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Villa A, William WN, Hanna GJ. Cancer Precursor Syndromes and Their Detection in the Head and Neck. Hematol Oncol Clin North Am 2024; 38:813-830. [PMID: 38705773 DOI: 10.1016/j.hoc.2024.04.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/07/2024]
Abstract
This article explores the multifaceted landscape of oral cancer precursor syndromes. Hereditary disorders like dyskeratosis congenita and Fanconi anemia increase the risk of malignancy. Oral potentially malignant disorders, notably leukoplakia, are discussed as precursors influenced by genetic and immunologic facets. Molecular insights delve into genetic mutations, allelic imbalances, and immune modulation as key players in precancerous progression, suggesting potential therapeutic targets. The article navigates the controversial terrain of management strategies of leukoplakia, encompassing surgical resection, chemoprevention, and immune modulation, while emphasizing the ongoing challenges in developing effective, evidence-based preventive approaches.
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Affiliation(s)
- Alessandro Villa
- Oral Medicine, Oral Oncology and Dentistry, Miami Cancer Institute, Baptist Health South Florida, 8900 N. Kendall Drive. Miami, FL 33176, USA; Herbert Wertheim College of Medicine, Florida International University, Miami, FL, USA
| | - William N William
- Thoracic Oncology Program, Grupo Oncoclínicas Grupo Oncoclínicas, Av. Pres. Juscelino Kubitschek, 510, 2º andar, São Paulo, São Paulo 04543-906, Brazil
| | - Glenn J Hanna
- Department of Medical Oncology, Center for Head & Neck Oncology, Dana-Farber Cancer Institute, Harvard Medical School, 450 Brookline Avenue, Dana Building, Room 2-140. Boston, MA 02215, USA.
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Cai X, Zhang J, Zhang H, Zhou X, Zhou Z, Jing F, Luo H, Li T. Architectural and cytological features of epithelial dysplasia associated with transformation risk. Oral Dis 2024; 30:3028-3038. [PMID: 37983891 DOI: 10.1111/odi.14809] [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: 06/13/2023] [Revised: 10/07/2023] [Accepted: 11/01/2023] [Indexed: 11/22/2023]
Abstract
OBJECTIVES This study explored associations between histological features of dysplasia and malignant transformation, as well as genomic copy number alterations. MATERIALS AND METHODS Overall, 201 samples were collected from patients of oral leukoplakia. The associations of dysplastic features with malignant transformation and copy number alterations were investigated by Cox proportional hazards regression analysis and the Mann-Whitney U-test. RESULTS Eight individual histological features, such as irregular epithelial stratification (p = 0.001), mitoses high in epithelium (p = 0.033), extension of changes along minor gland ducts (p < 0.001), etc., were associated with greater risk of malignant transformation. A model including histological features and age showed good performance for predicting malignant transformation (area under receiver operating characteristic curve: 0.806). Irregular epithelial stratification (p = 0.007), abnormal nuclear shape (p = 0.005), abnormal cell size (p = 0.004), etc. were associated with greater genomic instability. CONCLUSIONS A Cox proportional hazards model using eight histological features and patient age reliably predicted the malignant potential of oral epithelial dysplasia. Identification of these histological features closely related to malignant transformation may aid the management of oral potentially malignant disorders and early detection of oral squamous cell carcinoma.
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Affiliation(s)
- Xinjia Cai
- Department of Oral Pathology, Peking University School and Hospital of Stomatology & National Center of Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing, China
- Research Unit of Precision Pathologic Diagnosis in Tumors of the Oral and Maxillofacial Regions, Chinese Academy of Medical Sciences (2019RU034), Beijing, China
| | - Jianyun Zhang
- Department of Oral Pathology, Peking University School and Hospital of Stomatology & National Center of Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing, China
- Research Unit of Precision Pathologic Diagnosis in Tumors of the Oral and Maxillofacial Regions, Chinese Academy of Medical Sciences (2019RU034), Beijing, China
| | - Heyu Zhang
- Central Laboratory, Peking University School and Hospital of Stomatology, Beijing, China
| | - Xuan Zhou
- Department of Oral Pathology, Peking University School and Hospital of Stomatology & National Center of Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing, China
- Research Unit of Precision Pathologic Diagnosis in Tumors of the Oral and Maxillofacial Regions, Chinese Academy of Medical Sciences (2019RU034), Beijing, China
| | - Zheng Zhou
- Department of Oral Pathology, Peking University School and Hospital of Stomatology & National Center of Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing, China
| | - Fengyang Jing
- Department of Oral Pathology, Peking University School and Hospital of Stomatology & National Center of Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing, China
- Research Unit of Precision Pathologic Diagnosis in Tumors of the Oral and Maxillofacial Regions, Chinese Academy of Medical Sciences (2019RU034), Beijing, China
| | - Haiyan Luo
- Department of Oral Pathology, Peking University School and Hospital of Stomatology & National Center of Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing, China
| | - Tiejun Li
- Department of Oral Pathology, Peking University School and Hospital of Stomatology & National Center of Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing, China
- Research Unit of Precision Pathologic Diagnosis in Tumors of the Oral and Maxillofacial Regions, Chinese Academy of Medical Sciences (2019RU034), Beijing, China
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Li S, Li W, Liu B, Krysan K, Dubinett SM. Noninvasive Lung Cancer Subtype Classification Using Tumor-Derived Signatures and cfDNA Methylome. CANCER RESEARCH COMMUNICATIONS 2024; 4:1738-1747. [PMID: 38856716 PMCID: PMC11249519 DOI: 10.1158/2767-9764.crc-23-0564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 03/05/2024] [Accepted: 06/03/2024] [Indexed: 06/11/2024]
Abstract
Accurate diagnosis of lung cancer is important for treatment decision-making. Tumor biopsy and histologic examination are the standard for determining histologic lung cancer subtypes. Liquid biopsy, particularly cell-free DNA (cfDNA), has recently shown promising results in cancer detection and classification. In this study, we investigate the potential of cfDNA methylome for the noninvasive classification of lung cancer histologic subtypes. We focused on the two most prevalent lung cancer subtypes, lung adenocarcinoma and lung squamous cell carcinoma. Using a fragment-based marker discovery approach, we identified robust subtype-specific methylation markers from tumor samples. These markers were successfully validated in independent cohorts and associated with subtype-specific transcriptional activity. Leveraging these markers, we constructed a subtype classification model using cfDNA methylation profiles, achieving an AUC of 0.808 in cross-validation and an AUC of 0.747 in the independent validation. Tumor copy-number alterations inferred from cfDNA methylome analysis revealed potential for treatment selection. In summary, our study demonstrates the potential of cfDNA methylome analysis for noninvasive lung cancer subtyping, offering insights for cancer monitoring and early detection. SIGNIFICANCE This study explores the use of cfDNA methylomes for the classification of lung cancer subtypes, vital for effective treatment. By identifying specific methylation markers in tumor tissues, we developed a robust classification model achieving high accuracy for noninvasive subtype detection. This cfDNA methylome approach offers promising avenues for early detection and monitoring.
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Affiliation(s)
- Shuo Li
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California.
| | - Wenyuan Li
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California.
| | - Bin Liu
- Department of Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California.
- Jonsson Comprehensive Cancer Center, University of California at Los Angeles, Los Angeles, California.
| | - Kostyantyn Krysan
- Department of Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California.
- Jonsson Comprehensive Cancer Center, University of California at Los Angeles, Los Angeles, California.
- VA Greater Los Angeles Health Care System, Los Angeles, California.
| | - Steven M. Dubinett
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California.
- Department of Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California.
- Jonsson Comprehensive Cancer Center, University of California at Los Angeles, Los Angeles, California.
- VA Greater Los Angeles Health Care System, Los Angeles, California.
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California.
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Klockner TC, Campbell CS. Selection forces underlying aneuploidy patterns in cancer. Mol Cell Oncol 2024; 11:2369388. [PMID: 38919375 PMCID: PMC11197905 DOI: 10.1080/23723556.2024.2369388] [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: 02/21/2024] [Accepted: 06/13/2024] [Indexed: 06/27/2024]
Abstract
Aneuploidy, the presence of an aberrant number of chromosomes, has been associated with tumorigenesis for over a century. More recently, advances in karyotyping techniques have revealed its high prevalence in cancer: About 90% of solid tumors and 50-70% of hematopoietic cancers exhibit chromosome gains or losses. When analyzed at the level of specific chromosomes, there are strong patterns that are observed in cancer karyotypes both pan-cancer and for specific cancer types. These specific aneuploidy patterns correlate strongly with outcomes for tumor initiation, progression, metastasis formation, immune evasion and resistance to therapeutic treatment. Despite their prominence, understanding the basis underlying aneuploidy patterns in cancer has been challenging. Advances in genetic engineering and bioinformatic analyses now offer insights into the genetic determinants of aneuploidy pattern selection. Overall, there is substantial evidence that expression changes of particular genes can act as the positive selective forces for adaptation through aneuploidy. Recent findings suggest that multiple genes contribute to the selection of specific aneuploid chromosomes in cancer; however, further research is necessary to identify the most impactful driver genes. Determining the genetic basis and accompanying vulnerabilities of specific aneuploidy patterns is an essential step in selectively targeting these hallmarks of tumors.
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Affiliation(s)
- Tamara C. Klockner
- Max Perutz Labs, Vienna Biocenter Campus (VBC), Vienna, Austria
- Center for Molecular Biology, Department of Chromosome Biology, University of Vienna, Vienna, Austria
- A Doctoral School of the University of Vienna and the Medical University of Vienna, Vienna, Austria
| | - Christopher S. Campbell
- Max Perutz Labs, Vienna Biocenter Campus (VBC), Vienna, Austria
- Center for Molecular Biology, Department of Chromosome Biology, University of Vienna, Vienna, Austria
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Zheng T, Liu C, Zhou R, Zhu X, Zhu Z, Tan Y, Tan J, Zhu K. CXCL9 mediating the effect of thyroid disorders on oral and oropharyngeal cancer risk: A mediation Mendelian randomization study. JOURNAL OF STOMATOLOGY, ORAL AND MAXILLOFACIAL SURGERY 2024; 125:101836. [PMID: 38508395 DOI: 10.1016/j.jormas.2024.101836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2024] [Revised: 03/13/2024] [Accepted: 03/15/2024] [Indexed: 03/22/2024]
Abstract
INTRODUCTION The established association between thyroid disorders (TD) and its two main subtypes-hyperthyroidism and hypothyroidism-and the incidence of oral and oropharyngeal cancer (OCPC) has been substantiated. However, the direct causal relationship and potential intermediary mechanisms linking these conditions have not been clearly defined in prior studies. MATERIAL & METHODS This study employed univariate Mendelian randomization (MR) analysis to explore those relationship. Instrumental variables from genome-wide association study (GWAS) datasets for TD (n = 218,792), hyperthyroidism (n = 460,499), hypothyroidism (n = 213,990), and OCPC (n = 12,619), along with 41 intermediary inflammatory cytokines (n = 8293), were analyzed. Inverse variance weighting (IVW) method assessed the causal relationships, while summary MR analysis with pQTL datasets from decode and 91 inflammatory cytokines explored the cytokines' roles as biomarkers and therapeutic targets for OCPC. Multivariable MR (MVMR) analysis quantified the mediation effect of these cytokines in the TD-OCPC relationship. RESULTS UVMR analysis provided strong evidence for a causal relationship between TD (OR = 1.376, 95 % CI = 1.142-1.656, p = 0.001), hyperthyroidism (OR = 1.319, 95 % CI=1.129-1.541, p = 0.001), hypothyroidism (OR = 1.224, 95 % CI = 1.071-1.400, p = 0.003), and the risk of OCPC. CXCL9 was identified as a significant intermediary in mediating the risk of OCPC from TD and its two subtypes (OR = 1.218, 95 % CI = 1.016-1.461, P = 0.033), suggesting its potential as a predictive biomarker for OCPC. MVMR analysis further revealed that CXCL9 mediated 7.94 %, 14.4 %, and 18 % of the effects of TD, hyperthyroidism, and hypothyroidism on OCPC risk, respectively. DISCUSSION This study not only elucidated the potential causal relationships between TD including its two subtypes and OCPC risk, but also highlighted CXCL9 as a pivotal mediator in this association.
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Affiliation(s)
- Tao Zheng
- Department of Stomatology, The First Affiliated Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, China; Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Chengyong Liu
- Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Rong Zhou
- Changsha Hospital for Maternal and Child Health Care, Changsha, Hunan, China
| | - Xuan Zhu
- Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Zibing Zhu
- Department of Stomatology, The First Affiliated Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Yisi Tan
- Department of Stomatology, The First Affiliated Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Jin Tan
- Department of Stomatology, The First Affiliated Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Keke Zhu
- Department of Stomatology, The First Affiliated Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, China.
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Cao C, Xu Q, Zhu Z, Xu M, Wei Y, Lin S, Cheng S, Zhi W, Hong P, Huang X, Lin D, Cao G, Meng Y, Wu P, Peng T, Wei J, Ding W, Huang X, Sung W, Chen G, Ma D, Li G, Wu P. Three-dimensional chromatin analysis reveals Sp1 as a mediator to program and reprogram HPV-host epigenetic architecture in cervical cancer. Cancer Lett 2024; 588:216809. [PMID: 38471646 DOI: 10.1016/j.canlet.2024.216809] [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: 01/15/2024] [Revised: 02/29/2024] [Accepted: 03/07/2024] [Indexed: 03/14/2024]
Abstract
Human papillomavirus (HPV) is predominantly associated with HPV-related cancers, however, the precise mechanisms underlying the HPV-host epigenetic architectures in HPV carcinogenesis remain elusive. Here, we employed high-throughput chromosome conformation capture (Hi-C) to comprehensively map HPV16/18-host chromatin interactions. Our study identified the transcription factor Sp1 as a pivotal mediator in programming HPV-host interactions. By targeting Sp1, the active histone modifications (H3K27ac, H3K4me1, and H3K4me3) and the HPV-host chromatin interactions are reprogrammed, which leads to the downregulation of oncogenes located near the integration sites in both HPV (E6/E7) and the host genome (KLF5/MYC). Additionally, Sp1 inhibition led to the upregulation of immune checkpoint genes by reprogramming histone modifications in host cells. Notably, humanized patient-derived xenograft (PDX-HuHSC-NSG) models demonstrated that Sp1 inhibition promoted anti-PD-1 immunotherapy via remodeling the tumor immune microenvironment in cervical cancer. Moreover, single-cell transcriptomic analysis validated the enrichment of transcription factor Sp1 in epithelial cells of cervical cancer. In summary, our findings elucidate Sp1 as a key mediator involved in the programming and reprogramming of HPV-host epigenetic architecture. Inhibiting Sp1 with plicamycin may represent a promising therapeutic option for HPV-related carcinoma.
