrison
- Department of Cardiothoracic Surgery, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Neuberger Berman Foundation Lung Cancer Research Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA
| | - Lauren K Groner
- Department of Radiology, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA
| | - Bhavneet Bhinder
- Caryl and Israel Englander Institute for Precision Medicine, Institute for Computational Biomedicine, Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY 10068, USA
| | - Vivek Mittal
- Department of Cardiothoracic Surgery, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Neuberger Berman Foundation Lung Cancer Research Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Meyer Cancer Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Department of Cell Biology, Weill Cornell Medicine New York, NY 10068, USA
| | - Olivier Elemento
- Meyer Cancer Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Caryl and Israel Englander Institute for Precision Medicine, Institute for Computational Biomedicine, Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY 10068, USA
| | - Timothy E McGraw
- Department of Cardiothoracic Surgery, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Neuberger Berman Foundation Lung Cancer Research Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Meyer Cancer Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Department of Biochemistry, Weill Cornell Medicine, New York, NY 10068, USA.
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16
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Wang J, Jiang D, Zheng X, Li W, Zhao T, Wang D, Yu H, Sun D, Li Z, Zhang J, Zhang Z, Hou L, Jiang G, Fei K, Zhang F, Yang K, Zhang P. Tertiary lymphoid structure and decreased CD8+ T cell infiltration in minimally invasive adenocarcinoma. iScience 2022; 25:103883. [PMID: 35243243 PMCID: PMC8873609 DOI: 10.1016/j.isci.2022.103883] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Revised: 12/03/2021] [Accepted: 02/02/2022] [Indexed: 12/13/2022] Open
Abstract
Knowledge of the tumor microenvironment (TME) in patients with early lung cancer, especially in comparison with the matched adjacent tissues, remains lacking. To characterize TME of early-stage lung adenocarcinoma, we performed RNA-seq profiling on 58 pairs of minimally invasive adenocarcinoma (MIA) tumors and matched adjacent normal tissues. MIA tumors exhibited an adaptive TME characterized by high CD4+ T cell infiltration, high B-cell activation, and low CD8+ T cell infiltration. The high expression of markers for B cells, activated CD4+ T cells, and follicular helper T (Tfh) cells in bulk MIA samples and three independent single-cell RNA-seq datasets implied tertiary lymphoid structures (TLS) formation. Multiplex immunohistochemistry staining validated TLS formation and revealed an enrichment of follicular regulatory T cells (Tfr) in TLS follicles, which may explain the lower CD8+ T cell infiltration and attenuated anti-tumor immunity in MIA. Our study demonstrates how integrating transcriptome and pathology characterize TME and elucidate potential mechanisms of tumor immune evasion. Higher infiltration and activation of B and CD4+ T cell characterize MIA tumors MIA tumors are infiltrated with lower CD8+ T cells than normal tissues TLS constituted by B, CD4+ T cells, and CD35+ FDC is validated in MIA tumors Decreased CD8+ T is associated with Tfr-mediated immunosuppression in MIA tumor
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Affiliation(s)
- Jin Wang
- Clinical Translational Research Center, Shanghai Pulmonary Hospital, School of Life Sciences and Technology, Tongji University, Shanghai, China
| | - Dongbo Jiang
- Department of Immunology, School of Basic Medicine, Air-Force Medical University (Fourth Military Medical University), Xi'an, China
| | - Xiaoqi Zheng
- Department of Mathematics, Shanghai Normal University, Shanghai, China
| | - Wang Li
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Life Sciences and Technology, Shanghai, China
| | - Tian Zhao
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Life Sciences and Technology, Shanghai, China
| | - Di Wang
- Tissue Bank, Department of Pathology, Experimental Animal Center, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Huansha Yu
- Tissue Bank, Department of Pathology, Experimental Animal Center, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Dongqing Sun
- Clinical Translational Research Center, Shanghai Pulmonary Hospital, School of Life Sciences and Technology, Tongji University, Shanghai, China
| | - Ziyi Li
- Clinical Translational Research Center, Shanghai Pulmonary Hospital, School of Life Sciences and Technology, Tongji University, Shanghai, China
| | - Jian Zhang
- Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China
| | - Zhe Zhang
- Department of Gynecologic Oncology, Chinese PLA General Hospital, Beijing, China
| | - Likun Hou
- Tissue Bank, Department of Pathology, Experimental Animal Center, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Gening Jiang
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Ke Fei
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Fan Zhang
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Life Sciences and Technology, Shanghai, China
- Corresponding author
| | - Kun Yang
- Department of Immunology, School of Basic Medicine, Air-Force Medical University (Fourth Military Medical University), Xi'an, China
- Corresponding author
| | - Peng Zhang
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
- Corresponding author
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17
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Kester L, de Barbanson B, Lyubimova A, Chen LT, van der Schrier V, Alemany A, Mooijman D, Peterson-Maduro J, Drost J, de Ridder J, van Oudenaarden A. Integration of multiple lineage measurements from the same cell reconstructs parallel tumor evolution. CELL GENOMICS 2022; 2:100096. [PMID: 36778661 PMCID: PMC9903660 DOI: 10.1016/j.xgen.2022.100096] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 05/23/2021] [Accepted: 01/19/2022] [Indexed: 12/30/2022]
Abstract
Organoid evolution models complemented with integrated single-cell sequencing technology provide a powerful platform to characterize intra-tumor heterogeneity (ITH) and tumor evolution. Here, we conduct a parallel evolution experiment to mimic the tumor evolution process by evolving a colon cancer organoid model over 100 generations, spanning 6 months in time. We use single-cell whole-genome sequencing (WGS) in combination with viral lineage tracing at 12 time points to simultaneously monitor clone size, CNV states, SNV states, and viral lineage barcodes for 1,641 single cells. We integrate these measurements to construct clonal evolution trees with high resolution. We characterize the order of events in which chromosomal aberrations occur and identify aberrations that recur multiple times within the same tumor sub-population. We observe recurrent sequential loss of chromosome 4 after loss of chromosome 18 in four unique tumor clones. SNVs and CNVs identified in our organoid experiments are also frequently reported in colorectal carcinoma samples, and out of 334 patients with chromosome 18 loss in a Memorial Sloan Kettering colorectal cancer cohort, 99 (29.6%) also harbor chromosome 4 loss. Our study reconstructs tumor evolution in a colon cancer organoid model at high resolution, demonstrating an approach to identify potentially clinically relevant genomic aberrations in tumor evolution.
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Affiliation(s)
- Lennart Kester
- Oncode Institute, Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences), 3584 CT Utrecht, the Netherlands
| | - Buys de Barbanson
- Oncode Institute, Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences), 3584 CT Utrecht, the Netherlands,Oncode Institute, Center for Molecular Medicine, University Medical Center Utrecht, 3584 CX Utrecht, the Netherlands
| | - Anna Lyubimova
- Oncode Institute, Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences), 3584 CT Utrecht, the Netherlands
| | - Li-Ting Chen
- Oncode Institute, Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences), 3584 CT Utrecht, the Netherlands,Oncode Institute, Center for Molecular Medicine, University Medical Center Utrecht, 3584 CX Utrecht, the Netherlands
| | - Valérie van der Schrier
- Oncode Institute, Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences), 3584 CT Utrecht, the Netherlands
| | - Anna Alemany
- Oncode Institute, Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences), 3584 CT Utrecht, the Netherlands
| | - Dylan Mooijman
- Oncode Institute, Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences), 3584 CT Utrecht, the Netherlands
| | - Josi Peterson-Maduro
- Oncode Institute, Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences), 3584 CT Utrecht, the Netherlands
| | - Jarno Drost
- Oncode Institute, Princess Máxima Center for Pediatric Oncology, 3584 CS Utrecht, the Netherlands
| | - Jeroen de Ridder
- Oncode Institute, Center for Molecular Medicine, University Medical Center Utrecht, 3584 CX Utrecht, the Netherlands,Corresponding author
| | - Alexander van Oudenaarden
- Oncode Institute, Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences), 3584 CT Utrecht, the Netherlands,Corresponding author
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18
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Gene Expression Profiles of Multiple Synchronous Lesions in Lung Adenocarcinoma. Cells 2021; 10:cells10123484. [PMID: 34943992 PMCID: PMC8700398 DOI: 10.3390/cells10123484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 12/05/2021] [Accepted: 12/06/2021] [Indexed: 11/24/2022] Open
Abstract
Many studies support a stepwise continuum of morphologic changes between atypical adenomatous hyperplasia (AAH) and lung adenocarcinoma (ADC). Here we characterized gene expression patterns and the association of differentially expressed genes and immune tumor microenvironment behaviors in AAH to ADC during ADC development. Tumor tissues from nine patients with ADC and synchronous multiple ground glass nodules/lesions (GGN/Ls) were analyzed using RNA sequencing. Using clustering, we identified genes differentially and sequentially expressed in AAH and ADC compared to normal tissues. Functional enrichment analysis using gene ontology terms was performed, and the fraction of immune cell types was estimated. We identified up-regulated genes (ACSL5 and SERINC2) with a stepwise change of expression from AAH to ADC and validated those expressions by quantitative PCR and immunohistochemistry. The immune cell profiles revealed increased B cell activities and decreased natural killer cell activities in AAH and ADC. A stepwise change of differential expression during ADC development revealed potential effects on immune function in synchronous precursors and in tumor lesions in patients with lung cancer.
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19
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Wang Z, Li Z, Zhou K, Wang C, Jiang L, Zhang L, Yang Y, Luo W, Qiao W, Wang G, Ni Y, Dai S, Guo T, Ji G, Xu M, Liu Y, Su Z, Che G, Li W. Deciphering cell lineage specification of human lung adenocarcinoma with single-cell RNA sequencing. Nat Commun 2021; 12:6500. [PMID: 34764257 PMCID: PMC8586023 DOI: 10.1038/s41467-021-26770-2] [Citation(s) in RCA: 80] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Accepted: 10/22/2021] [Indexed: 02/08/2023] Open
Abstract
Lung adenocarcinomas (LUAD) arise from precancerous lesions such as atypical adenomatous hyperplasia, which progress into adenocarcinoma in situ and minimally invasive adenocarcinoma, then finally into invasive adenocarcinoma. The cellular heterogeneity and molecular events underlying this stepwise progression remain unclear. In this study, we perform single-cell RNA sequencing of 268,471 cells collected from 25 patients in four histologic stages of LUAD and compare them to normal cell types. We detect a group of cells closely resembling alveolar type 2 cells (AT2) that emerged during atypical adenomatous hyperplasia and whose transcriptional profile began to diverge from that of AT2 cells as LUAD progressed, taking on feature characteristic of stem-like cells. We identify genes related to energy metabolism and ribosome synthesis that are upregulated in early stages of LUAD and may promote progression. MDK and TIMP1 could be potential biomarkers for understanding LUAD pathogenesis. Our work shed light on the underlying transcriptional signatures of distinct histologic stages of LUAD progression and our findings may facilitate early diagnosis.
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Affiliation(s)
- Zhoufeng Wang
- grid.412901.f0000 0004 1770 1022Department of Respiratory and Critical Care Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan China ,grid.412901.f0000 0004 1770 1022Precision Medicine Research Center, West China Hospital, Sichuan University, Chengdu, Sichuan China ,grid.412901.f0000 0004 1770 1022Research Units of West China, Chinese Academy of Medical Sciences, West China Hospital, Chengdu, Sichuan China
| | - Zhe Li
- Singlera Genomics Ltd, Shanghai, China
| | - Kun Zhou
- grid.13402.340000 0004 1759 700XDepartment of Thoracic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China ,grid.412901.f0000 0004 1770 1022Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan China
| | - Chengdi Wang
- grid.412901.f0000 0004 1770 1022Department of Respiratory and Critical Care Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan China
| | - Lili Jiang
- grid.412901.f0000 0004 1770 1022Department of Pathology, West China Hospital of Sichuan University, Chengdu, China
| | - Li Zhang
- grid.412901.f0000 0004 1770 1022Department of Respiratory and Critical Care Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan China
| | - Ying Yang
- grid.412901.f0000 0004 1770 1022Department of Respiratory and Critical Care Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan China
| | - Wenxin Luo
- grid.412901.f0000 0004 1770 1022Department of Respiratory and Critical Care Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan China
| | - Wenliang Qiao
- grid.412901.f0000 0004 1770 1022Lung Cancer Center, West China Hospital Sichuan University, Chengdu, Sichuan China
| | - Gang Wang
- grid.412901.f0000 0004 1770 1022Precision Medicine Research Center, West China Hospital, Sichuan University, Chengdu, Sichuan China
| | - Yinyun Ni
- grid.412901.f0000 0004 1770 1022Department of Respiratory and Critical Care Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan China
| | - Shuiping Dai
- grid.412901.f0000 0004 1770 1022Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan China
| | - Tingting Guo
- grid.412901.f0000 0004 1770 1022Department of Respiratory and Critical Care Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan China
| | - Guiyi Ji
- grid.412901.f0000 0004 1770 1022Health Management Center, West China Hospital, Sichuan University, Chengdu, Sichuan China
| | - Minjie Xu
- Singlera Genomics Ltd, Shanghai, China
| | | | - Zhixi Su
- Singlera Genomics Ltd, Shanghai, China
| | - Guowei Che
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
| | - Weimin Li
- Department of Respiratory and Critical Care Medicine, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China. .,Precision Medicine Research Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China. .,Research Units of West China, Chinese Academy of Medical Sciences, West China Hospital, Chengdu, Sichuan, China.
