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1.
Int J Mol Sci ; 25(2)2024 Jan 18.
Artículo en Inglés | MEDLINE | ID: mdl-38256242

RESUMEN

Aberrant expression of the oncogenic retrotransposon LINE-1 is a hallmark of various cancer types, including non-small cell lung cancers (NSCLCs). Here, we present proof-of-principle evidence that LINE-1 analytes in extracellular vesicles (EVs) serve as tools for molecular diagnostics of NSCLC, with LINE-1 status in tumor cells and tissues mirroring the LINE-1 mRNA and ORF1p cargos of EVs from lung cancer cell culture conditioned media or human plasma. The levels of LINE-1 analytes in plasma EVs from ostensibly healthy individuals were higher in females than males. While the profiles of LINE-1 mRNA and ORF1p in African Americans compared to Hispanics were not significantly different, African Americans showed slightly higher ORF1p content, and 2-3 times greater ranges of LINE-1 values compared to Hispanics. Whole plasma ORF1p levels correlated with EV ORF1p levels, indicating that most of the circulating LINE-1 protein is contained within EVs. EV LINE-1 mRNA levels were elevated in patients with advanced cancer stages and in select patients with squamous cell carcinoma and metastatic tumors compared to adenocarcinomas. The observed EV LINE-1 mRNA profiles paralleled the patterns of ORF1p expression in NSCLC tissue sections suggesting that LINE-1 analytes in plasma EVs may serve to monitor the activity of LINE-1 retroelements in lung cancer.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Vesículas Extracelulares , Neoplasias Pulmonares , Femenino , Masculino , Humanos , Carcinoma de Pulmón de Células no Pequeñas/diagnóstico , Carcinoma de Pulmón de Células no Pequeñas/genética , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/genética , Patología Molecular , Retroelementos , Vesículas Extracelulares/genética , ARN Mensajero/genética
2.
Am J Respir Crit Care Med ; 200(6): 742-750, 2019 09 15.
Artículo en Inglés | MEDLINE | ID: mdl-30896962

RESUMEN

Rationale: Uninvolved normal-appearing airway epithelium has been shown to exhibit specific mutations characteristic of nearby non-small cell lung cancers (NSCLCs). Yet, its somatic mutational landscape in patients with early-stage NSCLC is unknown.Objectives: To comprehensively survey the somatic mutational architecture of the normal airway epithelium in patients with early-stage NSCLC.Methods: Multiregion normal airways, comprising tumor-adjacent small airways, tumor-distant large airways, nasal epithelium and uninvolved normal lung (collectively airway field), matched NSCLCs, and blood cells (n = 498) from 48 patients were interrogated for somatic single-nucleotide variants by deep-targeted DNA sequencing and for chromosomal allelic imbalance events by genome-wide genotype array profiling. Spatiotemporal relationships between the airway field and NSCLCs were assessed by phylogenetic analysis.Measurements and Main Results: Genomic airway field carcinogenesis was observed in 25 cases (52%). The airway field epithelium exhibited a total of 269 somatic mutations in most patients (n = 36) including key drivers that were shared with the NSCLCs. Allele frequencies of these acquired variants were overall higher in NSCLCs. Integrative analysis of single-nucleotide variants and allelic imbalance events revealed driver genes with shared "two-hit" alterations in the airway field (e.g., TP53, KRAS, KEAP1, STK11, and CDKN2A) and those with single hits progressing to two in the NSCLCs (e.g., PIK3CA and NOTCH1).Conclusions: Tumor-adjacent and tumor-distant normal-appearing airway epithelia exhibit somatic driver alterations that undergo selection-driven clonal expansion in NSCLC. These events offer spatiotemporal insights into the development of NSCLC and, thus, potential targets for early treatment.


Asunto(s)
Adenocarcinoma/genética , Carcinoma de Pulmón de Células no Pequeñas/genética , Transformación Celular Neoplásica/genética , Epitelio/crecimiento & desarrollo , Genes Supresores de Tumor , Neoplasias Pulmonares/genética , Mutación , Adenocarcinoma/fisiopatología , Adulto , Anciano , Anciano de 80 o más Años , Carcinoma de Pulmón de Células no Pequeñas/fisiopatología , Femenino , Humanos , Neoplasias Pulmonares/fisiopatología , Masculino , Persona de Mediana Edad , Análisis de Secuencia de ADN
3.
Cytogenet Genome Res ; 152(3): 122-131, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28898877