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Affiliation(s)
- Canhui Cao
- Department of Gynecologic Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; National Clinical Research Center for Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Qian Xu
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, China; Agricultural Bioinformatics Key Laboratory of Hubei Province, Hubei Engineering Technology Research Center of Agricultural Big Data, 3D Genomics Research Center, College of Informatics, Huazhong Agricultural University, Wuhan, China
| | - Zhixian Zhu
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, China; Agricultural Bioinformatics Key Laboratory of Hubei Province, Hubei Engineering Technology Research Center of Agricultural Big Data, 3D Genomics Research Center, College of Informatics, Huazhong Agricultural University, Wuhan, China
| | - Miaochun Xu
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; National Clinical Research Center for Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ye Wei
- Department of Gynecologic Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; National Clinical Research Center for Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Shitong Lin
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; National Clinical Research Center for Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Sheng Cheng
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, China; Agricultural Bioinformatics Key Laboratory of Hubei Province, Hubei Engineering Technology Research Center of Agricultural Big Data, 3D Genomics Research Center, College of Informatics, Huazhong Agricultural University, Wuhan, China
| | - Wenhua Zhi
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; National Clinical Research Center for Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ping Hong
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, China; Agricultural Bioinformatics Key Laboratory of Hubei Province, Hubei Engineering Technology Research Center of Agricultural Big Data, 3D Genomics Research Center, College of Informatics, Huazhong Agricultural University, Wuhan, China
| | - Xingyu Huang
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, China; Agricultural Bioinformatics Key Laboratory of Hubei Province, Hubei Engineering Technology Research Center of Agricultural Big Data, 3D Genomics Research Center, College of Informatics, Huazhong Agricultural University, Wuhan, China
| | - Da Lin
- Agricultural Bioinformatics Key Laboratory of Hubei Province, Hubei Engineering Technology Research Center of Agricultural Big Data, 3D Genomics Research Center, College of Informatics, Huazhong Agricultural University, Wuhan, China; State Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan, China
| | - Gang Cao
- Agricultural Bioinformatics Key Laboratory of Hubei Province, Hubei Engineering Technology Research Center of Agricultural Big Data, 3D Genomics Research Center, College of Informatics, Huazhong Agricultural University, Wuhan, China; State Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan, China
| | - Yifan Meng
- Department of Gynecologic Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; National Clinical Research Center for Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ping Wu
- Department of Gynecologic Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; National Clinical Research Center for Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ting Peng
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; National Clinical Research Center for Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Juncheng Wei
- Department of Gynecologic Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; National Clinical Research Center for Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Wencheng Ding
- Department of Gynecologic Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; National Clinical Research Center for Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaoyuan Huang
- Department of Gynecologic Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; National Clinical Research Center for Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - WingKin Sung
- Agricultural Bioinformatics Key Laboratory of Hubei Province, Hubei Engineering Technology Research Center of Agricultural Big Data, 3D Genomics Research Center, College of Informatics, Huazhong Agricultural University, Wuhan, China; School of Computing, National University of Singapore, 13 Computing Drive, 117417, Singapore
| | - Gang Chen
- Department of Gynecologic Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; National Clinical Research Center for Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ding Ma
- Department of Gynecologic Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; National Clinical Research Center for Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
| | - Guoliang Li
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, China; Agricultural Bioinformatics Key Laboratory of Hubei Province, Hubei Engineering Technology Research Center of Agricultural Big Data, 3D Genomics Research Center, College of Informatics, Huazhong Agricultural University, Wuhan, China.
| | - Peng Wu
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; National Clinical Research Center for Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
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7
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Fujiwara Y, Kato S, Nishizaki D, Miyashita H, Lee S, Nesline MK, Conroy JM, DePietro P, Pabla S, Lippman SM, Kurzrock R. High indoleamine 2,3-dioxygenase transcript levels predict better outcome after front-line cancer immunotherapy. iScience 2024; 27:109632. [PMID: 38632994 PMCID: PMC11022045 DOI: 10.1016/j.isci.2024.109632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 03/07/2024] [Accepted: 03/26/2024] [Indexed: 04/19/2024] Open
Abstract
Indoleamine 2,3-dioxygenase 1 (IDO1), which catabolizes tryptophan, is a potential target to unlock the immunosuppressive tumor microenvironment. Correlations between IDO1 and immune checkpoint inhibitor (ICI) efficacy remain unclear. Herein, we investigated IDO1 transcript expression across cancers and clinical outcome correlations. High IDO1 transcripts were more frequent in uterine (54.2%) and ovarian cancer (37.2%) but varied between and within malignancies. High IDO1 RNA expression was associated with high expression of PD-L1 (immune checkpoint ligand), CXCL10 (an effector T cell recruitment chemokine), and STAT1 (a component of the JAK-STAT pathway) (all multivariable p < 0.05). PIK3CA and CTCF alterations were more frequent in the high IDO1 group. High IDO1 expression was an independent predictor of progression-free survival (adjusted HR = 0.44, 95% CI 0.20-0.99, p = 0.049) and overall survival (adjusted HR = 0.31, 95% CI 0.11-0.87, p = 0.026) after front-line ICIs. IDO1 expression warrants further exploration as a predictive biomarker for immunotherapy. Moreover, co-expressed immunoregulatory molecules merit exploration for co-targeting.
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Affiliation(s)
- Yu Fujiwara
- Department of Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
- Department of Medicine, Icahn School of Medicine at Mount Sinai, Mount Sinai Beth Israel, New York, NY 10003, USA
| | - Shumei Kato
- Center for Personalized Cancer Therapy, University of California, San Diego, Moores Cancer Center, La Jolla, CA 92093, USA
| | - Daisuke Nishizaki
- Center for Personalized Cancer Therapy, University of California, San Diego, Moores Cancer Center, La Jolla, CA 92093, USA
| | - Hirotaka Miyashita
- Division of Hematology and Oncology, Dartmouth Cancer Center. One Medical Center Drive, Lebanon, NH 03766, USA
| | - Suzanna Lee
- Center for Personalized Cancer Therapy, University of California, San Diego, Moores Cancer Center, La Jolla, CA 92093, USA
| | | | | | | | | | - Scott M. Lippman
- Center for Personalized Cancer Therapy, University of California, San Diego, Moores Cancer Center, La Jolla, CA 92093, USA
| | - Razelle Kurzrock
- MCW Cancer Center and Genomic Sciences and Precision Medicine Center, Medical College of Wisconsin, Milwaukee, WI 53226, USA
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8
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Lechner A, Kumbrink J, Walz C, Jung A, Baumeister P, Flach S. Molecular characterization of the evolution of premalignant lesions in the upper aerodigestive tract. Front Oncol 2024; 14:1364958. [PMID: 38706595 PMCID: PMC11067708 DOI: 10.3389/fonc.2024.1364958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 04/03/2024] [Indexed: 05/07/2024] Open
Abstract
Introduction Early relapse and development of metastatic disease are some of the primary reasons for the poor prognosis of patients with head and neck squamous cell carcinoma (HNSCC). HNSCC is a heterogeneous disease which may develop in large premalignant fields of genetically altered cells. Yet knowing which individuals will progress and develop clinically significant cancers during their lifetimes remains one of the most important challenges of reducing HNSCC morbidity and mortality. To further elucidate the molecular mechanisms, we performed a focused analysis of the genome and immune microenvironment from multiple, matched normal squamous tissue, premalignant lesions, as well as primary and recurrent tumors from seven patients with p16-negative HNSCC. Methods We performed targeted panel Next Generation Sequencing (161 genes) to analyze somatic variants from sequentially collected, matched formalin-fixed paraffin-embedded tissue (normal, premalignant, HNSCC) from two patients. These samples plus samples from five additional patients were analyzed with the Nanostring PanCancer Immune Panel. In addition, we performed shallow whole genome sequencing (0.5x coverage on average) on samples from three of these patients. Patients were, apart from one case, primarily treated with curative-intent surgery, and received subsequent adjuvant treatment, if indicated. Results The most frequently mutated genes were TP53 and NOTCH1. Other mutated genes included NOTCH3 and CDKN2A, among others. A significant number of mutations were private to dysplasia and invasive carcinoma, respectively, however, almost 20% were shared between them. Increasing genomic instability was observed when comparing histologically normal squamous mucosa with higher levels of dysplasia. High-grade dysplasia showed similarly rearranged genomes as invasive carcinoma. Pathways related to interferon alpha and gamma response were upregulated even in moderate dysplastic lesions with increasing expression in higher grades of dysplasia and carcinoma. SPINK5, a known tumor suppressor gene in HNSCC, was already downregulated in low-grade dysplastic lesions, indicating an early deactivation in the evolution of the disease. Conclusion Genomic alterations as well as aberrant immune gene expression can be observed early in the evolution of tumors of the upper aerodigestive tract, highlighting the potential for targeting early mechanisms of disease progression.
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Affiliation(s)
- Axel Lechner
- Department of Otorhinolaryngology, Head and Neck Surgery, Ludwig-Maximilians-Universität (LMU) Munich University Hospital, Munich, Germany
| | - Jörg Kumbrink
- Department of Pathology, LMU Munich University Hospital, Munich, Germany
| | - Christoph Walz
- Department of Pathology, LMU Munich University Hospital, Munich, Germany
| | - Andreas Jung
- Department of Pathology, LMU Munich University Hospital, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - Philipp Baumeister
- Department of Otorhinolaryngology, Head and Neck Surgery, Ludwig-Maximilians-Universität (LMU) Munich University Hospital, Munich, Germany
| | - Susanne Flach
- Department of Otorhinolaryngology, Head and Neck Surgery, Ludwig-Maximilians-Universität (LMU) Munich University Hospital, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
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9
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Lim RJ, Salehi-Rad R, Tran LM, Oh MS, Dumitras C, Crosson WP, Li R, Patel TS, Man S, Yean CE, Abascal J, Huang Z, Ong SL, Krysan K, Dubinett SM, Liu B. CXCL9/10-engineered dendritic cells promote T cell activation and enhance immune checkpoint blockade for lung cancer. Cell Rep Med 2024; 5:101479. [PMID: 38518770 PMCID: PMC11031384 DOI: 10.1016/j.xcrm.2024.101479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 01/11/2024] [Accepted: 02/27/2024] [Indexed: 03/24/2024]
Abstract
Immune checkpoint blockade (ICB) with PD-1/PD-L1 inhibition has revolutionized the treatment of non-small cell lung cancer (NSCLC). Durable responses, however, are observed only in a subpopulation of patients. Defective antigen presentation and an immunosuppressive tumor microenvironment (TME) can lead to deficient T cell recruitment and ICB resistance. We evaluate intratumoral (IT) vaccination with CXCL9- and CXCL10-engineered dendritic cells (CXCL9/10-DC) as a strategy to overcome resistance. IT CXCL9/10-DC leads to enhanced T cell infiltration and activation in the TME and tumor inhibition in murine NSCLC models. The antitumor efficacy of IT CXCL9/10-DC is dependent on CD4+ and CD8+ T cells, as well as CXCR3-dependent T cell trafficking from the lymph node. IT CXCL9/10-DC, in combination with ICB, overcomes resistance and establishes systemic tumor-specific immunity in murine models. These studies provide a mechanistic understanding of CXCL9/10-DC-mediated host immune activation and support clinical translation of IT CXCL9/10-DC to augment ICB efficacy in NSCLC.
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Affiliation(s)
- Raymond J Lim
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Ramin Salehi-Rad
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Medicine, VA Greater Los Angeles Healthcare System, Los Angeles, CA 90073, USA
| | - Linh M Tran
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Medicine, VA Greater Los Angeles Healthcare System, Los Angeles, CA 90073, USA
| | - Michael S Oh
- Division of Hematology and Oncology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA; Molecular Biology Institute, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Camelia Dumitras
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - William P Crosson
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Rui Li
- Division of Hematology and Oncology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Tejas S Patel
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Samantha Man
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Cara E Yean
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Jensen Abascal
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA; Molecular Biology Institute, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - ZiLing Huang
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Stephanie L Ong
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Kostyantyn Krysan
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Medicine, VA Greater Los Angeles Healthcare System, Los Angeles, CA 90073, USA
| | - Steven M Dubinett
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Medicine, VA Greater Los Angeles Healthcare System, Los Angeles, CA 90073, USA; Department of Pathology and Laboratory Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA; Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA 90095, USA.
| | - Bin Liu
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA.
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10
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Mallick S, Choi Y, Taylor AM, Cosper PF. Human Papillomavirus-Induced Chromosomal Instability and Aneuploidy in Squamous Cell Cancers. Viruses 2024; 16:501. [PMID: 38675844 PMCID: PMC11053578 DOI: 10.3390/v16040501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2024] [Revised: 03/18/2024] [Accepted: 03/21/2024] [Indexed: 04/28/2024] Open
Abstract
Chromosomal instability (CIN) and aneuploidy are hallmarks of cancer. CIN is defined as a continuous rate of chromosome missegregation events over the course of multiple cell divisions. CIN causes aneuploidy, a state of abnormal chromosome content differing from a multiple of the haploid. Human papillomavirus (HPV) is a well-known cause of squamous cancers of the oropharynx, cervix, and anus. The HPV E6 and E7 oncogenes have well-known roles in carcinogenesis, but additional genomic events, such as CIN and aneuploidy, are often required for tumor formation. HPV+ squamous cancers have an increased frequency of specific types of CIN, including polar chromosomes. CIN leads to chromosome gains and losses (aneuploidies) specific to HPV+ cancers, which are distinct from HPV- cancers. HPV-specific CIN and aneuploidy may have implications for prognosis and therapeutic response and may provide insight into novel therapeutic vulnerabilities. Here, we review HPV-specific types of CIN and patterns of aneuploidy in squamous cancers, as well as how this impacts patient prognosis and treatment.
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Affiliation(s)
- Samyukta Mallick
- Department of Pathology and Cell Biology at the Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY 10032, USA
- Integrated Program in Cellular, Molecular, and Biomedical Studies, Columbia University, New York, NY 10032, USA
| | - Yeseo Choi
- Department of Human Oncology, University of Wisconsin School of Medicine and Public Health, Madison, WI 53705, USA
- Cancer Biology Graduate Program, University of Wisconsin-Madison, Madison, WI 53705, USA
| | - Alison M. Taylor
- Department of Pathology and Cell Biology at the Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY 10032, USA
| | - Pippa F. Cosper
- Department of Human Oncology, University of Wisconsin School of Medicine and Public Health, Madison, WI 53705, USA
- Carbone Cancer Center, University of Wisconsin, Madison, WI 53705, USA
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11
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Di Tommaso E, Giunta S. Dynamic interplay between human alpha-satellite DNA structure and centromere functions. Semin Cell Dev Biol 2024; 156:130-140. [PMID: 37926668 DOI: 10.1016/j.semcdb.2023.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 10/04/2023] [Accepted: 10/10/2023] [Indexed: 11/07/2023]
Abstract
Maintenance of genome stability relies on functional centromeres for correct chromosome segregation and faithful inheritance of the genetic information. The human centromere is the primary constriction within mitotic chromosomes made up of repetitive alpha-satellite DNA hierarchically organized in megabase-long arrays of near-identical higher order repeats (HORs). Centromeres are epigenetically specified by the presence of the centromere-specific histone H3 variant, CENP-A, which enables the assembly of the kinetochore for microtubule attachment. Notably, centromeric DNA is faithfully inherited as intact haplotypes from the parents to the offspring without intervening recombination, yet, outside of meiosis, centromeres are akin to common fragile sites (CFSs), manifesting crossing-overs and ongoing sequence instability. Consequences of DNA changes within the centromere are just starting to emerge, with unclear effects on intra- and inter-generational inheritance driven by centromere's essential role in kinetochore assembly. Here, we review evidence of meiotic selection operating to mitigate centromere drive, as well as recent reports on centromere damage, recombination and repair during the mitotic cell division. We propose an antagonistic pleiotropy interpretation to reconcile centromere DNA instability as both driver of aneuploidy that underlies degenerative diseases, while also potentially necessary for the maintenance of homogenized HORs for centromere function. We attempt to provide a framework for this conceptual leap taking into consideration the structural interface of centromere-kinetochore interaction and present case scenarios for its malfunctioning. Finally, we offer an integrated working model to connect DNA instability, chromatin, and structural changes with functional consequences on chromosome integrity.
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Affiliation(s)
- Elena Di Tommaso
- Laboratory of Genome Evolution, Department of Biology & Biotechnology Charles Darwin, Sapienza University of Rome, Rome 00185, Italy
| | - Simona Giunta
- Laboratory of Genome Evolution, Department of Biology & Biotechnology Charles Darwin, Sapienza University of Rome, Rome 00185, Italy.
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12
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Cai X, Zhang J, Li L, Liu L, Tang M, Zhou X, Peng C, Li X, Chen X, Xu M, Zhang H, Wang J, Huang Y, Li T. Copy Number Alterations Predict Development of OSCC from Oral Leukoplakia. J Dent Res 2024; 103:138-146. [PMID: 38217281 DOI: 10.1177/00220345231217160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2024] Open
Abstract
Oral leukoplakia (OLK) is a common type of potentially malignant disorder. Early identification of the malignancy potential leads to a better management of OLK and prediction of development of oral squamous cell carcinoma (OSCC). However, there has been no effective biomarker to assess the risk of malignancy in OLK. Genomic copy number alteration (CNA) is a complex chromosomal structural variation in the genome and has been identified as a potential biomarker in multiple cancers. This study aimed to develop a predictive model for the malignant transformation risk of OLK by copy number analysis. A total of 431 OLK samples with long-term follow-up (median follow-up of 67 mo) from multiple academic centers were analyzed for CNAs. CNA events increased with the severity of hyperplasia, mild dysplasia, moderate dysplasia, and severe dysplasia. More CNA events were present in patients with OLK who later developed OSCC than in those with OLK who did not. By multivariate Cox regression analysis, the OLK of the CNA scorehigh group showed an increased risk of malignant transformation than the CNA scorelow group (P < 0.001). A CNA score model was developed to accurately predict the prognosis (area under the receiver operating characteristic curve [AUC] = 0.879; 95% confidence interval [CI], 0.799-0.959) and was validated using data from 2 external centers (AUC = 0.836, 95% CI, 0.683-0.989; AUC = 0.876, 95% CI, 0.682-1.000), and all of them showed better prediction performances than histopathological grade in assessing the transformation risk of OLK. Furthermore, we performed CNA models among 4 subgroups of OLK with hyperplasia, mild dysplasia, moderate dysplasia, and severe dysplasia and found that CNA score can accurately predict malignant transformation of different subgroups. CNA score may be a useful biomarker to predict malignant transformation of OLK. Subtyping of OLK by the CNA score could contribute to better management of OLK and predicting development of OSCC.