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20
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Pons-Tostivint E, Lugat A, Fontenau JF, Denis MG, Bennouna J. STK11/LKB1 Modulation of the Immune Response in Lung Cancer: From Biology to Therapeutic Impact. Cells 2021; 10:cells10113129. [PMID: 34831355 PMCID: PMC8618117 DOI: 10.3390/cells10113129] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 10/28/2021] [Accepted: 11/09/2021] [Indexed: 12/20/2022] Open
Abstract
The STK11/LKB1 gene codes for liver kinase B1 (STK11/LKB1), a highly conserved serine/threonine kinase involved in many energy-related cellular processes. The canonical tumor-suppressive role for STK11/LKB1 involves the activation of AMPK-related kinases, a master regulator of cell survival during stress conditions. In pre-clinical models, inactivation of STK11/LKB1 leads to the progression of lung cancer with the acquisition of metastatic properties. Moreover, preclinical and clinical data have shown that inactivation of STK11/LKB1 is associated with an inert tumor immune microenvironment, with a reduced density of infiltrating cytotoxic CD8+ T lymphocytes, a lower expression of PD-(L)1, and a neutrophil-enriched tumor microenvironment. In this review, we first describe the biological function of STK11/LKB1 and the role of its inactivation in cancer cells. We report descriptive epidemiology, co-occurring genomic alterations, and prognostic impact for lung cancer patients. Finally, we discuss recent data based on pre-clinical models and lung cancer cohorts analyzing the results of STK11/LKB1 alterations on the immune system and response or resistance to immune checkpoint inhibitors.
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Affiliation(s)
- Elvire Pons-Tostivint
- Medical Oncology Department, Nantes University Hospital, 44000 Nantes, France
- Center for Research in Cancerology and Immunology Nantes-Angers (CRCINA), University of Nantes, INSERM UMR 1232, 44000 Nantes, France; (A.L.); (J.-F.F.); (J.B.)
- Correspondence:
| | - Alexandre Lugat
- Center for Research in Cancerology and Immunology Nantes-Angers (CRCINA), University of Nantes, INSERM UMR 1232, 44000 Nantes, France; (A.L.); (J.-F.F.); (J.B.)
| | - Jean-François Fontenau
- Center for Research in Cancerology and Immunology Nantes-Angers (CRCINA), University of Nantes, INSERM UMR 1232, 44000 Nantes, France; (A.L.); (J.-F.F.); (J.B.)
| | | | - Jaafar Bennouna
- Center for Research in Cancerology and Immunology Nantes-Angers (CRCINA), University of Nantes, INSERM UMR 1232, 44000 Nantes, France; (A.L.); (J.-F.F.); (J.B.)
- Medical Oncology Department, Hopital Foch, 75073 Suresnes, France
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21
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Kadara H, Tran LM, Liu B, Vachani A, Li S, Sinjab A, Zhou XJ, Dubinett SM, Krysan K. Early Diagnosis and Screening for Lung Cancer. Cold Spring Harb Perspect Med 2021; 11:a037994. [PMID: 34001525 PMCID: PMC8415293 DOI: 10.1101/cshperspect.a037994] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Cancer interception refers to actively blocking the cancer development process by preventing progression of premalignancy to invasive disease. The rate-limiting steps for effective lung cancer interception are the incomplete understanding of the earliest molecular events associated with lung carcinogenesis, the lack of preclinical models of pulmonary premalignancy, and the challenge of developing highly sensitive and specific methods for early detection. Recent advances in cancer interception are facilitated by developments in next-generation sequencing, computational methodologies, as well as the renewed emphasis in precision medicine and immuno-oncology. This review summarizes the current state of knowledge in the areas of molecular abnormalities in lung cancer continuum, preclinical human models of lung cancer pathogenesis, and the advances in early lung cancer diagnostics.
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Affiliation(s)
- Humam Kadara
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
| | - Linh M Tran
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California 90095, USA
| | - Bin Liu
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California 90095, USA
| | - Anil Vachani
- Pulmonary, Allergy, and Critical Care Division, Department of Medicine, University of Pennsylvania and Philadelphia VA Medical Center, Philadelphia, Pennsylvania 19104, USA
| | - Shuo Li
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California 90095, USA
| | - Ansam Sinjab
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
| | - Xianghong J Zhou
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California 90095, USA
| | - Steven M Dubinett
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California 90095, USA
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California 90095, USA
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at UCLA, Los Angeles, California 90095, USA
- UCLA Jonsson Comprehensive Cancer Center, Los Angeles, California 90024, USA
- VA Greater Los Angeles Healthcare System, Los Angeles, California 90073, USA
| | - Kostyantyn Krysan
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California 90095, USA
- VA Greater Los Angeles Healthcare System, Los Angeles, California 90073, USA
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22
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Exosomes in Lung Cancer: Actors and Heralds of Tumor Development. Cancers (Basel) 2021; 13:cancers13174330. [PMID: 34503141 PMCID: PMC8431734 DOI: 10.3390/cancers13174330] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 08/24/2021] [Accepted: 08/25/2021] [Indexed: 12/16/2022] Open
Abstract
Lung cancer is a leading cause of cancer-related death worldwide and in most cases, diagnosis is reached when the tumor has already spread and prognosis is quite poor. For that reason, the research for new biomarkers that could improve early diagnosis and its management is essential. Exosomes are microvesicles actively secreted by cells, especially by tumor cells, hauling molecules that mimic molecules of the producing cells. There are multiple methods for exosome isolation and analysis, although not standardized, and cancer exosomes from biological fluids are especially difficult to study. Exosomes' cargo proteins, RNA, and DNA participate in the communication between cells, favoring lung cancer development by delivering signals for growth, metastasis, epithelial mesenchymal transition, angiogenesis, immunosuppression and even drug resistance. Exosome analysis can be useful as a type of liquid biopsy in the diagnosis, prognosis and follow-up of lung cancer. In this review, we will discuss recent advances in the role of exosomes in lung cancer and their utility as liquid biopsy, with special attention to isolating methods.
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23
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Shiba-Ishii A. Significance of stratifin in early progression of lung adenocarcinoma and its potential therapeutic relevance. Pathol Int 2021; 71:655-665. [PMID: 34324245 DOI: 10.1111/pin.13147] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Accepted: 07/06/2021] [Indexed: 12/21/2022]
Abstract
Lung cancer is the most common cause of global cancer-related mortality, and the main histological type is adenocarcinoma, accounting for 50% of non-small cell lung cancer. In 2015, the World Health Organization (WHO) histological classification defined the concepts of "adenocarcinoma in situ" (AIS) and "minimally invasive adenocarcinoma" (MIA), which are considered to be adenocarcinomas at a very early stage. Although AIS and MIA have a very favorable outcome, once they progress to early but invasive adenocarcinoma (eIA), they can sometimes have a fatal outcome. We previously compared the expression profiles of eIA and AIS, and identified stratifin (SFN; 14-3-3 sigma) as a protein showing significantly higher expression in eIA than in AIS. Expression of SFN is controlled epigenetically by DNA demethylation, and its overexpression is significantly correlated with poorer outcome. In vitro and in vivo analyses have shown that SFN facilitates early progression of adenocarcinoma by enhancing cell proliferation. This review summarizes genetic and epigenetic abnormalities that can occur in early-stage lung adenocarcinoma and introduces recent findings regarding the biological significance of SFN overexpression during the course of lung adenocarcinoma progression. Therapeutic strategies for targeting SFN are also discussed.
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Affiliation(s)
- Aya Shiba-Ishii
- Department of Diagnostic Pathology, Faculty of Medicine, University of Tsukuba, Tsukuba-shi, Ibaraki, Japan
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24
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Saggese P, Martinez CA, Tran LM, Lim R, Dumitras C, Grogan T, Elashoff D, Ramin SR, Dubinett SM, Liu B, Scafoglio C. Genotoxic Treatment Enhances Immune Response in a Genetic Model of Lung Cancer. Cancers (Basel) 2021; 13:cancers13143595. [PMID: 34298808 PMCID: PMC8307650 DOI: 10.3390/cancers13143595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 07/15/2021] [Indexed: 01/19/2023] Open
Abstract
Recent advances in immunotherapy have reshaped the clinical management of lung cancer, and immune checkpoint inhibitors (ICIs) are now first-line treatment for advanced lung cancer. However, the majority of patients do not respond to ICIs as single agents, and many develop resistance after initial responses. Therefore, there is urgent need to improve the current ICI strategies. Murine models currently available for pre-clinical studies have serious limitations for evaluating novel immunotherapies. GEMMs are reliable and predictable models driven by oncogenic mutations mirroring those found in cancer patients. However, they lack the mutational burden of human cancers and thus do not elicit proper immune surveillance. Carcinogen-induced models are characterized by mutational burden that more closely resembles human cancer, but they often require extremely long experimental times with inconsistent results. Here, we present a hybrid model in which genetically engineered mice are exposed to the carcinogen N-Methyl-N-Nitrosourea (MNU) to increase tumor mutational burden (TMB), induce early-stage immune responses, and enhance susceptibility to ICIs. We anticipate that this model will be useful for pre-clinical evaluation of novel immunotherapies.
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Affiliation(s)
- Pasquale Saggese
- Division of Pulmonary and Critical Care Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA; (P.S.); (C.A.M.); (L.M.T.); (R.L.); (C.D.); (S.-R.R.); (S.M.D.); (B.L.)
| | - Cesar A. Martinez
- Division of Pulmonary and Critical Care Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA; (P.S.); (C.A.M.); (L.M.T.); (R.L.); (C.D.); (S.-R.R.); (S.M.D.); (B.L.)
| | - Linh M. Tran
- Division of Pulmonary and Critical Care Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA; (P.S.); (C.A.M.); (L.M.T.); (R.L.); (C.D.); (S.-R.R.); (S.M.D.); (B.L.)
| | - Raymond Lim
- Division of Pulmonary and Critical Care Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA; (P.S.); (C.A.M.); (L.M.T.); (R.L.); (C.D.); (S.-R.R.); (S.M.D.); (B.L.)
| | - Camelia Dumitras
- Division of Pulmonary and Critical Care Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA; (P.S.); (C.A.M.); (L.M.T.); (R.L.); (C.D.); (S.-R.R.); (S.M.D.); (B.L.)
| | - Tristan Grogan
- Department of Medicine Statistics Core, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA; (T.G.); (D.E.)
| | - David Elashoff
- Department of Medicine Statistics Core, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA; (T.G.); (D.E.)
| | - Salehi-Rad Ramin
- Division of Pulmonary and Critical Care Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA; (P.S.); (C.A.M.); (L.M.T.); (R.L.); (C.D.); (S.-R.R.); (S.M.D.); (B.L.)
| | - Steven M. Dubinett
- Division of Pulmonary and Critical Care Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA; (P.S.); (C.A.M.); (L.M.T.); (R.L.); (C.D.); (S.-R.R.); (S.M.D.); (B.L.)
| | - Bin Liu
- Division of Pulmonary and Critical Care Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA; (P.S.); (C.A.M.); (L.M.T.); (R.L.); (C.D.); (S.-R.R.); (S.M.D.); (B.L.)
| | - Claudio Scafoglio
- Division of Pulmonary and Critical Care Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA; (P.S.); (C.A.M.); (L.M.T.); (R.L.); (C.D.); (S.-R.R.); (S.M.D.); (B.L.)
