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1.
Int J Mol Sci ; 25(4)2024 Feb 16.
Article in English | MEDLINE | ID: mdl-38397007

ABSTRACT

Early-stage lung adenocarcinoma (LUAD) patients remain at substantial risk for recurrence and disease-related death, highlighting the unmet need of biomarkers for the assessment and identification of those in an early stage who would likely benefit from adjuvant chemotherapy. To identify circulating miRNAs useful for predicting recurrence in early-stage LUAD, we performed miRNA microarray analysis with pools of pretreatment plasma samples from patients with stage I LUAD who developed recurrence or remained recurrence-free during the follow-up period. Subsequent validation in 85 patients with stage I LUAD resulted in the development of a circulating miRNA panel comprising miR-23a-3p, miR-320c, and miR-125b-5p and yielding an area under the curve (AUC) of 0.776 in predicting recurrence. Furthermore, the three-miRNA panel yielded an AUC of 0.804, with a sensitivity of 45.8% at 95% specificity in the independent test set of 57 stage I and II LUAD patients. The miRNA panel score was a significant and independent factor for predicting disease-free survival (p < 0.001, hazard ratio [HR] = 1.64, 95% confidence interval [CI] = 1.51-4.22) and overall survival (p = 0.001, HR = 1.51, 95% CI = 1.17-1.94). This circulating miRNA panel is a useful noninvasive tool to stratify early-stage LUAD patients and determine an appropriate treatment plan with maximal efficacy.


Subject(s)
Adenocarcinoma of Lung , Circulating MicroRNA , Lung Neoplasms , MicroRNAs , Humans , Circulating MicroRNA/genetics , Biomarkers, Tumor/genetics , Adenocarcinoma of Lung/genetics , Lung Neoplasms/diagnosis , Lung Neoplasms/genetics
2.
Mod Pathol ; 36(1): 100028, 2023 01.
Article in English | MEDLINE | ID: mdl-36788067

ABSTRACT

Our understanding of the molecular mechanisms underlying postsurgical recurrence of non-small cell lung cancer (NSCLC) is rudimentary. Molecular and T cell repertoire intratumor heterogeneity (ITH) have been reported to be associated with postsurgical relapse; however, how ITH at the cellular level impacts survival is largely unknown. Here we report the analysis of 2880 multispectral images representing 14.2% to 27% of tumor areas from 33 patients with stage I NSCLC, including 17 cases (relapsed within 3 years after surgery) and 16 controls (without recurrence ≥5 years after surgery) using multiplex immunofluorescence. Spatial analysis was conducted to quantify the minimum distance between different cell types and immune cell infiltration around malignant cells. Immune ITH was defined as the variance of immune cells from 3 intratumor regions. We found that tumors from patients having relapsed display different immune biology compared with nonrecurrent tumors, with a higher percentage of tumor cells and macrophages expressing PD-L1 (P =.031 and P =.024, respectively), along with an increase in regulatory T cells (Treg) (P =.018), antigen-experienced T cells (P =.025), and effector-memory T cells (P =.041). Spatial analysis revealed that a higher level of infiltration of PD-L1+ macrophages (CD68+PD-L1+) or antigen-experienced cytotoxic T cells (CD3+CD8+PD-1+) in the tumor was associated with poor overall survival (P =.021 and P =.006, respectively). A higher degree of Treg ITH was associated with inferior recurrence-free survival regardless of tumor mutational burden (P =.022), neoantigen burden (P =.021), genomic ITH (P =.012) and T cell repertoire ITH (P =.001). Using multiregion multiplex immunofluorescence, we characterized ITH at the immune cell level along with whole exome and T cell repertoire sequencing from the same tumor regions. This approach highlights the role of immunoregulatory and coinhibitory signals as well as their spatial distribution and ITH that define the hallmarks of tumor relapse of stage I NSCLC.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Humans , Carcinoma, Non-Small-Cell Lung/pathology , Lung Neoplasms/pathology , B7-H1 Antigen , Neoplasm Recurrence, Local/genetics , T-Lymphocytes, Cytotoxic/pathology , CD8-Positive T-Lymphocytes
3.
Nature ; 538(7623): 114-117, 2016 Oct 06.
Article in English | MEDLINE | ID: mdl-27680702

ABSTRACT

The common participation of oncogenic KRAS proteins in many of the most lethal human cancers, together with the ease of detecting somatic KRAS mutant alleles in patient samples, has spurred persistent and intensive efforts to develop drugs that inhibit KRAS activity. However, advances have been hindered by the pervasive inter- and intra-lineage diversity in the targetable mechanisms that underlie KRAS-driven cancers, limited pharmacological accessibility of many candidate synthetic-lethal interactions and the swift emergence of unanticipated resistance mechanisms to otherwise effective targeted therapies. Here we demonstrate the acute and specific cell-autonomous addiction of KRAS-mutant non-small-cell lung cancer cells to receptor-dependent nuclear export. A multi-genomic, data-driven approach, utilizing 106 human non-small-cell lung cancer cell lines, was used to interrogate 4,725 biological processes with 39,760 short interfering RNA pools for those selectively required for the survival of KRAS-mutant cells that harbour a broad spectrum of phenotypic variation. Nuclear transport machinery was the sole process-level discriminator of statistical significance. Chemical perturbation of the nuclear export receptor XPO1 (also known as CRM1), with a clinically available drug, revealed a robust synthetic-lethal interaction with native or engineered oncogenic KRAS both in vitro and in vivo. The primary mechanism underpinning XPO1 inhibitor sensitivity was intolerance to the accumulation of nuclear IκBα (also known as NFKBIA), with consequent inhibition of NFκB transcription factor activity. Intrinsic resistance associated with concurrent FSTL5 mutations was detected and determined to be a consequence of YAP1 activation via a previously unappreciated FSTL5-Hippo pathway regulatory axis. This occurs in approximately 17% of KRAS-mutant lung cancers, and can be overcome with the co-administration of a YAP1-TEAD inhibitor. These findings indicate that clinically available XPO1 inhibitors are a promising therapeutic strategy for a considerable cohort of patients with lung cancer when coupled to genomics-guided patient selection and observation.


