Evidence map›Paper›PMID 25557953›Full record

ArticleGastroenterology2015

Unique genomic profile of fibrolamellar hepatocellular carcinoma.

Helena Cornella, Clara Alsinet, Sergi Sayols, Zhongyang Zhang, Ke Hao, Laia Cabellos, Yujin Hoshida, Augusto Villanueva, Swan Thung, Stephen C Ward and 16 more

Open access · bronzeAbstract read
In one paragraph

Article in Gastroenterology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 75 papers.

0numbers the graph read from it
0cells of the map it votes in
75citing papers in PubMed
17.1field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

75 citing papers in PubMed, 130 citations in OpenAlex.

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15 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

26 authors at 10 institutions in 7 countries.

Helena CornellaHCC Translational Research Laboratory, Barcelona Clinic Liver Cancer Group, Liver Unit, Pathology Department, Institut d'Investigacions Biomèdiques August Pi i Sunyer, CIBERehd, Hospital Clínic, Universitat de Barcelona, Catalonia, Spain.
Clara AlsinetHCC Translational Research Laboratory, Barcelona Clinic Liver Cancer Group, Liver Unit, Pathology Department, Institut d'Investigacions Biomèdiques August Pi i Sunyer, CIBERehd, Hospital Clínic, Universitat de Barcelona, Catalonia, Spain.
Sergi SayolsCancer Epigenetics and Biology Programme, Bellvitge Biomedical Research Institute, Barcelona, Catalonia, Spain.
Zhongyang ZhangLiver Cancer Program, Tisch Cancer Institute, Division of Liver Diseases, Department of Medicine, Recanati/Miller Transplantation Institute; Department of Pathology, Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York.
Ke HaoLiver Cancer Program, Tisch Cancer Institute, Division of Liver Diseases, Department of Medicine, Recanati/Miller Transplantation Institute; Department of Pathology, Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York.
Laia CabellosLiver Cancer Program, Tisch Cancer Institute, Division of Liver Diseases, Department of Medicine, Recanati/Miller Transplantation Institute; Department of Pathology, Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York.
Yujin HoshidaLiver Cancer Program, Tisch Cancer Institute, Division of Liver Diseases, Department of Medicine, Recanati/Miller Transplantation Institute; Department of Pathology, Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York.
Augusto VillanuevaLiver Cancer Program, Tisch Cancer Institute, Division of Liver Diseases, Department of Medicine, Recanati/Miller Transplantation Institute; Department of Pathology, Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York.
Swan ThungLiver Cancer Program, Tisch Cancer Institute, Division of Liver Diseases, Department of Medicine, Recanati/Miller Transplantation Institute; Department of Pathology, Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York.
Stephen C WardLiver Cancer Program, Tisch Cancer Institute, Division of Liver Diseases, Department of Medicine, Recanati/Miller Transplantation Institute; Department of Pathology, Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York.
Leonardo Rodriguez-CarunchioHCC Translational Research Laboratory, Barcelona Clinic Liver Cancer Group, Liver Unit, Pathology Department, Institut d'Investigacions Biomèdiques August Pi i Sunyer, CIBERehd, Hospital Clínic, Universitat de Barcelona, Catalonia, Spain.
Maria Vila-CasadesúsBioinformatics Platform, Institut d'Investigacions Biomèdiques August Pi i Sunyer, CIBERehd, Hospital Clínic, Universitat de Barcelona, Catalonia, Spain.
Sandrine ImbeaudInserm, UMR-1162, Génomique Fonctionnelle des Tumeurs Solides, IUH, Paris, France; Université Paris Descartes, Labex Immuno-oncology, Sorbonne Paris Cité, Faculté de Médecine, Paris, France.
Anja LachenmayerDepartment of General, Visceral and Pediatric Surgery, University Hospital Düsseldorf, Düsseldorf, Germany.
Alberto QuagliaInstitute of Liver Studies, Division of Transplant Immunology and Mucosal Biology, King's College Hospital, London, United Kingdom.
David M NagorneyDivision of Gastroenterologic and General Surgery, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota.
Beatriz MinguezLiver Unit, Hospital Vall d'Hebron, Barcelona, Catalonia, Spain.
Flair CarrilhoDepartment of Gastroenterology, University of São Paulo School of Medicine, São Paulo, Brazil.
Lewis R RobertsDivision of Gastroenterologic and General Surgery, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota.
Samuel WaxmanLiver Cancer Program, Tisch Cancer Institute, Division of Liver Diseases, Department of Medicine, Recanati/Miller Transplantation Institute; Department of Pathology, Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York.
Vincenzo MazzaferroGastrointestinal Surgery and Liver Transplantation Unit, National Cancer Institute, Milan, Italy.
Myron SchwartzLiver Cancer Program, Tisch Cancer Institute, Division of Liver Diseases, Department of Medicine, Recanati/Miller Transplantation Institute; Department of Pathology, Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York.
Manel EstellerCancer Epigenetics and Biology Programme, Bellvitge Biomedical Research Institute, Barcelona, Catalonia, Spain; Institució Catalana de Recerca i Estudis Avançats, Barcelona, Catalonia, Spain.
Nigel D HeatonInstitute of Liver Studies, Division of Transplant Immunology and Mucosal Biology, King's College Hospital, London, United Kingdom.
Jessica Zucman-RossiInserm, UMR-1162, Génomique Fonctionnelle des Tumeurs Solides, IUH, Paris, France; Université Paris Descartes, Labex Immuno-oncology, Sorbonne Paris Cité, Faculté de Médecine, Paris, France.
Josep M LlovetHCC Translational Research Laboratory, Barcelona Clinic Liver Cancer Group, Liver Unit, Pathology Department, Institut d'Investigacions Biomèdiques August Pi i Sunyer, CIBERehd, Hospital Clínic, Universitat de Barcelona, Catalonia, Spain; Liver Cancer Program, Tisch Cancer Institute, Division of Liver Diseases, Department of Medicine, Recanati/Miller Transplantation Institute; Department of Pathology, Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York; Institució Catalana de Recerca i Estudis Avançats, Barcelona, Catalonia, Spain. Electronic address: jmllovet@clinic.cat.
Tisch Cancer InstituteUniversitat de Barcelona · ESCancer Institute (WIA) · INInstitut d'Investigació Biomédica de Bellvitge · ESKing's College Hospital · GBMayo Clinic · USUniversité Paris Cité · FRHeinrich Heine University Düsseldorf · DEUniversidade de São Paulo · BRVall d'Hebron Hospital Universitari · ES