- Correspondence: ; Tel.: +1-310-825-9577
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25
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26
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Hirsch D, Hardt J, Sauer C, Heselmeyer-Hadded K, Witt SH, Kienle P, Ried T, Gaiser T. Molecular characterization of ulcerative colitis-associated colorectal carcinomas. Mod Pathol 2021; 34:1153-1166. [PMID: 33318582 PMCID: PMC8154647 DOI: 10.1038/s41379-020-00722-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2020] [Revised: 10/14/2020] [Accepted: 10/28/2020] [Indexed: 12/15/2022]
Abstract
Patients with ulcerative colitis (UC) are at increased risk for developing colorectal cancer (CRC). In contrast to sporadic colorectal tumorigenesis, TP53 mutations occur early in the progression from inflamed colonic epithelium to dysplasia to CRC, and are sometimes readily detectable in inflamed, (yet) non-dysplastic mucosa. Here, we analyzed formalin-fixed paraffin-embedded tissue samples from 19 patients with long-standing UC (median 18 years, range 3 to 34) who had developed CRC as a consequence of chronic inflammation of the large bowel. We performed microsatellite instability testing, copy number analysis by array-based comparative genomic hybridization, mutation analysis by targeted next generation sequencing (48-gene panel) and TP53 immunostaining. The results were compared to The Cancer Genome Atlas (TCGA) data on sporadic CRC. All UC-CRC lesions in our cohort were microsatellite stable. Overall, genomic imbalances of UC-CRCs showed patterns of chromosomal aneuploidies characteristic for sporadic CRC with the exception of gains of chromosome arm 5p (12 of 23 UC-CRC, 52%), which are rare in sporadic CRCs from TCGA (21 of 144, 15%; FDR adjusted P = 0.006). UC-CRCs showed a predilection for TP53 alterations, which was the most frequently mutated gene in our cohort (20 of 23, 87%). Interestingly, spatially separated tumor lesions from individual patients tended to harbor distinct TP53 mutations. Similar to CRCs arising in a background of Crohn's colitis, the genetic landscape of UC-CRCs was characterized by TP53 mutations and chromosomal aneuploidies including gains of chromosome arm 5p. Both alterations harbor the potential for early detection in precursor lesions, thus complementing morphologic diagnosis.
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Affiliation(s)
- Daniela Hirsch
- Institute of Pathology, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
- Cancer Genomics Section, Genetics Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
| | - Julia Hardt
- Department of Surgery, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Christian Sauer
- Institute of Pathology, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Kerstin Heselmeyer-Hadded
- Cancer Genomics Section, Genetics Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Stephanie H Witt
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Peter Kienle
- General and Visceral Surgery, Theresienkrankenhaus and St. Hedwig-Klinik GmbH, Mannheim, Germany
| | - Thomas Ried
- Cancer Genomics Section, Genetics Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Timo Gaiser
- Institute of Pathology, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
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27
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Succony L, Rassl DM, Barker AP, McCaughan FM, Rintoul RC. Adenocarcinoma spectrum lesions of the lung: Detection, pathology and treatment strategies. Cancer Treat Rev 2021; 99:102237. [PMID: 34182217 DOI: 10.1016/j.ctrv.2021.102237] [Citation(s) in RCA: 132] [Impact Index Per Article: 33.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 05/24/2021] [Accepted: 05/26/2021] [Indexed: 02/07/2023]
Abstract
Adenocarcinoma has become the most prevalent lung cancer sub-type and its frequency is increasing. The earliest stages in the development of lung adenocarcinomas are visible using modern computed tomography (CT) as ground glass nodules. These pre-invasive nodules can progress over time to become invasive lung adenocarcinomas. Lesions in this developmental pathway are termed 'adenocarcinoma spectrum' lesions. With the introduction of lung cancer screening programs there has been an increase in the detection of these lesions raising questions about natural history, surveillance and treatment. Here we review how the radiological appearance of an adenocarcinoma spectrum lesion relates to its underlying pathology and explore the natural history and factors driving lesion progression. We examine the molecular changes that occur at each stage of adenocarcinoma spectrum lesion development, including the effects of the driver mutations, EGFR and KRAS, that are key to invasive adenocarcinoma pathology. A better understanding of the development of pre-invasive disease will create treatment targets. Our understanding of how tumours interact with the immune system has led to the development of new therapeutic strategies. We review the role of the immune system in the development of adenocarcinoma spectrum lesions. With a clear preinvasive phase there is an opportunity to treat early adenocarcinoma spectrum lesions before an invasive lung cancer develops. We review current management including surveillance, surgical resection and oncological therapy as well as exploring potential future treatment avenues.
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Affiliation(s)
- L Succony
- Department of Thoracic Oncology, Royal Papworth Hospital, Cambridge CB2 0AY, United Kingdom
| | - D M Rassl
- Department of Pathology, Royal Papworth Hospital NHS Foundation Trust, Cambridge CB2 0AY, United Kingdom
| | - A P Barker
- Department of Radiology, Royal Papworth Hospital NHS Foundation Trust, Cambridge CB2 0AY, United Kingdom
| | - F M McCaughan
- Department of Medicine, University of Cambridge, Addenbrookes Hospital, Cambridge CB2 0QQ, United Kingdom
| | - R C Rintoul
- Department of Thoracic Oncology, Royal Papworth Hospital, Cambridge CB2 0AY, United Kingdom; Department of Oncology, University of Cambridge, Cambridge CB2 0QQ United Kingdom.
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Mäkinen N, Zhou M, Bemus M, Nevin J, Nag A, Chen R, Colson YL, Thorner AR, Oxnard GR, Meyerson M, Sholl LM. Genomic Evolution in a Patient With Lung Adenocarcinoma With a Germline EGFR T790M Mutation. JTO Clin Res Rep 2021; 2:100146. [PMID: 34590005 PMCID: PMC8474413 DOI: 10.1016/j.jtocrr.2021.100146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Accepted: 01/13/2021] [Indexed: 12/04/2022] Open
Abstract
INTRODUCTION A subset of lung adenocarcinomas (ADs) has been found to have somatic activating mutations in the tyrosine kinase domain of the EGFR gene, associated with response to EGFR tyrosine kinase inhibitor therapy. Rare germline mutations within this domain, including EGFR T790M, have been associated with genetic susceptibility to lung ADs. Using high-throughput sequencing, we elucidate the genomic evolution in tissues from a patient with lung AD carrying a germline EGFR T790M mutation. METHODS We performed microdissection, targeted panel, and whole-exome sequencing to molecularly characterize multiple foci of atypical adenomatous hyperplasia (AAH), in situ and invasive components of AD, normal lung tissue, and whole blood from the patient. Normal lung tissue was analyzed for potential acquired somatic genome alterations ("field effect"). RESULTS All lesions harbored a secondary somatic EGFR mutation, either L858R or L861Q, in addition to the germline T790M mutation. Clear overlap was observed between the somatic profiles of in situ and invasive AD components, confirming clonal relatedness. AAH lesions shared few to no somatic alterations with the AD, suggesting clonal independence. No robust evidence of field effect was identified in the normal lung tissue. CONCLUSIONS Somatic EGFR mutations are early events in the pathogenesis of lung ADs arising in the context of germline EGFR T790M. Synchronous AAH lesions seem to be independent. Stepwise genomic evolution is observed in association with invasiveness of the neoplastic cell population.
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Affiliation(s)
- Netta Mäkinen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Cancer Program, Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Meng Zhou
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Cancer Program, Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Meredith Bemus
- Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Julius Nevin
- Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Anwesha Nag
- Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Ruthia Chen
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Yolonda L. Colson
- Department of Surgery, Massachusetts General Hospital, Boston, Massachusetts
| | - Aaron R. Thorner
- Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Geoffrey R. Oxnard
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Matthew Meyerson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Cancer Program, Broad Institute of Harvard and MIT, Cambridge, Massachusetts
- Department of Genetics, Harvard Medical School, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Lynette M. Sholl
- Department of Pathology, Brigham and Women’s Hospital, Boston, Massachusetts
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29
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Luo C, Huang J, Guo Z, Guo J, Zeng X, Li Y, Liu M. Methylated biomarkers for breast cancer identified through public database analysis and plasma target capture sequencing. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:683. [PMID: 33987381 PMCID: PMC8106113 DOI: 10.21037/atm-21-1128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Background Aberrant methylation is common during the early stage of cancer development. This study was designed to investigate DNA methylation as biomarker for breast cancer. Methods Public database analysis and methylation-specific whole-gene sequencing were conducted to identify methylated biomarkers that would enable early non-invasive diagnosis of breast cancer. Firstly, the data was obtained from the TCGA Database and the Blueprint Epigenome Database. Secondly, methylation-specific whole-gene sequencing was conducted in 10 female patients with early-stage breast cancer and 10 healthy female volunteers from Nanfang Hospital of Southern Medical University between March 2018 and July 2018. Thirdly, the R language was used for data analysis, and KEGG and DAVID online tool was used for annotations. Results We found that methylation levels at 13 cytosine-phosphate-guanine (CpG) sites (cg04066177, cg04281344, cg05995576, cg06221609, cg08642731, cg11388802, cg12665414, cg14557216, cg19404723, cg19457909, cg24570211, cg25818763, and cg26215982) in the malignant tissue DNA were highly comparable to those of circulating cell-free DNA (cfDNA) of breast cancer patients, but were significantly different from those of normal tissue DNA, cfDNA of healthy women, and leukocyte DNA. In addition, three CpG sites (cg04281344, cg24570211, and cg26215982) were confirmed in clinical research, which showed that the sensitivity and specificity of these CpGs as biomarkers for breast cancer were 69.4–83.7% and 85.7–88.6%, respectively. Conclusions New biomarkers were identified and confirmed for breast cancer by comparing the methylation of tumour tissues, leukocytes, and non-plasma DNA.
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Affiliation(s)
- Can Luo
- Breast Center, Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Jiaheng Huang
- Department of Surgery, First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Zhaoze Guo
- Breast Center, Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Jingyun Guo
- Breast Center, Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Xiaoqi Zeng
- Breast Center, Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Yimin Li
- General Surgery, Yangjiang Hospital, Qiongzhong, China
| | - Minfeng Liu
- Breast Center, Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China
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30
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Choe JH, Mazambani S, Kim TH, Kim JW. Oxidative Stress and the Intersection of Oncogenic Signaling and Metabolism in Squamous Cell Carcinomas. Cells 2021; 10:606. [PMID: 33803326 PMCID: PMC8000417 DOI: 10.3390/cells10030606] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 02/25/2021] [Accepted: 03/03/2021] [Indexed: 12/13/2022] Open
Abstract
Squamous cell carcinomas (SCCs) arise from both stratified squamous and non-squamous epithelium of diverse anatomical sites and collectively represent one of the most frequent solid tumors, accounting for more than one million cancer deaths annually. Despite this prevalence, SCC patients have not fully benefited from recent advances in molecularly targeted therapy or immunotherapy. Rather, decades old platinum-based or radiation regimens retaining limited specificity to the unique characteristics of SCC remain first-line treatment options. Historically, a lack of a consolidated perspective on genetic aberrations driving oncogenic transformation and other such factors essential for SCC pathogenesis and intrinsic confounding cellular heterogeneity in SCC have contributed to a critical dearth in effective and specific therapies. However, emerging evidence characterizing the distinct genomic, epigenetic, and metabolic landscapes of SCC may be elucidating unifying features in a seemingly heterogeneous disease. In this review, by describing distinct metabolic alterations and genetic drivers of SCC revealed by recent studies, we aim to establish a conceptual framework for a previously unappreciated network of oncogenic signaling, redox perturbation, and metabolic reprogramming that may reveal targetable vulnerabilities at their intersection.
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Affiliation(s)
- Joshua H. Choe
- Department of Biological Sciences, Columbia University, New York, NY 10027, USA
| | - Simbarashe Mazambani
- Department of Biological Sciences, The University of Texas at Dallas, Richardson, TX 75080, USA; (S.M.); (T.H.K.)
| | - Tae Hoon Kim
- Department of Biological Sciences, The University of Texas at Dallas, Richardson, TX 75080, USA; (S.M.); (T.H.K.)
| | - Jung-whan Kim
- Department of Biological Sciences, The University of Texas at Dallas, Richardson, TX 75080, USA; (S.M.); (T.H.K.)
- Research and Development, VeraVerse Inc., 50-1 Yonsei-ro, Seodaemun-gu, Seoul 03722, Korea
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31
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Dong SW, Li R, Cheng Z, Liu DC, Xia J, Xu J, Li S, Wang J, Yue Y, Fan Y, Cao Y, Dai L, Wang J, Zhao P, Wang X, Xiao Z, Qiu C, Wang GS, Zou C. Mutational Pattern in Multiple Pulmonary Nodules Are Associated With Early Stage Lung Adenocarcinoma. Front Oncol 2021; 10:571521. [PMID: 33680914 PMCID: PMC7934775 DOI: 10.3389/fonc.2020.571521] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Accepted: 12/08/2020] [Indexed: 01/07/2023] Open
Abstract
The clinical significance of mutation in multiple pulmonary nodules is largely limited by single gene mutation-directed analysis and lack of validation of gene expression profiles. New analytic strategy is urgently needed for comprehensive understanding of genomic data in multiple pulmonary nodules. In this study, we performed whole exome sequencing in 16 multiple lung nodules and 5 adjacent normal tissues from 4 patients with multiple pulmonary nodules and decoded the mutation information from a perspective of cellular functions and signaling pathways. Mutated genes as well as mutation patterns shared in more than two lesions were identified and characterized. We found that the number of mutations or mutated genes and the extent of protein structural changes caused by different mutations is positively correlated with the degree of malignancy. Moreover, the mutated genes in the nodules are associated with the molecular functions or signaling pathways related to cell proliferation and survival. We showed a developing pattern of quantity (the number of mutations/mutated genes) and quality (the extent of protein structural changes) in multiple pulmonary nodules. The mutation and mutated genes in multiple pulmonary nodules are associated with cell proliferation and survival related signaling pathways. This study provides a new perspective for comprehension of genomic mutational data and might shed new light on deciphering molecular evolution of early stage lung adenocarcinoma.