Subject(s)
Active Transport, Cell Nucleus/drug effects , Cell Nucleus/metabolism , Karyopherins/antagonists & inhibitors , Karyopherins/metabolism , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Proto-Oncogene Proteins p21(ras)/genetics , Receptors, Cytoplasmic and Nuclear/antagonists & inhibitors , Receptors, Cytoplasmic and Nuclear/metabolism , Adaptor Proteins, Signal Transducing/antagonists & inhibitors , Adaptor Proteins, Signal Transducing/metabolism , Animals , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , Cell Nucleus/drug effects , Cell Proliferation/drug effects , Cell Survival/drug effects , Cell Survival/genetics , DNA-Binding Proteins/antagonists & inhibitors , DNA-Binding Proteins/metabolism , Female , Follistatin-Related Proteins/genetics , Genes, Lethal/genetics , Hippo Signaling Pathway , Humans , Lung Neoplasms/drug therapy , Lung Neoplasms/pathology , Mice , Mutation , NF-KappaB Inhibitor alpha/metabolism , NF-kappa B/antagonists & inhibitors , NF-kappa B/metabolism , Nuclear Proteins/antagonists & inhibitors , Nuclear Proteins/metabolism , Phosphoproteins/antagonists & inhibitors , Phosphoproteins/metabolism , Porphyrins/pharmacology , Protein Serine-Threonine Kinases/metabolism , RNA Interference , RNA, Small Interfering , Signal Transduction , TEA Domain Transcription Factors , Transcription Factors/antagonists & inhibitors , Transcription Factors/metabolism , Verteporfin , Xenograft Model Antitumor Assays , YAP-Signaling Proteins , Exportin 1 Protein
4.
Mod Pathol ; 32(11): 1698-1707, 2019 11.
Article in English | MEDLINE | ID: mdl-31231128

ABSTRACT

Hybrid oncocytic/chromophobe tumor (HOCT) of the kidney represents a poorly understood clinicopathologic entity with pathologic features that overlap between benign renal oncocytoma (RO) and malignant chromophobe renal cell carcinoma (ChRCC). Consequently, characterization of HOCT and its separation from the foregoing entities are clinically important. The aim of this study was to describe the pathologic and molecular features of HOCT and to compare them with those of RO and ChRCC. We retrospectively identified a cohort of 73 cases with renal oncocytic tumors (19 RO, 27 HOCT, and 27 ChRCC) for whom clinical follow-up data were available by 2 tertiary care hospitals. All cases were sporadic except for 2 HOCTs that were associated with Birt-Hogg-Dubé syndrome. Lesional tissues were retrieved for molecular analysis. We performed targeted gene sequencing of all exons of 261 cancer related genes on a subset of HOCT samples (n = 16). Gene expression profiling of a customized codeset was conducted on 19 RO, 24 HOCT, and 27 ChRCC samples. Clinicopathologic characteristics as well as DNA copy number alterations, mutational and transcriptional features of HOCT derived from sequencing and expression profiling data are described and compared to those in RO and ChRCC. HOCTs were more frequently multifocal and did not exhibit mutations in genes that are recurrently mutated in RO or ChRCC but showed copy number alterations primarily involving losses in chromosomes 1 and X/Y. The mRNA transcript data show that HOCT can be separated from RO and ChRCC. Hence, HOCT appears to represent a distinct renal tumor entity with genomic features that are intermediate between those of RO and ChRCC.


Subject(s)
Adenoma, Oxyphilic/genetics , Adenoma, Oxyphilic/pathology , Carcinoma, Renal Cell/genetics , Carcinoma, Renal Cell/pathology , Kidney Neoplasms/genetics , Kidney Neoplasms/pathology , Aged , Biomarkers, Tumor/analysis , Female , Humans , Male , Middle Aged , Retrospective Studies , Transcriptome
5.
Mod Pathol ; 31(6): 947-955, 2018 06.
Article in English | MEDLINE | ID: mdl-29410488

