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1.
Gut ; 72(1): 129-140, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-35197323

RESUMEN

OBJECTIVE: We previously reported a characterisation of the hepatocellular carcinoma (HCC) immune contexture and described an immune-specific class. We now aim to further delineate the immunogenomic classification of HCC to incorporate features that explain responses/resistance to immunotherapy. DESIGN: We performed RNA and whole-exome sequencing, T-cell receptor (TCR)-sequencing, multiplex immunofluorescence and immunohistochemistry in a novel cohort of 240 HCC patients and validated our results in other cohorts comprising 660 patients. RESULTS: Our integrative analysis led to define: (1) the inflamed class of HCC (37%), which includes the previously reported immune subclass (22%) and a new immune-like subclass (15%) with high interferon signalling, cytolytic activity, expression of immune-effector cytokines and a more diverse T-cell repertoire. A 20-gene signature was able to capture ~90% of these tumours and is associated with response to immunotherapy. Proteins identified in liquid biopsies recapitulated the inflamed class with an area under the ROC curve (AUC) of 0.91; (2) The intermediate class, enriched in TP53 mutations (49% vs 29%, p=0.035), and chromosomal losses involving immune-related genes and; (3) the excluded class, enriched in CTNNB1 mutations (93% vs 27%, p<0.001) and PTK2 overexpression due to gene amplification and promoter hypomethylation. CTNNB1 mutations outside the excluded class led to weak activation of the Wnt-ßcatenin pathway or occurred in HCCs dominated by high interferon signalling and type I antigen presenting genes. CONCLUSION: We have characterised the immunogenomic contexture of HCC and defined inflamed and non-inflamed tumours. Two distinct CTNNB1 patterns associated with a differential role in immune evasion are described. These features may help predict immune response in HCC.


Asunto(s)
Carcinoma Hepatocelular , Neoplasias Hepáticas , Humanos , Carcinoma Hepatocelular/patología , Neoplasias Hepáticas/patología , Vía de Señalización Wnt/genética , Metilación de ADN , Interferones , Mutación
2.
Oncologist ; 27(6): 432-e452, 2022 06 08.
Artículo en Inglés | MEDLINE | ID: mdl-35438782

RESUMEN

BACKGROUND: Treatment options have been historically limited for cisplatin-ineligible patients with advanced urothelial carcinoma (UC). Given the need for alternatives to platinum-based chemotherapy, including non-chemotherapy regimens for patients with both impaired renal function and borderline functional status, in 2010 (prior to the immune checkpoint blockade era in metastatic UC), we initiated a phase II trial to test the activity of everolimus or everolimus plus paclitaxel in the cisplatin-ineligible setting. METHODS: This was an open-label phase II trial conducted within the US-based Hoosier Cancer Research Network (ClinicalTrials.gov number: NCT01215136). Patients who were cisplatin-ineligible with previously untreated advanced UC were enrolled. Patients with both impaired renal function and poor performance status were enrolled into cohort 1; patients with either were enrolled into cohort 2. Patients received everolimus 10 mg daily alone (cohort 1) or with paclitaxel 80 mg/m2 on days 1, 8, and 15 of each 28-day cycle (cohort 2). The primary outcome was clinical benefit at 4 months. Secondary outcomes were adverse events, progression-free survival (PFS), and 1-year overall survival (OS). Exploratory endpoints included genomic correlates of outcomes. The trial was not designed for comparison between cohorts. RESULTS: A total of 36 patients were enrolled from 2010 to 2018 (cohort 1, N = 7; cohort 2, N = 29); the trial was terminated due to slow accrual. Clinical benefit at 4 months was attained by 0 (0%, 95% confidence interval [CI] 0-41.0%) patients in cohort 1 and 11 patients (37.9%, 95% CI 20.7-57.7%) in cohort 2. Median PFS was 2.33 (95% CI 1.81-Inf) months in cohort 1 and 5.85 (95% CI 2.99-8.61) months in cohort 2. Treatment was discontinued due to adverse events for 2 patients (29%) in cohort 1 and 11 patients (38%) in cohort 2. Molecular alterations in microtubule associated genes may be associated with treatment benefit but this requires further testing. CONCLUSION: Everolimus plus paclitaxel demonstrates clinical activity in cisplatin-ineligible patients with metastatic UC, although the specific contribution of everolimus cannot be delineated. Patients with both impaired renal function and borderline functional status may be difficult to enroll to prospective trials. (ClinicalTrials.gov Identifier NCT01215136).


