Medical Genetics Commons^™

Distinct Immune Gene Programs Associated With Host Tumor Immunity, Neoadjuvant Chemotherapy, And Chemoimmunotherapy In Resectable Nsclc, Pedro Rocha, Jiexin Zhang, Raquel Laza-Briviesca, Alberto Cruz-Bermúdez, Neus Bota-Rabassedas, Beatriz Sanchez-Espiridon, Katsuhiro Yoshimura, Carmen Behrens, Wei Lu, Ximing Tang, Apar Pataer, Edwin R Parra, Cara Haymaker, Junya Fujimoto, Stephen G Swisher, John V Heymach, Don L Gibbons, J Jack Lee, Boris Sepesi, Tina Cascone, Luisa M Solis, Mariano Provencio, Ignacio I Wistuba, Humam Kadara

Faculty, Staff and Student Publications

Purpose: Our understanding of the immunopathology of resectable non-small cell lung cancer (NSCLC) is still limited. Here, we explore immune programs that inform of tumor immunity and response to neoadjuvant chemotherapy and chemoimmunotherapy in localized NSCLC.

Experimental design: Targeted immune gene sequencing using the HTG Precision Immuno-Oncology panel was performed in localized NSCLCs from three cohorts based on treatment: naïve (n = 190), neoadjuvant chemotherapy (n = 38), and neoadjuvant chemoimmunotherapy (n = 21). Tumor immune microenvironment (TIME) phenotypes were based on the location of CD8+ T cells (inflamed, cold, excluded), tumoral PD-L1 expression (<1% and ≥1%), and tumor-infiltrating lymphocytes (TIL). Immune programs and signatures were statistically analyzed on the basis of tumoral PD-L1 expression, immune phenotypes, and pathologic response and were cross-compared across the three cohorts.

Results: PD-L1-positive tumors exhibited increased …

Association Of Driver Oncogene Variations With Outcomes In Patients With Locally Advanced Non-Small Cell Lung Cancer Treated With Chemoradiation And Consolidative Durvalumab, Yufei Liu, Zhe Zhang, Waree Rinsurongkawong, Carl M Gay, Xiuning Le, Matthew S Ning, Jeff Lewis, Vadeerat Rinsurongkawong, J Jack Lee, Jack Roth, Stephen Swisher, Saumil Gandhi, Percy P Lee, Don L Gibbons, Ara A Vaporciyan, John V Heymach, Jianjun Zhang, Steven H Lin

Faculty, Staff and Student Publications

Importance: Consolidative durvalumab after definitive chemoradiation for unresectable locally advanced non-small cell lung cancer (NSCLC) can significantly improve progression-free survival (PFS) and overall survival (OS), as shown in the PACIFIC trial. However, whether patients with driver variations derive equal benefit from this regimen remains unclear.

Objectives: To compare outcomes of patients with locally advanced NSCLC with and without driver variations treated with the PACIFIC regimen.

Design, setting, and participants: This cohort study examined 104 patients with unresectable locally advanced NSCLC with mutational profiling treated at a tertiary cancer center with definitive chemoradiation and consolidative durvalumab from June 2017 through May …

Tumor Immunology And Immunotherapy Of Non-Small-Cell Lung Cancer, Tina Cascone, Jared Fradette, Monika Pradhan, Don L Gibbons

Faculty, Staff and Student Publications

Historically, non-small-cell lung cancer (NSCLC) has been regarded as a nonimmunogenic tumor; however, recent studies have shown that NSCLCs are among the most responsive cancers to monoclonal antibody immune checkpoint inhibitors (ICIs). ICIs have dramatically improved clinical outcomes for a subset of patients (∼20%) with locally advanced and metastatic NSCLC, and they have also demonstrated promise as neoadjuvant therapy for early-stage resectable disease. Nevertheless, the majority of patients with NSCLC are refractory to ICIs for reasons that are poorly understood. Thus, major questions are: how do we initially identify the patients most likely to derive significant clinical benefit from these …

Central Nervous System Immune Interactome Is A Function Of Cancer Lineage, Tumor Microenvironment, And Stat3 Expression, Hinda Najem, Martina Ott, Cynthia Kassab, Arvind Rao, Ganesh Rao, Anantha Marisetty, Adam M Sonabend, Craig Horbinski, Roel Verhaak, Anand Shankar, Santhoshi N Krishnan, Frederick S Varn, Víctor A Arrieta, Pravesh Gupta, Sherise D Ferguson, Jason T Huse, Gregory N Fuller, James P Long, Daniel E Winkowski, Ben A Freiberg, Charles David James, Leonidas C Platanias, Maciej S Lesniak, Jared K Burks, Amy B Heimberger

Faculty, Staff and Student Publications

BACKGROUND

Immune cell profiling of primary and metastatic CNS tumors has been focused on the tumor, not the tumor microenvironment (TME), or has been analyzed via biopsies.

