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1.
Sci Rep ; 9(1): 14863, 2019 10 16.
Article in English | MEDLINE | ID: mdl-31619719

ABSTRACT

We developed a test to predict which patients will achieve pathological complete response (pCR) to neoadjuvant chemotherapy (NAC) and which will have residual disease (RD). Gene expression data from pretreatment biopsies of patients with all breast cancer subtypes were combined into a 519-patient cohort containing 177 TNBC patients. Two RNA classifiers of 16 genes each were sequentially applied to the total cohort, classifying patients into 3 distinct classes. The test performance was further validated in an independent 304-patient cohort. The test accurately identified 70.5% (79/112) of pCR and 83.5% (340/407) of RD patients in the total population, and 75.0% (45/60) of pCR and 75.2% (88/117) of RD patients in the TNBC subset. For the independent cohort, the test identified 91.5% RD patients in the total population and 86.2% RD patients in the TNBC subset. However, the identification of pCR in both total and TNBC population are as low as 21.1% and 30%, respectively. The TNBC RD patients were subdivided by our classifiers, with one class showing significantly higher levels of Ki67 expression and having significantly poorer survival rates than the other classes. This stratification of patients may allow predicted residual disease classes to be assigned an alternative therapy.


Subject(s)
Gene Expression Regulation, Neoplastic , Neoadjuvant Therapy/methods , RNA, Neoplasm/genetics , Receptor, ErbB-2/genetics , Triple Negative Breast Neoplasms/diagnosis , Triple Negative Breast Neoplasms/drug therapy , Adult , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Female , Gene Expression Profiling , Humans , Middle Aged , Neoplasm, Residual , Prognosis , RNA, Neoplasm/metabolism , Receptor, ErbB-2/metabolism , Recurrence , Remission Induction , Research Design , Survival Analysis , Triple Negative Breast Neoplasms/genetics , Triple Negative Breast Neoplasms/mortality
2.
Dis Markers ; 2019: 1940347, 2019.
Article in English | MEDLINE | ID: mdl-31217830

ABSTRACT

BACKGROUND: With the development of new drug combinations and targeted treatments for multiple types of cancer, the ability to stratify categories of patient populations and to develop companion diagnostics has become increasingly important. A panel of 325 RNA biomarkers was selected based on cancer-related biological processes of healthy cells and gene expression changes over time during nonmalignant epithelial cell organization. This "cancer in reverse" approach resulted in a panel of biomarkers relevant for at least 7 cancer types, providing gene expression profiles representing key cellular signaling pathways beyond mutations in "driver genes." Objective. To further investigate this biomarker panel, the objective of the current study is to (1) validate the assay reproducibility for the 325 RNA biomarkers and (2) compare gene expression profiles side by side using two technology platforms. METHODS AND RESULTS: We have mapped the 325 RNA transcripts and in a custom NanoString nCounter expression panel to be compared to all potential probe sets in the Affymetrix Human Genome U133 Plus 2.0. The experiments were conducted with 10 unique biological formalin-fixed paraffin-embedded (FFPE) breast tumor samples. Each site extracted RNA from four sections of 10-micron thick FFPE tissue over three different days by two different operators using an optimized standard operating procedure and quality control criteria. Samples were analyzed using mas5 in BioConductor and NanoStringNorm in R. Pearson correlation showed reproducibility between sites for all 60 samples with r = 0.995 for Affymetrix and r = 0.999 for NanoString. Correlation in multiple days and multiple users was for Affymetrix r = (0.962 - 0.999) and for NanoString r = (0.982 - 0.991). CONCLUSION: The 325 RNA biomarkers showed reproducibility in two technology platforms with moderate to high concordance. Future directions include performing clinical validation studies and generating rationale for patient selection in clinical trials using the technically validated assay.


Subject(s)
Biomarkers, Tumor/genetics , Breast Neoplasms/genetics , RNA/genetics , Biomarkers, Tumor/standards , Breast Neoplasms/pathology , Female , Humans , Oligonucleotide Array Sequence Analysis/methods , Oligonucleotide Array Sequence Analysis/standards , RNA/standards , Reproducibility of Results
3.
PLoS Pathog ; 11(2): e1004699, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25693203

ABSTRACT

Trafficking of human papillomaviruses to the Golgi apparatus during virus entry requires retromer, an endosomal coat protein complex that mediates the vesicular transport of cellular transmembrane proteins from the endosome to the Golgi apparatus or the plasma membrane. Here we show that the HPV16 L2 minor capsid protein is a retromer cargo, even though L2 is not a transmembrane protein. We show that direct binding of retromer to a conserved sequence in the carboxy-terminus of L2 is required for exit of L2 from the early endosome and delivery to the trans-Golgi network during virus entry. This binding site is different from known retromer binding motifs and can be replaced by a sorting signal from a cellular retromer cargo. Thus, HPV16 is an unconventional particulate retromer cargo, and retromer binding initiates retrograde transport of viral components from the endosome to the trans-Golgi network during virus entry. We propose that the carboxy-terminal segment of L2 protein protrudes through the endosomal membrane and is accessed by retromer in the cytoplasm.