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica , Carcinoma de Células Transicionales , Neoplasias de la Vejiga Urinaria , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Carcinoma de Células Transicionales/tratamiento farmacológico , Cisplatino , Everolimus/uso terapéutico , Humanos , Paclitaxel/uso terapéutico , Estudios Prospectivos , Resultado del Tratamiento , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico
3.
J Hepatol ; 75(4): 865-878, 2021 10.
Artículo en Inglés | MEDLINE | ID: mdl-33992698

RESUMEN

BACKGROUND AND AIMS: Non-alcoholic steatohepatitis (NASH)-related hepatocellular carcinoma (HCC) is increasing globally, but its molecular features are not well defined. We aimed to identify unique molecular traits characterising NASH-HCC compared to other HCC aetiologies. METHODS: We collected 80 NASH-HCC and 125 NASH samples from 5 institutions. Expression array (n = 53 NASH-HCC; n = 74 NASH) and whole exome sequencing (n = 52 NASH-HCC) data were compared to HCCs of other aetiologies (n = 184). Three NASH-HCC mouse models were analysed by RNA-seq/expression-array (n = 20). Activin A receptor type 2A (ACVR2A) was silenced in HCC cells and proliferation assessed by colorimetric and colony formation assays. RESULTS: Mutational profiling of NASH-HCC tumours revealed TERT promoter (56%), CTNNB1 (28%), TP53 (18%) and ACVR2A (10%) as the most frequently mutated genes. ACVR2A mutation rates were higher in NASH-HCC than in other HCC aetiologies (10% vs. 3%, p <0.05). In vitro, ACVR2A silencing prompted a significant increase in cell proliferation in HCC cells. We identified a novel mutational signature (MutSig-NASH-HCC) significantly associated with NASH-HCC (16% vs. 2% in viral/alcohol-HCC, p = 0.03). Tumour mutational burden was higher in non-cirrhotic than in cirrhotic NASH-HCCs (1.45 vs. 0.94 mutations/megabase; p <0.0017). Compared to other aetiologies of HCC, NASH-HCCs were enriched in bile and fatty acid signalling, oxidative stress and inflammation, and presented a higher fraction of Wnt/TGF-ß proliferation subclass tumours (42% vs. 26%, p = 0.01) and a lower prevalence of the CTNNB1 subclass. Compared to other aetiologies, NASH-HCC showed a significantly higher prevalence of an immunosuppressive cancer field. In 3 murine models of NASH-HCC, key features of human NASH-HCC were preserved. CONCLUSIONS: NASH-HCCs display unique molecular features including higher rates of ACVR2A mutations and the presence of a newly identified mutational signature. LAY SUMMARY: The prevalence of hepatocellular carcinoma (HCC) associated with non-alcoholic steatohepatitis (NASH) is increasing globally, but its molecular traits are not well characterised. In this study, we uncovered higher rates of ACVR2A mutations (10%) - a potential tumour suppressor - and the presence of a novel mutational signature that characterises NASH-related HCC.


Asunto(s)
Carcinoma Hepatocelular/genética , Biología Molecular/estadística & datos numéricos , Enfermedad del Hígado Graso no Alcohólico/genética , Anciano , Anciano de 80 o más Años , Carcinoma Hepatocelular/etiología , Femenino , Humanos , Neoplasias Hepáticas/etiología , Neoplasias Hepáticas/genética , Masculino , Persona de Mediana Edad , Biología Molecular/métodos , Enfermedad del Hígado Graso no Alcohólico/complicaciones , Factores de Riesgo
4.
Nucleic Acids Res ; 46(11): 5678-5691, 2018 06 20.
Artículo en Inglés | MEDLINE | ID: mdl-29771354

RESUMEN

Archaeal homologs of eukaryotic C/D box small nucleolar RNAs (C/D box sRNAs) guide precise 2'-O-methyl modification of ribosomal and transfer RNAs. Although C/D box sRNA genes constitute one of the largest RNA gene families in archaeal thermophiles, most genomes have incomplete sRNA gene annotation because reliable, fully automated detection methods are not available. We expanded and curated a comprehensive gene set across six species of the crenarchaeal genus Pyrobaculum, particularly rich in C/D box sRNA genes. Using high-throughput small RNA sequencing, specialized computational searches and comparative genomics, we analyzed 526 Pyrobaculum C/D box sRNAs, organizing them into 110 families based on synteny and conservation of guide sequences which determine methylation targets. We examined gene duplications and rearrangements, including one family that has expanded in a pattern similar to retrotransposed repetitive elements in eukaryotes. New training data and inclusion of kink-turn secondary structural features enabled creation of an improved search model. Our analyses provide the most comprehensive, dynamic view of C/D box sRNA evolutionary history within a genus, in terms of modification function, feature plasticity, and gene mobility.