METHODS

En bloc resections of gliomas (n = 10) and lung metastases (n = 10) were analyzed via tissue segmentation and high-dimension Opal 7-color multiplex imaging. Single-cell RNA analyses were used to infer immune cell functionality.

RESULTS

Within gliomas, T cells were localized in the infiltrating edge and perivascular space of tumors, while residing mostly in the stroma of metastatic tumors. CD163⁺ macrophages were evident throughout the TME of metastatic …

The Microrna-183/96/182 Cluster Inhibits Lung Cancer Progression And Metastasis By Inducing An Interleukin-2-Mediated Antitumor Cd8+ Cytotoxic T-Cell Response, Samrat T Kundu, B Leticia Rodriguez, Laura A Gibson, Amanda N Warner, Mabel G Perez, Rakhee Bajaj, Jared J Fradette, Caleb A Class, Luisa M Solis, Frank R Rojas Alvarez, Ignacio I Wistuba, Lixia Diao, Fengju Chen, Mohit Sachdeva, Jing Wang, David G Kirsch, Chad J Creighton, Don L Gibbons

Faculty, Staff and Student Publications

Here, Kundu et al. investigated the role of the microRNA-183/96/182 cluster (m96cl) in lung cancer and used a novel conditional m96cl mouse to establish that loss of m96cl accelerated the growth of K-Ras mutant autochthonous lung adenocarcinomas. Overall, the authors identified a novel mechanistic role of the m96cl in the suppression of lung cancer growth and metastasis by inducing an IL2-mediated systemic CD8+ CTL immune response.

Blood-Based Biomarker Panel For Personalized Lung Cancer Risk Assessment, Johannes F Fahrmann, Tracey Marsh, Ehsan Irajizad, Nikul Patel, Eunice Murage, Jody Vykoukal, Jennifer B Dennison, Kim-Anh Do, Edwin Ostrin, Margaret R Spitz, Stephen Lam, Sanjay Shete, Rafael Meza, Martin C Tammemägi, Ziding Feng, Samir M Hanash

Faculty, Staff and Student Publications

Purpose: To investigate whether a panel of circulating protein biomarkers would improve risk assessment for lung cancer screening in combination with a risk model on the basis of participant characteristics.

Methods: A blinded validation study was performed using prostate lung colorectal ovarian (PLCO) Cancer Screening Trial data and biospecimens to evaluate the performance of a four-marker protein panel (4MP) consisting of the precursor form of surfactant protein B, cancer antigen 125, carcinoembryonic antigen, and cytokeratin-19 fragment in combination with a lung cancer risk prediction model (PLCOm2012) compared with current US Preventive Services Task Force (USPSTF) screening criteria. The 4MP was …

Accounting For Egfr Mutations In Epidemiologic Analyses Of Non-Small Cell Lung Cancers: Examples Based On The International Lung Cancer Consortium Data, Sabine Schmid, Mei Jiang, M Catherine Brown, Aline Fares, Miguel Garcia, Joelle Soriano, Mei Dong, Sera Thomas, Takashi Kohno, Leticia Ferro Leal, Nancy Diao, Juntao Xie, Zhichao Wang, David Zaridze, Ivana Holcatova, Jolanta Lissowska, Beata Świątkowska, Dana Mates, Milan Savic, Angela S Wenzlaff, Curtis C Harris, Neil E Caporaso, Hongxia Ma, Guillermo Fernandez-Tardon, Matthew J Barnett, Gary Goodman, Michael P A Davies, Mónica Pérez-Ríos, Fiona Taylor, Eric J Duell, Ben Schoettker, Hermann Brenner, Angeline Andrew, Angela Cox, Alberto Ruano-Ravina, John K Field, Loic Le Marchand, Ying Wang, Chu Chen, Adonina Tardon, Sanjay Shete, Matthew B Schabath, Hongbing Shen, Maria Teresa Landi, Brid M Ryan, Ann G Schwartz, Lihong Qi, Lori C Sakoda, Paul Brennan, Ping Yang, Jie Zhang, David C Christiani, Rui Manuel Reis, Kouya Shiraishi, Rayjean J Hung, Wei Xu, Geoffrey Liu

Faculty, Staff and Student Publications

Background: Somatic EGFR mutations define a subset of non-small cell lung cancers (NSCLC) that have clinical impact on NSCLC risk and outcome. However, EGFR-mutation-status is often missing in epidemiologic datasets. We developed and tested pragmatic approaches to account for EGFR-mutation-status based on variables commonly included in epidemiologic datasets and evaluated the clinical utility of these approaches.