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Affiliation(s)
- X Cai
- Department of Oral Pathology, Peking University School and Hospital of Stomatology & National Center of Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing, China
- Research Unit of Precision Pathologic Diagnosis in Tumors of the Oral and Maxillofacial Regions, Chinese Academy of Medical Sciences (2019RU034), Beijing, China
| | - J Zhang
- Department of Oral Pathology, Peking University School and Hospital of Stomatology & National Center of Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing, China
- Research Unit of Precision Pathologic Diagnosis in Tumors of the Oral and Maxillofacial Regions, Chinese Academy of Medical Sciences (2019RU034), Beijing, China
| | - L Li
- Hunan Key Laboratory of Oral Health Research & Xiangya Stomatological Hospital & Xiangya School of Stomatology, Central South University, Changsha, Hunan, China
| | - L Liu
- Changping Laboratory, Beijing, China
| | - M Tang
- Beijing Advanced Innovation Center for Genomics (ICG), Biomedical Pioneering Innovation Center (BIOPIC), School of Life Sciences, Peking University, Beijing, China
| | - X Zhou
- Department of Oral Pathology, Peking University School and Hospital of Stomatology & National Center of Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing, China
- Research Unit of Precision Pathologic Diagnosis in Tumors of the Oral and Maxillofacial Regions, Chinese Academy of Medical Sciences (2019RU034), Beijing, China
| | - C Peng
- Department of Oral Pathology, Peking University School and Hospital of Stomatology & National Center of Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing, China
- Research Unit of Precision Pathologic Diagnosis in Tumors of the Oral and Maxillofacial Regions, Chinese Academy of Medical Sciences (2019RU034), Beijing, China
| | - X Li
- Department of Periodontology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, College of Stomatology, Shanghai Jiao Tong University & National Center for Stomatology & National Clinical Research Center for Oral Diseases & Shanghai Key Laboratory of Stomatology & Shanghai Research Institute of Stomatology, Shanghai, China
| | - X Chen
- Hospital of Stomatology, Guanghua School of Stomatology, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, China
| | - M Xu
- Hospital of Stomatology, Guanghua School of Stomatology, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Stomatology, Guangzhou, China
| | - H Zhang
- Central Laboratory, Peking University School and Hospital of Stomatology, Beijing, China
| | - J Wang
- School of Life Sciences, Tsinghua University, Beijing, China, Tsinghua University, Beijing, China
| | - Y Huang
- Beijing Advanced Innovation Center for Genomics (ICG), Biomedical Pioneering Innovation Center (BIOPIC), School of Life Sciences, Peking University, Beijing, China
- College of Chemistry and Molecular Engineering and Beijing National Laboratory for Molecular Sciences, Peking University, Beijing, China
| | - T Li
- Department of Oral Pathology, Peking University School and Hospital of Stomatology & National Center of Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing, China
- Research Unit of Precision Pathologic Diagnosis in Tumors of the Oral and Maxillofacial Regions, Chinese Academy of Medical Sciences (2019RU034), Beijing, China
- Laboratory of Oral Biomedicine, Henan University School of Stomatology, Kaifeng, Henan, China
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13
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Serafini MS, Cavalieri S, Licitra L, Pistore F, Lenoci D, Canevari S, Airoldi M, Cossu Rocca M, Strojan P, Kuhar CG, Merlano M, Perrone F, Vingiani A, Denaro N, Perri F, Argiris A, Gurizzan C, Ghi MG, Cassano A, Allegrini G, Bossi P, De Cecco L. Association of a gene-expression subtype to outcome and treatment response in patients with recurrent/metastatic head and neck squamous cell carcinoma treated with nivolumab. J Immunother Cancer 2024; 12:e007823. [PMID: 38290766 PMCID: PMC10828850 DOI: 10.1136/jitc-2023-007823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/19/2023] [Indexed: 02/01/2024] Open
Abstract
BACKGROUND Immune checkpoint inhibitors have been approved and currently used in the clinical management of recurrent and metastatic head and neck squamous cell carcinoma (R/M HNSCC) patients. The reported benefit in clinical trials is variable and heterogeneous. Our study aims at exploring and comparing the predictive role of gene-expression signatures with classical biomarkers for immunotherapy-treated R/M HNSCC patients in a multicentric phase IIIb trial. METHODS Clinical data were prospectively collected in Nivactor tiral (single-arm, open-label, multicenter, phase IIIb clinical trial in platinum-refractory HNSCC treated with nivolumab). Findings were validated in an external independent cohort of immune-treated HNSCC patients, divided in long-term and short-term survivors (overall survival >18 and <6 months since the start of immunotherapy, respectively). Pretreatment tumor tissue specimen from immunotherapy-treated R/M HNSCC patients was used for PD-L1 (Tumor Proportion Score; Combined Positive Score (CPS)) and Tumor Mutational Burden (Oncopanel TSO500) evaluation and gene expression profiling; classical biomarkers and immune signatures (retrieved from literature) were challenged in the NIVACTOR dataset. RESULTS Cluster-6 (Cl6) stratification of NIVACTOR cases in high score (n=16, 20%) and low score (n=64, 80%) demonstrated a statistically significant and clinically meaningful improvement in overall survival in the high-score cases (p=0.00028; HR=4.34, 95% CI 1.84 to 10.22) and discriminative ability reached area under the curve (AUC)=0.785 (95% CI 0.603 to 0.967). The association of high-score Cl6 with better outcome was also confirmed in: (1) NIVACTOR progression-free survival (p=4.93E-05; HR=3.71, 95% CI 1.92 to 7.18) and objective-response-rate (AUC=0.785; 95% CI 0.603 to 0.967); (2) long survivors versus short survivors (p=0.00544). In multivariate Cox regression analysis, Cl6 was independent from Eastern Cooperative Oncology Group performance status, PDL1-CPS, and primary tumor site. CONCLUSIONS These data highlight the presence of underlying biological differences able to predict survival and response following treatment with immunotherapy in platinum-refractory R/M HNSCC that could have translational implications improving treatment selection. TRIAL REGISTRATION NUMBER EudraCT Number: 2017-000562-30.
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Affiliation(s)
- Mara Serena Serafini
- Experimental Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Stefano Cavalieri
- Head and Neck Medical Oncology, Fondazione IRCCS - Istituto Nazionale dei Tumori, Milan, Italy
- Department of Oncology and Hemato-oncology, University of Milan, Milano, Italy
| | - Lisa Licitra
- Head and Neck Medical Oncology, Fondazione IRCCS - Istituto Nazionale dei Tumori, Milan, Italy
- Department of Oncology and Hemato-oncology, University of Milan, Milano, Italy
| | - Federico Pistore
- Head and Neck Medical Oncology, Fondazione IRCCS - Istituto Nazionale dei Tumori, Milan, Italy
| | - Deborah Lenoci
- Experimental Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | | | - Mario Airoldi
- Azienda Ospedaliero Universitaria Città della Salute e della Scienza di Torino, Torino, Italy
| | | | | | - Cvetka Grasic Kuhar
- University of Ljubljana, Ljubljana, Slovenia
- Institute of Oncology, Ljubljana, Slovenia
| | | | - Federica Perrone
- Department of Diagnostic Pathology and Laboratory, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Andrea Vingiani
- Department of Oncology and Hemato-oncology, University of Milan, Milano, Italy
- Department of Diagnostic Pathology and Laboratory, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | - Francesco Perri
- Istituto Nazionale Tumori IRCCS Fondazione Pascale, Napoli, Italy
| | - Athanassios Argiris
- Department of Medical Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Cristina Gurizzan
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
| | - Maria Grazia Ghi
- Istituto Oncologico Veneto Istituto di Ricovero e Cura a Carattere Scientifico, Padova, Italy
| | - Alessandra Cassano
- Policlinico Universitario Agostino Gemelli Dipartimento di scienze mediche e chirurgiche, Roma, Italy
| | | | - Paolo Bossi
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
| | - Loris De Cecco
- Experimental Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
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14
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Sears T, Pagadala M, Castro A, Lee KH, Kong J, Tanaka K, Lippman S, Zanetti M, Carter H. Integrated germline and somatic features reveal divergent immune pathways driving ICB response. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.12.575430. [PMID: 38293085 PMCID: PMC10827124 DOI: 10.1101/2024.01.12.575430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
Immune Checkpoint Blockade (ICB) has revolutionized cancer treatment, however mechanisms determining patient response remain poorly understood. Here we used machine learning to predict ICB response from germline and somatic biomarkers and interpreted the learned model to uncover putative mechanisms driving superior outcomes. Patients with higher T follicular helper infiltrates were robust to defects in the class-I Major Histocompatibility Complex (MHC-I). Further investigation uncovered different ICB responses in MHC-I versus MHC-II neoantigen reliant tumors across patients. Despite similar response rates, MHC-II reliant responses were associated with significantly longer durable clinical benefit (Discovery: Median OS=63.6 vs. 34.5 months P=0.0074; Validation: Median OS=37.5 vs. 33.1 months, P=0.040). Characteristics of the tumor immune microenvironment reflected MHC neoantigen reliance, and analysis of immune checkpoints revealed LAG3 as a potential target in MHC-II but not MHC-I reliant responses. This study highlights the value of interpretable machine learning models in elucidating the biological basis of therapy responses.
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Affiliation(s)
- Timothy Sears
- Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, CA USA
| | - Meghana Pagadala
- Biomedical Sciences Program, University of California San Diego, La Jolla, CA,, USA
| | - Andrea Castro
- Tumour Immunogenomics and Immunosurveillance Laboratory, University College London Cancer Institute, London, UK
| | - Ko-Han Lee
- Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, CA USA
| | - JungHo Kong
- Division of Genomics and Precision Medicine, Department of Medicine, University of California San Diego, La Jolla, CA USA
| | - Kairi Tanaka
- School of Biological Sciences, University of California San Diego, La Jolla, CA USA
| | - Scott Lippman
- Moores Cancer Center, University of California San Diego, La Jolla, CA USA
| | - Maurizio Zanetti
- Moores Cancer Center, University of California San Diego, La Jolla, CA USA
- The Laboratory of Immunology, Moores Cancer Center and Department of Medicine, University of California San Diego, La Jolla, CA USA
| | - Hannah Carter
- Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, CA USA
- Moores Cancer Center, University of California San Diego, La Jolla, CA USA
- The Laboratory of Immunology, Moores Cancer Center and Department of Medicine, University of California San Diego, La Jolla, CA USA
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15
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Hanna GJ, Villa A, Nandi SP, Shi R, ONeill A, Liu M, Quinn CT, Treister NS, Sroussi HY, Vacharotayangul P, Goguen LA, Annino DJ, Rettig EM, Jo VY, Wong KS, Lizotte P, Paweletz CP, Uppaluri R, Haddad RI, Cohen EEW, Alexandrov LB, William WN, Lippman SM, Woo SB. Nivolumab for Patients With High-Risk Oral Leukoplakia: A Nonrandomized Controlled Trial. JAMA Oncol 2024; 10:32-41. [PMID: 37971722 PMCID: PMC10654930 DOI: 10.1001/jamaoncol.2023.4853] [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: 03/28/2023] [Accepted: 08/07/2023] [Indexed: 11/19/2023]
Abstract
Importance Proliferative verrucous leukoplakia (PVL) is an aggressive oral precancerous disease characterized by a high risk of transformation to invasive oral squamous cell carcinoma (OSCC), and no therapies have been shown to affect its natural history. A recent study of the PVL immune landscape revealed a cytotoxic T-cell-rich microenvironment, providing strong rationale to investigate immune checkpoint therapy. Objective To determine the safety and clinical activity of anti-programmed cell death 1 protein (PD-1) therapy to treat high-risk PVL. Design, Setting, and Participants This nonrandomized, open-label, phase 2 clinical trial was conducted from January 2019 to December 2021 at a single academic medical center; median (range) follow-up was 21.1 (5.4-43.6) months. Participants were a population-based sample of patients with PVL (multifocal, contiguous, or a single lesion ≥4 cm with any degree of dysplasia). Intervention Patients underwent pretreatment biopsy (1-3 sites) and then received 4 doses of nivolumab (480 mg intravenously) every 28 days, followed by rebiopsy and intraoral photographs at each visit. Main Outcomes and Measures The primary end point was the change in composite score (size and degree of dysplasia) from before to after treatment (major response [MR]: >80% decrease in score; partial response: 40%-80% decrease). Secondary analyses included immune-related adverse events, cancer-free survival (CFS), PD-1 ligand 1 (PD-L1) expression, 9p21.3 deletion, and other exploratory immunologic and genomic associations of response. Results A total of 33 patients were enrolled (median [range] age, 63 [32-80] years; 18 [55%] were female), including 8 (24%) with previously resected early-stage OSCC. Twelve patients (36%) (95% CI, 20.4%-54.8%) had a response by composite score (3 MRs [9%]), 4 had progressive disease (>10% composite score increase, or cancer). Nine patients (27%) developed OSCC during the trial, with a 2-year CFS of 73% (95% CI, 53%-86%). Two patients (6%) discontinued because of toxic effects; 7 (21%) experienced grade 3 to 4 immune-related adverse events. PD-L1 combined positive scores were not associated with response or CFS. Of 20 whole-exome sequenced patients, all 6 patients who had progression to OSCC after nivolumab treatment exhibited 9p21.3 somatic copy-number loss on pretreatment biopsy, while only 4 of the 14 patients (29%) who did not develop OSCC had 9p21.3 loss. Conclusions and Relevance This immune checkpoint therapy precancer nonrandomized clinical trial met its prespecified response end point, suggesting potential clinical activity for nivolumab in high-risk PVL. Findings identified immunogenomic associations to inform future trials in this precancerous disease with unmet medical need that has been difficult to study. Trial Registration ClinicalTrials.gov Identifier: NCT03692325.