Subject(s)
Capsid Proteins/metabolism , Cell Nucleus/virology , Human papillomavirus 16/metabolism , Oncogene Proteins, Viral/metabolism , Virus Release/physiology , Antigens, Viral/metabolism , Binding Sites , Capsid/metabolism , Capsid Proteins/genetics , Cell Line , Endosomes/virology , Golgi Apparatus/metabolism , Golgi Apparatus/virology , HEK293 Cells , HeLa Cells , Humans , Oncogene Proteins, Viral/genetics , Protein Binding , RNA Interference , RNA, Small Interfering , Signal Transduction , Virus Internalization
4.
PLoS One ; 9(4): e94322, 2014.
Article in English | MEDLINE | ID: mdl-24732912

ABSTRACT

DNAJB12 and DNAJB14 are transmembrane proteins in the endoplasmic reticulum (ER) that serve as co-chaperones for Hsc70/Hsp70 heat shock proteins. We demonstrate that over-expression of DNAJB12 or DNAJB14 causes the formation of elaborate membranous structures within cell nuclei, which we designate DJANGOS for DNAJ-associated nuclear globular structures. DJANGOS contain DNAJB12, DNAJB14, Hsc70 and markers of the ER lumen and ER and nuclear membranes. Strikingly, they are evenly distributed underneath the nuclear envelope and are of uniform size in any one nucleus. DJANGOS are composed primarily of single-walled membrane tubes and sheets that connect to the nuclear envelope via a unique configuration of membranes, in which the nuclear pore complex appears anchored exclusively to the outer nuclear membrane, allowing both the inner and outer nuclear membranes to flow past the circumference of the nuclear pore complex into the nucleus. DJANGOS break down rapidly during cell division and reform synchronously in the daughter cell nuclei, demonstrating that they are dynamic structures that undergo coordinate formation and dissolution. Genetic studies showed that the chaperone activity of DNAJ/Hsc70 is required for the formation of DJANGOS. Further analysis of these structures will provide insight into nuclear pore formation and function, activities of molecular chaperones, and mechanisms that maintain membrane identity.


Subject(s)
HSP40 Heat-Shock Proteins/metabolism , Nuclear Pore/metabolism , Nuclear Pore/ultrastructure , Biomarkers/metabolism , Cell Survival , Electron Microscope Tomography , Endoplasmic Reticulum/metabolism , Gene Knockdown Techniques , HSC70 Heat-Shock Proteins/metabolism , HeLa Cells , Humans , Protein Transport
5.
Virology ; 444(1-2): 257-62, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23871219

ABSTRACT

High-risk human papillomaviruses (HPVs) cause a variety of malignancies of the mucosal epithelium. However, the local immune evasion strategies used by HPV-transformed cells remain unclear. Here, we examined the effect of HPV-positive cancer cells on human peripheral blood monocytes, which are precursors of Langerhans cells, key antigen-presenting cells in the squamous epithelium. HPV-positive cervical cancer cells and HPV-E6 expressing cells inhibited monocyte differentiation to Langerhans cells in a contact-dependent manner. Unlike Langerhans cells, monocytes that differentiated in the presence of HPV16 E6-expressing cells exhibited high levels of endocytic activity. Our results suggest that cells infected by high-risk HPV evade immune surveillance by blocking the differentiation of monocytes into competent antigen presenting cells.


Subject(s)
Cell Differentiation , Langerhans Cells/physiology , Langerhans Cells/virology , Monocytes/physiology , Monocytes/virology , Papillomaviridae/immunology , Cells, Cultured , Coculture Techniques , Female , Humans , Immune Evasion , Oncogene Proteins, Viral/metabolism , Papillomaviridae/pathogenicity
6.
mBio ; 2(3): e00101-11, 2011.
Article in English | MEDLINE | ID: mdl-21673190

ABSTRACT

Simian virus 40 (SV40) is a nonenveloped DNA virus that traffics through the endoplasmic reticulum (ER) en route to the nucleus, but the mechanisms of capsid disassembly and ER exit are poorly understood. We conducted an unbiased RNA interference screen to identify cellular genes required for SV40 infection. SV40 infection was specifically inhibited by up to 50-fold by knockdown of four different DNAJ molecular cochaperones or by inhibition of BiP, the Hsp70 partner of DNAJB11. These proteins were not required for the initiation of capsid disassembly, but knockdown markedly inhibited SV40 exit from the ER. In addition, BiP formed a complex with SV40 capsids in the ER in a DNAJB11-dependent fashion. These experiments identify five new cellular proteins required for SV40 infection and suggest that the binding of BiP to the capsid is required for ER exit. Further studies of these proteins will provide insight into the molecular mechanisms of polyomavirus infection and ER function.