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Affiliation(s)
- Shao-Wei Dong
- Clinical Medical Research Centre, The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen People's Hospital, Shenzhen, China.,Shenzhen Public Service Platform on Tumor Precision Medicine and Molecular Diagnosis, Shenzhen, China
| | - Rong Li
- Department of Oncology, Taikang Xianlin Drum Tower Hospital, Nanjing University School of Medicine, Nanjing, China
| | - Zhiqiang Cheng
- Department of Pathology, The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen People's Hospital, Shenzhen, China
| | - Dong-Cheng Liu
- Clinical Medical Research Centre, The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen People's Hospital, Shenzhen, China
| | - Jinquan Xia
- Clinical Medical Research Centre, The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen People's Hospital, Shenzhen, China
| | - Jing Xu
- Department of Pathology, The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen People's Hospital, Shenzhen, China
| | - Shixuan Li
- Department of Thoracic Surgery, The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen People's Hospital, Shenzhen, China
| | - Jian Wang
- Department of Thoracic Surgery, The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen People's Hospital, Shenzhen, China
| | - Yongjian Yue
- Department of Respiratory and Critical Medicine, Shenzhen People's Hospital, Second Clinical Medical College of Jinan University, Shenzhen, China
| | - Yingrui Fan
- Department of Oncology, Taikang Xianlin Drum Tower Hospital, Nanjing University School of Medicine, Nanjing, China
| | - Yundi Cao
- Department of Oncology, Taikang Xianlin Drum Tower Hospital, Nanjing University School of Medicine, Nanjing, China
| | - Lingyun Dai
- Department of Geriatrics, The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen People's Hospital, Shenzhen, China
| | - Jigang Wang
- Department of Geriatrics, The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen People's Hospital, Shenzhen, China
| | - Pan Zhao
- Clinical Medical Research Centre, The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen People's Hospital, Shenzhen, China
| | - Xin Wang
- Department of Biomedical Sciences, City University of Hong Kong, Hong Kong, Hong Kong
| | - Zhangang Xiao
- Key Laboratory of Medical Electrophysiology of Ministry of Education, School of Pharmacy, Southwestern Medical University, Luzhou, China
| | - Chen Qiu
- Department of Respiratory and Critical Medicine, Shenzhen People's Hospital, Second Clinical Medical College of Jinan University, Shenzhen, China
| | - Guang-Suo Wang
- Department of Thoracic Surgery, The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen People's Hospital, Shenzhen, China
| | - Chang Zou
- Clinical Medical Research Centre, The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen People's Hospital, Shenzhen, China.,Shenzhen Public Service Platform on Tumor Precision Medicine and Molecular Diagnosis, Shenzhen, China
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32
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Jones GD, Caso R, Tan KS, Mastrogiacomo B, Sanchez-Vega F, Liu Y, Connolly JG, Murciano-Goroff YR, Bott MJ, Adusumilli PS, Molena D, Rocco G, Rusch VW, Sihag S, Misale S, Yaeger R, Drilon A, Arbour KC, Riely GJ, Rosen N, Lito P, Zhang H, Lyden DC, Rudin CM, Jones DR, Li BT, Isbell JM. KRAS G12C Mutation Is Associated with Increased Risk of Recurrence in Surgically Resected Lung Adenocarcinoma. Clin Cancer Res 2021; 27:2604-2612. [PMID: 33593884 DOI: 10.1158/1078-0432.ccr-20-4772] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 02/02/2021] [Accepted: 02/11/2021] [Indexed: 11/16/2022]
Abstract
PURPOSE KRAS G12C is the most common KRAS mutation in primary lung adenocarcinoma. Phase I clinical trials have demonstrated encouraging clinical activity of KRAS G12C inhibitors in the metastatic setting. We investigated disease-free survival (DFS) and tumor genomic features in patients with surgically resected KRAS G12C-mutant lung adenocarcinoma. EXPERIMENTAL DESIGN Patients who underwent resection of stage I-III lung adenocarcinoma and next-generation sequencing (NGS) were evaluated. Exclusion criteria were receipt of induction therapy, incomplete resection, and low-quality NGS. Mutations were classified as KRAS wild-type (KRAS wt), G12C (KRAS G12C), or non-G12C (KRAS other). DFS was compared between groups using the log-rank test; factors associated with DFS were assessed using Cox regression. Mutual exclusivity and cooccurrence, tumor clonality, and mutational signatures were assessed. RESULTS In total, 604 patients were included: 374 KRAS wt (62%), 95 KRAS G12C (16%), and 135 KRAS other (22%). Three-year DFS was not different between KRAS-mutant and KRAS wt tumors. However, 3-year DFS was worse in patients with KRAS G12C than KRAS other tumors (log-rank P = 0.029). KRAS G12C tumors had more lymphovascular invasion (51% vs. 37%; P = 0.032) and higher tumor mutation burden [median (interquartile range), 7.0 (5.3-10.8) vs. 6.1 (3.5-9.7); P = 0.021], compared with KRAS other tumors. KRAS G12C mutation was independently associated with worse DFS on multivariable analysis. Our DFS findings were externally validated in an independent The Cancer Genome Atlas cohort. CONCLUSIONS KRAS G12C mutations are associated with worse DFS after complete resection of stage I-III lung adenocarcinoma. These tumors harbor more aggressive clinicopathologic and genomic features than other KRAS-mutant tumors. We identified a high-risk group for whom KRAS G12C inhibitors may be investigated to improve survival.
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Affiliation(s)
- Gregory D Jones
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Raul Caso
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Kay See Tan
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Brooke Mastrogiacomo
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Francisco Sanchez-Vega
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Yuan Liu
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - James G Connolly
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Matthew J Bott
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Prasad S Adusumilli
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Daniela Molena
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Gaetano Rocco
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Valerie W Rusch
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Smita Sihag
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Sandra Misale
- Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Rona Yaeger
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Alexander Drilon
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York.,Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Kathryn C Arbour
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York.,Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Gregory J Riely
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York.,Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.,Weill Cornell Medicine, New York, New York
| | - Neal Rosen
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York.,Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Piro Lito
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York.,Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Haiying Zhang
- Department of Pediatrics, Weill Cornell School of Medicine, New York, New York
| | - David C Lyden
- Department of Pediatrics, Weill Cornell School of Medicine, New York, New York
| | - Charles M Rudin
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York.,Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - David R Jones
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York. .,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Bob T Li
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York. .,Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.,Weill Cornell Medicine, New York, New York
| | - James M Isbell
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York. .,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
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Chen K, Sun J, Zhao H, Jiang R, Zheng J, Li Z, Peng J, Shen H, Zhang K, Zhao J, Zhu S, Wang Y, Yang F, Wang J. Non-invasive lung cancer diagnosis and prognosis based on multi-analyte liquid biopsy. Mol Cancer 2021; 20:23. [PMID: 33514352 PMCID: PMC7844900 DOI: 10.1186/s12943-021-01323-9] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Accepted: 01/22/2021] [Indexed: 12/19/2022] Open
Affiliation(s)
- Kezhong Chen
- Department of Thoracic Surgery, Peking University People's Hospital, Beijing, 100044, China
| | - Jianlong Sun
- Envelope Health Biotechnology Co. Ltd., BGI-Shenzhen, Shenzhen, 518083, China
| | - Heng Zhao
- Department of Thoracic Surgery, Peking University People's Hospital, Beijing, 100044, China
| | - Ruijingfang Jiang
- Envelope Health Biotechnology Co. Ltd., BGI-Shenzhen, Shenzhen, 518083, China
| | - Jianchao Zheng
- Envelope Health Biotechnology Co. Ltd., BGI-Shenzhen, Shenzhen, 518083, China
| | - Zhilong Li
- Envelope Health Biotechnology Co. Ltd., BGI-Shenzhen, Shenzhen, 518083, China
| | - Jiaxi Peng
- Envelope Health Biotechnology Co. Ltd., BGI-Shenzhen, Shenzhen, 518083, China
| | - Haifeng Shen
- Department of Thoracic Surgery, Peking University People's Hospital, Beijing, 100044, China
| | - Kai Zhang
- Department of Thoracic Surgery, Peking University People's Hospital, Beijing, 100044, China
| | - Jin Zhao
- Envelope Health Biotechnology Co. Ltd., BGI-Shenzhen, Shenzhen, 518083, China
| | - Shida Zhu
- BGI Genomics, BGI-Shenzhen, Shenzhen, 518083, China.,Shenzhen Engineering Laboratory for Innovative Molecular Diagnostics, BGI-Shenzhen, Shenzhen, 518120, China
| | - Yuying Wang
- Envelope Health Biotechnology Co. Ltd., BGI-Shenzhen, Shenzhen, 518083, China.
| | - Fan Yang
- Department of Thoracic Surgery, Peking University People's Hospital, Beijing, 100044, China.
| | - Jun Wang
- Department of Thoracic Surgery, Peking University People's Hospital, Beijing, 100044, China.
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Inoue C, Saito R, Kishikawa S, Hayashi T, Kumasaka T, Yamada T, Oishi H, Yamazaki Y, Fujishima F, Watanabe M, Sasano H. Novel genetic characteristics of multifocal micronodular pneumocyte hyperplasia (MMPH): a case report with frequent BRAF mutations analyzed by next-generation sequencing supporting benign behaviors of MMPH. Virchows Arch 2021; 479:637-641. [PMID: 33443622 DOI: 10.1007/s00428-020-03013-1] [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: 09/06/2020] [Revised: 12/13/2020] [Accepted: 12/27/2020] [Indexed: 10/22/2022]
Abstract
A woman in her 30s, who was clinically diagnosed with tuberous sclerosis complex, underwent lung transplantation due to lymphangioleiomyomatosis with concomitant multifocal micronodular pneumocyte hyperplasia (MMPH). Histologically, MMPH lesions demonstrated variety in histology; some showed homogenous cells with mild nuclear atypia and elastic fibers proliferation, and the others showed enlarged nuclei without elastic fibers. Because the natural history of MMPH is not well characterized, we used next-generation sequencing to perform a comprehensive genetic analysis for the MMPH lesions to explore their malignant potential. Regardless of their histological variety, three of four lesions had BRAF missense mutations, especially the types frequently detected in atypical adenomatous hyperplasia that is considered to be benign rather than a precursor of adenocarcinoma. None of them had major driver mutations of lung adenocarcinoma, except for BRAF mutations. In conclusion, our study of the lesions from this patient indicated the benign characteristic of MMPH.
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Affiliation(s)
- Chihiro Inoue
- Department of Anatomic Pathology, Tohoku University School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi, 980-8575, Japan.,Personalized Medical Center, Tohoku University Hospital, Sendai, Miyagi, Japan
| | - Ryoko Saito
- Department of Anatomic Pathology, Tohoku University School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi, 980-8575, Japan. .,Department of Pathology, Tohoku University Hospital, Sendai, Miyagi, Japan.
| | - Satsuki Kishikawa
- Department of Human Pathology, Juntendo University School of Medicine, Tokyo, Japan
| | - Takuo Hayashi
- Department of Human Pathology, Juntendo University School of Medicine, Tokyo, Japan
| | - Toshio Kumasaka
- Department of Pathology, Japanese Red Cross Medical Center, Tokyo, Japan
| | - Takehiro Yamada
- Department of Thoracic Surgery, Institute of Development, Aging and Cancer, Tohoku University, Sendai, Miyagi, Japan
| | - Hisashi Oishi
- Department of Thoracic Surgery, Institute of Development, Aging and Cancer, Tohoku University, Sendai, Miyagi, Japan
| | - Yuto Yamazaki
- Department of Anatomic Pathology, Tohoku University School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi, 980-8575, Japan
| | | | - Mika Watanabe
- Department of Pathology, Tohoku University Hospital, Sendai, Miyagi, Japan
| | - Hironobu Sasano
- Department of Anatomic Pathology, Tohoku University School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi, 980-8575, Japan.,Department of Pathology, Tohoku University Hospital, Sendai, Miyagi, Japan
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35
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Aiderus A, Contreras-Sandoval AM, Meshey AL, Newberg JY, Ward JM, Swing DA, Copeland NG, Jenkins NA, Mann KM, Mann MB. Promoterless Transposon Mutagenesis Drives Solid Cancers via Tumor Suppressor Inactivation. Cancers (Basel) 2021; 13:E225. [PMID: 33435458 PMCID: PMC7827284 DOI: 10.3390/cancers13020225] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 12/30/2020] [Accepted: 12/31/2020] [Indexed: 12/19/2022] Open
Abstract
A central challenge in cancer genomics is the systematic identification of single and cooperating tumor suppressor gene mutations driving cellular transformation and tumor progression in the absence of oncogenic driver mutation(s). Multiple in vitro and in vivo gene inactivation screens have enhanced our understanding of the tumor suppressor gene landscape in various cancers. However, these studies are limited to single or combination gene effects, specific organs, or require sensitizing mutations. In this study, we developed and utilized a Sleeping Beauty transposon mutagenesis system that functions only as a gene trap to exclusively inactivate tumor suppressor genes. Using whole body transposon mobilization in wild type mice, we observed that cumulative gene inactivation can drive tumorigenesis of solid cancers. We provide a quantitative landscape of the tumor suppressor genes inactivated in these cancers and show that, despite the absence of oncogenic drivers, these genes converge on key biological pathways and processes associated with cancer hallmarks.