RESUMEN

Small cell lung cancer (SCLC) is a highly aggressive form of lung cancer. There is an urgent need to develop tools to identify individuals at high risk of developing SCLC. We have previously reported that the cytokinesis-blocked micronucleus (CBMN) assay is a strong predictor of non-small cell lung cancer (NSCLC). Here, we investigate the sensitivity of the CBMN endpoints as predictors of SCLC risk. We conducted the CBMN assay on SCLC patients (n = 216), NSCLC patients (n = 173), and healthy controls (n = 204). Per sample, 1,000 binucleated cells (BN) were scored, and 3 endpoints, micronuclei (BN-MN), nucleoplasmic bridges (BN-NPB), and nuclear buds(BN-BUD), were recorded. Spectral karyotyping was also conducted on SCLC patients (n = 116) and NSCLC patients (n = 137) to identify genomic regions unique to each disease. Significantly higher levels of CBMN endpoints were observed in both cancer groups compared to controls. BN-NPBs were significantly higher among SCLC patients compared to NSCLC patients (p < 0.001). Chromosomes 5 and 17 were associated with BN-MN, and chromosomes 5, 18, 20, and 22 were associated with BN-NPBs in SCLC patients. Given the high frequency of chromosome aberrations observed in SCLC, events such as reinsertion of the micronucleus and chromothripsis may be potential mechanisms for the genetic instability in these patients.


Asunto(s)
Biomarcadores de Tumor/genética , Carcinoma de Pulmón de Células no Pequeñas/diagnóstico , Detección Precoz del Cáncer/métodos , Neoplasias Pulmonares/diagnóstico , Pruebas de Micronúcleos/métodos , Carcinoma Pulmonar de Células Pequeñas/diagnóstico , Cariotipificación Espectral/métodos , Anciano , Biomarcadores de Tumor/sangre , Carcinoma de Pulmón de Células no Pequeñas/sangre , Carcinoma de Pulmón de Células no Pequeñas/genética , Mapeo Cromosómico , Cromotripsis , Citocinesis/genética , Femenino , Humanos , Neoplasias Pulmonares/sangre , Neoplasias Pulmonares/genética , Masculino , Persona de Mediana Edad , Factores de Riesgo , Sensibilidad y Especificidad , Carcinoma Pulmonar de Células Pequeñas/sangre , Carcinoma Pulmonar de Células Pequeñas/genética , Fumar/efectos adversos
4.
Cancer Causes Control ; 27(3): 359-66, 2016 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-26797453

RESUMEN

BACKGROUND: In this single-institution case-control study, we identified risk factors associated with inflammatory breast cancer (IBC) subtypes based on staining of estrogen receptor (ER), progesterone receptor (PR) and expression of human epidermal growth factor 2 (HER2neu) to determine distinct etiologic pathways. METHODS: We identified 224 women with IBC and 396 cancer-free women seen at the MD Anderson Cancer Center. Multinomial logistic regression was used to estimate odds ratios (ORs) and 95 % confidence intervals (CIs) for associations between breast cancer risk factors and the IBC tumor subtypes: luminal (ER+ and/or PR+/HER2neu-), HER2neu+ (any ER and PR, HER2neu+), and triple-negative (ER-/PR-/HER2neu-). RESULTS: In multivariable analysis, compared with women age ≥26 at first pregnancy, women age <26 had a higher risk of triple-negative IBC (OR 3.32, 95% CI 1.37-8.05). Women with a history of breast-feeding had a lower risk of triple-negative (OR 0.30; 95% CI 0.15-0.62) and luminal IBC (OR 0.35, 95% CI 0.18-0.68). A history of smoking was associated with an increased risk of luminal IBC (OR 2.37; 95% CI 1.24-4.52). Compared with normal-weight women, those who were overweight or obese (body mass index ≥25 kg/m(2)) had a higher risk of all three tumor subtypes (p < 0.01 for all subtypes). CONCLUSION: Overweight or obese status is important modifiable risk factor for IBC of any subtype. Modifiable risk factors, age at first pregnancy (≥26), breast-feeding, and smoking may be associated with specific IBC subtypes. These results highlight the importance of evaluating epidemiologic risk factors for IBC for the identification of subtype-specific prevention strategies.


Asunto(s)
Neoplasias Inflamatorias de la Mama/patología , Receptores de Estrógenos/metabolismo , Receptores de Progesterona/metabolismo , Adulto , Factores de Edad , Anciano , Anciano de 80 o más Años , Índice de Masa Corporal , Lactancia Materna/estadística & datos numéricos , Estudios de Casos y Controles , Femenino , Humanos , Neoplasias Inflamatorias de la Mama/etiología , Modelos Logísticos , Persona de Mediana Edad , Obesidad/epidemiología , Embarazo , Receptor ErbB-2/metabolismo , Factores de Riesgo , Neoplasias de la Mama Triple Negativas/epidemiología , Neoplasias de la Mama Triple Negativas/patología , Adulto Joven
5.
Breast Cancer Res Treat ; 152(2): 407-16, 2015 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-26017070