ABSTRACT

Intra-tumor heterogeneity may be present at all molecular levels. Genomic intra-tumor heterogeneity at the exome level has been reported in many cancer types, but comprehensive gene expression intra-tumor heterogeneity has not been well studied. Here, we delineated the gene expression intra-tumor heterogeneity by exploring gene expression profiles of 35 tumor regions from 10 non-small cell lung cancer tumors (three or four regions/tumor), including adenocarcinoma, squamous cell carcinoma, large-cell carcinoma, and pleomorphic carcinoma of the lung. Using Affymetrix Gene 1.0 ST arrays, we generated the gene expression data for every sample. Inter-tumor heterogeneity was generally higher than intra-tumor heterogeneity, but some tumors showed a substantial level of intra-tumor heterogeneity. The analysis of various clinically relevant gene expression signatures including molecular subtype, epithelial-to-mesenchymal transition, and anti-PD-1 resistance signatures also revealed heterogeneity between different regions of the same tumor. The gene expression intra-tumor heterogeneity we observed was associated with heterogeneous tumor microenvironments represented by stromal and immune cells infiltrated. Our data suggest that RNA-based prognostic or predictive molecular tests should be carefully conducted in consideration of the gene expression intra-tumor heterogeneity.


Subject(s)
Carcinoma, Non-Small-Cell Lung/genetics , Gene Expression Regulation, Neoplastic , Lung Neoplasms/genetics , Aged , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Non-Small-Cell Lung/therapy , Epithelial-Mesenchymal Transition , Female , Gene Expression Profiling , Humans , Immunotherapy , Lung Neoplasms/pathology , Lung Neoplasms/therapy , Male , Middle Aged , Mutation , Prognosis , Treatment Outcome , Tumor Microenvironment
6.
J Exp Clin Cancer Res ; 41(1): 172, 2022 May 11.
Article in English | MEDLINE | ID: mdl-35546239

ABSTRACT

BACKGROUND: Lung cancer is the leading cause of cancer death, partially owing to its extensive heterogeneity. The analysis of intertumor heterogeneity has been limited by an inability to concurrently obtain tissue from synchronous metastases unaltered by multiple prior lines of therapy. METHODS: In order to study the relationship between genomic, epigenomic and T cell repertoire heterogeneity in a rare autopsy case from a 32-year-old female never-smoker with left lung primary late-stage lung adenocarcinoma (LUAD), we did whole-exome sequencing (WES), DNA methylation and T cell receptor (TCR) sequencing to characterize the immunogenomic landscape of one primary and 19 synchronous metastatic tumors. RESULTS: We observed heterogeneous mutation, methylation, and T cell patterns across distinct metastases. Only TP53 mutation was detected in all tumors suggesting an early event while other cancer gene mutations were later events which may have followed subclonal diversification. A set of prevalent T cell clonotypes were completely excluded from left-side thoracic tumors indicating distinct T cell repertoire profiles between left-side and non left-side thoracic tumors. Though a limited number of predicted neoantigens were shared, these were associated with homology of the T cell repertoire across metastases. Lastly, ratio of methylated neoantigen coding mutations was negatively associated with T-cell density, richness and clonality, suggesting neoantigen methylation may partially drive immunosuppression. CONCLUSIONS: Our study demonstrates heterogeneous genomic and T cell profiles across synchronous metastases and how restriction of unique T cell clonotypes within an individual may differentially shape the genomic and epigenomic landscapes of synchronous lung metastases.


Subject(s)
Adenocarcinoma of Lung , Adenocarcinoma , Lung Neoplasms , Adenocarcinoma/genetics , Adenocarcinoma of Lung/genetics , Adult , Female , Humans , Lung Neoplasms/pathology , Mutation , Exome Sequencing
7.
J Immunother Cancer ; 10(2)2022 02.
Article in English | MEDLINE | ID: mdl-35110355

ABSTRACT

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 protocol (REP) with anti-CD3. Before and after the REP, expanded TIL were phenotyped and the complementarity-determining region 3 ß variable region of the T-cell receptor (TCR) was sequenced to assess the T-cell repertoire. RESULTS: TIL 3.0 robustly expanded NSCLC TIL while enriching for CD8+ TIL in a shorter manufacturing time when compared with the traditional TIL 1.0 method, achieving a higher success rate and producing 5.3-fold more TIL per successful expansion. The higher proliferative capacity and CD8 content of TIL 3.0 was also observed after the REP. Both steps of expansion did not terminally differentiate/exhaust the TIL but a lesser differentiated population was observed after the first step. TIL initially expanded with the 3.0 method exhibited higher breadth of clonotypes than TIL 1.0 corresponding to a higher repertoire homology with the original tumor, including a higher proportion of the top 10 most prevalent clones from the tumor. TIL 3.0 also retained a higher proportion of putative tumor-specific TCR when compared with TIL 1.0. Numerical expansion of TIL in a REP was found to perturb the clonal hierarchy and lessen the proportion of putative tumor-specific TIL from the TIL 3.0 process. CONCLUSIONS: We report the feasibility of robustly expanding a T-cell repertoire recapitulating the clonal hierarchy of the T cells in the NSCLC tumor, including a large number of putative tumor-specific TIL clones, using the TIL 3.0 methodology. If scaled up and employed as a sole expansion platform, the robustness and speed of TIL 3.0 may facilitate the testing of TIL-ACT approaches in NSCLC.


