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1.
Sci Adv ; 9(11): eadd3243, 2023 03 15.
Article in English | MEDLINE | ID: mdl-36930718

ABSTRACT

HDAC3 is one of the main targets of histone deacetylase (HDAC) inhibitors in clinical development as cancer therapies, yet the in vivo role of HDAC3 in solid tumors is unknown. We identified a critical role for HDAC3 in Kras-mutant lung cancer. Using genetically engineered mouse models (GEMMs), we found that HDAC3 is required for lung tumor growth in vivo. HDAC3 was found to direct and enhance the transcription effects of the lung cancer lineage transcription factor NKX2-1 to mediate expression of a common set of target genes. We identified FGFR1 as a critical previously unidentified target of HDAC3. Leveraging this, we identified that an HDAC3-dependent transcriptional cassette becomes hyperactivated as Kras/LKB1-mutant cells develop resistance to the MEK inhibitor trametinib, and this can be reversed by treatment with the HDAC1/HDAC3 inhibitor entinostat. We found that the combination of entinostat plus trametinib treatment elicits therapeutic benefit in the Kras/LKB1 GEMM.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Histone Deacetylases , Lung Neoplasms , Animals , Mice , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , Drug Resistance, Neoplasm/genetics , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Pyridines , Histone Deacetylases/genetics
2.
Sci Adv ; 5(7): eaaw6455, 2019 07.
Article in English | MEDLINE | ID: mdl-31355336

ABSTRACT

The LKB1 tumor suppressor is often mutationally inactivated in non-small cell lung cancer (NSCLC). LKB1 phosphorylates and activates members of the AMPK family of Ser/Thr kinases. Within this family, the salt-inducible kinases (SIKs) modulate gene expression in part via the inhibitory phosphorylation of the CRTCs, coactivators for CREB (cAMP response element-binding protein). The loss of LKB1 causes SIK inactivation and the induction of the CRTCs, leading to the up-regulation of CREB target genes. We identified CRTC2 as a critical factor in LKB1-deficient NSCLC. CRTC2 is unphosphorylated and therefore constitutively activated in LKB1-mutant NSCLC, where it promotes tumor growth, in part via the induction of the inhibitor of DNA binding 1 (ID1), a bona fide CREB target gene. As ID1 expression is up-regulated and confers poor prognosis in LKB1-deficient NSCLC, our results suggest that small molecules that inhibit CRTC2 and ID1 activity may provide therapeutic benefit to individuals with NSCLC.


Subject(s)
Carcinogenesis/metabolism , Carcinoma, Non-Small-Cell Lung/genetics , Cyclic AMP Response Element-Binding Protein/metabolism , Lung Neoplasms/genetics , Mutation/genetics , Protein Serine-Threonine Kinases/genetics , Transcription Factors/metabolism , AMP-Activated Protein Kinase Kinases , Adenocarcinoma of Lung/genetics , Adenocarcinoma of Lung/pathology , Animals , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , Cell Proliferation , Female , Gene Expression Regulation, Neoplastic , Humans , Inhibitor of Differentiation Protein 1/metabolism , Lung Neoplasms/pathology , Mice, SCID , Prognosis , Signal Transduction
3.
Cancer Discov ; 9(11): 1606-1627, 2019 11.
Article in English | MEDLINE | ID: mdl-31350328

ABSTRACT

Mutations in the LKB1 (also known as STK11) tumor suppressor are the third most frequent genetic alteration in non-small cell lung cancer (NSCLC). LKB1 encodes a serine/threonine kinase that directly phosphorylates and activates 14 AMPK family kinases ("AMPKRs"). The function of many of the AMPKRs remains obscure, and which are most critical to the tumor-suppressive function of LKB1 remains unknown. Here, we combine CRISPR and genetic analysis of the AMPKR family in NSCLC cell lines and mouse models, revealing a surprising critical role for the SIK subfamily. Conditional genetic loss of Sik1 revealed increased tumor growth in mouse models of Kras-dependent lung cancer, which was further enhanced by loss of the related kinase Sik3. As most known substrates of the SIKs control transcription, gene-expression analysis was performed, revealing upregulation of AP1 and IL6 signaling in common between LKB1- and SIK1/3-deficient tumors. The SIK substrate CRTC2 was required for this effect, as well as for proliferation benefits from SIK loss. SIGNIFICANCE: The tumor suppressor LKB1/STK11 encodes a serine/threonine kinase frequently inactivated in NSCLC. LKB1 activates 14 downstream kinases in the AMPK family controlling growth and metabolism, although which kinases are critical for LKB1 tumor-suppressor function has remained an enigma. Here we unexpectedly found that two understudied kinases, SIK1 and SIK3, are critical targets in lung cancer.This article is highlighted in the In This Issue feature, p. 1469.