RESUMEN

Inflammatory breast cancer (IBC) is a rare and aggressive disease. Previous studies have shown that among patients with stage III breast cancer, IBC is associated with a worse prognosis than noninflammatory breast cancer (non-IBC). Whether this difference holds true among patients with stage IV breast cancer has not been studied. We tested the hypothesis that overall survival (OS) is worse in patients with IBC than in those with non-IBC among patients with distant metastasis at diagnosis (stage IV disease). We reviewed the records of 1504 consecutive patients with stage IV breast cancer (IBC: 206; non-IBC: 1298) treated at our institution from 1987 through 2012. Survival curves for IBC and non-IBC subcohorts were compared. The Cox proportional hazards model was used to determine predictors of OS. The median follow-up period was 4.7 years. IBC was associated with shorter median OS time than non-IBC (2.27 vs. 3.40 years; P = 0.0128, log-rank test). In a multicovariate Cox model that included 1389 patients, the diagnosis of IBC was a significant independent predictor of worse OS (hazard ratio = 1.431, P = 0.0011). Other significant predictors of worse OS included Black (vs. White) ethnicity, younger age at diagnosis, negative HER2 status, and visceral (vs. nonvisceral) site of metastasis. IBC is associated with shorter OS than non-IBC in patients with distant metastasis at diagnosis. The prognostic impact of IBC should be taken into consideration among patients with stage IV breast cancer.


Asunto(s)
Neoplasias de la Mama/mortalidad , Neoplasias de la Mama/patología , Neoplasias Inflamatorias de la Mama/mortalidad , Neoplasias Inflamatorias de la Mama/patología , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Biomarcadores de Tumor , Neoplasias de la Mama/epidemiología , Neoplasias de la Mama/terapia , Femenino , Estudios de Seguimiento , Humanos , Neoplasias Inflamatorias de la Mama/epidemiología , Neoplasias Inflamatorias de la Mama/terapia , Persona de Mediana Edad , Metástasis de la Neoplasia , Estadificación de Neoplasias , Modelos de Riesgos Proporcionales , Adulto Joven
6.
Genes Chromosomes Cancer ; 52(7): 694-707, 2013 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-23630028

RESUMEN

Lung cancer is the leading cause of all cancer-related deaths in the US. The need to develop more accurate cancer risk assessment tools is imperative to improve the ability to identify individuals at greatest risk of developing disease. The Cytokinesis-Blocked Micronucleus Cytome Assay (CBMNcyt) presents a sensitive and specific method of assessing DNA damage. We have previously reported that this assay is sensitive to genetic damage caused by the tobacco-specific nitrosamine 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone (NNK), and that binucleated cells with micronuclei, nucleoplasmic bridges and nuclear buds are strong predictors of lung cancer risk. The current study confirmed our previous findings and sought to identify the specific chromosomes involved in lung carcinogenesis. Spectral karyotyping was conducted on a subset of lung cancer cases [n = 116] and cancer-free controls [n = 126] with the highest CBMNcyt endpoints, on baseline and NNK-treated blood lymphocytes. After adjusting for age, gender, race/ethnicity, smoking status, and pack and smoke years, consistent significant associations between chromosome: 9, 19, 22, X, at baseline; chromosome: 3, 4, and 16 after NNK-induction; and chromosome: 1, 13, and 17 at both baseline and NNK-induction; and lung cancer risk (all P ≤ 0.05) were observed. Several of these chromosomes harbor critical genes involved in lung carcinogenesis, such as the FHIT gene, CDKN2A, PADPRP, and TP53. Our results indicate that the CBMNcyt assay when used in conjunction with other cytogenetic methodologies can increase our ability to identify specific chromosomal regions associated with DNA damage, thereby improving our understanding of the underlying mechanisms involved in individual cancer predisposition.


Asunto(s)
Aberraciones Cromosómicas/efectos de los fármacos , Cariotipificación , Neoplasias Pulmonares/genética , Pruebas de Micronúcleos , Anciano , Estudios de Casos y Controles , Citocinesis/genética , Daño del ADN/efectos de los fármacos , Femenino , Humanos , Hibridación Fluorescente in Situ , Neoplasias Pulmonares/patología , Masculino , Persona de Mediana Edad , Nitrosaminas/farmacología
7.
Breast Cancer Res Treat ; 138(3): 761-72, 2013 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-23568481

RESUMEN

Inflammatory breast cancer (IBC) is a unique clinical entity characterized by rapid onset of erythema and swelling of the breast often without an obvious breast mass. Many studies have examined and compared gene expression between IBC and non-IBC (nIBC), repeatedly finding clusters associated with receptor subtype, but no consistent gene signature associated with IBC has been validated. Here we compared microdissected IBC tumor cells to microdissected nIBC tumor cells matched based on estrogen and HER-2/neu receptor status. Gene expression analysis and comparative genomic hybridization were performed. An IBC gene set and genomic set were identified using a training set and validated on the remaining data. The IBC gene set was further tested using data from IBC consortium samples and publicly available data. Receptor driven clusters were identified in IBC; however, no IBC-specific gene signature was identified. Fifteen genes were correlated between increased genomic copy number and gene overexpression data. An expression-guided gene set upregulated in the IBC training set clustered the validation set into two clusters independent of receptor subtype but segregated only 75 % of samples in each group into IBC or nIBC. In a larger consortium cohort and in published data, the gene set failed to optimally enrich for IBC samples. However, this gene set had a high negative predictive value for excluding the diagnosis of IBC in publicly available data (100 %). An IBC enriched genomic data set accurately identified 10/16 cases in the validation data set. Even with microdissection, no IBC-specific gene signature distinguishes IBC from nIBC. Using microdissected data, a validated gene set was identified that is associated with IBC tumor cells. Inflammatory breast cancer comparative genomic hybridization data are presented, but a validated genomic data set that identifies IBC is not demonstrated.