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Affiliation(s)
- Aziz Aiderus
- Department of Molecular Oncology, Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA; (A.A.); (A.M.C.-S.); (A.L.M.); (J.Y.N.)
| | - Ana M. Contreras-Sandoval
- Department of Molecular Oncology, Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA; (A.A.); (A.M.C.-S.); (A.L.M.); (J.Y.N.)
| | - Amanda L. Meshey
- Department of Molecular Oncology, Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA; (A.A.); (A.M.C.-S.); (A.L.M.); (J.Y.N.)
| | - Justin Y. Newberg
- Department of Molecular Oncology, Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA; (A.A.); (A.M.C.-S.); (A.L.M.); (J.Y.N.)
- Cancer Research Program, Houston Methodist Research Institute, Houston, TX 77030, USA; (N.G.C.); (N.A.J.)
| | - Jerrold M. Ward
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore 138673, Singapore;
| | - Deborah A. Swing
- Mouse Cancer Genetics Program, Center for Cancer Research, National Cancer Institute, Frederick, MD 21702, USA;
| | - Neal G. Copeland
- Cancer Research Program, Houston Methodist Research Institute, Houston, TX 77030, USA; (N.G.C.); (N.A.J.)
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore 138673, Singapore;
- Mouse Cancer Genetics Program, Center for Cancer Research, National Cancer Institute, Frederick, MD 21702, USA;
| | - Nancy A. Jenkins
- Cancer Research Program, Houston Methodist Research Institute, Houston, TX 77030, USA; (N.G.C.); (N.A.J.)
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore 138673, Singapore;
- Mouse Cancer Genetics Program, Center for Cancer Research, National Cancer Institute, Frederick, MD 21702, USA;
| | - Karen M. Mann
- Department of Molecular Oncology, Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA; (A.A.); (A.M.C.-S.); (A.L.M.); (J.Y.N.)
- Cancer Research Program, Houston Methodist Research Institute, Houston, TX 77030, USA; (N.G.C.); (N.A.J.)
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore 138673, Singapore;
- Mouse Cancer Genetics Program, Center for Cancer Research, National Cancer Institute, Frederick, MD 21702, USA;
- Departments of Gastrointestinal Oncology & Malignant Hematology, Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA
- Cancer Biology and Evolution Program, Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA
- Department of Oncologic Sciences, Morsani College of Medicine, University of South Florida, Tampa, FL 33612, USA
| | - Michael B. Mann
- Department of Molecular Oncology, Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA; (A.A.); (A.M.C.-S.); (A.L.M.); (J.Y.N.)
- Cancer Research Program, Houston Methodist Research Institute, Houston, TX 77030, USA; (N.G.C.); (N.A.J.)
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore 138673, Singapore;
- Mouse Cancer Genetics Program, Center for Cancer Research, National Cancer Institute, Frederick, MD 21702, USA;
- Cancer Biology and Evolution Program, Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA
- Department of Oncologic Sciences, Morsani College of Medicine, University of South Florida, Tampa, FL 33612, USA
- Donald A. Adam Melanoma and Skin Cancer Research Center of Excellence, Moffitt Cancer Center, Tampa, FL 33612, USA
- Department of Cutaneous Oncology, Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA
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Sadhukhan P, Ugurlu MT, Hoque MO. Effect of COVID-19 on Lungs: Focusing on Prospective Malignant Phenotypes. Cancers (Basel) 2020; 12:E3822. [PMID: 33352869 PMCID: PMC7766284 DOI: 10.3390/cancers12123822] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Revised: 12/10/2020] [Accepted: 12/15/2020] [Indexed: 02/07/2023] Open
Abstract
Currently, the healthcare management systems are shattered throughout the world, even in the developed nations due to the COVID-19 viral outbreak. A substantial number of patients infected with SARS-CoV2 develop acute respiratory distress syndrome (ARDS) and need advanced healthcare facilities, including invasive mechanical ventilation. Intracellular infiltration of the SARS-CoV2 virus particles into the epithelial cells in lungs are facilitated by the spike glycoprotein (S Protein) on the outer side of the virus envelope, a membrane protein ACE2 (angiotensin-converting enzyme 2) and two proteases (TMPRSS2 and Furin) in the host cell. This virus has unprecedented effects on the immune system and induces a sudden upregulation of the levels of different pro-inflammatory cytokines. This can be a cause for the onset of pulmonary fibrosis in the lungs. Existence of a high concentration of inflammatory cytokines and viral load can also lead to numerous pathophysiological conditions. Although it is well established that cancer patients are among the high-risk population due to COVID-19-associated mortality, it is still unknown whether survivors of COVID-19-infected subjects are at high-risk population for developing cancer and whether any biologic and clinical features exist in post-COVID-19 individuals that might be related to carcinogenesis.
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Affiliation(s)
- Pritam Sadhukhan
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; (P.S.); (M.T.U.)
| | - M. Talha Ugurlu
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; (P.S.); (M.T.U.)
| | - Mohammad O. Hoque
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; (P.S.); (M.T.U.)
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
- Department of Urology, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
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37
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Yang L, Pang C, Xu F, Yang G, Xu H, Wang C, Wang Y. Tumor Differentiation and EGFR Mutation Associated with Disease-Free Survival in Stage IA Lung Adenocarcinoma Patients with Curative Surgery. Cancer Manag Res 2020; 12:12549-12556. [PMID: 33324099 PMCID: PMC7732172 DOI: 10.2147/cmar.s286503] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Accepted: 11/20/2020] [Indexed: 12/25/2022] Open
Abstract
Background Nearly 30% of stage IA non-small-cell lung cancer patients eventually die of recurrence or metastasis. This study aimed to predict stage IA lung adenocarcinoma (LADC) patients who underwent radical resection with a high risk of recurrence or metastasis. Methods Information on clinicopathological, genetic and therapeutic features and recurrence status was collected in this retrospective and two-center study. A nomogram based on multivariate analysis was established to predict disease-free survival. Further stratification was performed to identify populations with a high risk of relapse. Results A total of 1584 patients with pathological stage IA LADC who underwent radical surgery between 2011 and 2015 were enrolled from two medical institutions in this study. The nomogram including tumor differentiation and EGFR mutation had a higher C-index of 0.880 (95% CI 0.833–0.926) compared to 0.598 (95% CI 0.486–0.711) for the AJCC 8th TNM staging system. Furthermore, the C-index for the validation cohort was 0.798 (95% CI 0.738–0.857). In addition, the 3-year cumulative nonrecurrence rate in the high-risk group stratified by this model was 21.8% compared to 98.1% in the low-risk group. Conclusion This study proposed a new nomogram including tumor differentiation and EGFR mutation to predict recurrence or metastatic probability in stage IA LADC patients who underwent radical surgery. This nomogram could identify patients in the high-risk group and help guide adjuvant treatment in the future.
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Affiliation(s)
- Lu Yang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, People's Republic of China
| | - Chong Pang
- Department of Lung Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin Lung Cancer Center, Tianjin, 300060, People's Republic of China
| | - Fei Xu
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, People's Republic of China
| | - Guangjian Yang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, People's Republic of China
| | - Haiyan Xu
- Department of Comprehensive Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, People's Republic of China
| | - Changli Wang
- Department of Lung Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin Lung Cancer Center, Tianjin, 300060, People's Republic of China
| | - Yan Wang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, People's Republic of China
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38
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Liao G, Liang X, Ping Y, Zhang Y, Liao J, Wang Y, Hou X, Jiang Z, Dong X, Xu C, Xiao Y. Revealing the subtyping of non-small cell lung cancer based on genomic evolutionary patterns by multi-region sequencing. Cancer Med 2020; 9:9485-9498. [PMID: 33078899 PMCID: PMC7774747 DOI: 10.1002/cam4.3541] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 09/12/2020] [Accepted: 09/28/2020] [Indexed: 12/16/2022] Open
Abstract
Accurately classifying patients with non-small cell lung cancer (NSCLC) from the perspective of tumor evolution has not been systematically studied to date. Here, we reconstructed phylogenetic relationships of somatic mutations in 100 early NSCLC patients (327 lesions) through reanalyzing the TRACERx data. Based on the genomic evolutionary patterns presented on the phylogenetic trees, we grouped NSCLC patients into three evolutionary subtypes. The phylogenetic trees among three subtypes exhibited distinct branching structures, with one subtype representing branched evolution and another reflecting the early accumulation of genomic variation. However, in the evolutionary pattern of the third subtype, some mutations experienced selective sweeps and were gradually replaced by multiple newly formed subclonal populations. The subtype patients with poor prognosis had higher intra-tumor heterogeneity and subclonal diversity. We combined genomic heterogeneity with clinical phenotypes analysis and found that subclonal expansion results in the progression and deterioration of the tumor. The molecular mechanisms of subtype-specific Early Driver Feature (EDF) genes differed across the evolutionary subtypes, reflecting the characteristics of the subtype itself. In summary, our study provided new insights on the stratification of NSCLC patients based on genomic evolution that can be valuable for us to understand the development of pulmonary tumor profoundly.
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Affiliation(s)
- Gaoming Liao
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityHarbinHeilongjiangChina
| | - Xin Liang
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityHarbinHeilongjiangChina
| | - Yanyan Ping
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityHarbinHeilongjiangChina
| | - Yong Zhang
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityHarbinHeilongjiangChina
| | - Jianlong Liao
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityHarbinHeilongjiangChina
| | - Yihan Wang
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityHarbinHeilongjiangChina
| | - Xiaobo Hou
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityHarbinHeilongjiangChina
| | - Zedong Jiang
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityHarbinHeilongjiangChina
| | - Xiaoqiu Dong
- The Fourth Hospital of Harbin Medical UniversityHarbinChina
| | - Chaohan Xu
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityHarbinHeilongjiangChina
| | - Yun Xiao
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityHarbinHeilongjiangChina
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Wang S, Du M, Zhang J, Xu W, Yuan Q, Li M, Wang J, Zhu H, Wang Y, Wang C, Gong Y, Wang X, Hu Z, Christiani DC, Xu L, Shen H, Yin R. Tumor evolutionary trajectories during the acquisition of invasiveness in early stage lung adenocarcinoma. Nat Commun 2020; 11:6083. [PMID: 33247113 PMCID: PMC7695730 DOI: 10.1038/s41467-020-19855-x] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 11/04/2020] [Indexed: 12/24/2022] Open
Abstract
The evolutionary trajectories of early lung adenocarcinoma (LUAD) have not been fully elucidated. We hypothesize that genomic analysis between pre-invasive and invasive components will facilitate the description of LUAD evolutionary patterns. We micro-dissect malignant pulmonary nodules (MPNs) into paired pre-invasive and invasive components for panel-genomic sequencing and recognize three evolutionary trajectories. Evolutionary mode 1 (EM1) demonstrates none of the common driver events between paired components, but another two modes, EM2A and EM2B, exhibit critical private alterations restricted to pre-invasive and invasive components, respectively. When ancestral clones harbor EGFR mutations, truncal mutation abundance significantly decrease after the acquisition of invasiveness, which may be associated with the intratumoral accumulation of infiltrated B cells. Harboring EGFR mutations is critical to the selective pressure and further impacts the prognosis. Our findings extend the understanding of evolutionary trajectories during invasiveness acquisition in early LUAD. Invasive early stage lung adenocarcinoma has a heterogeneous prognosis. Here, the authors microdissect malignant pulmonary nodules to invasive and preinvasive components and study the mutations that are common or private between the lesions, allowing them to understand the evolutionary path of the tumours.