Methods: Through analysis of the International Lung Cancer Consortium (ILCCO) epidemiologic datasets, we developed a regression model for EGFR-status; we then applied a clinical-restriction approach using the optimal cut-point, and a second epidemiologic, multiple imputation approach to ILCCO survival analyses that did and did …

Srgn-Triggered Aggressive And Immunosuppressive Phenotype In A Subset Of Ttf-1-Negative Lung Adenocarcinomas, Ichidai Tanaka, Delphine Dayde, Mei Chee Tai, Haruki Mori, Luisa M Solis, Satyendra C Tripathi, Johannes F Fahrmann, Nese Unver, Gargy Parhy, Rekha Jain, Edwin R Parra, Yoshiko Murakami, Clemente Aguilar-Bonavides, Barbara Mino, Muge Celiktas, Dilsher Dhillon, Julian Phillip Casabar, Masahiro Nakatochi, Francesco Stingo, Veera Baladandayuthapani, Hong Wang, Hiroyuki Katayama, Jennifer B Dennison, Philip L Lorenzi, Kim-Anh Do, Junya Fujimoto, Carmen Behrens, Edwin J Ostrin, Jaime Rodriguez-Canales, Tetsunari Hase, Takayuki Fukui, Taisuke Kajino, Seiichi Kato, Yasushi Yatabe, Waki Hosoda, Koji Kawaguchi, Kohei Yokoi, Toyofumi F Chen-Yoshikawa, Yoshinori Hasegawa, Adi F Gazdar, Ignacio I Wistuba, Samir Hanash, Ayumu Taguchi

Faculty, Staff and Student Publications

BACKGROUND: Approximately 20% of lung adenocarcinoma (LUAD) is negative for the lineage-specific oncogene Thyroid transcription factor 1 (TTF-1) and exhibits worse clinical outcome with a low frequency of actionable genomic alterations. To identify molecular features associated with TTF-1-negative LUAD, we compared the transcriptomic and proteomic profiles of LUAD cell lines. SRGN , a chondroitin sulfate proteoglycan Serglycin, was identified as a markedly overexpressed gene in TTF-1-negative LUAD. We therefore investigated the roles and regulation of SRGN in TTF-1-negative LUAD.

METHODS: Proteomic and metabolomic analyses of 41 LUAD cell lines were done using mass spectrometry. The function of SRGN was investigated …

Combined Il-2, Agonistic Cd3 And 4–1bb Stimulation Preserve Clonotype Hierarchy In Propagated Non-Small Cell Lung Cancer Tumor-Infiltrating Lymphocytes, Parin Shah, Marie-Andrée Forget, Meredith L Frank, Peixin Jiang, Donastas Sakellariou-Thompson, Lorenzo Federico, Roohussaba Khairullah, Chantal Alexia Neutzler, Ignacio Wistuba, Chi-Wan B Chow, Yan Long, Junya Fujimoto, Shiaw-Yih Lin, Anirban Maitra, Marcelo V Negrao, Kyle Gregory Mitchell, Annikka Weissferdt, Ara A Vaporciyan, Tina Cascone, Jack A Roth, Jianjun Zhang, Boris Sepesi, Don L Gibbons, John V Heymach, Cara L Haymaker, Daniel J Mcgrail, Alexandre Reuben, Chantale Bernatchez

Faculty, Staff and Student Publications

Background: Adoptive cell transfer (ACT) of tumor-infiltrating lymphocytes (TIL) yielded clinical benefit in patients with checkpoint blockade immunotherapy-refractory non-small cell lung cancer (NSCLC) prompting a renewed interest in TIL-ACT. This preclinical study explores the feasibility of producing a NSCLC TIL product with sufficient numbers and enhanced attributes using an improved culture method.