Asunto(s)
Regulación Neoplásica de la Expresión Génica , Neoplasias Inflamatorias de la Mama/genética , Estudios de Cohortes , Hibridación Genómica Comparativa , Femenino , Perfilación de la Expresión Génica , Genoma Humano , Humanos , Neoplasias Inflamatorias de la Mama/metabolismo , Microdisección , Valor Predictivo de las Pruebas , ARN Mensajero , Receptor ErbB-2/metabolismo , Reproducibilidad de los Resultados
8.
BMC Med ; 11: 168, 2013 Jul 19.
Artículo en Inglés | MEDLINE | ID: mdl-23870182

RESUMEN

Lung cancer is the leading cause of cancer death worldwide in part due to our inability to identify which smokers are at highest risk and the lack of effective tools to detect the disease at its earliest and potentially curable stage. Recent results from the National Lung Screening Trial have shown that annual screening of high-risk smokers with low-dose helical computed tomography of the chest can reduce lung cancer mortality. However, molecular biomarkers are needed to identify which current and former smokers would benefit most from annual computed tomography scan screening in order to reduce the costs and morbidity associated with this procedure. Additionally, there is an urgent clinical need to develop biomarkers that can distinguish benign from malignant lesions found on computed tomography of the chest given its very high false positive rate. This review highlights recent genetic, transcriptomic and epigenomic biomarkers that are emerging as tools for the early detection of lung cancer both in the diagnostic and screening setting.


Asunto(s)
Epigénesis Genética/genética , Perfilación de la Expresión Génica/métodos , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/genética , Tamizaje Masivo/métodos , Diagnóstico Precoz , Perfilación de la Expresión Génica/tendencias , Marcadores Genéticos/genética , Estudio de Asociación del Genoma Completo/métodos , Estudio de Asociación del Genoma Completo/tendencias , Humanos , Neoplasias Pulmonares/epidemiología , Tamizaje Masivo/tendencias , Factores de Riesgo
9.
Cancer Med ; 12(7): 8499-8509, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36621828

RESUMEN

BACKGROUND: Unlike normal cells, cancer cells frequently have multiple centrosomes that can cluster to form bipolar mitotic spindles and allow for successful cell division. Inhibiting centrosome clustering, therefore, holds therapeutic promise to promote cancer cell-specific cell death. METHODS: We used confocal microscopy, real-time PCR, siRNA knockdown, and western blot to analyze centrosome clustering and declustering using normal lung bronchial epithelial and nonsmall-cell lung cancer (NSCLC) cell lines. Also, we used Ingenuity Pathway Analysis software to identify novel pathways associated with centrosome clustering. RESULTS: In this study, we found that exposure to cigarette smoke condensate induces centrosome amplification and clustering in human lung epithelial cells. We observed a similar increase in centrosome amplification and clustering in unexposed NSCLC cell lines which may suggest a common underlying mechanism for lung carcinogenesis. We identified a cyclin D2-mediated centrosome clustering pathway that involves a sonic hedgehog-forkhead box protein M1 axis which is critical for mitosis. We also observed that cyclin D2 knockdown induced multipolar mitotic spindles that could eventually lead to cell death. CONCLUSIONS: Here we report a novel role of cyclin D2 in the regulation of centrosome clustering, which could allow the identification of tumors sensitive to cyclin D2 inhibitors. Our data reveal a pathway that can be targeted to inhibit centrosome clustering by interfering with the expression of cyclin D2-associated genes.


Asunto(s)
Fumar Cigarrillos , Humanos , Ciclina D2/metabolismo , Línea Celular Tumoral , Proteínas Hedgehog/metabolismo , Centrosoma/metabolismo , Centrosoma/patología , Huso Acromático/metabolismo , Mitosis , Células Epiteliales , Pulmón
10.
J Med Imaging (Bellingham) ; 10(4): 044501, 2023 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-37426053