Asunto(s)
Evolución Molecular , Pyrobaculum/genética , ARN de Archaea/genética , ARN Nucleolar Pequeño/genética , Proteínas Arqueales/genética , Disparidad de Par Base , Genes Duplicados , Genómica , Metilación , Familia de Multigenes , ARN de Archaea/química , ARN de Archaea/clasificación , ARN de Archaea/metabolismo , ARN Ribosómico/metabolismo , ARN Nucleolar Pequeño/química , ARN Nucleolar Pequeño/clasificación , ARN Nucleolar Pequeño/metabolismo , ARN de Transferencia/metabolismo , ARN no Traducido/genética , Alineación de Secuencia
5.
Nucleic Acids Res ; 44(11): e110, 2016 06 20.
Artículo en Inglés | MEDLINE | ID: mdl-27098033

RESUMEN

Assigning cancer patients to the most effective treatments requires an understanding of the molecular basis of their disease. While DNA-based molecular profiling approaches have flourished over the past several years to transform our understanding of driver pathways across a broad range of tumors, a systematic characterization of key driver pathways based on RNA data has not been undertaken. Here we introduce a new approach for predicting the status of driver cancer pathways based on signature functions derived from RNA sequencing data. To identify the driver cancer pathways of interest, we mined DNA variant data from TCGA and nominated driver alterations in seven major cancer pathways in breast, ovarian and colon cancer tumors. The activation status of these driver pathways were then characterized using RNA sequencing data by constructing classification signature functions in training datasets and then testing the accuracy of the signatures in test datasets. The signature functions differentiate well tumors with nominated pathway activation from tumors with no signs of activation: average AUC equals to 0.83. Our results confirm that driver genomic alterations are distinctively displayed at the transcriptional level and that the transcriptional signatures can generally provide an alternative to DNA sequencing methods in detecting specific driver pathways.


Asunto(s)
Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica , Genómica , Neoplasias/genética , Transcriptoma , Algoritmos , Biomarcadores de Tumor , Biología Computacional/métodos , Bases de Datos Genéticas , Femenino , Marcadores Genéticos , Genómica/métodos , Humanos , Aprendizaje Automático , Masculino , Neoplasias/metabolismo , Transducción de Señal
6.
BMC Bioinformatics ; 17: 24, 2016 Jan 08.
Artículo en Inglés | MEDLINE | ID: mdl-26746786

RESUMEN

BACKGROUND: Data from a plethora of high-throughput sequencing studies is readily available to researchers, providing genetic variants detected in a variety of healthy and disease populations. While each individual cohort helps gain insights into polymorphic and disease-associated variants, a joint perspective can be more powerful in identifying polymorphisms, rare variants, disease-associations, genetic burden, somatic variants, and disease mechanisms. DESCRIPTION: We have set up a Reference Variant Store (RVS) containing variants observed in a number of large-scale sequencing efforts, such as 1000 Genomes, ExAC, Scripps Wellderly, UK10K; various genotyping studies; and disease association databases. RVS holds extensive annotations pertaining to affected genes, functional impacts, disease associations, and population frequencies. RVS currently stores 400 million distinct variants observed in more than 80,000 human samples. CONCLUSIONS: RVS facilitates cross-study analysis to discover novel genetic risk factors, gene-disease associations, potential disease mechanisms, and actionable variants. Due to its large reference populations, RVS can also be employed for variant filtration and gene prioritization. AVAILABILITY: A web interface to public datasets and annotations in RVS is available at https://rvs.u.hpc.mssm.edu/.


Asunto(s)
Bases de Datos Genéticas , Enfermedad/genética , Variación Genética , Anotación de Secuencia Molecular/métodos , Genoma Humano , Técnicas de Genotipaje , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Bases del Conocimiento , Valores de Referencia , Factores de Riesgo
8.
BMC Genomics ; 16 Suppl 8: S3, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26110593

RESUMEN

BACKGROUND: The invention of high throughput sequencing technologies has led to the discoveries of hundreds of thousands of genetic variants associated with thousands of human diseases. Many of these genetic variants are located outside the protein coding regions, and as such, it is challenging to interpret the function of these genetic variants by traditional genetic approaches. Recent genome-wide functional genomics studies, such as FANTOM5 and ENCODE have uncovered a large number of regulatory elements across hundreds of different tissues or cell lines in the human genome. These findings provide an opportunity to study the interaction between regulatory elements and disease-associated genetic variants. Identifying these diseased-related regulatory elements will shed light on understanding the mechanisms of how these variants regulate gene expression and ultimately result in disease formation and progression. RESULTS: In this study, we curated and categorized 27,558 Mendelian disease variants, 20,964 complex disease variants, 5,809 cancer predisposing germline variants, and 43,364 recurrent cancer somatic mutations. Compared against nine different types of regulatory regions from FANTOM5 and ENCODE projects, we found that different types of disease variants show distinctive propensity for particular regulatory elements. Mendelian disease variants and recurrent cancer somatic mutations are 22-fold and 10- fold significantly enriched in promoter regions respectively (q<0.001), compared with allele-frequency-matched genomic background. Separate from these two categories, cancer predisposing germline variants are 27-fold enriched in histone modification regions (q<0.001), 10-fold enriched in chromatin physical interaction regions (q<0.001), and 6-fold enriched in transcription promoters (q<0.001). Furthermore, Mendelian disease variants and recurrent cancer somatic mutations share very similar distribution across types of functional effects. We further found that regulatory regions are located within over 50% coding exon regions. Transcription promoters, methylation regions, and transcription insulators have the highest density of disease variants, with 472, 239, and 72 disease variants per one million base pairs, respectively. CONCLUSIONS: Disease-associated variants in different disease categories are preferentially located in particular regulatory elements. These results will be useful for an overall understanding about the differences among the pathogenic mechanisms of various disease-associated variants.