Funding

PILOT AND FEASIBILTY PROGRAMP30DK084567 · NIDDK · MAYO CLINIC ROCHESTER · PI GREGORY J. GORES · 2009 to 2026
$22.2M
THE ROLE OF ICSBP IN MUCOSAL IMMUNE RESPONSEP01DK072201 · NIDDK · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI HARPAZ, NOAM · 2006 to 2015
$14.6M
Molecular Prognostic Indicators in Liver Cirrhosis and CancerR01DK099558 · NIDDK · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI HOSHIDA, YUJIN · 2013 to 2016
$2.6M
Regulation of the Tumor Microenvironment in Hepatocellular CarcinomaR01CA165076 · NCI · MAYO CLINIC ROCHESTER · PI FERNANDEZ-ZAPICO, MARTIN ERNESTO, ROBERTS, LEWIS R · 2012 to 2016
$2.0M
Integrative genomic analysis in hepatocellular carcinomaR01DK076986 · NIDDK · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI LLOVET, JOSEP M · 2007 to 2011
$1.3M
NCI NIH HHS R01 CA165076NCI NIH HHS R01CA165076NIDDK NIH HHS 1R01DK076986NIDDK NIH HHS P01 DK072201NIDDK NIH HHS P01/DK072201NIDDK NIH HHS P30 DK084567NIDDK NIH HHS P30DK084567NIDDK NIH HHS R01 DK076986NIDDK NIH HHS R01 DK099558
6 · The paper itself

Abstract

BACKGROUND &

aimsFibrolamellar hepatocellular carcinoma (FLC) is a rare primary hepatic cancer that develops in children and young adults without cirrhosis. Little is known about its pathogenesis, and it can be treated only with surgery. We performed an integrative genomic analysis of a large series of patients with FLC to identify associated genetic factors.

methodsBy using 78 clinically annotated FLC samples, we performed whole-transcriptome (n = 58), single-nucleotide polymorphism array (n = 41), and next-generation sequencing (n = 48) analyses; we also assessed the prevalence of the DNAJB1-PRKACA fusion transcript associated with this cancer (n = 73). We performed class discovery using non-negative matrix factorization, and functional annotation using gene-set enrichment analyses, nearest template prediction, ingenuity pathway analyses, and immunohistochemistry. The genomic identification of significant targets in a cancer algorithm was used to identify chromosomal aberrations, MuTect and VarScan2 were used to identify somatic mutations, and the random survival forest was used to determine patient prognoses. Findings were validated in an independent cohort.

resultsUnsupervised gene expression clustering showed 3 robust molecular classes of tumors: the proliferation class (51% of samples) had altered expression of genes that regulate proliferation and mammalian target of rapamycin signaling activation; the inflammation class (26% of samples) had altered expression of genes that regulate inflammation and cytokine enriched production; and the unannotated class (23% of samples) had a gene expression signature that was not associated previously with liver tumors. Expression of genes that regulate neuroendocrine function, as well as histologic markers of cholangiocytes and hepatocytes, were detected in all 3 classes. FLCs had few copy number variations; the most frequent were focal amplification at 8q24.3 (in 12.5% of samples), and deletions at 19p13 (in 28% of samples) and 22q13.32 (in 25% of samples). The DNAJB1-PRKACA fusion transcript was detected in 79% of samples. FLC samples also contained mutations in cancer-related genes such as BRCA2 (in 4.2% of samples), which are uncommon in liver neoplasms. However, FLCs did not contain mutations most commonly detected in liver cancers. We identified an 8-gene signature that predicted survival of patients with FLC.

conclusionsIn a genomic analysis of 78 FLC samples, we identified 3 classes based on gene expression profiles. FLCs contain mutations and chromosomal aberrations not previously associated with liver cancer, and almost 80% contain the DNAJB1-PRKACA fusion transcript. By using this information, we identified a gene signature that is associated with patient survival time.

Indexed as

AdolescentAdultAgedCarcinoma, HepatocellularCell ProliferationChildChromosome AberrationsCluster AnalysisCyclic AMP-Dependent Protein Kinase Catalytic SubunitsDNA Copy Number VariationsFemaleGene Expression Regulation, NeoplasticGenomeHSP40 Heat-Shock ProteinsHumansInflammationCyclic AMP-Dependent Protein Kinase Catalytic SubunitsDNAJB1 protein, humanHSP40 Heat-Shock ProteinsPRKACA protein, humanGenomic ProfilingMolecular ClassificationOutcomeTargeted Therapies

Identifiers

PMID25557953
PMCPMC4521774
OpenAlexW2015361583

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