Subject(s)
CD3 Complex/immunology , Carcinoma, Non-Small-Cell Lung/genetics , Interleukin-2/metabolism , Lung Neoplasms/genetics , Lymphocytes, Tumor-Infiltrating/immunology , Translational Research, Biomedical/methods , Tumor Necrosis Factor Receptor Superfamily, Member 9/immunology , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/pathology , Female , Humans , Lung Neoplasms/pathology , Male , Middle Aged
8.
Nat Commun ; 12(1): 7081, 2021 12 06.
Article in English | MEDLINE | ID: mdl-34873156

ABSTRACT

Histology plays an essential role in therapeutic decision-making for lung cancer patients. However, the molecular determinants of lung cancer histology are largely unknown. We conduct whole-exome sequencing and microarray profiling on 19 micro-dissected tumor regions of different histologic subtypes from 9 patients with lung cancers of mixed histology. A median of 68.9% of point mutations and 83% of copy number aberrations are shared between different histologic components within the same tumors. Furthermore, different histologic components within the tumors demonstrate similar subclonal architecture. On the other hand, transcriptomic profiling reveals shared pathways between the same histologic subtypes from different patients, which is supported by the analyses of the transcriptomic data from 141 cell lines and 343 lung cancers of different histologic subtypes. These data derived from mixed histologic subtypes in the setting of identical genetic background and exposure history support that the histologic fate of lung cancer cells is associated with transcriptomic features rather than the genomic profiles in most tumors.


Subject(s)
Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic , Genomics/methods , Lung Neoplasms/genetics , Transcriptome/genetics , Adenocarcinoma/genetics , Aged , Carcinoma, Large Cell/genetics , Carcinoma, Neuroendocrine/genetics , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Squamous Cell/genetics , Cell Line, Tumor , Humans , Lung Neoplasms/classification , Middle Aged , Phenotype , Small Cell Lung Carcinoma/genetics , Exome Sequencing/methods
9.
Nat Commun ; 12(1): 687, 2021 01 29.
Article in English | MEDLINE | ID: mdl-33514726

ABSTRACT

The evolution of DNA methylome and methylation intra-tumor heterogeneity (ITH) during early carcinogenesis of lung adenocarcinoma has not been systematically studied. We perform reduced representation bisulfite sequencing of invasive lung adenocarcinoma and its precursors, atypical adenomatous hyperplasia, adenocarcinoma in situ and minimally invasive adenocarcinoma. We observe gradual increase of methylation aberrations and significantly higher level of methylation ITH in later-stage lesions. The phylogenetic patterns inferred from methylation aberrations resemble those based on somatic mutations suggesting parallel methylation and genetic evolution. De-convolution reveal higher ratio of T regulatory cells (Tregs) versus CD8 + T cells in later-stage diseases, implying progressive immunosuppression with neoplastic progression. Furthermore, increased global hypomethylation is associated with higher mutation burden, copy number variation burden and AI burden as well as higher Treg/CD8 ratio, highlighting the potential impact of methylation on chromosomal instability, mutagenesis and tumor immune microenvironment during early carcinogenesis of lung adenocarcinomas.


Subject(s)
Adenocarcinoma of Lung/genetics , DNA Methylation/genetics , Epigenome/genetics , Lung Neoplasms/genetics , Precancerous Conditions/genetics , Adenocarcinoma of Lung/mortality , Adenocarcinoma of Lung/pathology , Adult , Aged , Aged, 80 and over , Carcinogenesis/genetics , Chromosomal Instability , DNA Copy Number Variations , Disease Progression , Female , Genetic Heterogeneity , Humans , Hyperplasia/genetics , Hyperplasia/pathology , Lung/pathology , Lung Neoplasms/mortality , Lung Neoplasms/pathology , Male , Middle Aged , Mutagenesis , Mutation Rate , Precancerous Conditions/pathology , Survival Analysis , Tumor Microenvironment/genetics
10.
Nat Commun ; 12(1): 6655, 2021 11 17.
Article in English | MEDLINE | ID: mdl-34789716

ABSTRACT

Small-cell lung cancer (SCLC) is speculated to harbor complex genomic intratumor heterogeneity (ITH) associated with high recurrence rate and suboptimal response to immunotherapy. Here, using multi-region whole exome/T cell receptor (TCR) sequencing as well as immunohistochemistry, we reveal a rather homogeneous mutational landscape but extremely cold and heterogeneous TCR repertoire in limited-stage SCLC tumors (LS-SCLCs). Compared to localized non-small cell lung cancers, LS-SCLCs have similar predicted neoantigen burden and genomic ITH, but significantly colder and more heterogeneous TCR repertoire associated with higher chromosomal copy number aberration (CNA) burden. Furthermore, copy number loss of IFN-γ pathway genes is frequently observed and positively correlates with CNA burden. Higher mutational burden, higher T cell infiltration and positive PD-L1 expression are associated with longer overall survival (OS), while higher CNA burden is associated with shorter OS in patients with LS-SCLC.