Methods: TIL from resected NSCLC tumors were initially cultured using (1) the traditional method using interleukin (IL)-2 alone in 24-well plates (TIL 1.0) or (2) IL-2 in combination with agonistic antibodies against CD3 and 4-1BB (Urelumab) in a G-Rex flask (TIL 3.0). TIL subsequently underwent a rapid expansion …

Evaluation Of Programmed Death Ligand 1 Expression In Cytology To Determine Eligibility For Immune Checkpoint Inhibitor Therapy In Patients With Head And Neck Squamous Cell Carcinoma, Zhonghua Liu, Michelle Williams, John Stewart, Bonnie S Glisson, Clifton Fuller, Sinchita Roy-Chowdhuri

Faculty, Staff and Student Publications

Background: Immune checkpoint inhibitors targeting the programmed cell death protein 1 (PD-1)/programmed cell death ligand 1 (PD-L1) pathway have recently emerged as a frontline treatment for head and neck squamous cell carcinoma (HNSCC). The evaluation of PD-L1 expression by immunohistochemistry in histologic samples is used to determine the eligibility of patients with HNSCC for immunotherapy. Patients with newly diagnosed HNSCC are frequently diagnosed by fine-needle aspiration (FNA) of lymph nodes with metastatic disease. However, the evaluation of PD-L1 expression with the proposed combined positive score (CPS) has not been well established in cytology specimens.

Methods: This study retrospectively identified 21 …

Gene-Gene Interaction Of Ahrwith And Within The Wntcascade Affects Susceptibility To Lung Cancer, Albert Rosenberger, Nils Muttray, Rayjean J Hung, David C Christiani, Neil E Caporaso, Geoffrey Liu, Stig E Bojesen, Loic Le Marchand, Demetrios Albanes, Melinda C Aldrich, Adonina Tardon, Guillermo Fernández-Tardón, Gad Rennert, John K Field, Michael P A Davies, Triantafillos Liloglou, Lambertus A Kiemeney, Philip Lazarus, Bernadette Wendel, Aage Haugen, Shanbeh Zienolddiny, Stephen Lam, Matthew B Schabath, Angeline S Andrew, Eric J Duell, Susanne M Arnold, Gary E Goodman, Chu Chen, Jennifer A Doherty, Fiona Taylor, Angela Cox, Penella J Woll, Angela Risch, Thomas R Muley, Mikael Johansson, Paul Brennan, Maria Teresa Landi, Sanjay S Shete, Christopher I Amos, Heike Bickeböller, Integral-Ilcco Consortium

Faculty, Staff and Student Publications

Background: Aberrant Wnt signalling, regulating cell development and stemness, influences the development of many cancer types. The Aryl hydrocarbon receptor (AhR) mediates tumorigenesis of environmental pollutants. Complex interaction patterns of genes assigned to AhR/Wnt-signalling were recently associated with lung cancer susceptibility.

Aim: To assess the association and predictive ability of AhR/Wnt-genes with lung cancer in cases and controls of European descent.

Methods: Odds ratios (OR) were estimated for genomic variants assigned to the Wnt agonist and the antagonistic genes DKK2, DKK3, DKK4, FRZB, SFRP4 and Axin2. Logistic regression models with variable selection were trained, validated and tested to predict lung …

Clonal Hematopoiesis Mutations In Patients With Lung Cancer Are Associated With Lung Cancer Risk Factors, Wei Hong, Ang Li, Yanhong Liu, Xiangjun Xiao, David C Christiani, Rayjean J Hung, James Mckay, John Field, Christopher I Amos, Chao Cheng

Faculty, Staff and Students Publications

Clonal hematopoiesis (CH) is a phenomenon caused by expansion of white blood cells descended from a single hematopoietic stem cell. While CH can be associated with leukemia and some solid tumors, the relationship between CH and lung cancer remains largely unknown. To help clarify this relationship, we analyzed whole-exome sequencing (WES) data from 1,958 lung cancer cases and controls. Potential CH mutations were identified by a set of hierarchical filtering criteria in different exonic regions, and the associations between the number of CH mutations and clinical traits were investigated. Family history of lung cancer (FHLC) may exert diverse influences on …

Identification Of Lung Cancer Drivers By Comparison Of The Observed And The Expected Numbers Of Missense And Nonsense Mutations In Individual Human Genes, Olga Y Gorlova, Marek Kimmel, Spiridon Tsavachidis, Christopher I Amos, Ivan P Gorlov

Faculty, Staff and Students Publications

Largely, cancer development is driven by acquisition and positive selection of somatic mutations that increase proliferation and survival of tumor cells. As a result, genes related to cancer development tend to have an excess of somatic mutations in them. An excess of missense and/or nonsense mutations in a gene is an indicator of its cancer relevance. To identify genes with an excess of potentially functional missense or nonsense mutations one needs to compare the observed and expected numbers of mutations in the gene. We estimated the expected numbers of missense and nonsense mutations in individual human genes using (i) the …