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Affiliation(s)
- Glenn J. Hanna
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Alessandro Villa
- Miami Cancer Institute and Herbert Wertheim College of Medicine, Florida International University, Miami
| | - Shuvro P. Nandi
- Moores Cancer Center, UC San Diego, La Jolla, California
- Department of Cellular and Molecular Medicine, UC San Diego, La Jolla, California
| | - Ruichao Shi
- Department of Data Science, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Anne ONeill
- Department of Data Science, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Mofei Liu
- Department of Data Science, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Charles T. Quinn
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Nathaniel S. Treister
- Division of Oral Medicine and Dentistry, Dana-Farber Cancer Institute and Brigham & Women’s Hospital, Boston, Massachusetts
| | - Herve Y. Sroussi
- Division of Oral Medicine and Dentistry, Dana-Farber Cancer Institute and Brigham & Women’s Hospital, Boston, Massachusetts
| | - Piamkamon Vacharotayangul
- Division of Oral Medicine and Dentistry, Dana-Farber Cancer Institute and Brigham & Women’s Hospital, Boston, Massachusetts
| | - Laura A. Goguen
- Division of Otolaryngology–Head and Neck Surgery, Brigham & Women’s Hospital and Head and Neck Surgical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Donald J. Annino
- Division of Otolaryngology–Head and Neck Surgery, Brigham & Women’s Hospital and Head and Neck Surgical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Eleni M. Rettig
- Division of Otolaryngology–Head and Neck Surgery, Brigham & Women’s Hospital and Head and Neck Surgical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Vickie Y. Jo
- Department of Pathology, Brigham & Women’s Hospital, Boston, Massachusetts
| | - Kristine S. Wong
- Department of Pathology, Brigham & Women’s Hospital, Boston, Massachusetts
| | - Patrick Lizotte
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Belfer Center for Applied Cancer Science, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Cloud P. Paweletz
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Belfer Center for Applied Cancer Science, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Ravindra Uppaluri
- Division of Otolaryngology–Head and Neck Surgery, Brigham & Women’s Hospital and Head and Neck Surgical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Robert I. Haddad
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | | | - Ludmil B. Alexandrov
- Moores Cancer Center, UC San Diego, La Jolla, California
- Department of Cellular and Molecular Medicine, UC San Diego, La Jolla, California
- Department of Bioengineering, UC San Diego, La Jolla, California
| | - William N. William
- Oncology Center, Hospital BP, a Beneficência Portuguesa de São Paulo, São Paulo, Brazil
| | | | - Sook-bin Woo
- Division of Oral Medicine and Dentistry, Dana-Farber Cancer Institute and Brigham & Women’s Hospital, Boston, Massachusetts
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Albaret MA, Aïmontché E, Bendriss-Vermare N, Diaz JJ, Gil C, Hedjam J, Ichim G, Morin C, Mourksi NEH, Nguyen TTM, Picant V, Picard E, Popgeorgiev N, Tirode F, Vanacker H, Puisieux A, Mehlen P. [Oncology research congress: The essentials of the fifth International Symposium 2022 of the Cancer Research Center of Lyon]. Bull Cancer 2023; 110:1332-1342. [PMID: 37806862 DOI: 10.1016/j.bulcan.2023.07.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Accepted: 07/09/2023] [Indexed: 10/10/2023]
Affiliation(s)
- Marie Alexandra Albaret
- UnivLyon, université Claude-Bernard Lyon 1, CNRS 5286, centre Léon-Bérard, centre de recherche en cancérologie de Lyon, Inserm 1052, 28, rue Laennec, Lyon, France.
| | - Eliezer Aïmontché
- UnivLyon, université Claude-Bernard Lyon 1, CNRS 5286, centre Léon-Bérard, centre de recherche en cancérologie de Lyon, Inserm 1052, 28, rue Laennec, Lyon, France
| | - Nathalie Bendriss-Vermare
- UnivLyon, université Claude-Bernard Lyon 1, CNRS 5286, centre Léon-Bérard, centre de recherche en cancérologie de Lyon, Inserm 1052, 28, rue Laennec, Lyon, France
| | - Jean-Jacques Diaz
- UnivLyon, université Claude-Bernard Lyon 1, CNRS 5286, centre Léon-Bérard, centre de recherche en cancérologie de Lyon, Inserm 1052, 28, rue Laennec, Lyon, France
| | - Clara Gil
- UnivLyon, université Claude-Bernard Lyon 1, CNRS 5286, centre Léon-Bérard, centre de recherche en cancérologie de Lyon, Inserm 1052, 28, rue Laennec, Lyon, France
| | - Jordan Hedjam
- UnivLyon, université Claude-Bernard Lyon 1, CNRS 5286, centre Léon-Bérard, centre de recherche en cancérologie de Lyon, Inserm 1052, 28, rue Laennec, Lyon, France
| | - Gabriel Ichim
- UnivLyon, université Claude-Bernard Lyon 1, CNRS 5286, centre Léon-Bérard, centre de recherche en cancérologie de Lyon, Inserm 1052, 28, rue Laennec, Lyon, France
| | - Chloé Morin
- UnivLyon, université Claude-Bernard Lyon 1, CNRS 5286, centre Léon-Bérard, centre de recherche en cancérologie de Lyon, Inserm 1052, 28, rue Laennec, Lyon, France
| | - Nour-El-Houda Mourksi
- UnivLyon, université Claude-Bernard Lyon 1, CNRS 5286, centre Léon-Bérard, centre de recherche en cancérologie de Lyon, Inserm 1052, 28, rue Laennec, Lyon, France
| | - Trang Thi Minh Nguyen
- UnivLyon, université Claude-Bernard Lyon 1, CNRS 5286, centre Léon-Bérard, centre de recherche en cancérologie de Lyon, Inserm 1052, 28, rue Laennec, Lyon, France
| | - Valentin Picant
- UnivLyon, université Claude-Bernard Lyon 1, CNRS 5286, centre Léon-Bérard, centre de recherche en cancérologie de Lyon, Inserm 1052, 28, rue Laennec, Lyon, France
| | - Emilie Picard
- UnivLyon, université Claude-Bernard Lyon 1, CNRS 5286, centre Léon-Bérard, centre de recherche en cancérologie de Lyon, Inserm 1052, 28, rue Laennec, Lyon, France
| | - Nikolay Popgeorgiev
- UnivLyon, université Claude-Bernard Lyon 1, CNRS 5286, centre Léon-Bérard, centre de recherche en cancérologie de Lyon, Inserm 1052, 28, rue Laennec, Lyon, France
| | - Franck Tirode
- UnivLyon, université Claude-Bernard Lyon 1, CNRS 5286, centre Léon-Bérard, centre de recherche en cancérologie de Lyon, Inserm 1052, 28, rue Laennec, Lyon, France
| | - Hélène Vanacker
- UnivLyon, université Claude-Bernard Lyon 1, CNRS 5286, centre Léon-Bérard, centre de recherche en cancérologie de Lyon, Inserm 1052, 28, rue Laennec, Lyon, France
| | - Alain Puisieux
- Institut Curie, 73, rue Claude-Bernard, Paris 5(e) arrondissement, France
| | - Patrick Mehlen
- UnivLyon, université Claude-Bernard Lyon 1, CNRS 5286, centre Léon-Bérard, centre de recherche en cancérologie de Lyon, Inserm 1052, 28, rue Laennec, Lyon, France
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17
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Liu Y, Yuan Y, Chen T, Xiao H, Zhang X, Zhang F. Identification of aneuploidy-related gene signature to predict survival in head and neck squamous cell carcinomas. Aging (Albany NY) 2023; 15:13100-13117. [PMID: 37988195 DOI: 10.18632/aging.205221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 10/15/2023] [Indexed: 11/23/2023]
Abstract
BACKGROUND To parse the characteristics of aneuploidy related riskscore (ARS) model in head and neck squamous cell carcinomas (HNSC) and their predictive ability on patient prognosis. METHODS Molecular subtyping of HNSC specimens was clustered by Copy Number Variation (CNV) data from The Cancer Genome Atlas (TCGA) dataset applying consistent clustering, followed by immune condition evaluation, differentially expressed genes (DEGs) analysis and DEGs function annotation. Weighted gene co-expression network analysis (WGCNA), protein-protein interaction, Univariate Cox regression analysis, least absolute shrinkage and selection operator (LASSO) and stepwise multivariate Cox regression analysis were implemented to construct an ARS model. A nomogram for clinic practice was designed by rms package. Immunotherapy evaluation and drug sensitivity prediction were also carried out. RESULTS We stratified HNSC patients into three different molecular subgroups, with the best prognosis in C1 cluster among 3 clusters. C1 cluster displayed greatest immune infiltration status. The most DEGs between C1 and C2 groups, mainly enriched in cell cycle and immune function. We constructed a nine-gene ARS model (ICOS, IL21R, CCR7, SELL, CYTIP, ZAP70, CCR4, S1PR4 and CD79A) that effectively differentiates between high- and low-risk patients. Patients in low ARS group showed a higher sensitivity to immunotherapy. A nomogram built by integrating ARS and clinic-pathological characteristics helped predict clinic survival benefit. Drug sensitivity evaluation found that 4/9 inhibitor drugs (MK-8776, AZD5438, PD-0332991, PHA-665752) acted on the cell cycle. CONCLUSIONS We classified 3 molecular subtypes for HNSC patients and established an ARS prognostic model, which offered a prospective direction for prognosis in HNSC.
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Affiliation(s)
- Yu Liu
- Department of Pharmacy, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Yonghua Yuan
- Research Center for Pharmacodynamic Evaluation Engineering Technology of Chongqing, College of Pharmacy, Chongqing Medical University, Chongqing 400016, China
| | - Tao Chen
- Department of Pharmacy, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Hongyi Xiao
- Department of Oral and Maxillofacial Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Xiangyu Zhang
- Department of Oral and Maxillofacial Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Fujun Zhang
- Department of Oral and Maxillofacial Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
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Alessi JV, Wang X, Elkrief A, Ricciuti B, Li YY, Gupta H, Spurr LF, Rizvi H, Luo J, Pecci F, Lamberti G, Recondo G, Venkatraman D, Di Federico A, Gandhi MM, Vaz VR, Nishino M, Sholl LM, Cherniack AD, Ladanyi M, Price A, Richards AL, Donoghue M, Lindsay J, Sharma B, Turner MM, Pfaff KL, Felt KD, Rodig SJ, Lin X, Meyerson ML, Johnson BE, Christiani DC, Schoenfeld AJ, Awad MM. Impact of Aneuploidy and Chromosome 9p Loss on Tumor Immune Microenvironment and Immune Checkpoint Inhibitor Efficacy in NSCLC. J Thorac Oncol 2023; 18:1524-1537. [PMID: 37247843 PMCID: PMC10913104 DOI: 10.1016/j.jtho.2023.05.019] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 04/28/2023] [Accepted: 05/13/2023] [Indexed: 05/31/2023]
Abstract
INTRODUCTION Although gene-level copy number alterations have been studied as a potential biomarker of immunotherapy efficacy in NSCLC, the impact of aneuploidy burden and chromosomal arm-level events on immune checkpoint inhibitor (ICI) efficacy in NSCLC is uncertain. METHODS Patients who received programmed cell death protein 1 or programmed death-ligand 1 (PD-L1) inhibitor at two academic centers were included. Across all 22 chromosomes analyzed, an arm was considered altered if at least 70% of its territory was either gained or deleted. Among nonsquamous NSCLCs which underwent targeted next-generation sequencing, we retrospectively quantified aneuploidy using the adjusted fraction of chromosomal arm alterations (FAA), defined as the number of altered chromosome arms divided by the number of chromosome arms assessed, adjusted for tumor purity. RESULTS Among 2293 nonsquamous NSCLCs identified, the median FAA increased with more advanced cancer stage and decreased with higher PD-L1 tumor proportion score (TPS) levels (median FAA in TPS < 1%: 0.09, TPS 1%-49%: 0.08, TPS ≥ 50%: 0.05, p < 0.0001). There was a very weak correlation between FAA and tumor mutational burden when taken as continuous variables (R: 0.07, p = 0.0005). A total of 765 advanced nonsquamous NSCLCs with available FAA values were treated with ICIs. With decreasing FAA tertiles, there was a progressive improvement in objective response rate (ORR 15.1% in upper tertile versus 23.2% in middle tertile versus 28.4% in lowest tertile, p = 0.001), median progression-free survival (mPFS 2.5 versus 3.3 versus 4.1 mo, p < 0.0001), and median overall survival (mOS 12.5 versus 13.9 versus 16.4 mo, p = 0.006), respectively. In the arm-level enrichment analysis, chromosome 9p loss (OR = 0.22, Q = 0.0002) and chromosome 1q gain (OR = 0.43, Q = 0.002) were significantly enriched in ICI nonresponders after false discovery rate adjustment. Compared with NSCLCs without chromosome 9p loss (n = 452), those with 9p loss (n = 154) had a lower ORR (28.1% versus 7.8%, p < 0.0001), a shorter mPFS (4.1 versus 2.3 mo, p < 0.0001), and a shorter mOS (18.0 versus 9.6 mo, p < 0.0001) to immunotherapy. In addition, among NSCLCs with high PD-L1 expression (TPS ≥ 50%), chromosome 9p loss was associated with lower ORR (43% versus 6%, p < 0.0001), shorter mPFS (6.4 versus 2.6 mo, p = 0.0006), and shorter mOS (30.2 versus 14.3 mo, p = 0.0008) to immunotherapy compared with NSCLCs without 9p loss. In multivariable analysis, adjusting for key variables including FAA, chromosome 9p loss, but not 1q gain, retained a significant impact on ORR (hazard ratio [HR] = 0.25, p < 0.001), mPFS (HR = 1.49, p = 0.001), and mOS (HR = 1.47, p = 0.003). Multiplexed immunofluorescence and computational deconvolution of RNA sequencing data revealed that tumors with either high FAA levels or chromosome 9p loss had significantly fewer tumor-associated cytotoxic immune cells. CONCLUSIONS Nonsquamous NSCLCs with high aneuploidy and chromosome 9p loss have a distinct tumor immune microenvironment and less favorable outcomes to ICIs.
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Affiliation(s)
- Joao V Alessi
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Xinan Wang
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
| | - Arielle Elkrief
- Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center, New York, New York; Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Biagio Ricciuti
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Yvonne Y Li
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts; Cancer Program, Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Hersh Gupta
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts; Cancer Program, Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Liam F Spurr
- Pritzker School of Medicine, The University of Chicago, Chicago, Illinois
| | - Hira Rizvi
- Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jia Luo
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Federica Pecci
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Giuseppe Lamberti
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Gonzalo Recondo
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Deepti Venkatraman
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | | | - Malini M Gandhi
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Victor R Vaz
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Mizuki Nishino
- Department of Radiology, Brigham and Women's Hospital and Department of Imaging, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Lynette M Sholl
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Andrew D Cherniack
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts; Cancer Program, Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Marc Ladanyi
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Adam Price
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Allison L Richards
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Mark Donoghue
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - James Lindsay
- Data Science, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Bijaya Sharma
- ImmunoProfile, Brigham & Women's Hospital and Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Madison M Turner
- Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Kathleen L Pfaff
- Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Kristen D Felt
- ImmunoProfile, Brigham & Women's Hospital and Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Scott J Rodig
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts; Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Xihong Lin
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
| | - Matthew L Meyerson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts; Cancer Program, Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Bruce E Johnson
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - David C Christiani
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
| | - Adam J Schoenfeld
- Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Mark M Awad
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
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Zhang Y, Sun Y, Gan J, Zhou H, Guo S, Wang X, Zhang C, Zheng W, Zhao X, Zhang Y, Ning S, Li X. Reconstructing the immunosenescence core pathway reveals global characteristics in pan-cancer. Cancer Immunol Immunother 2023; 72:3693-3705. [PMID: 37608128 DOI: 10.1007/s00262-023-03521-4] [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: 06/21/2023] [Accepted: 08/10/2023] [Indexed: 08/24/2023]
Abstract
Immunosenescence has been demonstrated to play an important role in tumor progression. However, there is lacking comprehensive analyses of immunosenescence-related pathways. Meanwhile, the sex disparities of immunosenescence in cancer are still poorly understood. In this study, we analyzed the multi-omics data of 12,836 tumor samples, including genomics, transcriptomics, epigenomics, proteomics, and metabolomics. We systematically identified immunosenescence pathways that were disordered across cancer types. The mutations and copy number variations of immunosenescence pathways were found to be more active in pan-cancer. We reconstructed the immunosenescence core pathways (ISC-pathways) to improve the ability of prognostic stratification in 33 cancer types. We also found the head and neck squamous carcinoma (HNSC) contained abundant sex-specific immunosenescence features and showed sex differences in survival. We found that OSI-027 was a potential sex-specific drug in HNSC tumors, which tended to be more effective in male HNSC by targeting the MTOR gene in the PI3K-Akt signaling pathway. In conclusion, our study provided a systematic understanding of immunosenescence pathways and revealed the global characteristics of immunosenescence in pan-cancer. We highlighted MTOR gene could be a powerful immunosenescence biomarker of HNSC that helps to develop sex-specific immunosenescence drugs.
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Affiliation(s)
- Yakun Zhang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
| | - Yue Sun
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
| | - Jing Gan
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
| | - Hanxiao Zhou
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
| | - Shuang Guo
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
| | - Xinyue Wang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
| | - Caiyu Zhang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
| | - Wen Zheng
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
| | - Xiaoxi Zhao
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
| | - Yunpeng Zhang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China.
| | - Shangwei Ning
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China.
| | - Xia Li
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China.
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Valero C, Golkaram M, Vos JL, Xu B, Fitzgerald C, Lee M, Kaplan S, Han CY, Pei X, Sarkar R, Boe LA, Pandey A, Koh ES, Zuur CL, Solit DB, Pawlowski T, Liu L, Ho AL, Chowell D, Riaz N, Chan TA, Morris LG. Clinical-genomic determinants of immune checkpoint blockade response in head and neck squamous cell carcinoma. J Clin Invest 2023; 133:e169823. [PMID: 37561583 PMCID: PMC10541199 DOI: 10.1172/jci169823] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 08/03/2023] [Indexed: 08/12/2023] Open
Abstract
BACKGROUNDRecurrent and/or metastatic (R/M) head and neck squamous cell carcinoma (HNSCC) is generally an incurable disease, with patients experiencing median survival of under 10 months and significant morbidity. While immune checkpoint blockade (ICB) drugs are effective in approximately 20% of patients, the remaining experience limited clinical benefit and are exposed to potential adverse effects and financial costs. Clinically approved biomarkers, such as tumor mutational burden (TMB), have a modest predictive value in HNSCC.METHODSWe analyzed clinical and genomic features, generated using whole-exome sequencing, in 133 ICB-treated patients with R/M HNSCC, of whom 69 had virus-associated and 64 had non-virus-associated tumors.RESULTSHierarchical clustering of genomic data revealed 6 molecular subtypes characterized by a wide range of objective response rates and survival after ICB therapy. The prognostic importance of these 6 subtypes was validated in an external cohort. A random forest-based predictive model, using several clinical and genomic features, predicted progression-free survival (PFS), overall survival (OS), and response with greater accuracy than did a model based on TMB alone. Recursive partitioning analysis identified 3 features (systemic inflammatory response index, TMB, and smoking signature) that classified patients into risk groups with accurate discrimination of PFS and OS.CONCLUSIONThese findings shed light on the immunogenomic characteristics of HNSCC tumors that drive differential responses to ICB and identify a clinical-genomic classifier that outperformed the current clinically approved biomarker of TMB. This validated predictive tool may help with clinical risk stratification in patients with R/M HNSCC for whom ICB is being considered.FUNDINGFundación Alfonso Martín Escudero, NIH R01 DE027738, US Department of Defense CA210784, The Geoffrey Beene Cancer Research Center, The MSKCC Population Science Research Program, the Jayme Flowers Fund, the Sebastian Nativo Fund, and the NIH/NCI Cancer Center Support Grant P30 CA008748.