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Affiliation(s)
- Siwei Wang
- Department of Thoracic Surgery, Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Nanjing Medical University Affiliated Cancer Hospital & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, 21009, Nanjing, P.R. China
| | - Mulong Du
- Department of Biostatistics, Center for Global Health, School of Public Health, Nanjing Medical University, 211116, Nanjing, P.R. China.,Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA.,Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA.,Department of Medicine, Massachusetts General Hospital/Harvard Medical School, Boston, MA, 02115, USA
| | - Jingyuan Zhang
- Department of Pathology, Nanjing Medical University Affiliated Cancer Hospital & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, 21009, Nanjing, P.R. China
| | - Weizhang Xu
- Department of Thoracic Surgery, Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Nanjing Medical University Affiliated Cancer Hospital & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, 21009, Nanjing, P.R. China
| | - Qianyu Yuan
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA.,Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA.,Department of Medicine, Massachusetts General Hospital/Harvard Medical School, Boston, MA, 02115, USA
| | - Ming Li
- Department of Thoracic Surgery, Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Nanjing Medical University Affiliated Cancer Hospital & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, 21009, Nanjing, P.R. China
| | - Jie Wang
- Department of Science and Technology, Nanjing Medical University Affiliated Cancer Hospital & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, 21009, Nanjing, P.R. China.,Biobank of Lung Cancer, Jiangsu Biobank of Clinical Resources, 21009, Nanjing, P.R. China
| | - Hongyu Zhu
- Department of Thoracic Surgery, Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Nanjing Medical University Affiliated Cancer Hospital & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, 21009, Nanjing, P.R. China
| | - Yuzhuo Wang
- Department of Thoracic Surgery, Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Nanjing Medical University Affiliated Cancer Hospital & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, 21009, Nanjing, P.R. China.,Department of Epidemiology and Biostatistics, International Joint Research Center on Environment and Human Health, Center for Global Health, School of Public Health, Nanjing Medical University, 211116, Nanjing, P.R. China
| | - Cheng Wang
- Department of Epidemiology and Biostatistics, International Joint Research Center on Environment and Human Health, Center for Global Health, School of Public Health, Nanjing Medical University, 211116, Nanjing, P.R. China
| | - Yuhua Gong
- Geneplus-Beijing Institute, 102206, Beijing, P.R. China
| | - Xiaonan Wang
- Geneseeq-Nanjing Technology Inc., 210032, Nanjing, P.R. China
| | - Zhibin Hu
- Department of Epidemiology and Biostatistics, International Joint Research Center on Environment and Human Health, Center for Global Health, School of Public Health, Nanjing Medical University, 211116, Nanjing, P.R. China
| | - David C Christiani
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA.,Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA.,Department of Medicine, Massachusetts General Hospital/Harvard Medical School, Boston, MA, 02115, USA
| | - Lin Xu
- Department of Thoracic Surgery, Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Nanjing Medical University Affiliated Cancer Hospital & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, 21009, Nanjing, P.R. China.,Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, 211116, Nanjing, P.R. China
| | - Hongbing Shen
- Department of Epidemiology and Biostatistics, International Joint Research Center on Environment and Human Health, Center for Global Health, School of Public Health, Nanjing Medical University, 211116, Nanjing, P.R. China
| | - Rong Yin
- Department of Thoracic Surgery, Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Nanjing Medical University Affiliated Cancer Hospital & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, 21009, Nanjing, P.R. China. .,Department of Science and Technology, Nanjing Medical University Affiliated Cancer Hospital & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, 21009, Nanjing, P.R. China. .,Biobank of Lung Cancer, Jiangsu Biobank of Clinical Resources, 21009, Nanjing, P.R. China. .,Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, 211116, Nanjing, P.R. China.
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Xia T, Cai M, Zhuang Y, Ji X, Huang D, Lin L, Liu J, Yang Y, Fu G. Risk Factors for The Growth of Residual Nodule in Surgical Patients with Adenocarcinoma Presenting as Multifocal Ground-glass Nodules. Eur J Radiol 2020; 133:109332. [PMID: 33152625 DOI: 10.1016/j.ejrad.2020.109332] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2020] [Revised: 09/18/2020] [Accepted: 09/30/2020] [Indexed: 11/19/2022]
Abstract
PURPOSE We aim to investigate the risk factors influencing the growth of residual nodule (RN) in surgical patients with adenocarcinoma presenting as multifocal ground-glass nodules (GGNs). METHOD From January 2014 to June 2018, we enrolled 238 patients with multiple GGNs in a retrospective review. Patients were categorized into growth group 63 (26.5%), and non-growth group 175 (73.5%). The median follow-up time was 28.2 months (range, 6.3-73.0 months). To obtain the time of RN growth and find the risk factors for growth, data such as age, gender, history of smoking, history of malignancy, type of surgery, pathology and radiological characteristics were analyzed to use Kaplan-Meier method with the log-rank test and Cox regression analysis. RESULTS The median growth time of RN was 56.0 months (95% CI, 45.0-67.0 months) in all 238 patients. Roundness (HR 4.62, 95% CI 2.20-9.68), part-solid nodule (CTR ≥ 50%) (HR 4.39, 95% CI 2.29-8.45), vascular convergence sign (HR 2.32, 95% CI 1.36-3.96) of RN, and age (HR 1.04, 95% CI 1.01-1.07) were independent predictors of further nodule growth. However, radiological characteristics and pathology of domain tumour (DT) cannot be used as indicators to predict RN growth. CONCLUSIONS RN showed an indolent growth pattern in surgical patients with multifocal GGNs. RN with a higher roundness, presence of vascular convergence sign, more solid component, and in the elder was likely to grow. However, the growth of RN showed no association with the radiological features and pathology of DT.
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Affiliation(s)
- Tianyi Xia
- Depatment of Radiology, Wenzhou Medical University, First Affiliated Hospital, NO. 2 Fuxue Rd., Wenzhou, 325000, China
| | - Mengting Cai
- Depatment of Radiology, Wenzhou Medical University, First Affiliated Hospital, NO. 2 Fuxue Rd., Wenzhou, 325000, China
| | - Yuandi Zhuang
- Depatment of Radiology, Wenzhou Medical University, First Affiliated Hospital, NO. 2 Fuxue Rd., Wenzhou, 325000, China
| | - Xiaowei Ji
- Depatment of Radiology, Wenzhou Medical University, First Affiliated Hospital, NO. 2 Fuxue Rd., Wenzhou, 325000, China
| | - Dingpin Huang
- Depatment of Radiology, Wenzhou Medical University, First Affiliated Hospital, NO. 2 Fuxue Rd., Wenzhou, 325000, China
| | - Liaoyi Lin
- Depatment of Radiology, Wenzhou Medical University, First Affiliated Hospital, NO. 2 Fuxue Rd., Wenzhou, 325000, China
| | - Jinjin Liu
- Depatment of Radiology, Wenzhou Medical University, First Affiliated Hospital, NO. 2 Fuxue Rd., Wenzhou, 325000, China
| | - Yunjun Yang
- Depatment of Radiology, Wenzhou Medical University, First Affiliated Hospital, NO. 2 Fuxue Rd., Wenzhou, 325000, China.
| | - Gangze Fu
- Depatment of Radiology, Wenzhou Medical University, First Affiliated Hospital, NO. 2 Fuxue Rd., Wenzhou, 325000, China.
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41
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Zhang Z, Lu S, Dunmall LSC, Wang Z, Cheng Z, Zhang Z, Yan W, Chu Y, Gao D, Wang N, Li Y, Wang J, Li Y, Ji Y, Shan D, Li K, Wang P, Dong Y, Dong J, Lemoine NR, Pei D, Zhang L, Wang Y. Treatment and Prevention of Lung Cancer Using a Virus-Infected Reprogrammed Somatic Cell-Derived Tumor Cell Vaccination (VIReST) Regime. Front Immunol 2020; 11:1996. [PMID: 32903551 PMCID: PMC7438408 DOI: 10.3389/fimmu.2020.01996] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Accepted: 07/23/2020] [Indexed: 12/25/2022] Open
Abstract
Lung cancer is one of the most commonly diagnosed cancer and despite therapeutic advances, mortality remains high. The long period of clinical latency associated with lung cancer provides an ideal window of opportunity to administer vaccines to at-risk individuals that can prevent tumor progression and initiate long-term anti-tumor immune surveillance. Here we describe a personalized vaccination regime that could be applied for both therapeutic and prophylactic prevention of lung cancer, based on the derivation of lung cancer cells from induced pluripotent stem cells. Stem cells from healthy mice were modified to express Cre-dependent KRASG12D and Trp53R172H prior to differentiation to lung progenitor cells. Subsequent viral delivery of Cre caused activation of exogenous driver mutations, resulting in transformation and development of lung cancer cells. iPSC-derived lung cancer cells were highly antigenically related to lung cancer cells induced in LSL-KRASG12D/+; Trp53R172H/+ transgenic mice and were antigenically unrelated to original pluripotent stem cells or pancreatic cancer cells derived using the same technological platform. For vaccination, induced lung cancer cells were infected with oncolytic Adenovirus or Vaccinia virus, to act as vaccine adjuvants, prior to delivery of vaccines sequentially to a murine inducible transgenic model of lung cancer. Application of this Virus-Infected, Reprogrammed Somatic cell-derived Tumor cell (VIReST) regime primed tumor-specific T cell responses that significantly prolonged survival in both subcutaneous post-vaccine challenge models and induced transgenic models of lung cancer, demonstrating that stem cell-derived prophylactic vaccines may be a feasible intervention for treatment or prevention of lung cancer development in at-risk individuals.
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Affiliation(s)
- Zhe Zhang
- National Center for International Research in Cell and Gene Therapy, Sino-British Research Centre for Molecular Oncology, School of Basic Medical Sciences, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Shuangshuang Lu
- National Center for International Research in Cell and Gene Therapy, Sino-British Research Centre for Molecular Oncology, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Louisa S. Chard Dunmall
- Centre for Biomarkers and Biotherapeutics, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Zhizhong Wang
- National Center for International Research in Cell and Gene Therapy, Sino-British Research Centre for Molecular Oncology, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Zhenguo Cheng
- National Center for International Research in Cell and Gene Therapy, Sino-British Research Centre for Molecular Oncology, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Zhongxian Zhang
- National Center for International Research in Cell and Gene Therapy, Sino-British Research Centre for Molecular Oncology, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Wenli Yan
- National Center for International Research in Cell and Gene Therapy, Sino-British Research Centre for Molecular Oncology, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Yongchao Chu
- National Center for International Research in Cell and Gene Therapy, Sino-British Research Centre for Molecular Oncology, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Dongling Gao
- National Center for International Research in Cell and Gene Therapy, Sino-British Research Centre for Molecular Oncology, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Na Wang
- National Center for International Research in Cell and Gene Therapy, Sino-British Research Centre for Molecular Oncology, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Yang Li
- National Center for International Research in Cell and Gene Therapy, Sino-British Research Centre for Molecular Oncology, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Jiwei Wang
- National Center for International Research in Cell and Gene Therapy, Sino-British Research Centre for Molecular Oncology, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Yuenan Li
- National Center for International Research in Cell and Gene Therapy, Sino-British Research Centre for Molecular Oncology, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Yupei Ji
- National Center for International Research in Cell and Gene Therapy, Sino-British Research Centre for Molecular Oncology, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Danyang Shan
- National Center for International Research in Cell and Gene Therapy, Sino-British Research Centre for Molecular Oncology, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Keke Li
- National Center for International Research in Cell and Gene Therapy, Sino-British Research Centre for Molecular Oncology, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Panpan Wang
- National Center for International Research in Cell and Gene Therapy, Sino-British Research Centre for Molecular Oncology, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Yunshu Dong
- CAS Key Laboratory of Infection and Immunity, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - Jianzeng Dong
- Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Nick R. Lemoine
- National Center for International Research in Cell and Gene Therapy, Sino-British Research Centre for Molecular Oncology, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
- Centre for Biomarkers and Biotherapeutics, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Duanqing Pei
- CAS Key Laboratory of Regenerative Biology, South China Institute for Stem Cell Biology and Regenerative Medicine, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
| | - Lirong Zhang
- School of Basic Medical Sciences, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Yaohe Wang
- National Center for International Research in Cell and Gene Therapy, Sino-British Research Centre for Molecular Oncology, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
- Centre for Biomarkers and Biotherapeutics, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
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42
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Ahn S, Lim J, Park SY, Kim H, Kwon HJ, Han YB, Lee CT, Cho S, Chung JH. Genetic Alterations in Preinvasive Lung Synchronous Lesions. Cancer Res Treat 2020; 52:1120-1134. [PMID: 32599981 PMCID: PMC7577825 DOI: 10.4143/crt.2020.307] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 06/04/2020] [Indexed: 12/24/2022] Open
Abstract
Purpose Despite advances in treatment, lung cancer remains the leading cause of cancer mortality. This study aimed to characterise genome-wide tumorigenesis events and to understand the hypothesis of the multistep carcinogenesis of lung adenocarcinoma (LUAD). Materials and Methods We conducted multiregion whole-exome sequencing of LUAD with synchronous atypical adenomatous hyperplasia (AAH), adenocarcinoma in situ, or minimally invasive adenocarcinoma of 19 samples from three patients to characterize genome-wide tumorigenesis events and validate the hypothesis of the multistep carcinogenesis of LUAD. We identified potential pathogenic mutations preserved in preinvasive lesions and supplemented the finding by allelic variant level from RNA sequencing. Results Overall, independent mutational profiles were observed per patient and between patients. Some shared mutations including epidermal growth factor receptor (EGFR, p.L858R) were present across synchronous lesions. Conclusion Here, we show that there are driver gene mutations in AAH, and they may exacerbate as a sequence in a histological continuum, supporting the Darwinian evolution model of cancer genome. The intertumoral and intratumoral heterogeneity of synchronous LUAD implies that multi-biomarker strategies might be necessary for appropriate treatment.