Subject(s)
Lung Neoplasms/genetics , Small Cell Lung Carcinoma/genetics , T-Lymphocytes/immunology , Adult , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/immunology , Carcinoma, Non-Small-Cell Lung/pathology , DNA Copy Number Variations , Female , Genetic Heterogeneity , HLA Antigens/genetics , Humans , Interferon-gamma/immunology , Loss of Heterozygosity , Lung Neoplasms/immunology , Lung Neoplasms/pathology , Male , Middle Aged , Mutation , Receptors, Antigen, T-Cell/genetics , Receptors, Antigen, T-Cell/immunology , Signal Transduction/genetics , Small Cell Lung Carcinoma/immunology , Small Cell Lung Carcinoma/pathology , Survival Analysis , Exome Sequencing
11.
Nat Commun ; 12(1): 2722, 2021 05 11.
Article in English | MEDLINE | ID: mdl-33976164

ABSTRACT

The mechanism by which anti-cancer immunity shapes early carcinogenesis of lung adenocarcinoma (ADC) is unknown. In this study, we characterize the immune contexture of invasive lung ADC and its precursors by transcriptomic immune profiling, T cell receptor (TCR) sequencing and multiplex immunofluorescence (mIF). Our results demonstrate that anti-tumor immunity evolved as a continuum from lung preneoplasia, to preinvasive ADC, minimally-invasive ADC and frankly invasive lung ADC with a gradually less effective and more intensively regulated immune response including down-regulation of immune-activation pathways, up-regulation of immunosuppressive pathways, lower infiltration of cytotoxic T cells (CTLs) and anti-tumor helper T cells (Th), higher infiltration of regulatory T cells (Tregs), decreased T cell clonality, and lower frequencies of top T cell clones in later-stages. Driver mutations, chromosomal copy number aberrations (CNAs) and aberrant DNA methylation may collectively impinge host immune responses and facilitate immune evasion, promoting the outgrowth of fit subclones in preneoplasia into dominant clones in invasive ADC.


Subject(s)
Adenocarcinoma in Situ/genetics , Adenocarcinoma of Lung/genetics , Carcinogenesis/genetics , Lung Neoplasms/genetics , Neoplasm Proteins/genetics , Precancerous Conditions/genetics , Transcriptome , Adenocarcinoma in Situ/immunology , Adenocarcinoma in Situ/pathology , Adenocarcinoma of Lung/immunology , Adenocarcinoma of Lung/pathology , Carcinogenesis/immunology , Carcinogenesis/pathology , Chromosome Aberrations , Clone Cells , DNA Copy Number Variations , DNA Methylation , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Immunity, Innate , Lung/immunology , Lung/metabolism , Lung/pathology , Lung Neoplasms/immunology , Lung Neoplasms/pathology , Neoplasm Proteins/immunology , Precancerous Conditions/immunology , Precancerous Conditions/pathology , Signal Transduction , T-Lymphocytes, Cytotoxic/immunology , T-Lymphocytes, Cytotoxic/pathology , T-Lymphocytes, Helper-Inducer/immunology , T-Lymphocytes, Helper-Inducer/pathology , T-Lymphocytes, Regulatory/immunology , T-Lymphocytes, Regulatory/pathology , Tumor Escape/genetics , Tumor Escape/immunology , Tumor Microenvironment/genetics , Tumor Microenvironment/immunology
12.
Clin Cancer Res ; 26(20): 5477-5486, 2020 10 15.
Article in English | MEDLINE | ID: mdl-32816946

ABSTRACT

PURPOSE: Malignant pleural mesothelioma (MPM) is considered an orphan disease with few treatment options. Despite multimodality therapy, the majority of MPMs recur and eventually become refractory to any systemic treatment. One potential mechanism underlying therapeutic resistance may be intratumor heterogeneity (ITH), making MPM challenging to eradicate. However, the ITH architecture of MPM and its clinical impact have not been well studied. EXPERIMENTAL DESIGN: We delineated the immunogenomic ITH by multiregion whole-exome sequencing and T-cell receptor (TCR) sequencing of 69 longitudinal MPM specimens from nine patients with resectable MPM, who were treated with dasatinib. RESULTS: The median total mutation burden before dasatinib treatment was 0.65/Mb, similar with that of post-dasatinib treatment (0.62/Mb). The median proportion of mutations shared by any given pair of two tumor regions within the same tumors was 80% prior to and 83% post-dasatinib treatment indicating a relatively homogenous genomic landscape. T-cell clonality, a parameter indicating T-cell expansion and reactivity, was significantly increased in tumors after dasatinib treatment. Furthermore, on average, 82% of T-cell clones were restricted to individual tumor regions, with merely 6% of T-cell clones shared by all regions from the same tumors indicating profound TCR heterogeneity. Interestingly, patients with higher T-cell clonality and higher portion of T cells present across all tumor regions in post-dasatinib-treated tumors had significantly longer survival. CONCLUSIONS: Despite the homogeneous genomic landscape, the TCR repertoire is extremely heterogeneous in MPM. Dasatinib may potentially induce T-cell response leading to improved survival.