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Affiliation(s)
- Cristina Valero
- Head and Neck Service, Immunogenomic Oncology Platform, Department of Surgery, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA
| | | | - Joris L. Vos
- Head and Neck Service, Immunogenomic Oncology Platform, Department of Surgery, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA
| | - Bin Xu
- Department of Pathology and Laboratory Medicine
| | - Conall Fitzgerald
- Head and Neck Service, Immunogenomic Oncology Platform, Department of Surgery, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA
| | - Mark Lee
- Head and Neck Service, Immunogenomic Oncology Platform, Department of Surgery, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA
| | | | - Catherine Y. Han
- Head and Neck Service, Immunogenomic Oncology Platform, Department of Surgery, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA
| | - Xin Pei
- Department of Radiation Oncology, and
| | | | - Lillian A. Boe
- Department of Biostatistics and Epidemiology, MSKCC, New York, New York, USA
| | - Abhinav Pandey
- Head and Neck Service, Immunogenomic Oncology Platform, Department of Surgery, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA
| | - Elizabeth S. Koh
- Head and Neck Service, Immunogenomic Oncology Platform, Department of Surgery, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA
| | - Charlotte L. Zuur
- Department of Head and Neck Oncology and Surgery, Antoni van Leeuwenhoek Hospital–Netherlands Cancer Institute, Amsterdam, Netherlands
- Department of Otorhinolaryngology and Head and Neck Surgery, Leiden University Medical Center, Leiden, Netherlands
| | | | | | - Li Liu
- Illumina Inc., San Diego, California, USA
| | - Alan L. Ho
- Department of Medicine, MSKCC, New York, New York, USA
| | - Diego Chowell
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | | | - Timothy A. Chan
- Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Luc G.T. Morris
- Head and Neck Service, Immunogenomic Oncology Platform, Department of Surgery, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA
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21
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Song C, Chen Y, Qiao Y. Preventable burden of head and neck cancer attributable to tobacco and alcohol between 1990 and 2039 in China. Cancer Sci 2023. [PMID: 37302807 PMCID: PMC10394139 DOI: 10.1111/cas.15877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 05/16/2023] [Accepted: 05/18/2023] [Indexed: 06/13/2023] Open
Abstract
Tobacco use and heavy alcohol consumption are risk factors for head and neck cancer (HNC), including oral, pharynx, and larynx cancer. No study has investigated the preventable burden of HNC attributable to tobacco and alcohol in China. We extracted data from 1990 to 2019 from the Global Burden of Disease. The preventable burden attributable to tobacco and alcohol was estimated by subtracting the overlapping fraction derived from a literature search. Descriptive analyses were performed initially, followed by joinpoint regression and age-period-cohort (APC) analysis. The future burden was forecasted using a Bayesian APC model. The crude burden increased significantly, while the age-standardized rates showed a downward trend from 1990 to 2019 in China. Both all-age and age-standardized population attributable fractions rose significantly, potentially due to the poor prognosis of tobacco- and alcohol-associated HNC. The absolute burden would continue to climb in the next 20 years from 2019, largely due to population aging. For site-specific burden, compared with total, pharynx, and larynx cancer burden, the substantial upward trend of oral cancer burden indicated a strong interaction with risk factors such as genetic susceptibility, betel nut chewing, oral microbiota, and human papillomavirus. The burden of oral cancer attributable to tobacco and alcohol is a major concern and is anticipated to become more severe than cancer in other anatomic sites. Altogether, our study provides useful information to rethink the current restrictions on tobacco and alcohol, lean healthcare resources, and develop effective HNC prevention and control strategies.
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Affiliation(s)
- Cheng Song
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Department of Cancer Epidemiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yahan Chen
- Department of Cancer Epidemiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Yanjing Medical College, Capital Medical University, Beijing, China
| | - Youlin Qiao
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Department of Cancer Epidemiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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22
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Faraji F, Cohen EEW, Guo TW. Evolving treatment paradigms in recurrent and metastatic head and neck squamous cell carcinoma: the emergence of immunotherapy. Transl Cancer Res 2023; 12:1353-1358. [PMID: 37304550 PMCID: PMC10248584 DOI: 10.21037/tcr-23-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2023] [Accepted: 04/24/2023] [Indexed: 06/13/2023]
Affiliation(s)
- Farhoud Faraji
- Department of Otolaryngology-Head and Neck Surgery, Gleiberman Head and Neck Cancer Center, Moores Cancer Center, UC San Diego Health, La Jolla, CA, USA
| | - Ezra E. W. Cohen
- Division of Hematology-Oncology, Department of Internal Medicine, Gleiberman Head and Neck Cancer Center, Moores Cancer Center, UC San Diego Health, La Jolla, CA, USA
| | - Theresa W. Guo
- Department of Otolaryngology-Head and Neck Surgery, Gleiberman Head and Neck Cancer Center, Moores Cancer Center, UC San Diego Health, La Jolla, CA, USA
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23
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Benavente S. Remodeling the tumor microenvironment to overcome treatment resistance in HPV-negative head and neck cancer. CANCER DRUG RESISTANCE (ALHAMBRA, CALIF.) 2023; 6:291-313. [PMID: 37457128 PMCID: PMC10344731 DOI: 10.20517/cdr.2022.141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 05/02/2023] [Accepted: 05/22/2023] [Indexed: 07/18/2023]
Abstract
Despite intensive efforts and refined techniques, overall survival in HPV-negative head and neck cancer remains poor. Robust immune priming is required to elicit a strong and durable antitumor immune response in immunologically cold and excluded tumors like HPV-negative head and neck cancer. This review highlights how the tumor microenvironment could be affected by different immune and stromal cell types, weighs the need to integrate metabolic regulation of the tumor microenvironment into cancer treatment strategies and summarizes the emerging clinical applicability of personalized immunotherapeutic strategies in HPV-negative head and neck cancer.
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Affiliation(s)
- Sergi Benavente
- Correspondence to: Dr. Sergi Benavente, Department of Radiation Oncology, Vall d’Hebron University Hospital, Passeig Vall d’Hebron 119, Barcelona 08035, Spain. E-mail:
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24
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Cai X, Zhang J, Zhang H, Li T. Biomarkers of malignant transformation in oral leukoplakia: from bench to bedside. J Zhejiang Univ Sci B 2023; 24:868-882. [PMID: 37752089 PMCID: PMC10522567 DOI: 10.1631/jzus.b2200589] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Accepted: 12/01/2022] [Indexed: 05/16/2023]
Abstract
Oral leukoplakia is a common precursor lesion of oral squamous cell carcinoma, which indicates a high potential of malignancy. The malignant transformation of oral leukoplakia seriously affects patient survival and quality of life; however, it is difficult to identify oral leukoplakia patients who will develop carcinoma because no biomarker exists to predict malignant transformation for effective clinical management. As a major problem in the field of head and neck pathologies, it is imperative to identify biomarkers of malignant transformation in oral leukoplakia. In this review, we discuss the potential biomarkers of malignant transformation reported in the literature and explore the translational probabilities from bench to bedside. Although no single biomarker has yet been applied in the clinical setting, profiling for genomic instability might be a promising adjunct.
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Affiliation(s)
- Xinjia Cai
- Department of Oral Pathology, Peking University School and Hospital of Stomatology / National Center of Stomatology / National Clinical Research Center for Oral Diseases / National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing 100081, China
- Research Unit of Precision Pathologic Diagnosis in Tumors of the Oral and Maxillofacial Regions, Chinese Academy of Medical Sciences (2019RU034), Beijing 100081, China
| | - Jianyun Zhang
- Department of Oral Pathology, Peking University School and Hospital of Stomatology / National Center of Stomatology / National Clinical Research Center for Oral Diseases / National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing 100081, China
- Research Unit of Precision Pathologic Diagnosis in Tumors of the Oral and Maxillofacial Regions, Chinese Academy of Medical Sciences (2019RU034), Beijing 100081, China
| | - Heyu Zhang
- Central Laboratory, Peking University School and Hospital of Stomatology, Beijing 100081, China.
- Research Unit of Precision Pathologic Diagnosis in Tumors of the Oral and Maxillofacial Regions, Chinese Academy of Medical Sciences (2019RU034), Beijing 100081, China.
| | - Tiejun Li
- Department of Oral Pathology, Peking University School and Hospital of Stomatology / National Center of Stomatology / National Clinical Research Center for Oral Diseases / National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing 100081, China.
- Research Unit of Precision Pathologic Diagnosis in Tumors of the Oral and Maxillofacial Regions, Chinese Academy of Medical Sciences (2019RU034), Beijing 100081, China.
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25
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Bosco N, Goldberg A, Zhao X, Mays JC, Cheng P, Johnson AF, Bianchi JJ, Toscani C, Di Tommaso E, Katsnelson L, Annuar D, Mei S, Faitelson RE, Pesselev IY, Mohamed KS, Mermerian A, Camacho-Hernandez EM, Gionco CA, Manikas J, Tseng YS, Sun Z, Fani S, Keegan S, Lippman SM, Fenyö D, Giunta S, Santaguida S, Davoli T. KaryoCreate: A CRISPR-based technology to study chromosome-specific aneuploidy by targeting human centromeres. Cell 2023; 186:1985-2001.e19. [PMID: 37075754 PMCID: PMC10676289 DOI: 10.1016/j.cell.2023.03.029] [Citation(s) in RCA: 20] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 11/17/2022] [Accepted: 03/23/2023] [Indexed: 04/21/2023]
Abstract
Aneuploidy, the presence of chromosome gains or losses, is a hallmark of cancer. Here, we describe KaryoCreate (karyotype CRISPR-engineered aneuploidy technology), a system that enables the generation of chromosome-specific aneuploidies by co-expression of an sgRNA targeting chromosome-specific CENPA-binding ɑ-satellite repeats together with dCas9 fused to mutant KNL1. We design unique and highly specific sgRNAs for 19 of the 24 chromosomes. Expression of these constructs leads to missegregation and induction of gains or losses of the targeted chromosome in cellular progeny, with an average efficiency of 8% for gains and 12% for losses (up to 20%) validated across 10 chromosomes. Using KaryoCreate in colon epithelial cells, we show that chromosome 18q loss, frequent in gastrointestinal cancers, promotes resistance to TGF-β, likely due to synergistic hemizygous deletion of multiple genes. Altogether, we describe an innovative technology to create and study chromosome missegregation and aneuploidy in the context of cancer and beyond.
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Affiliation(s)
- Nazario Bosco
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA
| | - Aleah Goldberg
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA
| | - Xin Zhao
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA
| | - Joseph C Mays
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA
| | - Pan Cheng
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA
| | - Adam F Johnson
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA
| | - Joy J Bianchi
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA
| | - Cecilia Toscani
- Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Elena Di Tommaso
- Department of Biology and Biotechnology Charles Darwin, University of Rome "La Sapienza", 00185 Rome, Italy
| | - Lizabeth Katsnelson
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA
| | - Dania Annuar
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA
| | - Sally Mei
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA
| | - Roni E Faitelson
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA
| | - Ilan Y Pesselev
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA
| | - Kareem S Mohamed
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA
| | - Angela Mermerian
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA
| | - Elaine M Camacho-Hernandez
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA
| | - Courtney A Gionco
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA
| | - Julie Manikas
- Department of Cell Biology, NYU Langone Health, New York, NY, USA
| | - Yi-Shuan Tseng
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA
| | - Zhengxi Sun
- Department of Pathology and Laura & Isaac Perlmutter Cancer Center, NYU School of Medicine, New York, NY, USA
| | - Somayeh Fani
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA
| | - Sarah Keegan
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA
| | - Scott M Lippman
- Moores Cancer Center, University of California, San Diego, 3855 Health Sciences Drive, La Jolla, CA 92093, USA
| | - David Fenyö
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA
| | - Simona Giunta
- Department of Biology and Biotechnology Charles Darwin, University of Rome "La Sapienza", 00185 Rome, Italy
| | - Stefano Santaguida
- Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy
| | - Teresa Davoli
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, USA.
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26
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William WN, Zhang J, Zhao X, Parra ER, Uraoka N, Lin HY, Peng SA, El-Naggar AK, Rodriguez-Canales J, Song J, Gillenwater AM, Wistuba II, Myers JN, Gold KA, Ferrarotto R, Hwu P, Davoli T, Lee JJ, Heymach JV, Papadimitrakopoulou VA, Lippman SM. Spatial PD-L1, immune-cell microenvironment, and genomic copy-number alteration patterns and drivers of invasive-disease transition in prospective oral precancer cohort. Cancer 2023; 129:714-727. [PMID: 36597662 PMCID: PMC10508302 DOI: 10.1002/cncr.34607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Revised: 10/10/2022] [Accepted: 10/10/2022] [Indexed: 01/05/2023]
Abstract
BACKGROUND Studies of the immune landscape led to breakthrough trials of programmed death-1 (PD-1) inhibitors for recurrent/metastatic head and neck squamous cell carcinoma therapy. This study investigated the timing, influence of somatic copy-number alterations (SCNAs), and clinical implications of PD-L1 and immune-cell patterns in oral precancer (OPC). METHODS The authors evaluated spatial CD3, CD3/8, and CD68 density (cells/mm2 ) and PD-L1 (membranous expression in cytokeratin-positive intraepithelial neoplastic cells and CD68) patterns by multiplex immunofluorescence in a 188-patient prospective OPC cohort, characterized by clinical, histologic, and SCNA risk factors and protocol-specified primary end point of invasive cancer. The authors used Wilcoxon rank-sum and Fisher exact tests, linear mixed effect models, mediation, and Cox regression and recursive-partitioning analyses. RESULTS Epithelial, but not CD68 immune-cell, PD-L1 expression was detected in 28% of OPCs, correlated with immune-cell infiltration, 9p21.3 loss of heterozygosity (LOH), and inferior oral cancer-free survival (OCFS), notably in OPCs with low CD3/8 cell density, dysplasia, and/or 9p21.3 LOH. High CD3/8 cell density in dysplastic lesions predicted better OCFS and eliminated the excess risk associated with prior oral cancer and dysplasia. PD-L1 and CD3/8 patterns revealed inferior OCFS in PD-L1 high intrinsic induction and dysplastic immune-cold subgroups. CONCLUSION This report provides spatial insight into the immune landscape and drivers of OPCs, and a publicly available immunogenomic data set for future precancer interrogation. The data suggest that 9p21.3 LOH triggers an immune-hot inflammatory phenotype; whereas increased 9p deletion size encompassing CD274 at 9p24.1 may contribute to CD3/8 and PD-L1 depletion during invasive transition. The inferior OCFS in PD-L1-high, immune-cold OPCs support the development of T-cell recruitment strategies.