Subject(s)
Carcinoma, Non-Small-Cell Lung/pathology , Lung Neoplasms/pathology , Protein Serine-Threonine Kinases/metabolism , A549 Cells , AMP-Activated Protein Kinase Kinases , AMP-Activated Protein Kinases , Animals , CRISPR-Cas Systems , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/metabolism , Cell Line, Tumor , Gene Editing , Gene Expression Regulation, Neoplastic , Humans , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Mice , Neoplasm Transplantation , Protein Kinases/genetics , Protein Serine-Threonine Kinases/genetics , Proto-Oncogene Proteins p21(ras)/genetics , Signal Transduction , Tumor Burden
4.
Cell Metab ; 29(2): 285-302.e7, 2019 02 05.
Article in English | MEDLINE | ID: mdl-30415923

ABSTRACT

AMPK, a conserved sensor of low cellular energy, can either repress or promote tumor growth depending on the context. However, no studies have examined AMPK function in autochthonous genetic mouse models of epithelial cancer. Here, we examine the role of AMPK in murine KrasG12D-mediated non-small-cell lung cancer (NSCLC), a cancer type in humans that harbors frequent inactivating mutations in the LKB1 tumor suppressor-the predominant upstream activating kinase of AMPK and 12 related kinases. Unlike LKB1 deletion, AMPK deletion in KrasG12D lung tumors did not accelerate lung tumor growth. Moreover, deletion of AMPK in KrasG12D p53f/f tumors reduced lung tumor burden. We identified a critical role for AMPK in regulating lysosomal gene expression through the Tfe3 transcription factor, which was required to support NSCLC growth. Thus, AMPK supports the growth of KrasG12D-dependent lung cancer through the induction of lysosomes, highlighting an unrecognized liability of NSCLC.


Subject(s)
AMP-Activated Protein Kinases/physiology , Basic Helix-Loop-Helix Leucine Zipper Transcription Factors/metabolism , Carcinoma, Non-Small-Cell Lung/metabolism , Lung Neoplasms/metabolism , AMP-Activated Protein Kinases/genetics , Animals , Cell Line, Tumor , Loss of Function Mutation , Mice
5.
Nat Med ; 22(10): 1108-1119, 2016 10.
Article in English | MEDLINE | ID: mdl-27643638

ABSTRACT

Continuous de novo fatty acid synthesis is a common feature of cancer that is required to meet the biosynthetic demands of a growing tumor. This process is controlled by the rate-limiting enzyme acetyl-CoA carboxylase (ACC), an attractive but traditionally intractable drug target. Here we provide genetic and pharmacological evidence that in preclinical models ACC is required to maintain the de novo fatty acid synthesis needed for growth and viability of non-small-cell lung cancer (NSCLC) cells. We describe the ability of ND-646-an allosteric inhibitor of the ACC enzymes ACC1 and ACC2 that prevents ACC subunit dimerization-to suppress fatty acid synthesis in vitro and in vivo. Chronic ND-646 treatment of xenograft and genetically engineered mouse models of NSCLC inhibited tumor growth. When administered as a single agent or in combination with the standard-of-care drug carboplatin, ND-646 markedly suppressed lung tumor growth in the Kras;Trp53-/- (also known as KRAS p53) and Kras;Stk11-/- (also known as KRAS Lkb1) mouse models of NSCLC. These findings demonstrate that ACC mediates a metabolic liability of NSCLC and that ACC inhibition by ND-646 is detrimental to NSCLC growth, supporting further examination of the use of ACC inhibitors in oncology.