RESUMEN

Purpose: In women with biopsy-proven breast cancer, histologically normal areas of the parenchyma have shown molecular similarity to the tumor, supporting a potential cancer field effect. The purpose of this work was to investigate relationships of human-engineered radiomic and deep learning features between regions across the breast in mammographic parenchymal patterns and specimen radiographs. Approach: This study included mammograms from 74 patients with at least 1 identified malignant tumor, of whom 32 also possessed intraoperative radiographs of mastectomy specimens. Mammograms were acquired with a Hologic system and specimen radiographs were acquired with a Fujifilm imaging system. All images were retrospectively collected under an Institutional Review Board-approved protocol. Regions of interest (ROI) of 128×128 pixels were selected from three regions: within the identified tumor, near to the tumor, and far from the tumor. Radiographic texture analysis was used to extract 45 radiomic features and transfer learning was used to extract 20 deep learning features in each region. Kendall's Tau-b and Pearson correlation tests were performed to assess relationships between features in each region. Results: Statistically significant correlations in select subgroups of features with tumor, near to the tumor, and far from the tumor ROI regions were identified in both mammograms and specimen radiographs. Intensity-based features were found to show significant correlations with ROI regions across both modalities. Conclusions: Results support our hypothesis of a potential cancer field effect, accessible radiographically, across tumor and non-tumor regions, thus indicating the potential for computerized analysis of mammographic parenchymal patterns to predict breast cancer risk.

11.
Cancers (Basel) ; 15(7)2023 Apr 04.
Artículo en Inglés | MEDLINE | ID: mdl-37046802

RESUMEN

The identification of women at risk for sporadic breast cancer remains a clinical challenge. We hypothesize that the temporal analysis of annual screening mammograms, using a long short-term memory (LSTM) network, could accurately identify women at risk of future breast cancer. Women with an imaging abnormality, which had been biopsy-confirmed to be cancer or benign, who also had antecedent imaging available were included in this case-control study. Sequences of antecedent mammograms were retrospectively collected under HIPAA-approved guidelines. Radiomic and deep-learning-based features were extracted on regions of interest placed posterior to the nipple in antecedent images. These features were input to LSTM recurrent networks to classify whether the future lesion would be malignant or benign. Classification performance was assessed using all available antecedent time-points and using a single antecedent time-point in the task of lesion classification. Classifiers incorporating multiple time-points with LSTM, based either on deep-learning-extracted features or on radiomic features, tended to perform statistically better than chance, whereas those using only a single time-point failed to show improved performance compared to chance, as judged by area under the receiver operating characteristic curves (AUC: 0.63 ± 0.05, 0.65 ± 0.05, 0.52 ± 0.06 and 0.54 ± 0.06, respectively). Lastly, similar classification performance was observed when using features extracted from the affected versus the contralateral breast in predicting future unilateral malignancy (AUC: 0.63 ± 0.05 vs. 0.59 ± 0.06 for deep-learning-extracted features; 0.65 ± 0.05 vs. 0.62 ± 0.06 for radiomic features). The results of this study suggest that the incorporation of temporal information into radiomic analyses may improve the overall classification performance through LSTM, as demonstrated by the improved discrimination of future lesions as malignant or benign. Further, our data suggest that a potential field effect, changes in the breast extending beyond the lesion itself, is present in both the affected and contralateral breasts in antecedent imaging, and, thus, the evaluation of either breast might inform on the future risk of breast cancer.

12.
Cancers (Basel) ; 15(7)2023 Mar 30.
Artículo en Inglés | MEDLINE | ID: mdl-37046736

RESUMEN

For people at elevated risk for lung cancer, lung cancer screening (LCS) reduces lung cancer mortality. People with non-nicotine substance use disorders (SUDs) have elevated rates of smoking compared with the general population, highlighting them as a priority population for LCS consideration. Although research has shown LCS is underutilized, there is little literature to inform whether organizations that serve individuals with SUDs have existing clinical protocols surrounding LCS. In the current study, we examine the LCS eligibility and referral practices among these organizations. We conducted a statewide needs assessment survey in 2021 to discern how tobacco use was being addressed at Texas organizations that provide treatment or services to individuals with SUDs. Respondents were asked to report on their center's LCS eligibility and referral practices. The analytic sample consists of 125 respondents who represented 23 federally qualified health centers, 29 global local mental health authorities (LMHAs), 12 substance use treatment programs in LMHAs, and 61 standalone substance use treatment centers. Very few respondents indicated that healthcare providers at their center made referrals to LCS for patients (8.8%); a few respondents indicated that their healthcare providers assessed patients' eligibility for LCS but did not make referrals (3.2%). Intervention and implementation efforts are needed in these and other SUD healthcare settings to bolster organizational capacity and ensure that patients are being navigated to lung cancer screening at multiple touch points across the care continuum.