Asunto(s)
Enfermedad/genética , Variación Genética , Elementos Reguladores de la Transcripción , Cromatina/genética , Biología Computacional , Estudio de Asociación del Genoma Completo , Secuenciación de Nucleótidos de Alto Rendimiento , Histonas/genética , Humanos , Isoformas de Proteínas/genética
9.
Nat Methods ; 7(12): 995-1001, 2010 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-21057495

RESUMEN

Classical approaches to determine structures of noncoding RNA (ncRNA) probed only one RNA at a time with enzymes and chemicals, using gel electrophoresis to identify reactive positions. To accelerate RNA structure inference, we developed fragmentation sequencing (FragSeq), a high-throughput RNA structure probing method that uses high-throughput RNA sequencing of fragments generated by digestion with nuclease P1, which specifically cleaves single-stranded nucleic acids. In experiments probing the entire mouse nuclear transcriptome, we accurately and simultaneously mapped single-stranded RNA regions in multiple ncRNAs with known structure. We probed in two cell types to verify reproducibility. We also identified and experimentally validated structured regions in ncRNAs with, to our knowledge, no previously reported probing data.


Asunto(s)
Perfilación de la Expresión Génica/métodos , ARN/química , ARN/genética , Animales , Emparejamiento Base , Secuencia de Bases , Mapeo Cromosómico/métodos , Cartilla de ADN , Biblioteca de Genes , Histonas/genética , Humanos , Ratones , Modelos Moleculares , Datos de Secuencia Molecular , Neuronas/fisiología , Conformación de Ácido Nucleico , ARN no Traducido/química
10.
J Immunother Cancer ; 11(8)2023 08.
Artículo en Inglés | MEDLINE | ID: mdl-37607770

RESUMEN

Cisplatin-based chemotherapy has been associated with durable disease control in a small subset of patients with metastatic urothelial cancer. However, the mechanistic basis for this phenomenon has remained elusive. Antitumor immunity may underlie these exceptional responders. In a phase II trial evaluating a phased schedule of gemcitabine and cisplatin followed by gemcitabine and cisplatin with ipilimumab for metastatic urothelial cancer, 4 of 36 patients achieved durable disease-free treatment-free survival (DDFTFS) and remain in remission over 5 years after enrolment on the study. We sought to identify the genomic and immunological mechanisms associated with functional cures of such patients. Whole exome sequencing was performed on pretreatment archival tumor tissue. Neoantigen prediction and ranking were performed using a novel pipeline. For a subset of patients with available biospecimens, selected peptides were tested for neoantigen-specific T cell reactivity in peripheral blood CD4+ and CD8+ T cells cultured with autologous antigen-presenting cells at baseline, postchemotherapy, and postchemotherapy and ipilimumab timepoints. Multiplex assays of serum protein analytes were also assessed at each time point. Serum proteomic analysis revealed that pretreatment, patients achieving DDFTFS demonstrated an immune activated phenotype with elevations in TH1 adaptive immunity, costimulatory molecules, and immune checkpoint markers. After combination cisplatin-based chemotherapy and ipilimumab treatment, DDFTFS patients again displayed enrichment for markers of adaptive immunity, as well as T cell cytotoxicity. CD27 was uniquely enriched in DDFTFS patients at all timepoints. Neoantigen reactivity was not detected in any patient at baseline or post two cycles of chemotherapy. Both CD4+ and CD8+ neoantigen-specific T cell reactivity was detected in two of two DDFTFS patients in comparison to zero of five non-DDFTFS patients after combination cisplatin-based chemotherapy and ipilimumab treatment. Antitumor immunity may underlie functional cures achieved in patients with metastatic urothelial cancer treated with cisplatin-based chemotherapy and immune checkpoint blockade. Probing the mechanistic basis for DDFTFS may facilitate the identification of biomarkers, therapeutic components, and optimal treatment sequences necessary to extend this ultimate goal to a larger subset of patients.