Genetic Variation And Recurrent Haplotypes On Chromosome 6q23-25 Risk Locus In Familial Lung Cancer, Anthony M Musolf, Claire L Simpson, Bilal A Moiz, Claudio W Pikielny, Candace D Middlebrooks, Diptasri Mandal, Mariza De Andrade, Michael D Cole, Colette Gaba, Ping Yang, Ming You, Yafang Li, Elena Y Kupert, Marshall W Anderson, Ann G Schwartz, Susan M Pinney, Christopher I Amos, Joan E Bailey-Wilson

Faculty, Staff and Students Publications

Although lung cancer is known to be caused by environmental factors, it has also been shown to have genetic components, and the genetic etiology of lung cancer remains understudied. We previously identified a lung cancer risk locus on 6q23-25 using microsatellite data in families with a history of lung cancer. To further elucidate that signal, we performed targeted sequencing on nine of our most strongly linked families. Two-point linkage analysis of the sequencing data revealed that the signal was heterogeneous and that different families likely had different risk variants. Three specific haplotypes were shared by some of the families: 6q25.3-26 …

Association Analysis Of Driver Gene-Related Genetic Variants Identified Novel Lung Cancer Susceptibility Loci With 20,871 Lung Cancer Cases And 15,971 Controls, Yuzhuo Wang, Olga Y Gorlova, Ivan P Gorlov, Meng Zhu, Juncheng Dai, Demetrius Albanes, Stephen Lam, Adonina Tardon, Chu Chen, Gary E Goodman, Stig E Bojesen, Maria Teresa Landi, Mattias Johansson, Angela Risch, Heunz-Erich Wichmann, Heike Bickeboller, David C Christiani, Gad Rennert, Susanne M Arnold, Paul Brennan, John K Field, Sanjay Shete, Loïc Le Marchand, Olle Melander, Hans Brunnstrom, Geoffrey Liu, Rayjean J Hung, Angeline S Andrew, Lambertus A Kiemeney, Shanbeh Zienolddiny, Kjell Grankvist, Mikael Johansson, Neil E Caporaso, Penella J Woll, Philip Lazarus, Matthew B Schabath, Melinda C Aldrich, Victoria L Stevens, Hongxia Ma, Guangfu Jin, Zhibin Hu, Christopher I Amos, Hongbing Shen

Faculty, Staff and Students Publications

BACKGROUND: A substantial proportion of cancer driver genes (CDG) are also cancer predisposition genes. However, the associations between genetic variants in lung CDGs and the susceptibility to lung cancer have rarely been investigated.

METHODS: We selected expression-related single-nucleotide polymorphisms (eSNP) and nonsynonymous variants of lung CDGs, and tested their associations with lung cancer risk in two large-scale genome-wide association studies (20,871 cases and 15,971 controls of European descent). Conditional and joint association analysis was performed to identify independent risk variants. The associations of independent risk variants with somatic alterations in lung CDGs or recurrently altered pathways were investigated using data …

Whole Exome Sequencing Of Highly Aggregated Lung Cancer Families Reveals Linked Loci For Increased Cancer Risk On Chromosomes 12q, 7p, And 4q, Anthony M Musolf, Bilal A Moiz, Haiming Sun, Claudio W Pikielny, Yohan Bossé, Diptasri Mandal, Mariza De Andrade, Colette Gaba, Ping Yang, Yafang Li, Ming You, Ramaswamy Govindan, Richard K Wilson, Elena Y Kupert, Marshall W Anderson, Ann G Schwartz, Susan M Pinney, Christopher I Amos, Joan E Bailey-Wilson

Faculty, Staff and Students Publications

BACKGROUND: Lung cancer kills more people than any other cancer in the United States. In addition to environmental factors, lung cancer has genetic risk factors as well, though the genetic etiology is still not well understood. We have performed whole exome sequencing on 262 individuals from 28 extended families with a family history of lung cancer.

METHODS: Parametric genetic linkage analysis was performed on these samples using two distinct analyses-the lung cancer only (LCO) analysis, where only patients with lung cancer were coded as affected, and the all aggregated cancers (AAC) analysis, where other cancers seen in the pedigree were …

Accurate Molecular Classification Of Cancer Using Simple Rules., Xiaosheng Wang, Osamu Gotoh

Journal Articles: Genetics, Cell Biology & Anatomy

BACKGROUND: One intractable problem with using microarray data analysis for cancer classification is how to reduce the extremely high-dimensionality gene feature data to remove the effects of noise. Feature selection is often used to address this problem by selecting informative genes from among thousands or tens of thousands of genes. However, most of the existing methods of microarray-based cancer classification utilize too many genes to achieve accurate classification, which often hampers the interpretability of the models. For a better understanding of the classification results, it is desirable to develop simpler rule-based models with as few marker genes as possible.

METHODS: …