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Affiliation(s)
- William N William
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
- Hospital BP, a Beneficência Portuguesa de São Paulo, São Paulo, Brazil
| | - Jianjun Zhang
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Xin Zhao
- Department of Biochemistry and Molecular Pharmacology, Institute for Systems Genetics, New York University Langone Health, New York, New York, USA
| | - Edwin R Parra
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Naohiro Uraoka
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Heather Y Lin
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - S Andrew Peng
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Adel K El-Naggar
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jaime Rodriguez-Canales
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jaejoon Song
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Ann M Gillenwater
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Ignacio I Wistuba
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jeffrey N Myers
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Kathryn A Gold
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA
| | - Renata Ferrarotto
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | | | - Teresa Davoli
- Department of Biochemistry and Molecular Pharmacology, Institute for Systems Genetics, New York University Langone Health, New York, New York, USA
| | - J Jack Lee
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - John V Heymach
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Vassiliki A Papadimitrakopoulou
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
- Pfizer Inc, New York, New York, USA
| | - Scott M Lippman
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA
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27
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Wils LJ, Poell JB, Brink A, Evren I, Brouns ER, de Visscher JGAM, Bloemena E, Brakenhoff RH. Elucidating the Genetic Landscape of Oral Leukoplakia to Predict Malignant Transformation. Clin Cancer Res 2023; 29:602-613. [PMID: 36449687 DOI: 10.1158/1078-0432.ccr-22-2210] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 09/21/2022] [Accepted: 11/28/2022] [Indexed: 12/05/2022]
Abstract
PURPOSE Oral leukoplakia is the most common oral potentially malignant disorder with an annual malignant transformation rate of 1% to 5%. Consequently, oral leukoplakia patients have a 30% to 50% lifetime risk to develop oral squamous cell carcinoma. Although risk factors for malignant transformation of oral leukoplakia have been investigated, no definitive risk stratification model has been proposed. Next-generation sequencing can elucidate the genetic landscape of oral leukoplakia, which may be used to predict the risk for malignant transformation. EXPERIMENTAL DESIGN We investigated a retrospective cohort of 89 oral leukoplakia patients, and analyzed their oral leukoplakia lesions for the presence of genomic copy-number alterations and mutations in genes associated with oral squamous cell carcinoma. RESULTS In 25 of 89 (28%) patients, oral squamous cell carcinoma developed during follow-up. Seventy-nine of 89 (89%) oral leukoplakias harbored at least one genetic event. Copy-number alterations were present in 61 of 89 (69%) oral leukoplakias, most commonly gains of chromosome regions 8q24 (46%) and 20p11 (20%) and loss of 13q12 (19%). Mutations were present in 59 of 89 (66%) oral leukoplakias, most commonly in TP53 (28%), FAT1 (20%), and NOTCH1 (13%). Genetic data were combined with the presence of dysplasia to generate a prediction model, identifying three groups with a distinct risk for malignant transformation. CONCLUSIONS We provide an extensive description of genetic alterations in oral leukoplakia and its relation to malignant transformation. On the basis of our data we provide a model for the prediction of malignant transformation of oral leukoplakia using dysplasia and genetic markers.
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Affiliation(s)
- Leon J Wils
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Oral and Maxillofacial Surgery and Oral Pathology, Academic Centre for Dentistry Amsterdam (ACTA), Amsterdam, The Netherlands.,Amsterdam UMC Location Vrije Universiteit Amsterdam, Otolaryngology and Head & Neck Surgery, Cancer Center Amsterdam (CCA), Amsterdam, The Netherlands
| | - Jos B Poell
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Otolaryngology and Head & Neck Surgery, Cancer Center Amsterdam (CCA), Amsterdam, The Netherlands
| | - Arjen Brink
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Otolaryngology and Head & Neck Surgery, Cancer Center Amsterdam (CCA), Amsterdam, The Netherlands
| | - Ilkay Evren
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Oral and Maxillofacial Surgery and Oral Pathology, Academic Centre for Dentistry Amsterdam (ACTA), Amsterdam, The Netherlands
| | - Elisabeth R Brouns
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Oral and Maxillofacial Surgery and Oral Pathology, Academic Centre for Dentistry Amsterdam (ACTA), Amsterdam, The Netherlands
| | - Jan G A M de Visscher
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Oral and Maxillofacial Surgery and Oral Pathology, Academic Centre for Dentistry Amsterdam (ACTA), Amsterdam, The Netherlands
| | - Elisabeth Bloemena
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Oral and Maxillofacial Surgery and Oral Pathology, Academic Centre for Dentistry Amsterdam (ACTA), Amsterdam, The Netherlands.,Amsterdam UMC Location Vrije Universiteit Amsterdam, Pathology, Amsterdam, The Netherlands
| | - Ruud H Brakenhoff
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Otolaryngology and Head & Neck Surgery, Cancer Center Amsterdam (CCA), Amsterdam, The Netherlands
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28
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Poell JB, Wils LJ, Brink A, Dietrich R, Krieg C, Velleuer E, Evren I, Brouns ER, de Visscher JG, Bloemena E, Ylstra B, Brakenhoff RH. Oral cancer prediction by noninvasive genetic screening. Int J Cancer 2023; 152:227-238. [PMID: 36069231 PMCID: PMC9826173 DOI: 10.1002/ijc.34277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 07/22/2022] [Accepted: 08/15/2022] [Indexed: 01/11/2023]
Abstract
Oral squamous cell carcinomas (OSCCs) develop in genetically altered epithelium in the mucosal lining, also coined as fields, which are mostly not visible but occasionally present as white oral leukoplakia (OL) lesions. We developed a noninvasive genetic assay using next-generation sequencing (NGS) on brushed cells to detect the presence of genetically altered fields, including those that are not macroscopically visible. The assay demonstrated high accuracy in OL patients when brush samples were compared with biopsies as gold standard. In a cohort of Fanconi anemia patients, detection of mutations in prospectively collected oral brushes predicted oral cancer also when visible abnormalities were absent. We further provide insight in the molecular landscape of OL with frequent changes of TP53, FAT1 and NOTCH1. NGS analysis of noninvasively collected samples offers a highly accurate method to detect genetically altered fields in the oral cavity, and predicts development of OSCC in high-risk individuals. Noninvasive genetic screening can be employed to screen high-risk populations for cancer and precancer, map the extension of OL lesions beyond what is visible, map the oral cavity for precancerous changes even when visible abnormalities are absent, test accuracy of promising imaging modalities, monitor interventions and determine genetic progression as well as the natural history of the disease in the human patient.
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Affiliation(s)
- Jos B. Poell
- Department of Otolaryngology/Head and Neck SurgeryAmsterdam UMC, Vrije Universiteit Amsterdam, Cancer Center AmsterdamAmsterdamThe Netherlands
| | - Leon J. Wils
- Academic Center for Dentistry Amsterdam (ACTA)AmsterdamThe Netherlands
| | - Arjen Brink
- Department of Otolaryngology/Head and Neck SurgeryAmsterdam UMC, Vrije Universiteit Amsterdam, Cancer Center AmsterdamAmsterdamThe Netherlands
| | | | | | - Eunike Velleuer
- Children's Hospital NeuwerkMönchengladbachGermany,Heinrich‐Heine‐University DüsseldorfDepartment for CytopathologyDüsseldorfGermany
| | - Ilkay Evren
- Department of Oral and Maxillofacial Surgery and Oral Pathology, Amsterdam UMC, Vrije Universiteit AmsterdamCancer Center AmsterdamAmsterdamThe Netherlands
| | - Elisabeth R. Brouns
- Department of Oral and Maxillofacial Surgery and Oral Pathology, Amsterdam UMC, Vrije Universiteit AmsterdamCancer Center AmsterdamAmsterdamThe Netherlands
| | - Jan G. de Visscher
- Department of Oral and Maxillofacial Surgery and Oral Pathology, Amsterdam UMC, Vrije Universiteit AmsterdamCancer Center AmsterdamAmsterdamThe Netherlands
| | - Elisabeth Bloemena
- Academic Center for Dentistry Amsterdam (ACTA)AmsterdamThe Netherlands,Department of Oral and Maxillofacial Surgery and Oral Pathology, Amsterdam UMC, Vrije Universiteit AmsterdamCancer Center AmsterdamAmsterdamThe Netherlands,Department of Pathology, Amsterdam UMC, Vrije Universiteit AmsterdamCancer Center AmsterdamAmsterdamThe Netherlands
| | - Bauke Ylstra
- Department of Pathology, Amsterdam UMC, Vrije Universiteit AmsterdamCancer Center AmsterdamAmsterdamThe Netherlands
| | - Ruud H. Brakenhoff
- Department of Otolaryngology/Head and Neck SurgeryAmsterdam UMC, Vrije Universiteit Amsterdam, Cancer Center AmsterdamAmsterdamThe Netherlands
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29
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Thol K, Pawlik P, McGranahan N. Therapy sculpts the complex interplay between cancer and the immune system during tumour evolution. Genome Med 2022; 14:137. [PMID: 36476325 PMCID: PMC9730559 DOI: 10.1186/s13073-022-01138-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 11/09/2022] [Indexed: 12/12/2022] Open
Abstract
Cancer development is an evolutionary process. A key selection pressure is exerted by therapy, one of the few players in cancer evolution that can be controlled. As such, an understanding of how treatment acts to sculpt the tumour and its microenvironment and how this influences a tumour's subsequent evolutionary trajectory is critical. In this review, we examine cancer evolution and intra-tumour heterogeneity in the context of therapy. We focus on how radiotherapy, chemotherapy and immunotherapy shape both tumour development and the environment in which tumours evolve and how resistance can develop or be selected for during treatment.
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Affiliation(s)
- Kerstin Thol
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Genome Evolution Research Group, University College London Cancer Institute, London, UK
| | - Piotr Pawlik
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Genome Evolution Research Group, University College London Cancer Institute, London, UK
| | - Nicholas McGranahan
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.
- Cancer Genome Evolution Research Group, University College London Cancer Institute, London, UK.
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30
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Agashe RP, Lippman SM, Kurzrock R. JAK: Not Just Another Kinase. Mol Cancer Ther 2022; 21:1757-1764. [PMID: 36252553 PMCID: PMC10441554 DOI: 10.1158/1535-7163.mct-22-0323] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 07/07/2022] [Accepted: 10/07/2022] [Indexed: 01/12/2023]
Abstract
The JAK/STAT axis is implicated in cancer, inflammation, and immunity. Numerous cytokines/growth factors affect JAK/STAT signaling. JAKs (JAK1, JAK2, JAK3, and TYK2) noncovalently associate with cytokine receptors, mediate receptor tyrosine phosphorylation, and recruit ≥1 STAT proteins (STAT1, STAT2, STAT3, STAT4, STAT5a, STAT5b, and STAT6). Tyrosine-phosphorylated STATs dimerize and are then transported into the nucleus to function as transcription factors. Signaling is attenuated by specific suppressor of cytokine signaling proteins, creating a negative feedback loop. Both germline mutations and polymorphisms of JAK family members correlate with specific diseases: Systemic lupus erythematosus (TYK2 polymorphisms); severe combined immunodeficiency (JAK3 mutations); pediatric acute lymphoblastic leukemia (TYK2 mutations); and hereditary thrombocytosis (JAK2 mutations). Somatic gain-of-function JAK mutations mainly occur in hematologic malignancies, with the activating JAK2 V617F being a myeloproliferative disorder hallmark; it is also seen in clonal hematopoiesis of indeterminate potential. Several T-cell malignancies, as well as B-cell acute lymphoblastic leukemia, and acute megakaryoblastic leukemia also harbor JAK family somatic alterations. On the other hand, JAK2 copy-number loss is associated with immune checkpoint inhibitor resistance. JAK inhibitors (jakinibs) have been deployed in many conditions with JAK activation; they are approved in myeloproliferative disorders, rheumatoid and psoriatic arthritis, atopic dermatitis, ulcerative colitis, graft-versus-host disease, alopecia areata, ankylosing spondylitis, and in patients hospitalized for COVID-19. Clinical trials are investigating jakinibs in multiple other autoimmune/inflammatory conditions. Furthermore, dermatologic and neurologic improvements have been observed in children with Aicardi-Goutieres syndrome (a genetic interferonopathy) treated with JAK inhibitors.
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Affiliation(s)
| | | | - Razelle Kurzrock
- Medical College of Wisconsin, Milwaukee, Wisconsin
- Win Consortium, Paris, France
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31
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Urine proteomic signatures predicting the progression from premalignancy to malignant gastric cancer. EBioMedicine 2022; 86:104340. [DOI: 10.1016/j.ebiom.2022.104340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 10/17/2022] [Accepted: 10/17/2022] [Indexed: 11/09/2022] Open
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32
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Somatic 9p24.1 alterations in HPV - head and neck squamous cancer dictate immune microenvironment and anti-PD-1 checkpoint inhibitor activity. Proc Natl Acad Sci U S A 2022; 119:e2213835119. [PMID: 36395141 PMCID: PMC9704728 DOI: 10.1073/pnas.2213835119] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Somatic copy number alterations (SCNAs), generally (1) losses containing interferons and interferon-pathway genes, many on chromosome 9p, predict immune-cold, immune checkpoint therapy (ICT)-resistant tumors (2); however, genomic regions mediating these effects are unclear and probably tissue specific. Previously, 9p21.3 loss was found to be an early genetic driver of human papillomavirus-negative (HPV-) head and neck squamous cancer (HNSC), associated with an immune-cold tumor microenvironment (TME) signal, and recent evidence suggested that this TME-cold phenotype was greatly enhanced with 9p21 deletion size, notably encompassing band 9p24.1 (3). Here, we report multi-omic, -threshold and continuous-variable dissection of 9p21 and 9p24 loci (including depth and degree of somatic alteration of each band at each locus, and each gene at each band) and TME of four HPV- HNSC cohorts. Preferential 9p24 deletion, CD8 T-cell immune-cold associations were observed, driven by 9p24.1 loss, and in turn by an essential telomeric regulatory gene element, JAK2-CD274. Surprisingly, same genetic region gains were immune hot. Related 9p21-TME analyses were less evident. Inherent 9p-band-level influences on anti-PD1 ICT survival rates, coincident with TME patterns, were also observed. At a 9p24.1 whole-transcriptome expression threshold of 60th percentile, ICT survival rate exceeded that of lower expression percentiles and of chemotherapy; below this transcript threshold, ICT survival was inferior to chemotherapy, the latter unaffected by 9p24.1 expression level (P-values < 0.01, including in a PD-L1 immunohistochemistry-positive patient subgroup). Whole-exome analyses of 10 solid-tumor types suggest that these 9p-related ICT findings could be relevant to squamous cancers, in which 9p24.1 gain/immune-hot associations exist.
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33
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Ma X, Chan TA. Solving the puzzle of what makes immunotherapies work. Trends Cancer 2022; 8:890-900. [PMID: 35933298 PMCID: PMC10109520 DOI: 10.1016/j.trecan.2022.06.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 06/27/2022] [Accepted: 06/29/2022] [Indexed: 02/07/2023]
Abstract
The rapid adoption of immune checkpoint blockade (ICB) therapies has led to a need to understand the mechanistic drivers of efficacy and the identification of novel biomarkers that enrich for patients who benefit from ICB therapy. Here, we provide a perspective on emerging biomarker candidates, their underlying biological mechanisms, and how they may fit into the current landscape of ICB biomarkers. We discuss new frameworks to identify and evaluate biomarker candidates and review the opportunities and challenges of utilizing biomarker-derived models to facilitate the development of new immunotherapies.
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Affiliation(s)
- Xiaoxiao Ma
- Center for Immunotherapy and Precision Immuno-Oncology, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Timothy A Chan
- Center for Immunotherapy and Precision Immuno-Oncology, Cleveland Clinic, Cleveland, OH 44195, USA; Case Western School of Medicine, Cleveland, OH 44106, USA.
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34
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Louie BH, Kato S, Kim KH, Lim HJ, Okamura R, Eskander RN, Botta G, Patel H, Lee S, Lippman SM, Sicklick JK, Kurzrock R. Pan-cancer molecular tumor board experience with biomarker-driven precision immunotherapy. NPJ Precis Oncol 2022; 6:67. [PMID: 36138116 PMCID: PMC9500013 DOI: 10.1038/s41698-022-00309-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 08/23/2022] [Indexed: 11/12/2022] Open
Abstract
Despite remarkable responses to immune checkpoint blockade (ICB) in some advanced cancers, most patients do not benefit, perhaps due to the complexity of tumor/immune/genome interactions. We implemented a multidisciplinary Molecular Tumor Board (MTB) that reviewed multi-omic cancer characteristics to develop N-of-One therapies for patients in the pan-cancer, advanced, refractory setting. This study evaluates the experience of 80 patients who were presented to the MTB and received a treatment regimen that included ICB. Overall, 60/80 patients (75%) who received ICB following MTB discussion had a high degree of matching between tumor molecular characteristics, including ICB biomarkers (reflected by a high Matching Score (≥50%)) and therapy administered. Patients with high versus low Matching Score experienced significantly longer median progression-free survival (6.4 vs. 3.0 months; p = 0.011) and median overall survival (15.3 vs. 4.7 months; p = 0.014) and higher clinical benefit rates (stable disease ≥6 months/partial response/complete response) (53% vs. 21%, p = 0.019). Although most patients (52/80 (65%)) received a personalized combination therapy (e.g., targeted, hormonal, chemotherapy, or a second immunotherapy agent), administering >1 drug was not associated with outcome. Only degree of matching and age, but no other variables, including individual biomarkers (e.g., microsatellite status, tumor mutational burden, or PD-L1 status), were independently correlated with outcome. In the pan-cancer setting, the MTB facilitated a precision medicine strategy to match therapeutic regimens that included ICB alone or combined with matched targeted drugs to patients with advanced malignancy, which was associated with improved clinical outcomes.