Asunto(s)
Linfocitos T CD8-positivos , Carcinoma de Células Transicionales , Humanos , Cisplatino/uso terapéutico , Ipilimumab/uso terapéutico , Proteómica , Supervivencia sin Enfermedad , Carcinoma de Células Transicionales/tratamiento farmacológico
11.
Genome Res ; 19(9): 1630-8, 2009 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-19570905

RESUMEN

We describe an open source, portable, JavaScript-based genome browser, JBrowse, that can be used to navigate genome annotations over the web. JBrowse helps preserve the user's sense of location by avoiding discontinuous transitions, instead offering smoothly animated panning, zooming, navigation, and track selection. Unlike most existing genome browsers, where the genome is rendered into images on the webserver and the role of the client is restricted to displaying those images, JBrowse distributes work between the server and client and therefore uses significantly less server overhead than previous genome browsers. We report benchmark results empirically comparing server- and client-side rendering strategies, review the architecture and design considerations of JBrowse, and describe a simple wiki plug-in that allows users to upload and share annotation tracks.


Asunto(s)
Genoma/genética , Internet , Programas Informáticos , Animales , Biología Computacional/métodos , Sistemas de Administración de Bases de Datos , Bases de Datos Genéticas , Drosophila melanogaster/genética , Genoma de los Insectos/genética , Diseño de Software , Interfaz Usuario-Computador
12.
Clin Cancer Res ; 28(20): 4509-4520, 2022 10 14.
Artículo en Inglés | MEDLINE | ID: mdl-35998012

RESUMEN

PURPOSE: Mongolia has the world's highest incidence of hepatocellular carcinoma (HCC), with ∼100 cases/100,000 inhabitants, although the reasons for this have not been thoroughly delineated. EXPERIMENTAL DESIGN: We performed a molecular characterization of Mongolian (n = 192) compared with Western (n = 187) HCCs by RNA sequencing and whole-exome sequencing to unveil distinct genomic and transcriptomic features associated with environmental factors in this population. RESULTS: Mongolian patients were younger, with higher female prevalence, and with predominantly HBV-HDV coinfection etiology. Mongolian HCCs presented significantly higher rates of protein-coding mutations (121 vs. 70 mutations per tumor in Western), and in specific driver HCC genes (i.e., APOB and TSC2). Four mutational signatures characterized Mongolian samples, one of which was novel (SBS Mongolia) and present in 25% of Mongolian HCC cases. This signature showed a distinct substitution profile with a high proportion of T>G substitutions and was significantly associated with a signature of exposure to the environmental agent dimethyl sulfate (71%), a 2A carcinogenic associated with coal combustion. Transcriptomic-based analysis delineated three molecular clusters, two not present in Western HCC; one with a highly inflamed profile and the other significantly associated with younger female patients. CONCLUSIONS: Mongolian HCC has unique molecular traits with a high mutational burden and a novel mutational signature associated with genotoxic environmental factors present in this country.


Asunto(s)
Carcinoma Hepatocelular , Neoplasias Hepáticas , Apolipoproteínas B/genética , Carcinoma Hepatocelular/etiología , Carcinoma Hepatocelular/genética , Carbón Mineral , Femenino , Humanos , Neoplasias Hepáticas/etiología , Neoplasias Hepáticas/genética , Mongolia/epidemiología , Mutación
13.
J Endocr Soc ; 5(7): bvab087, 2021 Jul 01.
Artículo en Inglés | MEDLINE | ID: mdl-34159287

RESUMEN

Ossifying fibromas are very rare tumors that are sometimes seen as part of the hyperparathyroidism-jaw tumor syndrome (HPT-JT), which is caused by inactivating mutations of the HRPT2/CDC73 tumor suppressor gene. CDC73 mutations have been identified in a subset of sporadic cases but aberrant expression of the encoded protein, parafibromin, has not been demonstrated in ossifying fibroma. We sought to determine if loss of parafibromin regularly contributes to the development of sporadic, nonsyndromic ossifying fibroma. We examined a series of 9 ossifying fibromas, including ossifying, cemento-ossifying, and juvenile active variants, for parafibromin protein expression by immunohistochemistry and for CDC73 sequence abnormalities by Sanger sequencing and/or targeted AmpliSeq panel sequencing. Four ossifying fibromas showed a complete absence of nuclear parafibromin expression; loss of parafibromin expression was coupled with aberrant cytoplasmic parafibromin expression in 1 case. CDC73 mutations were detected in 2 cases with aberrant parafibromin expression. These results provide novel evidence, at the level of protein expression, that loss of the parathyroid CDC73/parafibromin tumor suppressor may play a role in the pathogenesis of a subset of ossifying fibromas.