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Affiliation(s)
- Soyeon Ahn
- Division of Statistics, Medical Research Collaborating Center, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Jisun Lim
- Division of Statistics, Medical Research Collaborating Center, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Soo Young Park
- Department of Pathology and Translational Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Hyojin Kim
- Department of Pathology and Translational Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Hyun Jung Kwon
- Department of Pathology and Translational Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Yeon Bi Han
- Department of Pathology and Translational Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Choon-Taek Lee
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Sukki Cho
- Department of Thoracic and Cardiovascular Surgery, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Jin-Haeng Chung
- Department of Pathology and Translational Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
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43
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Zhang H, Guo L, Chen J. Rationale for Lung Adenocarcinoma Prevention and Drug Development Based on Molecular Biology During Carcinogenesis. Onco Targets Ther 2020; 13:3085-3091. [PMID: 32341654 PMCID: PMC7166063 DOI: 10.2147/ott.s248436] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Accepted: 03/14/2020] [Indexed: 12/18/2022] Open
Abstract
Lung adenocarcinoma (LUAD) is the most common and aggressive subtype of lung cancer with the greatest heterogeneity and aggression. Inspite of recent years’ achievements in understanding the pathogenesis of this disease, as well as the development of new therapeutic approaches, our knowledge on crucial early molecular events during its development is still rudimentary. Recent classification and grading of LUAD has postulated that LUAD does not arise spontaneously, but through a stepwise process from lung adenomatous premalignancy atypical adenomatous hyperplasia to adenocarcinoma in situ, minimally invasive adenocarcinoma, and eventually frankly invasive predominant adenocarcinoma. In this review, we discuss the molecular processes that drive the evolutionary process that results in the formation of LUAD. We also describe how to handle lung premalignancy in clinical settings based on the most recent advances in genomic biology and our own understanding of lung cancer prevention.
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Affiliation(s)
- Hongming Zhang
- Department of Respiratory Medicine, Yancheng Third People's Hospital, Affiliated Yancheng Hospital of Southeast University Medical College, Yancheng, Jiangsu Province, People's Republic of China
| | - Liting Guo
- Department of Oncology, Ruijin Hospital,affiliated with Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Jibei Chen
- Department of Respiratory Medicine, Yancheng Third People's Hospital, Affiliated Yancheng Hospital of Southeast University Medical College, Yancheng, Jiangsu Province, People's Republic of China
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44
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Qian J, Zhao S, Zou Y, Rahman SMJ, Senosain MF, Stricker T, Chen H, Powell CA, Borczuk AC, Massion PP. Genomic Underpinnings of Tumor Behavior in In Situ and Early Lung Adenocarcinoma. Am J Respir Crit Care Med 2020; 201:697-706. [PMID: 31747302 PMCID: PMC7068818 DOI: 10.1164/rccm.201902-0294oc] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Accepted: 11/19/2019] [Indexed: 01/15/2023] Open
Abstract
Rationale: We have a limited understanding of the molecular underpinnings of early adenocarcinoma (ADC) progression. We hypothesized that the behavior of early ADC can be predicted based on genomic determinants.Objectives: To identify genomic alterations associated with resected indolent and aggressive early lung ADCs.Methods: DNA was extracted from 21 ADCs in situ (AISs), 27 minimally invasive ADCs (MIAs), and 54 fully invasive ADCs. This DNA was subjected to deep next-generation sequencing and tested against a custom panel of 347 cancer genes.Measurements and Main Results: Sequencing data was analyzed for associations among tumor mutation burden, frequency of mutations or copy number alterations, mutation signatures, intratumor heterogeneity, pathway alterations, histology, and overall survival. We found that deleterious mutation burden was significantly greater in invasive ADC, whereas more copy number loss was observed in AIS and MIA. Intratumor heterogeneity establishes early, as in AIS. Twenty-one significantly mutated genes were shared among the groups. Mutation signature profiling did not vary significantly, although the APOBEC signature was associated with ADC and poor survival. Subclonal KRAS mutations and a gene signature consisting of PIK3CG, ATM, EPPK1, EP300, or KMT2C mutations were also associated with poor survival. Mutations of KRAS, TP53, and NF1 were found to increase in frequency from AIS and MIA to ADC. A cancer progression model revealed selective early and late drivers.Conclusions: Our results reveal several genetic driver events, clonality, and mutational signatures associated with poor outcome in early lung ADC, with potential future implications for the detection and management of ADC.
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Affiliation(s)
- Jun Qian
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Early Cancer Detection and Prevention Initiative, Vanderbilt Ingram Cancer Center
- Center for Pecision Medicine, Department of Biomedical Informatics
| | | | - Yong Zou
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Early Cancer Detection and Prevention Initiative, Vanderbilt Ingram Cancer Center
| | - S. M. Jamshedur Rahman
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Early Cancer Detection and Prevention Initiative, Vanderbilt Ingram Cancer Center
| | - Maria-Fernanda Senosain
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Early Cancer Detection and Prevention Initiative, Vanderbilt Ingram Cancer Center
| | - Thomas Stricker
- Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Heidi Chen
- Center for Pecision Medicine, Department of Biomedical Informatics
| | | | - Alain C. Borczuk
- Department of Pathology, Weill Cornell Medicine, New York, New York
| | - Pierre P. Massion
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Early Cancer Detection and Prevention Initiative, Vanderbilt Ingram Cancer Center
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45
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Randrian V, Adenis A, Desrame J, Barbier E, Di Fiore F, Lièvre A, Dahan L, Laurent-Puig P, Mineur L, Breysacher G, Roquin G, Louafi S, Lopez A, Louvet C, Borg C, Metges JP, Faroux R, Gaba L, Manfredi S, Tougeron D. Nal-IRI/LV5-FU versus paclitaxel as second-line therapy in patients with metastatic esophageal squamous cell carcinoma (OESIRI)-PRODIGE 62: A multicentre, randomised, non-comparative phase II study. Dig Liver Dis 2020; 52:347-350. [PMID: 31899122 DOI: 10.1016/j.dld.2019.11.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Revised: 11/17/2019] [Accepted: 11/18/2019] [Indexed: 12/11/2022]
Abstract
Half of patients newly diagnosed with esophageal squamous cell cancer (ESCC) have metastatic disease (mESCC) and therefore a poor prognosis. Furthermore, half of patients with initial loco-regional disease present disease recurrence after surgery and/or chemoradiation. In mESCC, the recommended first-line treatment combines 5-fluorouracil and cisplatin, although this has not been validated by a phase III trial. Patients with disease progression or recurrence after platinum-based chemotherapy and good performance status probably benefit from second-line chemotherapy. Several molecules have been evaluated in phase I/II trials or retrospective studies (docetaxel, paclitaxel and irinotecan) but no randomised studies are available. OESIRI is a multicentre, randomised, open-label phase II trial designed to evaluate efficacy and safety of liposomal irinotecan (nal-IRI) plus 5-FU versus paclitaxel as second-line therapy in patients with mESCC. The main inclusion criteria are histologically proven mESCC in progression after first-line platinum-based chemotherapy. Patients with initial resectable disease can be included if recurrence occurred within 6 months. The primary objective is to evaluate the percentage of patients alive 9 months after randomisation. Secondary endpoints are progression-free survival, overall survival, response rate, safety and quality of life. In addition, circulating tumour DNA will be monitored to assess its prognostic value.
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Affiliation(s)
- Violaine Randrian
- Gastroenterology Department, Centre Hospitalo-Universitaire de Poitiers, University of Poitiers, Poitiers, France
| | - Antoine Adenis
- Medical Oncology Department, Institut Régional Du Cancer de Montpellier (ICM), Université de Montpellier, France
| | - Jérôme Desrame
- Medical Oncology Department, Hôpital Privé Jean du Cancer de Mermoz, Lyon, France
| | - Emilie Barbier
- FFCD EPICAD INSERM LNC-UMR 1231, University of Burgundy and Franche-Comté, Dijon, France
| | | | - Astrid Lièvre
- Gastroenterology Department, Centre Hospitalo-Universitaire Pontchaillou, Rennes 1 University, Rennes, France
| | - Laetitia Dahan
- Digestive Oncology Department, AP-HM, La Timone Hospital, Aix-Marseille Université, Marseille, France
| | - Pierre Laurent-Puig
- Biology Department, Assistance Publique-Hôpitaux de Paris, European Georges Pompidou Hospital, Paris, France
| | - Laurent Mineur
- Digestive Oncology Department, Institut Sainte Catherine, Avignon, France
| | | | - Guillaume Roquin
- Gastroenterology & Digestive Oncology Department, Centre Hospitalo-Universitaire d'Angers, Angers, France
| | - Samy Louafi
- Gastroenterology Department, Centre Hospitalier Sud Francilien, Corbeil-Essonnes, France; Gastroenterology Department, Groupe Hospitalier Nord Essonne, Longjumeau, France
| | - Anthony Lopez
- Gastroenterology and Hepatology Department, Centre Hospitalo-Universitaire de Nancy, Vandoeuvre-lès-Nancy, France
| | - Christophe Louvet
- Medical Oncology Department, Institut Mutualiste Montsouris, Paris, France
| | - Christophe Borg
- Medical Oncology Department, Centre Hospitalo-Universitaire de Besançon, Besançon, France
| | - Jean Philippe Metges
- Medical Oncology Department, Centre Hospitalier Régional Universitaire de Brest-Hôpital Morvan, Brest, France
| | - Roger Faroux
- Gastroenterology Department, Centre Hospitalier de La Roche-sur-Yon, La Roche-sur-Yon, France
| | - Lila Gaba
- FFCD EPICAD INSERM LNC-UMR 1231, University of Burgundy and Franche-Comté, Dijon, France
| | - Sylvain Manfredi
- Gastroenterology Department, Centre Hospitalo-Universitaire de Dijon, EPICAD INSERM LNC-UMR 1231, University of Bourgogne-Franche Comté, Dijon, France
| | - David Tougeron
- Gastroenterology Department, Centre Hospitalo-Universitaire de Poitiers, University of Poitiers, Poitiers, France.
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46
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Li Y, Li X, Li H, Zhao Y, Liu Z, Sun K, Zhu X, Qi Q, An B, Shen D, Li R, Liu T, Mi J, Wang L, Yang F, Bai F, Wang J. Genomic characterisation of pulmonary subsolid nodules: mutational landscape and radiological features. Eur Respir J 2020; 55:13993003.01409-2019. [PMID: 31699841 DOI: 10.1183/13993003.01409-2019] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Accepted: 10/23/2019] [Indexed: 12/18/2022]
Abstract
BACKGROUND Lung adenocarcinomas (LUADs) that display radiologically as subsolid nodules (SSNs) exhibit more indolent biological behaviour than solid LUADs. SSNs, commonly encompassing pre-invasive and invasive yet early-stage adenocarcinomas, can be categorised as pure ground-glass nodules and part-solid nodules. The genomic characteristics of SSNs remain poorly understood. METHODS We subjected 154 SSN samples from 120 treatment-naïve Chinese patients to whole-exome sequencing. Clinical parameters and radiological features of these SSNs were collected. The genomic landscape of SSNs and differences from that of advanced-stage LUADs were defined. In addition, we investigated the intratumour heterogeneity and clonal relationship of multifocal SSNs and conducted radiogenomic analysis to link imaging and molecular characteristics of SSNs. Fisher's exact and Wilcoxon rank sum tests were used in the statistical analysis. RESULTS The median somatic mutation rate across the SSN cohort was 1.12 mutations per Mb. Mutations in EGFR were the most prominent and significant variation, followed by those in RBM10, TP53, STK11 and KRAS. The differences between SSNs and advanced-stage LUADs at a genomic level were unravelled. Branched evolution and remarkable genomic heterogeneity were demonstrated in SSNs. Although multicentric origin was predominant, we also detected early metastatic events among multifocal SSNs. Using radiogenomic analysis, we found that higher ratios of solid components in SSNs were accompanied by significantly higher mutation frequencies in EGFR, TP53, RBM10 and ARID1B, suggesting that these genes play roles in the progression of LUADs. CONCLUSIONS Our study provides the first comprehensive description of the mutational landscape and radiogenomic mapping of SSNs.