Subject(s)
Dasatinib/administration & dosage , Mesothelioma, Malignant/drug therapy , Neoplasm Recurrence, Local/drug therapy , T-Lymphocytes/drug effects , Adult , Aged , Clonal Evolution/genetics , Dasatinib/adverse effects , Evolution, Molecular , Female , Genetic Heterogeneity , Genome, Human/drug effects , Genomics , Humans , Male , Mesothelioma, Malignant/genetics , Mesothelioma, Malignant/pathology , Middle Aged , Mutation/genetics , Neoplasm Proteins/genetics , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/pathology , Progression-Free Survival , Receptors, Antigen, T-Cell/genetics , T-Lymphocytes/pathology , Exome Sequencing
13.
J Thorac Dis ; 12(5): 1952-1959, 2020 May.
Article in English | MEDLINE | ID: mdl-32642098

ABSTRACT

BACKGROUND: Multiple synchronous lung tumors (MSLT), particularly within a single lobe, represent a diagnostic and treatment challenge. While histologic assessment was once the only method to possibly distinguish multiple primary lung cancers, there is a growing interest in identifying unique genomic features or mutations to best characterize these processes. METHODS: In order to differentiate multiple primary lung malignancies from intrapulmonary metastases in patients with MSLT, we performed whole exome sequencing (WES) on 10 tumor samples from 4 patients with MSLT. RESULTS: Shared mutations between tumors from the same patient varied from 0-91%. Patient 3 shared no common mutations; however, in Patients 2 and 4, identical mutations were identified among all tumors from each patient, suggesting that the three tumors identified in Patient 3 represent separate primary lung cancers, while those of Patients 1, 2 and 4 signify hematogenous and lymphatic spread. CONCLUSIONS: A high proportion of shared mutations between different lung tumors is likely indicative of intrapulmonary metastatic disease, while tumors with distinct genomic profiles likely represent multiple primary malignancies driven by distinct molecular events. Application of genomic profiling in the clinical setting may prove to be important to precise management of patients with MSLT.

14.
Genome Biol ; 21(1): 271, 2020 11 04.
Article in English | MEDLINE | ID: mdl-33148332

ABSTRACT

BACKGROUND: Metastasis is the primary cause of cancer mortality accounting for 90% of cancer deaths. Our understanding of the molecular mechanisms driving metastasis is rudimentary. RESULTS: We perform whole exome sequencing (WES), RNA sequencing, methylation microarray, and immunohistochemistry (IHC) on 8 pairs of non-small cell lung cancer (NSCLC) primary tumors and matched distant metastases. Furthermore, we analyze published WES data from 35 primary NSCLC and metastasis pairs, and transcriptomic data from 4 autopsy cases with metastatic NSCLC and one metastatic lung cancer mouse model. The majority of somatic mutations are shared between primary tumors and paired distant metastases although mutational signatures suggest different mutagenesis processes in play before and after metastatic spread. Subclonal analysis reveals evidence of monoclonal seeding in 41 of 42 patients. Pathway analysis of transcriptomic data reveals that downregulated pathways in metastases are mainly immune-related. Further deconvolution analysis reveals significantly lower infiltration of various immune cell types in metastases with the exception of CD4+ T cells and M2 macrophages. These results are in line with lower densities of immune cells and higher CD4/CD8 ratios in metastases shown by IHC. Analysis of transcriptomic data from autopsy cases and animal models confirms that immunosuppression is also present in extracranial metastases. Significantly higher somatic copy number aberration and allelic imbalance burdens are identified in metastases. CONCLUSIONS: Metastasis is a molecularly late event, and immunosuppression driven by different molecular events, including somatic copy number aberration, may be a common characteristic of tumors with metastatic plasticity.


Subject(s)
Immunosuppression Therapy , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Neoplasm Metastasis/genetics , Animals , Carcinoma, Non-Small-Cell Lung/genetics , DNA Methylation , Disease Models, Animal , Gene Expression Regulation, Neoplastic , Genomics , Humans , Immunohistochemistry , Mice , Mutation , Transcriptome , Exome Sequencing
15.
Nat Commun ; 11(1): 603, 2020 01 30.
Article in English | MEDLINE | ID: mdl-32001676

ABSTRACT

Immunotherapy targeting T cells is increasingly utilized to treat solid tumors including non-small cell lung cancer (NSCLC). This requires a better understanding of the T cells in the lungs of patients with NSCLC. Here, we report T cell repertoire analysis in a cohort of 236 early-stage NSCLC patients. T cell repertoire attributes are associated with clinicopathologic features, mutational and immune landscape. A considerable proportion of the most prevalent T cells in tumors are also prevalent in the uninvolved tumor-adjacent lungs and appear specific to shared background mutations or viral infections. Patients with higher T cell repertoire homology between the tumor and uninvolved tumor-adjacent lung, suggesting a less tumor-focused T cell response, exhibit inferior survival. These findings indicate that a concise understanding of antigens and T cells in NSCLC is needed to improve therapeutic efficacy and reduce toxicity with immunotherapy, particularly adoptive T cell therapy.