14.
J Clin Endocrinol Metab ; 106(3): 826-842, 2021 03 08.
Artículo en Inglés | MEDLINE | ID: mdl-33221858

RESUMEN

CONTEXT: Pituitary corticotroph adenomas are rare tumors that can be associated with excess adrenocorticotropin (ACTH) and adrenal cortisol production, resulting in the clinically debilitating endocrine condition Cushing disease. A subset of corticotroph tumors behave aggressively, and genomic drivers behind the development of these tumors are largely unknown. OBJECTIVE: To investigate genomic drivers of corticotroph tumors at risk for aggressive behavior. DESIGN: Whole-exome sequencing of patient-matched corticotroph tumor and normal deoxyribonucleic acid (DNA) from a patient cohort enriched for tumors at risk for aggressive behavior. SETTING: Tertiary care center. PATIENTS: Twenty-seven corticotroph tumors from 22 patients were analyzed. Twelve tumors were macroadenomas, of which 6 were silent ACTH tumors, 2 were Crooke's cell tumors, and 1 was a corticotroph carcinoma. INTERVENTION: Whole-exome sequencing. MAIN OUTCOME MEASURE: Somatic mutation genomic biomarkers. RESULTS: We found recurrent somatic mutations in USP8 and TP53 genes, both with higher allelic fractions than other somatic mutations. These mutations were mutually exclusive, with TP53 mutations occurring only in USP8 wildtype (WT) tumors, indicating they may be independent driver genes. USP8-WT tumors were characterized by extensive somatic copy number variation compared with USP8-mutated tumors. Independent of molecular driver status, we found an association between invasiveness, macroadenomas, and aneuploidy. CONCLUSIONS: Our data suggest that corticotroph tumors may be categorized into a USP8-mutated, genome-stable subtype versus a USP8-WT, genome-disrupted subtype, the latter of which has a TP53-mutated subtype with high level of chromosome instability. These findings could help identify high risk corticotroph tumors, namely those with widespread CNV, that may need closer monitoring and more aggressive treatment.


Asunto(s)
Adenoma Hipofisario Secretor de ACTH/genética , Adenoma/genética , Variaciones en el Número de Copia de ADN , Endopeptidasas/genética , Complejos de Clasificación Endosomal Requeridos para el Transporte/genética , Proteína p53 Supresora de Tumor/genética , Ubiquitina Tiolesterasa/genética , Adenoma Hipofisario Secretor de ACTH/epidemiología , Adenoma Hipofisario Secretor de ACTH/patología , Adenoma/epidemiología , Adenoma/patología , Adolescente , Adulto , Estudios de Casos y Controles , Transformación Celular Neoplásica/genética , Estudios de Cohortes , Variaciones en el Número de Copia de ADN/fisiología , Femenino , Frecuencia de los Genes , Estudios de Asociación Genética , Predisposición Genética a la Enfermedad , Humanos , Masculino , Persona de Mediana Edad , Mutación , Invasividad Neoplásica , Metástasis de la Neoplasia , Secuenciación del Exoma , Adulto Joven
15.
iScience ; 24(3): 102212, 2021 Mar 19.
Artículo en Inglés | MEDLINE | ID: mdl-33733072

RESUMEN

Adenoid cystic carcinoma (ACC) is a rare cancer type that originates in the salivary glands. Tumors commonly invade along nerve tracks in the head and neck, making surgery challenging. Follow-up treatments for recurrence or metastasis including chemotherapy and targeted therapies have shown limited efficacy, emphasizing the need for new therapies. Here, we report a Drosophila-based therapeutic approach for a patient with advanced ACC disease. A patient-specific Drosophila transgenic line was developed to model the five major variants associated with the patient's disease. Robotics-based screening identified a three-drug cocktail-vorinostat, pindolol, tofacitinib-that rescued transgene-mediated lethality in the Drosophila patient-specific line. Patient treatment led to a sustained stabilization and a partial metabolic response of 12 months. Subsequent resistance was associated with new genomic amplifications and deletions. Given the lack of options for patients with ACC, our data suggest that this approach may prove useful for identifying novel therapeutic candidates.

16.
Nat Commun ; 11(1): 5210, 2020 10 15.
Artículo en Inglés | MEDLINE | ID: mdl-33060578

RESUMEN

Human insulinomas are rare, benign, slowly proliferating, insulin-producing beta cell tumors that provide a molecular "recipe" or "roadmap" for pathways that control human beta cell regeneration. An earlier study revealed abnormal methylation in the imprinted p15.5-p15.4 region of chromosome 11, known to be abnormally methylated in another disorder of expanded beta cell mass and function: the focal variant of congenital hyperinsulinism. Here, we compare deep DNA methylome sequencing on 19 human insulinomas, and five sets of normal beta cells. We find a remarkably consistent, abnormal methylation pattern in insulinomas. The findings suggest that abnormal insulin (INS) promoter methylation and altered transcription factor expression create alternative drivers of INS expression, replacing canonical PDX1-driven beta cell specification with a pathological, looping, distal enhancer-based form of transcriptional regulation. Finally, NFaT transcription factors, rather than the canonical PDX1 enhancer complex, are predicted to drive INS transactivation.