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Affiliation(s)
- Bryan H. Louie
- grid.420234.3Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA USA
| | - Shumei Kato
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA, USA.
| | - Ki Hwan Kim
- grid.412479.dDivision of Hematology and Medical Oncology, Department of Internal Medicine, Seoul National University Boramae Medical Center, Seoul, Republic of Korea
| | - Hyo Jeong Lim
- Department of Internal Medicine, Veterans Health Service Medical Center, Seoul, Republic of Korea
| | - Ryosuke Okamura
- grid.411217.00000 0004 0531 2775Department of Surgery, Kyoto University Hospital, Kyoto, Japan
| | - Ramez N. Eskander
- grid.420234.3Center for Personalized Cancer Therapy and Division of Gynecologic Oncology, Department of Obstetrics, Gynecology and Reproductive Sciences, UC San Diego Moores Cancer Center, La Jolla, CA USA
| | - Gregory Botta
- grid.420234.3Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA USA
| | - Hitendra Patel
- grid.420234.3Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA USA
| | - Suzanna Lee
- grid.420234.3Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA USA
| | - Scott M. Lippman
- grid.420234.3Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA USA
| | - Jason K. Sicklick
- grid.420234.3Division of Surgical Oncology, Department of Surgery, UC San Diego Health Sciences, San Diego, CA USA
| | - Razelle Kurzrock
- WIN Consortium for Precision Medicine, Paris, France ,grid.30760.320000 0001 2111 8460Medical College of Wisconsin Cancer Center and Genomic Sciences and Precision Medicine Center, Milwaukee, WI USA ,grid.266815.e0000 0001 0775 5412University of Nebraska, Omaha, NE USA
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35
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Cheng P, Zhao X, Katsnelson L, Camacho-Hernandez EM, Mermerian A, Mays JC, Lippman SM, Rosales-Alvarez RE, Moya R, Shwetar J, Grun D, Fenyo D, Davoli T. Proteogenomic analysis of cancer aneuploidy and normal tissues reveals divergent modes of gene regulation across cellular pathways. eLife 2022; 11:75227. [PMID: 36129397 PMCID: PMC9491860 DOI: 10.7554/elife.75227] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 08/15/2022] [Indexed: 12/03/2022] Open
Abstract
How cells control gene expression is a fundamental question. The relative contribution of protein-level and RNA-level regulation to this process remains unclear. Here, we perform a proteogenomic analysis of tumors and untransformed cells containing somatic copy number alterations (SCNAs). By revealing how cells regulate RNA and protein abundances of genes with SCNAs, we provide insights into the rules of gene regulation. Protein complex genes have a strong protein-level regulation while non-complex genes have a strong RNA-level regulation. Notable exceptions are plasma membrane protein complex genes, which show a weak protein-level regulation and a stronger RNA-level regulation. Strikingly, we find a strong negative association between the degree of RNA-level and protein-level regulation across genes and cellular pathways. Moreover, genes participating in the same pathway show a similar degree of RNA- and protein-level regulation. Pathways including translation, splicing, RNA processing, and mitochondrial function show a stronger protein-level regulation while cell adhesion and migration pathways show a stronger RNA-level regulation. These results suggest that the evolution of gene regulation is shaped by functional constraints and that many cellular pathways tend to evolve one predominant mechanism of gene regulation at the protein level or at the RNA level.
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Affiliation(s)
- Pan Cheng
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU School of Medicine, New York, United States
| | - Xin Zhao
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU School of Medicine, New York, United States
| | - Lizabeth Katsnelson
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU School of Medicine, New York, United States
| | - Elaine M Camacho-Hernandez
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU School of Medicine, New York, United States
| | - Angela Mermerian
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU School of Medicine, New York, United States
| | - Joseph C Mays
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU School of Medicine, New York, United States
| | - Scott M Lippman
- Moores Cancer Center, University of California San Diego, La Jolla, United States
| | - Reyna Edith Rosales-Alvarez
- Würzburg Institute of Systems Immunology, Max Planck Research Group at the Julius-Maximilians-Universität Würzburg, Würzburg, Germany.,International Max Planck Research School for Immunobiology, Epigenetics, and Metabolism, Freiburg, Germany.,Faculty of Biology, University of Freiburg, Freiburg, Germany
| | - Raquel Moya
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU School of Medicine, New York, United States.,Department of Pathology, NYU School of Medicine, New York, United States
| | - Jasmine Shwetar
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU School of Medicine, New York, United States
| | - Dominic Grun
- Würzburg Institute of Systems Immunology, Max Planck Research Group at the Julius-Maximilians-Universität Würzburg, Würzburg, Germany.,Helmholtz Institute for RNA-based Infection Research (HIRI), Helmholtz-Center for Infection Research, Würzburg, Germany
| | - David Fenyo
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU School of Medicine, New York, United States
| | - Teresa Davoli
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU School of Medicine, New York, United States
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36
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Du M, Zhang S, Liu X, Xu C, Zhang X. Nondiploid cancer cells: Stress, tolerance and therapeutic inspirations. Biochim Biophys Acta Rev Cancer 2022; 1877:188794. [PMID: 36075287 DOI: 10.1016/j.bbcan.2022.188794] [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: 06/08/2022] [Revised: 08/27/2022] [Accepted: 08/30/2022] [Indexed: 11/19/2022]
Abstract
Aberrant ploidy status is a prominent characteristic in malignant neoplasms. Approximately 90% of solid tumors and 75% of haematopoietic malignancies contain aneuploidy cells, and 30%-60% of tumors undergo whole-genome doubling, indicating that nondiploidy might be a prevalent genomic aberration in cancer. Although the role of aneuploid and polyploid cells in cancer remains to be elucidated, recent studies have suggested that nondiploid cells might be a dangerous minority that severely challenges cancer management. Ploidy shifts cause multiple fitness coasts for cancer cells, mainly including genomic, proteotoxic, metabolic and immune stresses. However, nondiploid comprises a well-adopted subpopulation, with many tolerance mechanisms evident in cells along with ploidy shifts. Aneuploid and polyploid cells elegantly maintain an autonomous balance between the stress and tolerance during adaptive evolution in cancer. Breaking the balance might provide some inspiration for ploidy-selective cancer therapy and alleviation of ploidy-related chemoresistance. To understand of the complex role and therapeutic potential of nondiploid cells better, we reviewed the survival stresses and adaptive tolerances within nondiploid cancer cells and summarized therapeutic ploidy-selective alterations for potential use in developing future cancer therapy.
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Affiliation(s)
- Ming Du
- Obstetrics and Gynecology Hospital, Fudan University, Shanghai 200011, People's Republic of China
| | - Shuo Zhang
- Obstetrics and Gynecology Hospital, Fudan University, Shanghai 200011, People's Republic of China
| | - Xiaoxia Liu
- Obstetrics and Gynecology Hospital, Fudan University, Shanghai 200011, People's Republic of China
| | - Congjian Xu
- Obstetrics and Gynecology Hospital, Fudan University, Shanghai 200011, People's Republic of China; Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Shanghai 200011, People's Republic of China.
| | - Xiaoyan Zhang
- Obstetrics and Gynecology Hospital, Fudan University, Shanghai 200011, People's Republic of China; Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Shanghai 200011, People's Republic of China.
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37
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Gan CP, Lee BKB, Lau SH, Kallarakkal TG, Zaini ZM, Lye BKW, Zain RB, Sathasivam HP, Yeong JPS, Savelyeva N, Thomas G, Ottensmeier CH, Ariffin H, Cheong SC, Lim KP. Transcriptional analysis highlights three distinct immune profiles of high-risk oral epithelial dysplasia. Front Immunol 2022; 13:954567. [PMID: 36119104 PMCID: PMC9479061 DOI: 10.3389/fimmu.2022.954567] [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: 05/27/2022] [Accepted: 08/12/2022] [Indexed: 11/20/2022] Open
Abstract
Oral potentially malignant disorders (OPMD) are precursors of oral squamous cell carcinoma (OSCC), and the presence of oral epithelial dysplasia (OED) in OPMD confers an increased risk of malignant transformation. Emerging evidence has indicated a role for the immune system in OPMD disease progression; however, the underlying immune mechanisms remain elusive. In this study, we used immune signatures established from cancer to delineate the immune profiles of moderate and severe OED, which are considered high-risk OPMD. We demonstrated that moderate and severe OEDs exhibit high lymphocyte infiltration and upregulation of genes involved in both immune surveillance (major histocompatibility complex-I, T cells, B cells and cytolytic activity) and immune suppression (immune checkpoints, T regulatory cells, and tumor-associated macrophages). Notably, we identified three distinct subtypes of moderate and severe OED: immune cytotoxic, non-cytotoxic and non-immune reactive. Active immune surveillance is present in the immune cytotoxic subtype, whereas the non-cytotoxic subtype lacks CD8 immune cytotoxic response. The non-immune reactive subtype showed upregulation of genes involved in the stromal microenvironment and cell cycle. The lack of T cell infiltration and activation in the non-immune reactive subtype is due to the dysregulation of CTNNB1, PTEN and JAK2. This work suggests that moderate and severe OED that harbor the non-cytotoxic or non-immune reactive subtype are likely to progress to cancer. Overall, we showed that distinct immune responses are present in high-risk OPMD, and revealed targetable pathways that could lead to potential new approaches for non-surgical management of OED.
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Affiliation(s)
- Chai Phei Gan
- Cancer Immunology and Immunotherapy Unit, Cancer Research Malaysia, Subang Jaya, Malaysia
- Department of Paediatrics, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Bernard Kok Bang Lee
- Cancer Immunology and Immunotherapy Unit, Cancer Research Malaysia, Subang Jaya, Malaysia
| | - Shin Hin Lau
- Cancer Research Center, Institute for Medical Research, National Institutes of Health, Ministry of Health Malaysia, Shah Alam, Malaysia
| | - Thomas George Kallarakkal
- Department of Oral and Maxillofacial Clinical Sciences, Faculty of Dentistry, University of Malaya, Kuala Lumpur, Malaysia
- Oral Cancer Research and Coordinating Center, Faculty of Dentistry, University of Malaya, Kuala Lumpur, Malaysia
| | - Zuraiza Mohamad Zaini
- Department of Oral and Maxillofacial Clinical Sciences, Faculty of Dentistry, University of Malaya, Kuala Lumpur, Malaysia
| | - Bryan Kit Weng Lye
- Cancer Immunology and Immunotherapy Unit, Cancer Research Malaysia, Subang Jaya, Malaysia
| | - Rosnah Binti Zain
- Oral Cancer Research and Coordinating Center, Faculty of Dentistry, University of Malaya, Kuala Lumpur, Malaysia
- Faculty of Dentistry, Malaysian Allied Health Sciences Academy (MAHSA) University, Jenjarom, Malaysia
| | - Hans Prakash Sathasivam
- Cancer Research Center, Institute for Medical Research, National Institutes of Health, Ministry of Health Malaysia, Shah Alam, Malaysia
| | - Joe Poh Sheng Yeong
- Integrative Biology for Theranostics, Institute of Molecular Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
- Department of Anatomical Pathology, Singapore General Hospital, Singapore, Singapore
| | - Natalia Savelyeva
- Head and Neck Center, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
| | - Gareth Thomas
- Cancer Sciences, University of Southampton, Southampton, United Kingdom
| | - Christian H. Ottensmeier
- Head and Neck Center, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
- Cancer Sciences, University of Southampton, Southampton, United Kingdom
| | - Hany Ariffin
- Department of Paediatrics, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Sok Ching Cheong
- Cancer Immunology and Immunotherapy Unit, Cancer Research Malaysia, Subang Jaya, Malaysia
- Department of Oral and Maxillofacial Clinical Sciences, Faculty of Dentistry, University of Malaya, Kuala Lumpur, Malaysia
| | - Kue Peng Lim
- Cancer Immunology and Immunotherapy Unit, Cancer Research Malaysia, Subang Jaya, Malaysia
- *Correspondence:Kue Peng Lim,
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38
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Deletions on 9p21 are associated with worse outcomes after anti-PD-1/PD-L1 monotherapy but not chemoimmunotherapy. NPJ Precis Oncol 2022; 6:44. [PMID: 35739333 PMCID: PMC9225995 DOI: 10.1038/s41698-022-00286-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 05/17/2022] [Indexed: 11/08/2022] Open
Abstract
NCCN guidelines for first-line treatment of advanced non-squamous non-small-cell lung cancer (NSCLC) patients without targetable driver alterations includes either immunotherapy alone or in combination with chemotherapy. In this study, we investigated genomic predictors of survival after immunotherapy to guide this treatment decision. Cox proportional hazards regression was used to identify genomic correlates of survival in a cohort of EGFR/ALK-, non-squamous NSCLC patients treated with first-line pembrolizumab monotherapy (mono-IO) or pembrolizumab in combination with carboplatin/cisplatin and pemetrexed (chemo-IO) within a real-world clinico-genomic database. The effect of deletions on 9p21 was further evaluated in five additional tumor types. Among mono-IO treated non-squamous NSCLC patients, tumors with 9p21.3 gene deletions (CDKN2A, CDKN2B, MTAP) were associated with worse survival compared to the corresponding deletion-negative tumors (CDKN2A deletion HR = 1.8, P = 0.001). However, this association was not observed among chemo-IO treated patients (CDKN2A deletion HR = 1.1, P = 0.4). This finding remained after adjusting for clinical and genomic features including TMB and PD-L1. Deletions at 9p21.3 were not associated with differences in TMB, PD-L1, or tumor inflammation. Due to the high incidence of 9p21.3 deletions across tumor types, we performed a pan-cancer analysis and found CDKN2A deletion-positive tumors had worse survival following first-line immunotherapy treatment in multiple tumor types (HR = 1.4, P < 0.001). These results indicate deletions at 9p21.3 are a putative negative predictor of clinical benefit from first-line immune checkpoint inhibitors and may have utility in choosing between mono-IO vs chemo-IO regimens in NSCLC.
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Consequences of Chromosome Loss: Why Do Cells Need Each Chromosome Twice? Cells 2022; 11:cells11091530. [PMID: 35563836 PMCID: PMC9101035 DOI: 10.3390/cells11091530] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 04/25/2022] [Accepted: 04/28/2022] [Indexed: 12/26/2022] Open
Abstract
Aneuploidy is a cellular state with an unbalanced chromosome number that deviates from the usual euploid status. During evolution, elaborate cellular mechanisms have evolved to maintain the correct chromosome content over generations. The rare errors often lead to cell death, cell cycle arrest, or impaired proliferation. At the same time, aneuploidy can provide a growth advantage under selective conditions in a stressful, frequently changing environment. This is likely why aneuploidy is commonly found in cancer cells, where it correlates with malignancy, drug resistance, and poor prognosis. To understand this “aneuploidy paradox”, model systems have been established and analyzed to investigate the consequences of aneuploidy. Most of the evidence to date has been based on models with chromosomes gains, but chromosome losses and recurrent monosomies can also be found in cancer. We summarize the current models of chromosome loss and our understanding of its consequences, particularly in comparison to chromosome gains.
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40
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Paschen A, Melero I, Ribas A. Central Role of the Antigen-Presentation and Interferon-γ Pathways in Resistance to Immune Checkpoint Blockade. ANNUAL REVIEW OF CANCER BIOLOGY 2022. [DOI: 10.1146/annurev-cancerbio-070220-111016] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Resistance to immunotherapy is due in some instances to the acquired stealth mechanisms of tumor cells that lose expression of MHC class I antigen–presenting molecules or downregulate their class I antigen–presentation pathways. Most dramatically, biallelic β2-microglobulin (B2M) loss leads to complete loss of MHC class I expression and to invisibility to CD8+ T cells. MHC class I expression and antigen presentation are potently upregulated by interferon-γ (IFNγ) in a manner that depends on IFNγ receptor (IFNGR) signaling via JAK1 and JAK2. Mutations in these molecules lead to IFNγ unresponsiveness and mediate loss of recognition and killing by cytotoxic T lymphocytes. Loss of MHC class I augments sensitivity of tumor cells to be killed by natural killer (NK) lymphocytes, and this mechanism could be exploited to revert resistance, for instance, with interleukin-2 (IL-2)-based agents. Moreover, in some experimental models,potent local type I interferon responses, such as those following intratumoral injection of Toll-like receptor 9 (TLR9) or TLR3 agonists, revert resistance due to mutations of JAKs.