Subject(s)
Acetyl-CoA Carboxylase/antagonists & inhibitors , Carcinoma, Non-Small-Cell Lung/metabolism , Cell Proliferation/drug effects , Enzyme Inhibitors/pharmacology , Fatty Acids/biosynthesis , Lipid Metabolism/drug effects , Lung Neoplasms/metabolism , Pyrimidinones/pharmacology , Thiophenes/pharmacology , AMP-Activated Protein Kinases , Acetyltransferases/antagonists & inhibitors , Allosteric Regulation , Animals , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Cell Proliferation/genetics , Humans , Lipid Metabolism/genetics , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Mice , Mice, Knockout , Molecular Targeted Therapy , Protein Serine-Threonine Kinases/genetics , Proto-Oncogene Proteins p21(ras)/genetics , Tumor Suppressor Protein p53/genetics , Xenograft Model Antitumor Assays
6.
Genes Dev ; 30(5): 535-52, 2016 Mar 01.
Article in English | MEDLINE | ID: mdl-26944679

ABSTRACT

Faithful execution of developmental programs relies on the acquisition of unique cell identities from pluripotent progenitors, a process governed by combinatorial inputs from numerous signaling cascades that ultimately dictate lineage-specific transcriptional outputs. Despite growing evidence that metabolism is integrated with many molecular networks, how pathways that control energy homeostasis may affect cell fate decisions is largely unknown. Here, we show that AMP-activated protein kinase (AMPK), a central metabolic regulator, plays critical roles in lineage specification. Although AMPK-deficient embryonic stem cells (ESCs) were normal in the pluripotent state, these cells displayed profound defects upon differentiation, failing to generate chimeric embryos and preferentially adopting an ectodermal fate at the expense of the endoderm during embryoid body (EB) formation. AMPK(-/-) EBs exhibited reduced levels of Tfeb, a master transcriptional regulator of lysosomes, leading to diminished endolysosomal function. Remarkably, genetic loss of Tfeb also yielded endodermal defects, while AMPK-null ESCs overexpressing this transcription factor normalized their differential potential, revealing an intimate connection between Tfeb/lysosomes and germ layer specification. The compromised endolysosomal system resulting from AMPK or Tfeb inactivation blunted Wnt signaling, while up-regulating this pathway restored expression of endodermal markers. Collectively, these results uncover the AMPK pathway as a novel regulator of cell fate determination during differentiation.


Subject(s)
AMP-Activated Protein Kinases/metabolism , Basic Helix-Loop-Helix Leucine Zipper Transcription Factors/metabolism , Cell Differentiation , Cell Lineage/genetics , Gene Expression Regulation, Developmental , Lysosomes/metabolism , AMP-Activated Protein Kinases/genetics , Animals , Basic Helix-Loop-Helix Leucine Zipper Transcription Factors/genetics , Embryonic Stem Cells , Endoderm/pathology , Mice , Mutation , Signal Transduction/genetics , Wnt Signaling Pathway/genetics
7.
Mol Cell Biol ; 34(23): 4232-43, 2014 Dec 01.
Article in English | MEDLINE | ID: mdl-25246633

ABSTRACT

The tyrosine kinase receptor ERBB2 is required for normal development of the heart and is a potent oncogene in breast epithelium. Trastuzumab, a monoclonal antibody targeting ERBB2, improves the survival of breast cancer patients, but cardiac dysfunction is a major side effect of the drug. The molecular mechanisms underlying how ERBB2 regulates cardiac function and why trastuzumab is cardiotoxic remain poorly understood. We show here that ERBB2 hypomorphic mice develop cardiac dysfunction that mimics the side effects observed in patients treated with trastuzumab. We demonstrate that this phenotype is related to the critical role played by ERBB2 in cardiac homeostasis and physiological hypertrophy. Importantly, genetic and therapeutic reduction of ERBB2 activity in mice, as well as ablation of ERBB2 signaling by trastuzumab or siRNAs in human cardiomyocytes, led to the identification of an impaired E2F-1-dependent genetic program critical for the cardiac adaptive stress response. These findings demonstrate the existence of a previously unknown mechanistic link between ERBB2 and E2F-1 transcriptional activity in heart physiology and trastuzumab-induced cardiac dysfunction.