Subject(s)
Endoplasmic Reticulum/enzymology , Endoplasmic Reticulum/virology , HSP40 Heat-Shock Proteins/metabolism , Heat-Shock Proteins/metabolism , Host-Pathogen Interactions , Molecular Chaperones/metabolism , Simian virus 40/pathogenicity , Animals , Cell Line , Chlorocebus aethiops , Endoplasmic Reticulum/metabolism , Endoplasmic Reticulum Chaperone BiP , Humans
7.
J Virol ; 83(11): 5630-9, 2009 Jun.
Article in English | MEDLINE | ID: mdl-19297472

ABSTRACT

We developed a high-throughput, cell-based screen to identify chemicals that inhibit infection by the primate polyomaviruses. The screen is based on the detection of compounds that inhibit the ability of a replication-defective simian virus 40 (SV40)-based viral vector to cause growth arrest in HeLa cells by repressing the expression of the endogenous human papillomavirus E7 oncogene in these cells. We identified two compounds, ellagic acid and spiperone, that suppressed the ability of the SV40 recombinant virus to inhibit cellular DNA synthesis. These compounds caused a marked reduction of the ability of wild-type SV40 to productively infect permissive monkey cells, even when the compounds were added several hours after infection. The fraction of cells expressing SV40 large T antigen and the levels of T antigen mRNA were reduced in infected human and monkey cells treated with ellagic acid and spiperone, suggesting that these compounds block a step in the virus life cycle prior to SV40 early gene expression. Ellagic acid and spiperone also inhibited large T antigen expression by BK virus and JC virus, two important, pathogenic human polyomaviruses.


Subject(s)
Antiviral Agents/chemistry , Antiviral Agents/pharmacology , Polyomaviridae/physiology , Simian virus 40/physiology , Animals , Cell Line , Cell Survival/drug effects , Chlorocebus aethiops , Combinatorial Chemistry Techniques , Humans , Molecular Structure , Substrate Specificity
8.
J Virol ; 81(5): 2102-16, 2007 Mar.
Article in English | MEDLINE | ID: mdl-17182682

ABSTRACT

This work demonstrates a central role for the retinoblastoma (Rb) family in driving the transcriptional program of induced and replicative senescence. HeLa cervical carcinoma cells rapidly undergo senescence when the human papillomavirus (HPV) type 18 E7 gene in these cells is repressed by the bovine papillomavirus (BPV) E2 protein. This senescence response requires the endogenous Rb pathway but not the p53 pathway. Microarray analysis 6 days after BPV E2 introduction into HeLa cells identified 224 cellular genes induced by E7 repression and 354 repressed genes. Many repressed genes were involved in cell cycle progression, and numerous induced genes encoded lysosomal proteins. These gene expression changes were blocked by constitutive expression of the wild-type HPV16 E7 or adenovirus E1A gene, but not by E7 or E1A mutants defective for Rb binding. Short hairpin RNAs targeting the Rb family also inhibited these gene expression changes and blocked senescence. Therefore, surprisingly, the transcriptional response to BPV E2 expression was entirely dependent on E7 repression and activation of the Rb family, and the BPV E2 protein did not directly affect the expression of cellular genes. Activation of the Rb family repressed E2F-responsive genes and stimulated transcriptional activators, thereby mobilizing multiple signals, such as repression of B-MYB and DEK, that were independently sufficient to induce senescence. There was extensive overlap between the transcriptional profiles of senescent, late-passage primary human fibroblasts and senescent cervical carcinoma cells, suggesting that this Rb family-mediated transcriptional cascade also plays a central role in replicative senescence.