13.
Cancer Med ; 12(1): 584-596, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-35676822

RESUMEN

BACKGROUND: Non-small cell lung cancer (NSCLC) comprises the majority (~85%) of all lung tumors, with lung adenocarcinoma (LUAD) and squamous cell carcinoma (LUSC) being the most frequently diagnosed histological subtypes. Multi-modal omics profiling has been carried out in NSCLC, but no studies have yet reported a unique metabolite-related gene signature and altered metabolic pathways associated with LUAD and LUSC. METHODS: We integrated transcriptomics and metabolomics to analyze 30 human lung tumors and adjacent noncancerous tissues. Differential co-expression was used to identify modules of metabolites that were altered between normal and tumor. RESULTS: We identified unique metabolite-related gene signatures specific for LUAD and LUSC and key pathways aberrantly regulated at both transcriptional and metabolic levels. Differential co-expression analysis revealed that loss of coherence between metabolites in tumors is a major characteristic in both LUAD and LUSC. We identified one metabolic onco-module gained in LUAD, characterized by nine metabolites and 57 metabolic genes. Multi-omics integrative analysis revealed a 28 metabolic gene signature associated with poor survival in LUAD, with six metabolite-related genes as individual prognostic markers. CONCLUSIONS: We demonstrated the clinical utility of this integrated metabolic gene signature in LUAD by using it to guide repurposing of AZD-6482, a PI3Kß inhibitor which significantly inhibited three genes from the 28-gene signature. Overall, we have integrated metabolomics and transcriptomics analyses to show that LUAD and LUSC have distinct profiles, inferred gene signatures with prognostic value for patient survival, and identified therapeutic targets and repurposed drugs for potential use in NSCLC treatment.


Asunto(s)
Adenocarcinoma del Pulmón , Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Pulmonares , Humanos , Neoplasias Pulmonares/tratamiento farmacológico , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/metabolismo , Carcinoma de Pulmón de Células no Pequeñas/tratamiento farmacológico , Carcinoma de Pulmón de Células no Pequeñas/genética , Carcinoma de Pulmón de Células no Pequeñas/patología , Transcriptoma , Adenocarcinoma del Pulmón/genética , Perfilación de la Expresión Génica
14.
Front Immunol ; 14: 1188831, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37744342

RESUMEN

Introduction: We present here a strategy to identify immunogenic neoantigen candidates from unique amino acid sequences at the junctions of fusion proteins which can serve as targets in the development of tumor vaccines for the treatment of breastcancer. Method: We mined the sequence reads of breast tumor tissue that are usually discarded as discordant paired-end reads and discovered cancer specific fusion transcripts using tissue from cancer free controls as reference. Binding affinity predictions of novel peptide sequences crossing the fusion junction were analyzed by the MHC Class I binding predictor, MHCnuggets. CD8+ T cell responses against the 15 peptides were assessed through in vitro Enzyme Linked Immunospot (ELISpot). Results: We uncovered 20 novel fusion transcripts from 75 breast tumors of 3 subtypes: TNBC, HER2+, and HR+. Of these, the NSFP1-LRRC37A2 fusion transcript was selected for further study. The 3833 bp chimeric RNA predicted by the consensus fusion junction sequence is consistent with a read-through transcription of the 5'-gene NSFP1-Pseudo gene NSFP1 (NSFtruncation at exon 12/13) followed by trans-splicing to connect withLRRC37A2 located immediately 3' through exon 1/2. A total of 15 different 8-mer neoantigen peptides discovered from the NSFP1 and LRRC37A2 truncations were predicted to bind to a total of 35 unique MHC class I alleles with a binding affinity of IC50<500nM.); 1 of which elicited a robust immune response. Conclusion: Our data provides a framework to identify immunogenic neoantigen candidates from fusion transcripts and suggests a potential vaccine strategy to target the immunogenic neopeptides in patients with tumors carrying the NSFP1-LRRC37A2 fusion.


Asunto(s)
Neoplasias de la Mama , Vacunas contra el Cáncer , Neoplasias Mamarias Animales , Humanos , Animales , Femenino , Neoplasias de la Mama/genética , Genes MHC Clase I , Mama
15.
Genes Chromosomes Cancer ; 50(1): 1-12, 2011 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-20842733

RESUMEN

Genetic instability plays a crucial role in cancer development. The genetic stability of the cell as well as DNA methylation status could be modulated by folate levels. Several studies suggested associations between polymorphisms in folate genes and alterations in protein expression and variations in serum levels of the folate. The objective of this study was to investigate the effect of folate pathway polymorphisms on modulating genetic instability and lung cancer risk. Genotyping of 5 SNPs in folate pathway genes and cytokinesis-blocked micronucleus cytome assay analysis (to determine the genetic instability at baseline and following NNK treatment) was conducted on 180 lung cancer cases and 180 age-, gender-, and smoking-matched controls. Our results showed that individually, folate pathway SNPs were not associated with cytogenetic damage or lung cancer risk. However, in a polygenic disease such as lung cancer, gene-gene interactions are expected to play an important role in determining the phenotypic variability of the diseases. We observed that interactions between MTHFR677, MTHFR1298, and SHMT polymorphisms may have a significant impact on genetic instability in lung cancer patients. With regard to cytogenetic alterations, our results showed that lymphocytes from lung cancer patients exposed to the tobacco-specific carcinogen 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone [NNK] had considerably increased frequency of cytogenetic damage in presence of MTHFR 677, MTHFR 1298, and SHMT allelic variants. These findings support the notion that significant interactions may potentially modulate the lung cancer susceptibility and alter the overall the repair abilities of lung cancer patients when exposed to tobacco carcinogens such as NNK.