Asunto(s)
Regulación Neoplásica de la Expresión Génica , Insulina/genética , Insulina/metabolismo , Insulinoma/genética , Insulinoma/metabolismo , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/metabolismo , Adulto , Anciano , Sitios de Unión , Biología Computacional , Metilación de ADN , Femenino , Proteínas de Homeodominio/metabolismo , Humanos , Células Secretoras de Insulina/metabolismo , Masculino , Enfermedades Metabólicas/genética , Enfermedades Metabólicas/metabolismo , Persona de Mediana Edad , Regiones Promotoras Genéticas , Transactivadores/metabolismo , Factores de Transcripción/química , Factores de Transcripción/metabolismo , Adulto Joven
17.
Transl Psychiatry ; 9(1): 21, 2019 01 17.
Artículo en Inglés | MEDLINE | ID: mdl-30655504

RESUMEN

The genetic architecture of schizophrenia (SCZ) includes numerous risk loci across a range of frequencies and sizes, including common and rare single-nucleotide variants and insertions/deletions (indels), as well as rare copy number variants (CNVs). Despite the clear heritability of the disease, monozygotic twins are discordant for SCZ at a significant rate. Somatic variants-genetic changes that arise after fertilization rather than through germline inheritance-are widespread in the human brain and known to contribute to risk for both rare and common neuropsychiatric conditions. The contribution of somatic variants in the brain to risk of SCZ remains to be determined. In this study, we surveyed somatic single-nucleotide variants (sSNVs) in the brains of controls and individuals with SCZ (n = 10 and n = 9, respectively). From each individual, whole-exome sequencing (WES) was performed on DNA from neuronal and non-neuronal nuclei isolated by fluorescence activated nuclear sorting (FANS) from frozen postmortem prefrontal cortex (PFC) samples, as well as DNA extracted from temporal muscle as a reference. We identified an increased burden of sSNVs in cases compared to controls (SCZ rate = 2.78, control rate = 0.70; P = 0.0092, linear mixed effects model), that included a higher rate of non-synonymous and loss-of-function variants (SCZ rate = 1.33, control rate = 0.50; P = 0.047, linear mixed effects model). Our findings suggest sSNVs in the brain may constitute an additional component of the complex genetic architecture of SCZ. This perspective argues for the need to further investigate somatic variation in the brain as an explanation of the discordance in monozygotic twins and a potential guide to the identification of novel therapeutic targets.


Asunto(s)
Encéfalo/patología , Polimorfismo de Nucleótido Simple , Esquizofrenia/genética , Estudios de Casos y Controles , Variaciones en el Número de Copia de ADN , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Humanos , Esquizofrenia/patología , Gemelos Monocigóticos/genética , Secuenciación del Exoma
18.
Sci Adv ; 5(5): eaav6528, 2019 05.
Artículo en Inglés | MEDLINE | ID: mdl-31131321

RESUMEN

Colorectal cancer remains a leading source of cancer mortality worldwide. Initial response is often followed by emergent resistance that is poorly responsive to targeted therapies, reflecting currently undruggable cancer drivers such as KRAS and overall genomic complexity. Here, we report a novel approach to developing a personalized therapy for a patient with treatment-resistant metastatic KRAS-mutant colorectal cancer. An extensive genomic analysis of the tumor's genomic landscape identified nine key drivers. A transgenic model that altered orthologs of these nine genes in the Drosophila hindgut was developed; a robotics-based screen using this platform identified trametinib plus zoledronate as a candidate treatment combination. Treating the patient led to a significant response: Target and nontarget lesions displayed a strong partial response and remained stable for 11 months. By addressing a disease's genomic complexity, this personalized approach may provide an alternative treatment option for recalcitrant disease such as KRAS-mutant colorectal cancer.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Neoplasias Colorrectales/tratamiento farmacológico , Neoplasias Colorrectales/genética , Genes ras , Piridonas/administración & dosificación , Pirimidinonas/administración & dosificación , Ácido Zoledrónico/administración & dosificación , Animales , Neoplasias Colorrectales/patología , Progresión de la Enfermedad , Drosophila/genética , Esquema de Medicación , Ensayos de Selección de Medicamentos Antitumorales , Femenino , Genómica , Humanos , Masculino , Persona de Mediana Edad , Mutación , Metástasis de la Neoplasia , Medicina de Precisión
19.
Eur Urol ; 73(5): 751-759, 2018 05.
Artículo en Inglés | MEDLINE | ID: mdl-29248319