Subject(s)
Carcinoma, Non-Small-Cell Lung/immunology , Lung Neoplasms/immunology , T-Lymphocytes/immunology , Adult , Aged , Carcinoma, Non-Small-Cell Lung/pathology , Clone Cells , ErbB Receptors/genetics , ErbB Receptors/metabolism , Female , Humans , Lung/pathology , Lung Neoplasms/pathology , Lymphocyte Activation/immunology , Lymphocyte Count , Male , Middle Aged , Mutation/genetics , Survival Analysis
16.
Nat Commun ; 10(1): 2978, 2019 07 05.
Article in English | MEDLINE | ID: mdl-31278276

ABSTRACT

There has been a dramatic increase in the detection of lung nodules, many of which are preneoplasia atypical adenomatous hyperplasia (AAH), adenocarcinoma in situ (AIS), minimally invasive adenocarcinoma (MIA) or invasive adenocarcinoma (ADC). The molecular landscape and the evolutionary trajectory of lung preneoplasia have not been well defined. Here, we perform multi-region exome sequencing of 116 resected lung nodules including AAH (n = 22), AIS (n = 27), MIA (n = 54) and synchronous ADC (n = 13). Comparing AAH to AIS, MIA and ADC, we observe progressive genomic evolution at the single nucleotide level and demarcated evolution at the chromosomal level supporting the early lung carcinogenesis model from AAH to AIS, MIA and ADC. Subclonal analyses reveal a higher proportion of clonal mutations in AIS/MIA/ADC than AAH suggesting neoplastic transformation of lung preneoplasia is predominantly associated with a selective sweep of unfit subclones. Analysis of multifocal pulmonary nodules from the same patients reveal evidence of convergent evolution.


Subject(s)
Adenocarcinoma of Lung/genetics , Evolution, Molecular , Lung Neoplasms/genetics , Lung/pathology , Precancerous Conditions/genetics , Adenocarcinoma of Lung/pathology , Aged , Aged, 80 and over , Carcinogenesis/genetics , Female , Humans , Hyperplasia/genetics , Hyperplasia/pathology , Lung Neoplasms/pathology , Male , Middle Aged , Precancerous Conditions/pathology , Exome Sequencing
17.
J Thorac Oncol ; 13(10): 1483-1495, 2018 10.
Article in English | MEDLINE | ID: mdl-29981437

ABSTRACT

BACKGROUND: Genome-wide association studies are widely used to map genomic regions contributing to lung cancer (LC) susceptibility, but they typically do not identify the precise disease-causing genes/variants. To unveil the inherited genetic variants that cause LC, we performed focused exome-sequencing analyses on genes located in 121 genome-wide association study-identified loci previously implicated in the risk of LC, chronic obstructive pulmonary disease, pulmonary function level, and smoking behavior. METHODS: Germline DNA from 260 case patients with LC and 318 controls were sequenced by utilizing VCRome 2.1 exome capture. Filtering was based on enrichment of rare and potential deleterious variants in cases (risk alleles) or controls (protective alleles). Allelic association analyses of single-variant and gene-based burden tests of multiple variants were performed. Promising candidates were tested in two independent validation studies with a total of 1773 case patients and 1123 controls. RESULTS: We identified 48 rare variants with deleterious effects in the discovery analysis and validated 12 of the 43 candidates that were covered in the validation platforms. The top validated candidates included one well-established truncating variant, namely, BRCA2, DNA repair associated gene (BRCA2) K3326X (OR = 2.36, 95% confidence interval [CI]: 1.38-3.99), and three newly identified variations, namely, lymphotoxin beta gene (LTB) p.Leu87Phe (OR = 7.52, 95% CI: 1.01-16.56), prolyl 3-hydroxylase 2 gene (P3H2) p.Gln185His (OR = 5.39, 95% CI: 0.75-15.43), and dishevelled associated activator of morphogenesis 2 gene (DAAM2) p.Asp762Gly (OR = 0.25, 95% CI: 0.10-0.79). Burden tests revealed strong associations between zinc finger protein 93 gene (ZNF93), DAAM2, bromodomain containing 9 gene (BRD9), and the gene LTB and LC susceptibility. CONCLUSION: Our results extend the catalogue of regions associated with LC and highlight the importance of germline rare coding variants in LC susceptibility.


Subject(s)
Genetic Variation/genetics , Genome-Wide Association Study/methods , Lung Neoplasms/genetics , Adult , Aged , Aged, 80 and over , Female , Humans , Lung Neoplasms/pathology , Male , Middle Aged , Risk Factors
18.
Clin Cancer Res ; 23(21): 6686-6696, 2017 Nov 01.
Article in English | MEDLINE | ID: mdl-28710314

ABSTRACT

Purpose: Sarcomatoid renal cell carcinoma (SRCC) ranks among the most aggressive clinicopathologic phenotypes of RCC. However, the paucity of high-quality, genome-wide molecular examinations of SRCC has hindered our understanding of this entity.Experimental Design: We interrogated the mutational, copy number, and transcriptional characteristics of SRCC and compared these data with those of nonsarcomatoid RCC (RCC). We evaluated whole-exome sequencing, single-nucleotide polymorphism, and RNA sequencing data from patients with SRCC (n = 65) and RCC (n = 598) across different parent RCC subtypes, including clear-cell RCC, papillary RCC, and chromophobe RCC subtypes.Results: SRCC was molecularly discrete from RCC and clustered according to its parent RCC subtype, though with upregulation of TGFß signaling across all subtypes. The epithelioid (E-) and spindled (S-) histologic components of SRCC did not show differences in mutational load among cancer-related genes despite a higher mutational burden in S-. Notably, sarcomatoid clear-cell RCC (SccRCC) showed significantly fewer deletions at 3p21-25, a lower rate of two-hit loss for VHL and PBRM1, and more mutations in PTEN, TP53, and RELN compared with ccRCC. A two-hit loss involving VHL predicted for ccRCC and a better prognosis, whereas mutations in PTEN, TP53, or RELN predicted for SccRCC and worse prognosis.Conclusions: SRCC segregates by parent subtype, and SccRCC has a fundamentally different early molecular pathogenesis, usually lacking the classic 3p21-25 deletion and showing distinctive mutational and transcriptional profiles. These features prompt a more precise molecular classification of RCC, with diagnostic, prognostic, and therapeutic implications. Clin Cancer Res; 23(21); 6686-96. ©2017 AACRSee related commentary by Bergerot et al., p. 6381.