Asunto(s)
Ácido Fólico/genética , Ácido Fólico/metabolismo , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/metabolismo , Anciano , Estudios de Casos y Controles , Femenino , Ferredoxina-NADP Reductasa/genética , Redes Reguladoras de Genes , Predisposición Genética a la Enfermedad , Inestabilidad Genómica , Glicina Hidroximetiltransferasa/genética , Glicina Hidroximetiltransferasa/metabolismo , Humanos , Desequilibrio de Ligamiento , Neoplasias Pulmonares/enzimología , Masculino , Redes y Vías Metabólicas/genética , Metilenotetrahidrofolato Reductasa (NADPH2)/genética , Metilenotetrahidrofolato Reductasa (NADPH2)/metabolismo , Pruebas de Micronúcleos , Persona de Mediana Edad , Oportunidad Relativa , Fenotipo , Polimorfismo de Nucleótido Simple , Análisis de Regresión , Células Tumorales Cultivadas
16.
Cancer Res Commun ; 2(8): 884-893, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-36923308

RESUMEN

Tumors accumulated with infiltrated immune cells (hot tumors) have a higher response rate to immune checkpoint blockade, when compared with those with minimal T-cell infiltration (cold tumors). We report here that patients with lung cancer with different racial backgrounds harbored distinct immune cell profiles in the tumor microenvironment. Compared with African Americans (AA), Caucasian Americans (CA) exhibited increased immune cell infiltration and vasculature, and increased survival. Changes of survival and immune profile were most pronounced among active smokers and nonsmokers, compared with former smokers and total patients. Neighborhood analysis showed that immune cells accumulated around cancer cells in CAs but not AAs. Our findings reveal intrinsic biological differences between AA and CA patients with lung cancer, suggesting that treatment plans should be tailored for patients with different racial backgrounds. Significance: We report biological racial differences among patients with lung cancer where Caucasians present a hot tumor microenvironment compared with cold tumor in AAs. Treatment plans should be customized to maximize therapeutic outcomes.


Asunto(s)
Neoplasias Pulmonares , Grupos Raciales , Humanos , Negro o Afroamericano , Neoplasias Pulmonares/etnología , Neoplasias Pulmonares/inmunología , Microambiente Tumoral/inmunología , Blanco
17.
Mol Carcinog ; 50(11): 825-34, 2011 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-21374732

RESUMEN

DNA repair variants may play a potentially important role in an individual's susceptibility to developing cancer. Numerous studies have reported the association between genetic single nucleotide polymorphisms (SNPs) in DNA repair genes and different types of hematologic cancers. However, to date, the effects of such SNPs on modulating Hodgkin lymphoma (HL) risk have not yet been investigated. We hypothesized that gene-gene interaction between candidate genes in direct reversal, nucleotide excision repair (NER), base excision repair (BER) and double strand break (DSB) pathways may contribute to susceptibility to HL. To test this hypothesis, we conducted a study on 200 HL cases and 220 controls to assess associations between HL risk and 21 functional SNPs in DNA repair genes. We evaluated potential gene-gene interactions and the association of multiple polymorphisms in a chromosome region using a multi-analytic strategy combining logistic regression, multi-factor dimensionality reduction and classification and regression tree approaches. We observed that, in combination, allelic variants in the XPC Ala499Val, NBN Glu185Gln, XRCC3 Thr241Me, XRCC1 Arg194Trp, and XRCC1 399Gln polymorphisms modify the risk for developing HL. Moreover, the cumulative genetic risk score revealed a significant trend where the risk for developing HL increases as the number of adverse alleles in BER and DSB genes increase. These findings suggest that DNA repair variants in BER and DSB pathways may play an important role in the development of HL.


Asunto(s)
Reparación del ADN , Enfermedad de Hodgkin/genética , Polimorfismo Genético , Adulto , Anciano , ADN/genética , Femenino , Predisposición Genética a la Enfermedad , Genotipo , Humanos , Masculino , Persona de Mediana Edad , Adulto Joven
18.
Mol Carcinog ; 50(1): 36-46, 2011 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-21061265