Subject(s)
Adaptation, Physiological , Antibodies, Monoclonal, Humanized/adverse effects , Antineoplastic Agents/adverse effects , Cardiomegaly/genetics , E2F1 Transcription Factor/biosynthesis , Myocytes, Cardiac/drug effects , Receptor, ErbB-2/genetics , Stress, Physiological , Animals , Antibodies, Monoclonal, Humanized/pharmacology , Antineoplastic Agents/pharmacology , Cells, Cultured , Doxorubicin/adverse effects , Doxorubicin/pharmacology , E2F1 Transcription Factor/genetics , E2F1 Transcription Factor/metabolism , Echocardiography , Fibrosis , Gene Expression Profiling , Gene Knock-In Techniques , Heart/growth & development , Humans , Mice , RNA Interference , RNA, Small Interfering , Receptor, ErbB-2/immunology , Signal Transduction/genetics , Stroke Volume/genetics , Trastuzumab
8.
Cell Metab ; 20(1): 26-40, 2014 Jul 01.
Article in English | MEDLINE | ID: mdl-24794975

ABSTRACT

Metabolic homeostasis requires that cellular energy levels are adapted to environmental cues. This adaptation is largely regulated at the transcriptional level, through the interaction between transcription factors, coregulators, and the basal transcriptional machinery. Coregulators, which function as both metabolic sensors and transcriptional effectors, are ideally positioned to synchronize metabolic pathways to environmental stimuli. The balance between inhibitory actions of corepressors and stimulatory effects of coactivators enables the fine-tuning of metabolic processes. This tight regulation opens therapeutic opportunities to manage metabolic dysfunction by directing the activity of cofactors toward specific transcription factors, pathways, or cells/tissues, thereby restoring whole-body metabolic homeostasis.


Subject(s)
Energy Metabolism , Nuclear Receptor Coactivators/metabolism , Animals , Histone Deacetylases/metabolism , Humans , Mitochondria/metabolism , Nuclear Receptor Coactivators/chemistry , Nuclear Receptor Coactivators/genetics , Peroxisome Proliferator-Activated Receptors/metabolism , Retinoblastoma Protein/metabolism , Signal Transduction , Transcription Factors/chemistry , Transcription Factors/genetics , Transcription Factors/metabolism
9.
Cell Metab ; 17(4): 586-98, 2013 Apr 02.
Article in English | MEDLINE | ID: mdl-23562079

ABSTRACT

mTOR and ERRα are key regulators of common metabolic processes, including lipid homeostasis. However, it is currently unknown whether these factors cooperate in the control of metabolism. ChIP-sequencing analyses of mouse liver reveal that mTOR occupies regulatory regions of genes on a genome-wide scale including enrichment at genes shared with ERRα that are involved in the TCA cycle and lipid biosynthesis. Genetic ablation of ERRα and rapamycin treatment, alone or in combination, alter the expression of these genes and induce the accumulation of TCA metabolites. As a consequence, both genetic and pharmacological inhibition of ERRα activity exacerbates hepatic hyperlipidemia observed in rapamycin-treated mice. We further show that mTOR regulates ERRα activity through ubiquitin-mediated degradation via transcriptional control of the ubiquitin-proteasome pathway. Our work expands the role of mTOR action in metabolism and highlights the existence of a potent mTOR/ERRα regulatory axis with significant clinical impact.


Subject(s)
Fatty Liver/metabolism , Receptors, Estrogen/metabolism , TOR Serine-Threonine Kinases/metabolism , Animals , Chromatin Immunoprecipitation , Citric Acid Cycle/physiology , Fatty Liver/chemically induced , Fatty Liver/pathology , Gene Regulatory Networks , HeLa Cells , High-Throughput Nucleotide Sequencing , Humans , Lipid Metabolism/physiology , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Non-alcoholic Fatty Liver Disease , Proteasome Endopeptidase Complex/metabolism , Protein Interaction Maps , Receptors, Estrogen/deficiency , Receptors, Estrogen/genetics , Signal Transduction/drug effects , Sirolimus/toxicity , TOR Serine-Threonine Kinases/genetics , Transcription, Genetic/drug effects , Ubiquitin/metabolism , ERRalpha Estrogen-Related Receptor
10.
PLoS Genet ; 7(6): e1002143, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21731503