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Affiliation(s)
- Annette Paschen
- Department of Dermatology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
- German Cancer Consortium (DKTK) Partner Site Essen/Düsseldorf, Essen, Germany
| | - Ignacio Melero
- University Clinic of Navarre (CUN) and Centre of Applied Medical Research (CIMA), University of Navarre, Pamplona, Spain
- CIBERONC (Consorcio Centro de Investigación Biomédica en Red de Cáncer), Madrid, Spain
| | - Antoni Ribas
- Department of Medicine, Department of Surgery, and Jonsson Comprehensive Cancer Center, University of California, Los Angeles, California, USA
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41
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Rangel R, Pickering CR, Sikora AG, Spiotto MT. Genetic Changes Driving Immunosuppressive Microenvironments in Oral Premalignancy. Front Immunol 2022; 13:840923. [PMID: 35154165 PMCID: PMC8829003 DOI: 10.3389/fimmu.2022.840923] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Accepted: 01/10/2022] [Indexed: 12/25/2022] Open
Abstract
Oral premalignant lesions (OPLs) are the precursors to oral cavity cancers, and have variable rates of progression to invasive disease. As an intermediate state, OPLs have acquired a subset of the genomic alterations while arising in an oral inflammatory environment. These specific genomic changes may facilitate the transition to an immune microenvironment that permits malignant transformation. Here, we will discuss mechanisms by which OPLs develop an immunosuppressive microenvironment that facilitates progression to invasive cancer. We will describe how genomic alterations and immune microenvironmental changes co-evolve and cooperate to promote OSCC progression. Finally, we will describe how these immune microenvironmental changes provide specific and unique evolutionary vulnerabilities for targeted therapies. Therefore, understanding the genomic changes that drive immunosuppressive microenvironments may eventually translate into novel biomarker and/or therapeutic approaches to limit the progression of OPLs to potential lethal oral cancers.
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Affiliation(s)
- Roberto Rangel
- Department of Head and Neck Surgery, The University of Texas M.D. Anderson Cancer Center, Houston, TX, United States
| | - Curtis R Pickering
- Department of Head and Neck Surgery, The University of Texas M.D. Anderson Cancer Center, Houston, TX, United States
| | - Andrew G Sikora
- Department of Head and Neck Surgery, The University of Texas M.D. Anderson Cancer Center, Houston, TX, United States
| | - Michael T Spiotto
- Department of Radiation Oncology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, United States
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Zanetti M, Xian S, Dosset M, Carter H. The Unfolded Protein Response at the Tumor-Immune Interface. Front Immunol 2022; 13:823157. [PMID: 35237269 PMCID: PMC8882736 DOI: 10.3389/fimmu.2022.823157] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Accepted: 01/26/2022] [Indexed: 12/14/2022] Open
Abstract
The tumor-immune interface has surged to primary relevance in an effort to understand the hurdles facing immune surveillance and cancer immunotherapy. Reports over the past decades have indicated a role for the unfolded protein response (UPR) in modulating not only tumor cell fitness and drug resistance, but also local immunity, with emphasis on the phenotype and altered function of immune cells such as myeloid cells and T cells. Emerging evidence also suggests that aneuploidy correlates with local immune dysregulation. Recently, we reported that the UPR serves as a link between aneuploidy and immune cell dysregulation in a cell nonautonomous way. These new findings add considerable complexity to the organization of the tumor microenvironment (TME) and the origin of its altered function. In this review, we summarize these data and also discuss the role of aneuploidy as a negative regulator of local immunity.
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Affiliation(s)
- Maurizio Zanetti
- The Laboratory of Immunology, Department of Medicine and Moores Cancer Center, University of California San Diego, La Jolla, CA, United States
- *Correspondence: Maurizio Zanetti, ; orcid.org/0000-0001-6346-8776
| | - Su Xian
- Division of Medical Genetics, Department of Medicine, Bioinformatics and System Biology Program, University of California San Diego, La Jolla, CA, United States
| | - Magalie Dosset
- The Laboratory of Immunology, Department of Medicine and Moores Cancer Center, University of California San Diego, La Jolla, CA, United States
| | - Hannah Carter
- Division of Medical Genetics, Department of Medicine, Bioinformatics and System Biology Program, University of California San Diego, La Jolla, CA, United States
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Kim HAJ, Shaikh MH, Lee M, Zeng PYF, Sorgini A, Akintola T, Deng X, Jarycki L, Khan H, MacNeil D, Khan MI, Mendez A, Yoo J, Fung K, Lang P, Palma DA, Patel K, Mymryk JS, Barrett JW, Boutros PC, Morris LGT, Nichols AC. 3p Arm Loss and Survival in Head and Neck Cancer: An Analysis of TCGA Dataset. Cancers (Basel) 2021; 13:5313. [PMID: 34771477 PMCID: PMC8582539 DOI: 10.3390/cancers13215313] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2021] [Revised: 10/16/2021] [Accepted: 10/18/2021] [Indexed: 11/16/2022] Open
Abstract
Loss of the 3p chromosome arm has previously been reported to be a biomarker of poorer outcome in both human papillomavirus (HPV)-positive and HPV-negative head and neck cancer. However, the precise operational measurement of 3p arm loss is unclear and the mutational profile associated with the event has not been thoroughly characterized. We downloaded the clinical, single nucleotide variation (SNV), copy number aberration (CNA), RNA sequencing, and reverse phase protein assay (RPPA) data from The Cancer Genome Atlas (TCGA) and The Cancer Proteome Atlas HNSCC cohorts. Survival data and hypoxia scores were downloaded from published studies. In addition, we report the inclusion of an independent Memorial Sloan Kettering cohort. We assessed the frequency of loci deletions across the 3p arm separately in HPV-positive and -negative disease. We found that deletions on chromosome 3p were almost exclusively an all or none event in the HPV-negative cohort; patients either had <1% or >97% of the arm deleted. 3p arm loss, defined as >97% deletion in HPV-positive patients and >50% in HPV-negative patients, had no impact on survival (p > 0.05). However, HPV-negative tumors with 3p arm loss presented at a higher N-category and overall stage and developed more distant metastases (p < 0.05). They were enriched for SNVs in TP53, and depleted for point mutations in CASP8, HRAS, HLA-A, HUWE1, HLA-B, and COL22A1 (false discovery rate, FDR < 0.05). 3p arm loss was associated with CNAs across the whole genome (FDR < 0.1), and pathway analysis revealed low lymphoid-non-lymphoid cell interactions and cytokine signaling (FDR < 0.1). In the tumor microenvironment, 3p arm lost tumors had low immune cell infiltration (FDR < 0.1) and elevated hypoxia (FDR < 0.1). 3p arm lost tumors had lower abundance of proteins phospho-HER3 and ANXA1, and higher abundance of miRNAs hsa-miR-548k and hsa-miR-421, which were all associated with survival. There were no molecular differences by 3p arm status in HPV-positive patients, at least at our statistical power level. 3p arm loss is largely an all or none phenomenon in HPV-negative disease and does not predict poorer survival from the time of diagnosis in TCGA cohort. However, it produces tumors with distinct molecular characteristics and may represent a clinically useful biomarker to guide treatment decisions for HPV-negative patients.
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Affiliation(s)
- Hugh Andrew Jinwook Kim
- Department of Otolaryngology-Head and Neck Surgery, University of Western Ontario, London, ON N6A3K7, Canada; (H.A.J.K.); (M.H.S.); (P.Y.F.Z.); (A.S.); (T.A.); (X.D.); (L.J.); (H.K.); (D.M.); (M.I.K.); (A.M.); (J.Y.); (K.F.); (D.A.P.); (J.S.M.); (J.W.B.)
| | - Mushfiq Hassan Shaikh
- Department of Otolaryngology-Head and Neck Surgery, University of Western Ontario, London, ON N6A3K7, Canada; (H.A.J.K.); (M.H.S.); (P.Y.F.Z.); (A.S.); (T.A.); (X.D.); (L.J.); (H.K.); (D.M.); (M.I.K.); (A.M.); (J.Y.); (K.F.); (D.A.P.); (J.S.M.); (J.W.B.)
| | - Mark Lee
- Memorial Sloan Kettering Cancer Center, Department of Surgery, New York, NY 10065, USA; (M.L.); (L.G.T.M.)
| | - Peter Y. F. Zeng
- Department of Otolaryngology-Head and Neck Surgery, University of Western Ontario, London, ON N6A3K7, Canada; (H.A.J.K.); (M.H.S.); (P.Y.F.Z.); (A.S.); (T.A.); (X.D.); (L.J.); (H.K.); (D.M.); (M.I.K.); (A.M.); (J.Y.); (K.F.); (D.A.P.); (J.S.M.); (J.W.B.)
| | - Alana Sorgini
- Department of Otolaryngology-Head and Neck Surgery, University of Western Ontario, London, ON N6A3K7, Canada; (H.A.J.K.); (M.H.S.); (P.Y.F.Z.); (A.S.); (T.A.); (X.D.); (L.J.); (H.K.); (D.M.); (M.I.K.); (A.M.); (J.Y.); (K.F.); (D.A.P.); (J.S.M.); (J.W.B.)
| | - Temitope Akintola
- Department of Otolaryngology-Head and Neck Surgery, University of Western Ontario, London, ON N6A3K7, Canada; (H.A.J.K.); (M.H.S.); (P.Y.F.Z.); (A.S.); (T.A.); (X.D.); (L.J.); (H.K.); (D.M.); (M.I.K.); (A.M.); (J.Y.); (K.F.); (D.A.P.); (J.S.M.); (J.W.B.)
| | - Xiaoxiao Deng
- Department of Otolaryngology-Head and Neck Surgery, University of Western Ontario, London, ON N6A3K7, Canada; (H.A.J.K.); (M.H.S.); (P.Y.F.Z.); (A.S.); (T.A.); (X.D.); (L.J.); (H.K.); (D.M.); (M.I.K.); (A.M.); (J.Y.); (K.F.); (D.A.P.); (J.S.M.); (J.W.B.)
| | - Laura Jarycki
- Department of Otolaryngology-Head and Neck Surgery, University of Western Ontario, London, ON N6A3K7, Canada; (H.A.J.K.); (M.H.S.); (P.Y.F.Z.); (A.S.); (T.A.); (X.D.); (L.J.); (H.K.); (D.M.); (M.I.K.); (A.M.); (J.Y.); (K.F.); (D.A.P.); (J.S.M.); (J.W.B.)
| | - Halema Khan
- Department of Otolaryngology-Head and Neck Surgery, University of Western Ontario, London, ON N6A3K7, Canada; (H.A.J.K.); (M.H.S.); (P.Y.F.Z.); (A.S.); (T.A.); (X.D.); (L.J.); (H.K.); (D.M.); (M.I.K.); (A.M.); (J.Y.); (K.F.); (D.A.P.); (J.S.M.); (J.W.B.)
| | - Danielle MacNeil
- Department of Otolaryngology-Head and Neck Surgery, University of Western Ontario, London, ON N6A3K7, Canada; (H.A.J.K.); (M.H.S.); (P.Y.F.Z.); (A.S.); (T.A.); (X.D.); (L.J.); (H.K.); (D.M.); (M.I.K.); (A.M.); (J.Y.); (K.F.); (D.A.P.); (J.S.M.); (J.W.B.)
- Department of Oncology, University of Western Ontario, London, ON N6A3K7, Canada;
| | - Mohammed Imran Khan
- Department of Otolaryngology-Head and Neck Surgery, University of Western Ontario, London, ON N6A3K7, Canada; (H.A.J.K.); (M.H.S.); (P.Y.F.Z.); (A.S.); (T.A.); (X.D.); (L.J.); (H.K.); (D.M.); (M.I.K.); (A.M.); (J.Y.); (K.F.); (D.A.P.); (J.S.M.); (J.W.B.)
| | - Adrian Mendez
- Department of Otolaryngology-Head and Neck Surgery, University of Western Ontario, London, ON N6A3K7, Canada; (H.A.J.K.); (M.H.S.); (P.Y.F.Z.); (A.S.); (T.A.); (X.D.); (L.J.); (H.K.); (D.M.); (M.I.K.); (A.M.); (J.Y.); (K.F.); (D.A.P.); (J.S.M.); (J.W.B.)
- Department of Oncology, University of Western Ontario, London, ON N6A3K7, Canada;
| | - John Yoo
- Department of Otolaryngology-Head and Neck Surgery, University of Western Ontario, London, ON N6A3K7, Canada; (H.A.J.K.); (M.H.S.); (P.Y.F.Z.); (A.S.); (T.A.); (X.D.); (L.J.); (H.K.); (D.M.); (M.I.K.); (A.M.); (J.Y.); (K.F.); (D.A.P.); (J.S.M.); (J.W.B.)
- Department of Oncology, University of Western Ontario, London, ON N6A3K7, Canada;
| | - Kevin Fung
- Department of Otolaryngology-Head and Neck Surgery, University of Western Ontario, London, ON N6A3K7, Canada; (H.A.J.K.); (M.H.S.); (P.Y.F.Z.); (A.S.); (T.A.); (X.D.); (L.J.); (H.K.); (D.M.); (M.I.K.); (A.M.); (J.Y.); (K.F.); (D.A.P.); (J.S.M.); (J.W.B.)
- Department of Oncology, University of Western Ontario, London, ON N6A3K7, Canada;
| | - Pencilla Lang
- Department of Oncology, University of Western Ontario, London, ON N6A3K7, Canada;
| | - David A. Palma
- Department of Otolaryngology-Head and Neck Surgery, University of Western Ontario, London, ON N6A3K7, Canada; (H.A.J.K.); (M.H.S.); (P.Y.F.Z.); (A.S.); (T.A.); (X.D.); (L.J.); (H.K.); (D.M.); (M.I.K.); (A.M.); (J.Y.); (K.F.); (D.A.P.); (J.S.M.); (J.W.B.)
- Department of Oncology, University of Western Ontario, London, ON N6A3K7, Canada;
| | - Krupal Patel
- Moffitt Cancer Center, Department of Otolaryngology, Tampa, FL 33612, USA;
| | - Joe S. Mymryk
- Department of Otolaryngology-Head and Neck Surgery, University of Western Ontario, London, ON N6A3K7, Canada; (H.A.J.K.); (M.H.S.); (P.Y.F.Z.); (A.S.); (T.A.); (X.D.); (L.J.); (H.K.); (D.M.); (M.I.K.); (A.M.); (J.Y.); (K.F.); (D.A.P.); (J.S.M.); (J.W.B.)
- Department of Oncology, University of Western Ontario, London, ON N6A3K7, Canada;
- Department of Microbiology & Immunology, University of Western Ontario, London, ON N6A3K7, Canada
| | - John W. Barrett
- Department of Otolaryngology-Head and Neck Surgery, University of Western Ontario, London, ON N6A3K7, Canada; (H.A.J.K.); (M.H.S.); (P.Y.F.Z.); (A.S.); (T.A.); (X.D.); (L.J.); (H.K.); (D.M.); (M.I.K.); (A.M.); (J.Y.); (K.F.); (D.A.P.); (J.S.M.); (J.W.B.)
- Department of Oncology, University of Western Ontario, London, ON N6A3K7, Canada;
| | - Paul C. Boutros
- Department of Human Genetics, University of California, Los Angeles, CA 90095, USA;
- Department of Urology, University of California, Los Angeles, CA 90095, USA
- Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, University of California, Los Angeles, CA 90095, USA
- Institute for Precision Health, University of California, Los Angeles, CA 90095, USA
- Jonsson Comprehensive Cancer Centre, University of California, Los Angeles, CA 90095, USA
| | - Luc G. T. Morris
- Memorial Sloan Kettering Cancer Center, Department of Surgery, New York, NY 10065, USA; (M.L.); (L.G.T.M.)
| | - Anthony C. Nichols
- Department of Otolaryngology-Head and Neck Surgery, University of Western Ontario, London, ON N6A3K7, Canada; (H.A.J.K.); (M.H.S.); (P.Y.F.Z.); (A.S.); (T.A.); (X.D.); (L.J.); (H.K.); (D.M.); (M.I.K.); (A.M.); (J.Y.); (K.F.); (D.A.P.); (J.S.M.); (J.W.B.)
- Department of Oncology, University of Western Ontario, London, ON N6A3K7, Canada;
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