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Affiliation(s)
- Yanmeng Li
- Biomedical Pioneering Innovation Center (BIOPIC), School of Life Sciences and Dept of Thoracic Surgery, People's Hospital, Peking University, Beijing, China.,These authors contributed equally to the study
| | - Xiao Li
- Biomedical Pioneering Innovation Center (BIOPIC), School of Life Sciences and Dept of Thoracic Surgery, People's Hospital, Peking University, Beijing, China.,These authors contributed equally to the study
| | - Hao Li
- Biomedical Pioneering Innovation Center (BIOPIC), School of Life Sciences and Dept of Thoracic Surgery, People's Hospital, Peking University, Beijing, China.,These authors contributed equally to the study
| | - Yifan Zhao
- Biomedical Pioneering Innovation Center (BIOPIC), School of Life Sciences and Dept of Thoracic Surgery, People's Hospital, Peking University, Beijing, China.,These authors contributed equally to the study
| | - Ziyang Liu
- Biomedical Pioneering Innovation Center (BIOPIC), School of Life Sciences and Dept of Thoracic Surgery, People's Hospital, Peking University, Beijing, China.,These authors contributed equally to the study
| | - Kunkun Sun
- Dept of Pathology, Peking University People's Hospital, Beijing, China
| | - Xiang Zhu
- Dept of Pathology, Peking University Third Hospital, Beijing, China
| | - Qingyi Qi
- Dept of Radiology, Peking University People's Hospital, Beijing, China
| | - Bei An
- Dept of Radiology, Peking University People's Hospital, Beijing, China
| | - Danhua Shen
- Dept of Pathology, Peking University People's Hospital, Beijing, China
| | - Ruoyan Li
- Biomedical Pioneering Innovation Center (BIOPIC), School of Life Sciences and Dept of Thoracic Surgery, People's Hospital, Peking University, Beijing, China
| | - Taorui Liu
- Biomedical Pioneering Innovation Center (BIOPIC), School of Life Sciences and Dept of Thoracic Surgery, People's Hospital, Peking University, Beijing, China
| | - Jiahui Mi
- Biomedical Pioneering Innovation Center (BIOPIC), School of Life Sciences and Dept of Thoracic Surgery, People's Hospital, Peking University, Beijing, China
| | | | - Fan Yang
- Biomedical Pioneering Innovation Center (BIOPIC), School of Life Sciences and Dept of Thoracic Surgery, People's Hospital, Peking University, Beijing, China.,These authors contributed equally to the study
| | - Fan Bai
- Biomedical Pioneering Innovation Center (BIOPIC), School of Life Sciences and Dept of Thoracic Surgery, People's Hospital, Peking University, Beijing, China.,These authors contributed equally to the study
| | - Jun Wang
- Biomedical Pioneering Innovation Center (BIOPIC), School of Life Sciences and Dept of Thoracic Surgery, People's Hospital, Peking University, Beijing, China .,These authors contributed equally to the study
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47
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Kim D, Lee YS, Kim DH, Bae SC. Lung Cancer Staging and Associated Genetic and Epigenetic Events. Mol Cells 2020; 43:1-9. [PMID: 31999917 PMCID: PMC6999714 DOI: 10.14348/molcells.2020.2246] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Revised: 12/20/2019] [Accepted: 01/06/2020] [Indexed: 12/25/2022] Open
Abstract
The first step in treating lung cancer is to establish the stage of the disease, which in turn determines the treatment options and prognosis of the patient. Many factors are involved in lung cancer staging, but all involve anatomical information. However, new approaches, mainly those based on the molecular biology of cancer, have recently changed the paradigm for lung cancer treatment and have not yet been incorporated into staging. In a group of patients of the same stage who receive the same treatment, some may experience unexpected recurrence or metastasis, largely because current staging methods do not reflect the findings of molecular biological studies. In this review, we provide a brief summary of the latest research on lung cancer staging and the molecular events associated with carcinogenesis. We hope that this paper will serve as a bridge between clinicians and basic researchers and aid in our understanding of lung cancer.
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Affiliation(s)
- Dohun Kim
- Department of Thoracic and Cardiovascular Surgery, College of Medicine, Chungbuk National University and Chungbuk National University Hospital, Cheongju 28644,
Korea
| | - You-Soub Lee
- Department of Biochemistry, College of Medicine, Chungbuk National University, Cheongju 28644,
Korea
| | - Duk-Hwan Kim
- Department of Molecular Cell Biology, Samsung Biomedical Research Institute, School of Medicine, Sungkyunkwan University, Suwon 16419,
Korea
| | - Suk-Chul Bae
- Department of Biochemistry, College of Medicine, Chungbuk National University, Cheongju 28644,
Korea
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48
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Liu D, Zhou G, Shi H, Chen B, Sun X, Zhang X. Downregulation of Transmembrane protein 40 by miR-138-5p Suppresses Cell Proliferation and Mobility in Clear Cell Renal Cell Carcinoma. IRANIAN JOURNAL OF BIOTECHNOLOGY 2020; 18:e2270. [PMID: 32884956 PMCID: PMC7461706 DOI: 10.30498/ijb.2019.85193] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Background Clear cell renal cell carcinoma (ccRCC) represents approximately 70% of RCC,as the most frequent histological subtype of RCC. MiR-138-5p, a tumor-related microRNA (miRNA), has been reported to be implicated in the diverse types of human malignancies, but its role in ccRCCremains unclear. Objective The study was designed to investigate the functional behaviors and regulatory mechanisms of miR-138-5p in ccRCC. Materials and Methods Quantitative real-time PCR and western blotting analyses were performed to determine the expression of miR-138-5p and TMEM40 in ccRCC tissues. Pearson's correlation coefficient was utilized to evaluate the correlation between miR-138-5p and TMEM40 expression. The function of miR-138-5p and TMEM40 in the cell proliferation, migration and invasion of ccRCC cells (786-O and ACHN) was assessed by CCK-8, colony formation, wound healing and transwell assay, respectively. A luciferase reporter assay was performed to confirm the direct binding of miR-138-5p to the target gene TMEM40. Results We found the expression of miR-138-5p was significantly down-regulated, while TMEM40 was remarkably up-regulated in ccRCC tissues. TMEM40 expression was discovered to be inversely correlated with miR-138-5p expression in ccRCC tissues. Functional studies demonstrated that miR-138-5p overexpression or TMEM40 knockdown significantly suppressed ccRCC cell proliferation, migration and invasion in vitro. Notably, we experimentally confirmed that miR-138-5p directly recognizes the 3'-UTR of the TMEM40 transcript and down-regulated its expression in ccRCC cells. Conclusions Taken together, our findings provide the first clues regarding the role of miR-138-5p as a tumor suppressor in ccRCC by directly targeting of TMEM40.
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Affiliation(s)
- Dongcao Liu
- Department of Urology, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
| | - Guang Zhou
- Department of Urology, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
| | - Hongbo Shi
- Department of Urology, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
| | - Bin Chen
- Department of Urology, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
| | - Xiaosong Sun
- Department of Urology, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
| | - Xuejun Zhang
- Department of Urology, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
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49
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Glycomic Signatures of Plasma IgG Improve Preoperative Prediction of the Invasiveness of Small Lung Nodules. Molecules 2019; 25:molecules25010028. [PMID: 31861777 PMCID: PMC6982969 DOI: 10.3390/molecules25010028] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Revised: 12/11/2019] [Accepted: 12/12/2019] [Indexed: 01/15/2023] Open
Abstract
Preoperative assessment of tumor invasiveness is essential to avoid overtreatment for patients with small-sized ground-glass nodules (GGNs) of 10 mm or less in diameter. However, it is difficult to determine the pathological state by computed tomography (CT) examination alone. Aberrant glycans has emerged as a tool to identify novel potential disease biomarkers. In this study, we used a lectin microarray-based strategy to investigate whether glycosylation changes in plasma immunoglobulin G (IgG) provide additional information about the invasiveness of small GGNs before surgery. Two independent cohorts (discovery set, n = 92; test set, n = 210) of GGN patients were used. Five of 45 lectins (Sambucus nigra agglutinin, SNA; Datura stramonium agglutinin, DSA; Galanthus nivalis agglutinin, GNA; Euonymus europaeus lectin, EEL; and Vicia villosa agglutinin, VVA) were identified as independent factors associated with pathological invasiveness of small GGNs (p < 0.01). Receiver-operating characteristic (ROC) curve analysis indicated the combination of these five lectins could significantly improve the accuracy of CT in diagnosing invasive GGNs, with an area under the curve (AUC) of 0.792 (p < 0.001), a sensitivity of 74.6%, and specificity of 74.4%, which was superior to current clinical biomarkers. These results suggest that the multilectin assay based on plasma IgG glycosylation may be a useful in vitro complementary test to enhance preoperative determination of the invasiveness of GGNs and guide surgeons to select proper clinical management to avoid overtreatment.
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50
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Chen H, Carrot-Zhang J, Zhao Y, Hu H, Freeman SS, Yu S, Ha G, Taylor AM, Berger AC, Westlake L, Zheng Y, Zhang J, Ramachandran A, Zheng Q, Pan Y, Zheng D, Zheng S, Cheng C, Kuang M, Zhou X, Zhang Y, Li H, Ye T, Ma Y, Gao Z, Tao X, Han H, Shang J, Yu Y, Bao D, Huang Y, Li X, Zhang Y, Xiang J, Sun Y, Li Y, Cherniack AD, Campbell JD, Shi L, Meyerson M. Genomic and immune profiling of pre-invasive lung adenocarcinoma. Nat Commun 2019; 10:5472. [PMID: 31784532 PMCID: PMC6884501 DOI: 10.1038/s41467-019-13460-3] [Citation(s) in RCA: 129] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Accepted: 10/31/2019] [Indexed: 12/30/2022] Open
Abstract
Adenocarcinoma in situ and minimally invasive adenocarcinoma are the pre-invasive forms of lung adenocarcinoma. The genomic and immune profiles of these lesions are poorly understood. Here we report exome and transcriptome sequencing of 98 lung adenocarcinoma precursor lesions and 99 invasive adenocarcinomas. We have identified EGFR, RBM10, BRAF, ERBB2, TP53, KRAS, MAP2K1 and MET as significantly mutated genes in the pre/minimally invasive group. Classes of genome alterations that increase in frequency during the progression to malignancy are revealed. These include mutations in TP53, arm-level copy number alterations, and HLA loss of heterozygosity. Immune infiltration is correlated with copy number alterations of chromosome arm 6p, suggesting a link between arm-level events and the tumor immune environment.
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Grants
- T32 HG002295 NHGRI NIH HHS
- U2C CA233238 NCI NIH HHS
- National Natural Science Foundation of China (National Science Foundation of China)
- Shanghai Shen Kang Hospital Development Center
- This study is supported by the National Natural Science Foundation of China (81330056, 81572253, 31720103909, 31471239, and 31671368), Shanghai Shen Kang Hospital Development Center City Hospital Emerging Cutting-edge Technology Joint Research Project (SHDC12017102), National Key Research and Development Plan (2016YFC0902302), Chinese Minister of Science and Technology grant (2016YFA0501800, 2017YFC1311004, 2016YFC1201701 and 2017YFA0505501), the National Key R&D Project of China (2016YFC0901704, 2017YFC0907502, and 2017YFF0204600), Shanghai Municipal Science and Technology Major Project (2017SHZDZX01), the National Human Genetic Resources Sharing Service Platform (2005DKA21300), and Shanghai R&D Public Service Platform Project (12DZ2295100). M.M. receives a grant from Stand Up to Cancer (SU2C-AACR-DT23-17) and the Pre-Cancer Genome Atlas 2.0 (1U2CCA233238-01). J.C.-Z. has a Canadian Institutes of Health Research (CIHR) fellowship. J.D.C. is funded by the LUNGevity Career Development award.
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Affiliation(s)
- Haiquan Chen
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China.
- Institute of Thoracic Oncology, Fudan University, Shanghai, China.
| | - Jian Carrot-Zhang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Harvard Medical School, Boston, MA, USA.
| | - Yue Zhao
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Haichuan Hu
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Samuel S Freeman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Su Yu
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Gavin Ha
- Computational Biology Program, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Alison M Taylor
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
| | | | | | - Yuanting Zheng
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China
- Human Phenome Institute, Fudan University, Shanghai, China
| | - Jiyang Zhang
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China
- Human Phenome Institute, Fudan University, Shanghai, China
| | - Aruna Ramachandran
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Qiang Zheng
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Yunjian Pan
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Difan Zheng
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Shanbo Zheng
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Chao Cheng
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Muyu Kuang
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xiaoyan Zhou
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Yang Zhang
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Hang Li
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Ting Ye
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yuan Ma
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Zhendong Gao
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xiaoting Tao
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Han Han
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Jun Shang
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China
- Human Phenome Institute, Fudan University, Shanghai, China
| | - Ying Yu
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China
- Human Phenome Institute, Fudan University, Shanghai, China
| | - Ding Bao
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China
- Human Phenome Institute, Fudan University, Shanghai, China
| | - Yechao Huang
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China
- Human Phenome Institute, Fudan University, Shanghai, China
| | - Xiangnan Li
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China
- Human Phenome Institute, Fudan University, Shanghai, China
| | - Yawei Zhang
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Jiaqing Xiang
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yihua Sun
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yuan Li
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Andrew D Cherniack
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Joshua D Campbell
- Division of Computational Biomedicine, Department of Medicine, Boston University, Boston, MA, USA
| | - Leming Shi
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China
- Human Phenome Institute, Fudan University, Shanghai, China
| | - Matthew Meyerson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Harvard Medical School, Boston, MA, USA.
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