ABSTRACT

Metabolic homeostasis and circadian rhythms are closely intertwined biological processes. Nuclear receptors, as sensors of hormonal and nutrient status, are actively implicated in maintaining this physiological relationship. Although the orphan nuclear receptor estrogen-related receptor α (ERRα, NR3B1) plays a central role in the control of energy metabolism and its expression is known to be cyclic in the liver, its role in temporal control of metabolic networks is unknown. Here we report that ERRα directly regulates all major components of the molecular clock. ERRα-null mice also display deregulated locomotor activity rhythms and circadian period lengths under free-running conditions, as well as altered circulating diurnal bile acid and lipid profiles. In addition, the ERRα-null mice exhibit time-dependent hypoglycemia and hypoinsulinemia, suggesting a role for ERRα in modulating insulin sensitivity and glucose handling during the 24-hour light/dark cycle. We also provide evidence that the newly identified ERRα corepressor PROX1 is implicated in rhythmic control of metabolic outputs. To help uncover the molecular basis of these phenotypes, we performed genome-wide location analyses of binding events by ERRα, PROX1, and BMAL1, an integral component of the molecular clock. These studies revealed the existence of transcriptional regulatory loops among ERRα, PROX1, and BMAL1, as well as extensive overlaps in their target genes, implicating these three factors in the control of clock and metabolic gene networks in the liver. Genomic convergence of ERRα, PROX1, and BMAL1 transcriptional activity thus identified a novel node in the molecular circuitry controlling the daily timing of metabolic processes.


Subject(s)
Homeodomain Proteins/metabolism , Liver/metabolism , Receptors, Estrogen/metabolism , Tumor Suppressor Proteins/metabolism , ARNTL Transcription Factors/genetics , ARNTL Transcription Factors/metabolism , Animals , Bile Acids and Salts/blood , Blood Glucose/analysis , Blotting, Western , CLOCK Proteins/metabolism , COS Cells , Chlorocebus aethiops , Cholesterol/blood , Circadian Rhythm , Gene Expression Profiling , Gene Expression Regulation , Gluconeogenesis , Glycolysis , Hep G2 Cells , Homeodomain Proteins/genetics , Homeostasis , Humans , Insulin/blood , Liver/cytology , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Motor Activity , Photoperiod , Promoter Regions, Genetic , Protein Binding , RNA Interference , Receptors, Estrogen/genetics , Triglycerides/blood , Tumor Suppressor Proteins/genetics , ERRalpha Estrogen-Related Receptor
11.
Mitochondrion ; 11(4): 544-52, 2011 Jul.
Article in English | MEDLINE | ID: mdl-21497207

ABSTRACT

Mitochondrial dysfunction contributes to the etiology of numerous diseases. Consequently, improving our knowledge of how to modulate mitochondrial activity is of considerable interest. One means to achieve this goal would be to control in a global and comprehensive manner the expression of most if not all nuclear encoded mitochondrial genes. The advent of genome-wide location analysis of transcription factor occupancy coupled with functional studies in cell and animal models has recently shown that three transcription factors possess this unique attribute. Unexpectedly, these factors are orphan members of the superfamily of nuclear receptors known as estrogen-related receptors (ERRs) α, ß and γ. In this review, we will integrate current knowledge gathered through several functional and physiological genomic studies to provide persuasive evidence that the ERRs are indeed master regulators of mitochondrial biogenesis and function.


Subject(s)
Gene Regulatory Networks , Genes, Mitochondrial , Mitochondria/genetics , Orphan Nuclear Receptors/metabolism , Receptors, Estrogen/metabolism , Animals , Cell Nucleus/genetics , Gene Expression Regulation , Mice , Mice, Knockout , MicroRNAs/metabolism , Mitochondria/metabolism , Mitochondrial Diseases/genetics , Mitochondrial Diseases/metabolism , Phenotype , Protein Isoforms/genetics , Protein Isoforms/metabolism , Protein Processing, Post-Translational , Receptors, Estrogen/genetics
12.
Cell Metab ; 12(4): 352-361, 2010 Oct 06.
Article in English | MEDLINE | ID: mdl-20889127