RESUMEN

Inflammation is a critical component of cancer development. The clinical and pathological features of Hodgkin disease (HD) reflect an abnormal immunity that results from cytokines secreted by Reed-Sternberg cells and the surrounding tumor. Numerous studies have reported the association between genetic polymorphisms in cytokine genes and the susceptibility to different hematologic cancers. However, the effects of such SNPs on modulating HD risk have not yet been investigated. We hypothesized that gene-gene interactions between candidate genes in the anti- and pro-inflammatory pathways carrying suspicious polymorphisms may contribute to susceptibility to HD. To test this hypothesis, we conducted a study on 200 HD cases and 220 controls to assess associations between HD risk and 38 functional SNPs in inflammatory genes. We evaluated potential gene-gene interactions using a multi-analytic strategy combining logistic regression, multi-factor dimensionality reduction, and classification and regression tree (CART) approaches. We observed that, in combination, allelic variants in the COX2, IL18, ILR4, and IL10 genes modify the risk for developing HD. Moreover, the cumulative genetic risk score (CGRS) revealed a significant trend where the risk for developing HD increases as the number of adverse alleles in the cytokine genes increase. These findings support the notion that epigenetic-interactions between these cytokines may influence pathogenesis of HD modulating the proliferation of regulatory T cells. In this way, the innate and adaptative immune responses may be altered and defy their usual functions in the host anti-tumor response. Our study is the first to report the association between polymorphisms in inflammation genes and HD susceptibility risk.


Asunto(s)
Citocinas/fisiología , Enfermedad de Hodgkin/genética , Inflamación/genética , Polimorfismo de Nucleótido Simple/genética , Adulto , Anciano , Estudios de Casos y Controles , Ciclooxigenasa 2/genética , ADN/análisis , ADN/genética , Femenino , Predisposición Genética a la Enfermedad , Genotipo , Humanos , Interleucina-10/genética , Interleucina-18/genética , Masculino , Persona de Mediana Edad , Reacción en Cadena de la Polimerasa , Receptores de Interleucina-4/genética , Factores de Riesgo , Adulto Joven
19.
Mutagenesis ; 26(1): 101-6, 2011 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-21164189

RESUMEN

Cancer risk assessment is a multidisciplinary process that goes beyond the scope of classical epidemiology to include the biological evaluation of individual differences to carcinogenic exposures. The inclusion of genetic biomarkers such as mutagen sensitivity or cytokinesis-blocked micronucleus (CBMN) assay end points into risk assessment models allows for a more comprehensive determination of cancer risk that includes known demographic (age and gender), lifestyle exposures (smoking and alcohol) and occupational or environmental exposures. The CBMN assay generates multiple correlated end points that, after applying data reduction methods, could be combined into a summary measure that incorporates information from each individual variable into a single (or possible multiple, uncorrelated) measure of risk. In this article, we highlight the use of the CBMN assay in radiosensitivity assessment. In addition, we demonstrate the potential use of the combined summary measures in cancer risk assessment as a result of chronic exposure to tobacco carcinogens. The simplicity, rapidity and sensitivity of the CBMN assay not only make it a valuable tool for screening but also the multiple end points simultaneously generated lead to a better understanding of the underlying mechanisms involved in the carcinogenic process that could in turn substantially improve risk predictions.


Asunto(s)
Citocinesis , Micronúcleos con Defecto Cromosómico , Neoplasias/epidemiología , Humanos , Pruebas de Micronúcleos , Mutágenos/toxicidad , Neoplasias/inducido químicamente , Neoplasias/genética , Tolerancia a Radiación/genética , Medición de Riesgo , Nicotiana/toxicidad
20.
Mutagenesis ; 26(1): 93-100, 2011 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-21164188

RESUMEN

Over a century ago, Theodor Boveri paved the way to mechanistic studies linking chromosomal abnormalities to cancer pathogenesis. Since then, theoretical and empirical evidence has been accumulated, supporting a causal role of these events in the aetiology of human cancer. A powerful tool for measurement of chromosomal abnormalities is the cytokinesis-block micronucleus cytome (CBMNcyt) assay. The validation of the micronucleus (MN) as marker of phenotypic susceptibility to cancer has received decisive support from mutagens sensitivity studies, particularly from a recent case-control study on lung cancer, which showed increased frequency of tobacco carcinogen-induced MN, nuclear buds and especially nucleoplasmic bridges in cancer patients (odds ratios of 2.3, 10.0 and 45.5, respectively). Recently, a large international cohort study showed a significant association between MN frequency in healthy subjects and cancer risk. The study assembled data on 6718 individuals from 10 countries (62,980 person-years). Cancers incidence was significantly higher in groups with medium (RR=1.84; 95% confidence interval: 1.28-2.66) and high MN frequency (RR=1.53; 95% CI: 1.04-2.25). This study provided preliminary evidence that MN frequency in peripheral blood lymphocytes is predictive of cancer risk, suggesting that increased MN formation is associated with early events in carcinogenesis. These results, in combination with mechanistic evidence, prospected the use of MN frequency in cancer screening programmes. However, issues such as interindividual variability and preventive strategies in high-risk groups need to be further addressed to consolidate these achievements.


Asunto(s)
Biomarcadores de Tumor/análisis , Micronúcleos con Defecto Cromosómico , Neoplasias/epidemiología , Susceptibilidad a Enfermedades , Humanos , Incidencia , Linfocitos/ultraestructura , Pruebas de Micronúcleos , Neoplasias/inducido químicamente , Neoplasias/genética
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