Subject(s)
Carcinoma, Renal Cell/genetics , Cell Adhesion Molecules, Neuronal/genetics , Extracellular Matrix Proteins/genetics , Nerve Tissue Proteins/genetics , PTEN Phosphohydrolase/genetics , Serine Endopeptidases/genetics , Tumor Suppressor Protein p53/genetics , Von Hippel-Lindau Tumor Suppressor Protein/genetics , Aged , Carcinoma, Renal Cell/diagnosis , Carcinoma, Renal Cell/pathology , DNA Copy Number Variations/genetics , Diagnosis, Differential , Female , Gene Expression Regulation, Neoplastic/genetics , Humans , Male , Middle Aged , Mutation , Prognosis , Reelin Protein
19.
Oncotarget ; 8(13): 21994-22002, 2017 Mar 28.
Article in English | MEDLINE | ID: mdl-28423542

ABSTRACT

Cancers are composed of cells with distinct molecular and phenotypic features within a given tumor, a phenomenon termed intratumor heterogeneity (ITH). Previously, we have demonstrated genomic ITH in localized lung adenocarcinomas; however, the nature of methylation ITH in lung cancers has not been well investigated. In this study, we generated methylation profiles of 48 spatially separated tumor regions from 11 localized lung adenocarcinomas and their matched normal lung tissues using Illumina Infinium Human Methylation 450K BeadChip array. We observed methylation ITH within the same tumors, but to a much less extent compared to inter-individual heterogeneity. On average, 25% of all differentially methylated probes compared to matched normal lung tissues were shared by all regions from the same tumors. This is in contrast to somatic mutations, of which approximately 77% were shared events amongst all regions of individual tumors, suggesting that while the majority of somatic mutations were early clonal events, the tumor-specific DNA methylation might be associated with later branched evolution of these 11 tumors. Furthermore, our data showed that a higher extent of DNA methylation ITH was associated with larger tumor size (average Euclidean distance of 35.64 (> 3cm, median size) versus 27.24 (<= 3cm), p = 0.014), advanced age (average Euclidean distance of 34.95 (above 65) verse 28.06 (below 65), p = 0.046) and increased risk of postsurgical recurrence (average Euclidean distance of 35.65 (relapsed patients) versus 29.03 (patients without relapsed), p = 0.039).


Subject(s)
Adenocarcinoma/genetics , Biomarkers, Tumor/genetics , DNA Methylation , Genetic Heterogeneity , Lung Neoplasms/genetics , Mutation/genetics , Neoplasm Recurrence, Local/genetics , Adenocarcinoma/pathology , Aged , Female , Gene Expression Regulation, Neoplastic , Humans , Lung Neoplasms/pathology , Male , Neoplasm Recurrence, Local/pathology , Neoplasm Staging , Prognosis
20.
Cancer Cytopathol ; 124(4): 254-60, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26630358

ABSTRACT

BACKGROUND: Cytology smears and cytospin preparations are increasingly being used for molecular testing. With these limited samples, optimizing tissue extraction to maximize the DNA yield is, therefore, critical. This study examined 2 common methods of tissue extraction and compared DNA yields from different types of glass slides. METHODS: The H226 lung cancer cell line and 5 clinical samples of cellular effusions were used to prepare Diff-Quik-stained cytospins on 4 types of glass slides: fully frosted (FF), nonfrosted (NF), positively charged (PC), and silane-coated (SC). Tissue extraction was performed by either scalpel-blade scraping or cell lifting with the Pinpoint Slide DNA Isolation System (Zymo Research). DNA was extracted with the QIAamp DNA Mini Kit (Qiagen) and was quantified with the Quant-iT PicoGreen Kit (Life Technologies). RESULTS: The DNA yield in cell-line cytospins was significantly lower from FF slides versus NF, PC, and SC slides with both scraping and cell-lifting methods. In addition, scraping yielded significantly more DNA than cell lifting (P = .005). DNA yields from 5 clinical effusion cases with FF and NF slides showed results similar to the results for cell-line samples, with scraping consistently yielding more DNA than cell lifting and with NF slides outperforming FF slides. CONCLUSIONS: Optimizing the DNA yield extracted from cytology specimens maximizes the chances of successful molecular testing and is critical in cases of low or marginal cellularity. This study demonstrates the following: 1) scraping yields more DNA than cell lifting, and 2) NF slides yield more DNA than FF slides.


Subject(s)
Cytodiagnosis/methods , DNA, Neoplasm/analysis , Pathology, Molecular/methods , Sequence Analysis, DNA/methods , Specimen Handling/methods , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/pathology , Cell Line, Tumor/pathology , Humans , Linear Models , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Sensitivity and Specificity , Tissue and Organ Harvesting/methods
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