ABSTRACT

Cancer cell metabolism is often characterized by a shift from an oxidative to a glycolytic bioenergetics pathway, a phenomenon known as the Warburg effect. miR-378(∗) is embedded within PPARGC1b which encodes PGC-1ß, a transcriptional regulator of oxidative energy metabolism. Here we show that miR-378(∗) expression is regulated by ERBB2 and induces a metabolic shift in breast cancer cells. miR-378(∗) performs this function by inhibiting the expression of two PGC-1ß partners, ERRγ and GABPA, leading to a reduction in tricarboxylic acid cycle gene expression and oxygen consumption as well as an increase in lactate production and in cell proliferation. In situ hybridization experiments show that miR-378(∗) expression correlates with progression of human breast cancer. These results identify miR-378(∗) as a molecular switch involved in the orchestration of the Warburg effect in breast cancer cells via interference with a well-integrated bioenergetics transcriptional pathway.


Subject(s)
Breast Neoplasms/metabolism , Carrier Proteins/metabolism , Energy Metabolism/genetics , MicroRNAs/physiology , Receptors, Estrogen/metabolism , Transcription, Genetic , Breast Neoplasms/pathology , Cell Line, Tumor , Disease Progression , Female , Gene Expression Regulation, Neoplastic , Humans , MicroRNAs/genetics , RNA-Binding Proteins , Receptors, Estrogen/antagonists & inhibitors
13.
Genes Dev ; 24(6): 537-42, 2010 Mar 15.
Article in English | MEDLINE | ID: mdl-20194433

ABSTRACT

Estrogen-related receptor alpha (ERRalpha) and proliferator-activated receptor gamma coactivator-1alpha (PGC-1alpha) play central roles in the transcriptional control of energy homeostasis, but little is known about factors regulating their activity. Here we identified the homeobox protein prospero-related homeobox 1 (Prox1) as one such factor. Prox1 interacts with ERRalpha and PGC-1alpha, occupies promoters of metabolic genes on a genome-wide scale, and inhibits the activity of the ERRalpha/PGC-1alpha complex. DNA motif analysis suggests that Prox1 interacts with the genome through tethering to ERRalpha and other factors. Importantly, ablation of Prox1 and ERRalpha have opposite effects on the respiratory capacity of liver cells, revealing an unexpected role for Prox1 in the control of energy homeostasis.


Subject(s)
Energy Metabolism , Homeodomain Proteins/metabolism , Receptors, Estrogen/metabolism , Trans-Activators/metabolism , Tumor Suppressor Proteins/metabolism , Animals , Gene Expression Regulation , Genome-Wide Association Study , Hep G2 Cells , Homeodomain Proteins/genetics , Liver/metabolism , Male , Mice , Mice, Inbred C57BL , Peroxisome Proliferator-Activated Receptor Gamma Coactivator 1-alpha , Receptors, Estrogen/genetics , Regulon/genetics , Trans-Activators/genetics , Transcription Factors , Tumor Suppressor Proteins/genetics , ERRalpha Estrogen-Related Receptor
14.
BMC Genomics ; 9: 246, 2008 May 23.
Article in English | MEDLINE | ID: mdl-18501003

ABSTRACT

BACKGROUND: : Expression levels of mRNA and protein by cell types exhibit a range of correlations for different genes. In this study, we compared levels of mRNA abundance for several cluster designation (CD) genes determined by gene arrays using magnetic sorted and laser-capture microdissected human prostate cells with levels of expression of the respective CD proteins determined by immunohistochemical staining in the major cell types of the prostate - basal epithelial, luminal epithelial, stromal fibromuscular, and endothelial - and for prostate precursor/stem cells and prostate carcinoma cells. Immunohistochemical stains of prostate tissues from more than 50 patients were scored for informative CD antigen expression and compared with cell-type specific transcriptomes. RESULTS: : Concordance between gene and protein expression findings based on 'present' vs. 'absent' calls ranged from 46 to 68%. Correlation of expression levels was poor to moderate (Pearson correlations ranged from 0 to 0.63). Divergence between the two data types was most frequently seen for genes whose array signals exceeded background (> 50) but lacked immunoreactivity by immunostaining. This could be due to multiple factors, e.g. low levels of protein expression, technological sensitivities, sample processing, probe set definition or anatomical origin of tissue and actual biological differences between transcript and protein abundance. CONCLUSION: : Agreement between these two very different methodologies has great implications for their respective use in both molecular studies and clinical trials employing molecular biomarkers.