RESUMEN

BACKGROUND: Chemotherapy may exert immunomodulatory effects, thereby combining favorably with the immune checkpoint blockade. The pharmacodynamic effects of such combinations, and potential predictive biomarkers, remain unexplored. OBJECTIVE: To determine the safety, efficacy, and immunomodulatory effects of gemcitabine and cisplatin (GC) plus ipilimumab and explore the impact of somatic DNA damage response gene alterations on antitumor activity. DESIGN, SETTING, AND PARTICIPANTS: Multicenter single arm phase 2 study enrolling 36 chemotherapy-naïve patients with metastatic urothelial cancer. Peripheral blood flow cytometry was performed serially on all patients and whole exome sequencing of archival tumor tissue was performed on 28/36 patients. INTERVENTION: Two cycles of GC followed by four cycles of GC plus ipilimumab. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: The primary endpoint was 1-yr overall survival (OS). Secondary endpoints included safety, objective response rate, and progression-free survival. RESULTS AND LIMITATIONS: Grade ≥3 adverse events occurred in 81% of patients, the majority of which were hematologic. The objective response rate was 69% and 1-yr OS was 61% (lower bound 90% confidence interval: 51%). On exploratory analysis, there were no significant changes in the composition and frequency of circulating immune cells after GC alone. However, there was a significant expansion of circulating CD4 cells with the addition of ipilimumab which correlated with improved survival. The response rate was significantly higher in patients with deleterious somatic DNA damage response mutations (sensitivity=47.6%, specificity=100%, positive predictive value=100%, and negative predictive value=38.9%). Limitations are related to the sample size and single-arm design. CONCLUSIONS: GC+ipilimumab did not achieve the primary endpoint of a lower bound of the 90% confidence interval for 1-yr OS of >60%. However, within the context of a small single-arm trial, the results may inform current approaches combining chemotherapy plus immunotherapy from the standpoint of feasibility, appropriate cytotoxic backbones, and potential predictive biomarkers. TRIAL REGISTRATION: ClinicalTrials.gov NCT01524991. PATIENT SUMMARY: Combining chemotherapy and immune checkpoint blockade in patients with metastatic urothelial cancer is feasible. Further studies are needed to refine optimal combinations and evaluate tests that might identify patients most likely to benefit.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Carcinoma de Células Transicionales/tratamiento farmacológico , Carcinoma de Células Transicionales/genética , Mutación/genética , Neoplasias Urológicas/tratamiento farmacológico , Neoplasias Urológicas/genética , Anciano , Anciano de 80 o más Años , Carcinoma de Células Transicionales/mortalidad , Carcinoma de Células Transicionales/patología , Cisplatino/administración & dosificación , Daño del ADN/efectos de los fármacos , Análisis Mutacional de ADN , Desoxicitidina/administración & dosificación , Desoxicitidina/análogos & derivados , Supervivencia sin Enfermedad , Femenino , Humanos , Ipilimumab/administración & dosificación , Estimación de Kaplan-Meier , Masculino , Persona de Mediana Edad , Terapia Molecular Dirigida/métodos , Invasividad Neoplásica/patología , Metástasis de la Neoplasia , Estadificación de Neoplasias , Pronóstico , Estudios Prospectivos , Medición de Riesgo , Análisis de Supervivencia , Resultado del Tratamiento , Neoplasias Urológicas/mortalidad , Neoplasias Urológicas/patología , Gemcitabina
20.
Sci Rep ; 7: 39487, 2017 01 04.
Artículo en Inglés | MEDLINE | ID: mdl-28051114

RESUMEN

Chronic allograft damage, defined by interstitial fibrosis and tubular atrophy (IF/TA), is a leading cause of allograft failure. Few effective therapeutic options are available to prevent the progression of IF/TA. We applied a meta-analysis approach on IF/TA molecular datasets in Gene Expression Omnibus to identify a robust 85-gene signature, which was used for computational drug repurposing analysis. Among the top ranked compounds predicted to be therapeutic for IF/TA were azathioprine, a drug to prevent acute rejection in renal transplantation, and kaempferol and esculetin, two drugs not previously described to have efficacy for IF/TA. We experimentally validated the anti-fibrosis effects of kaempferol and esculetin using renal tubular cells in vitro and in vivo in a mouse Unilateral Ureteric Obstruction (UUO) model. Kaempferol significantly attenuated TGF-ß1-mediated profibrotic pathways in vitro and in vivo, while esculetin significantly inhibited Wnt/ß-catenin pathway in vitro and in vivo. Histology confirmed significantly abrogated fibrosis by kaempferol and esculetin in vivo. We developed an integrative computational framework to identify kaempferol and esculetin as putatively novel therapies for IF/TA and provided experimental evidence for their therapeutic activities in vitro and in vivo using preclinical models. The findings suggest that both drugs might serve as therapeutic options for IF/TA.


Asunto(s)
Aloinjertos/patología , Quempferoles/administración & dosificación , Trasplante de Riñón/efectos adversos , Riñón/efectos de los fármacos , Riñón/patología , Umbeliferonas/administración & dosificación , Animales , Línea Celular , Biología Computacional , Modelos Animales de Enfermedad , Descubrimiento de Drogas/métodos , Fibrosis , Rechazo de Injerto/tratamiento farmacológico , Humanos , Informática , Enfermedades Renales/genética , Enfermedades Renales/patología , Enfermedades Renales/cirugía , Masculino , Ratones Endogámicos BALB C , Transducción de Señal/efectos de los fármacos
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