Subject(s)
Antigens, CD/genetics , Antigens, CD/metabolism , Prostate/immunology , Prostate/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , Adult Stem Cells/immunology , Adult Stem Cells/metabolism , Cell Separation , Endothelial Cells/immunology , Endothelial Cells/metabolism , Epithelial Cells/immunology , Epithelial Cells/metabolism , Gene Expression , Gene Expression Profiling , Humans , Immunohistochemistry , Male , Oligonucleotide Array Sequence Analysis , Prostate/cytology , Prostatic Neoplasms/genetics , Prostatic Neoplasms/immunology , Prostatic Neoplasms/metabolism , RNA, Neoplasm/genetics , RNA, Neoplasm/metabolism , Stromal Cells/immunology , Stromal Cells/metabolism
15.
OMICS ; 10(2): 205-8, 2006.
Article in English | MEDLINE | ID: mdl-16901227

ABSTRACT

We describe the creation process of the Minimum Information Specification for In Situ Hybridization and Immunohistochemistry Experiments (MISFISHIE). Modeled after the existing minimum information specification for microarray data, we created a new specification for gene expression localization experiments, initially to facilitate data sharing within a consortium. After successful use within the consortium, the specification was circulated to members of the wider biomedical research community for comment and refinement. After a period of acquiring many new suggested requirements, it was necessary to enter a final phase of excluding those requirements that were deemed inappropriate as a minimum requirement for all experiments. The full specification will soon be published as a version 1.0 proposal to the community, upon which a more full discussion must take place so that the final specification may be achieved with the involvement of the whole community.


Subject(s)
Computational Biology/standards , Immunohistochemistry/standards , In Situ Hybridization/standards , Computational Biology/methods , Immunohistochemistry/methods , In Situ Hybridization/methods
16.
BMC Cancer ; 5: 86, 2005 Jul 22.
Article in English | MEDLINE | ID: mdl-16042785

ABSTRACT

BACKGROUND: Affymetrix GeneChip Array and Massively Parallel Signature Sequencing (MPSS) are two high throughput methodologies used to profile transcriptomes. Each method has certain strengths and weaknesses; however, no comparison has been made between the data derived from Affymetrix arrays and MPSS. In this study, two lineage-related prostate cancer cell lines, LNCaP and C4-2, were used for transcriptome analysis with the aim of identifying genes associated with prostate cancer progression. METHODS: Affymetrix GeneChip array and MPSS analyses were performed. Data was analyzed with GeneSpring 6.2 and in-house perl scripts. Expression array results were verified with RT-PCR. RESULTS: Comparison of the data revealed that both technologies detected genes the other did not. In LNCaP, 3,180 genes were only detected by Affymetrix and 1,169 genes were only detected by MPSS. Similarly, in C4-2, 4,121 genes were only detected by Affymetrix and 1,014 genes were only detected by MPSS. Analysis of the combined transcriptomes identified 66 genes unique to LNCaP cells and 33 genes unique to C4-2 cells. Expression analysis of these genes in prostate cancer specimens showed CA1 to be highly expressed in bone metastasis but not expressed in primary tumor and EPHA7 to be expressed in normal prostate and primary tumor but not bone metastasis. CONCLUSION: Our data indicates that transcriptome profiling with a single methodology will not fully assess the expression of all genes in a cell line. A combination of transcription profiling technologies such as DNA array and MPSS provides a more robust means to assess the expression profile of an RNA sample. Finally, genes that were differentially expressed in cell lines were also differentially expressed in primary prostate cancer and its metastases.


Subject(s)
Gene Expression Regulation, Neoplastic , Oligonucleotide Array Sequence Analysis/methods , Prostatic Neoplasms/pathology , Cell Line, Tumor , Computational Biology , Disease Progression , Gene Expression Profiling , Humans , Male , Models, Statistical , Prostatic Neoplasms/diagnosis , Reverse Transcriptase Polymerase Chain Reaction , Software , Transcription, Genetic
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