Subject(s)
DNA-Binding Proteins/genetics , DNA-Binding Proteins/physiology , Genes, Retinoblastoma , Human papillomavirus 18/genetics , Human papillomavirus 18/physiology , Oncogene Proteins, Viral/genetics , Oncogene Proteins, Viral/physiology , Uterine Cervical Neoplasms/genetics , Uterine Cervical Neoplasms/virology , Animals , Base Sequence , Cattle , Cellular Senescence/genetics , Cellular Senescence/physiology , DNA, Viral/genetics , Female , Gene Expression Regulation, Viral , HeLa Cells , Human papillomavirus 18/pathogenicity , Humans , Oligonucleotide Array Sequence Analysis , Papillomaviridae/genetics , Signal Transduction , Transcription, Genetic , Uterine Cervical Neoplasms/pathology , Viral Proteins/genetics
9.
Aging Cell ; 5(2): 187-95, 2006 Apr.
Article in English | MEDLINE | ID: mdl-16626397

ABSTRACT

Replicative senescence limits the proliferation of somatic cells passaged in culture and may reflect cellular aging in vivo. The most widely used biomarker for senescent and aging cells is senescence-associated beta-galactosidase (SA-beta-gal), which is defined as beta-galactosidase activity detectable at pH 6.0 in senescent cells, but the origin of SA-beta-gal and its cellular roles in senescence are not known. We demonstrate here that SA-beta-gal activity is expressed from GLB1, the gene encoding lysosomal beta-D-galactosidase, the activity of which is typically measured at acidic pH 4.5. Fibroblasts from patients with autosomal recessive G(M1)-gangliosidosis, which have defective lysosomal beta-galactosidase, did not express SA-beta-gal at late passages even though they underwent replicative senescence. In addition, late passage normal fibroblasts expressing small-hairpin interfering RNA that depleted GLB1 mRNA underwent senescence but failed to express SA-beta-gal. GLB1 mRNA depletion also prevented expression of SA-beta-gal activity in HeLa cervical carcinoma cells induced to enter a senescent state by repression of their endogenous human papillomavirus E7 oncogene. SA-beta-gal induction during senescence was due at least in part to increased expression of the lysosomal beta-galactosidase protein. These results also indicate that SA-beta-gal is not required for senescence.


Subject(s)
Cellular Senescence , Lysosomes/enzymology , beta-Galactosidase/metabolism , Cells, Cultured , Fibroblasts/cytology , Fibroblasts/pathology , Gangliosidoses/enzymology , HeLa Cells , Humans , Mutation/genetics , RNA Interference , beta-Galactosidase/genetics
10.
J Virol ; 78(1): 116-23, 2004 Jan.
Article in English | MEDLINE | ID: mdl-14671093

ABSTRACT

Cervical cancer arises from lesions caused by infection with high-risk types of human papillomavirus (HPV). Therefore, vaccination against HPV could prevent carcinogenesis by preventing HPV infection or inducing lesion regression. HPV E2 protein is an attractive candidate for vaccine development because it is required for papilloma formation, is involved in all stages of the virus life cycle, and is expressed in all premalignant lesions as well as some cancers. This study reports vaccination against E2 protein using a rabbit model of papillomavirus infection. A recombinant adenovirus (Ad) vector expressing the E2 protein of cottontail rabbit papillomavirus (CRPV) was tested for therapeutic efficacy in CRPV-infected rabbits. Primary immunization with the Ad-E2 vaccine, compared to immunization with a control Ad vector, reduced the number of papilloma-forming sites from 17 of 45 to 4 of 45. After booster immunization, vaccinated rabbits formed no new papillomas versus an additional 23 papillomas in rabbits that received the control vector. Papillomas in the Ad-E2 vaccinees were significantly smaller than those in the control rabbits, and all four papillomas in the Ad-E2 vaccinated rabbits regressed. No CRPV DNA was detected either in the regression sites or in sites that did not form papillomas, indicating that the vaccination led to clearance of CRPV from all infected sites.


Subject(s)
Adenoviridae/genetics , Cottontail rabbit papillomavirus/immunology , Papilloma/prevention & control , Papillomavirus Infections/prevention & control , Transcription Factors/administration & dosage , Viral Proteins/administration & dosage , Viral Vaccines/administration & dosage , Animals , Antibodies, Viral/blood , Cottontail rabbit papillomavirus/genetics , Cottontail rabbit papillomavirus/isolation & purification , Female , Genetic Vectors , Papilloma/virology , Papillomavirus Infections/virology , Rabbits , Transcription Factors/genetics , Transcription Factors/immunology , Transcription Factors/metabolism , Vaccination , Vaccines, DNA/administration & dosage , Vaccines, DNA/immunology , Viral Proteins/genetics , Viral Proteins/immunology , Viral Proteins/metabolism , Viral Vaccines/immunology
11.
J Virol ; 77(2): 1551-63, 2003 Jan.
Article in English | MEDLINE | ID: mdl-12502868

ABSTRACT

Cervical cancer cells express high-risk human papillomavirus (HPV) E6 and E7 proteins, and repression of HPV gene expression causes the cells to cease proliferation and undergo senescence. However, it is not known whether both HPV proteins are required to maintain the proliferative state of cervical cancer cells, or whether mutations that accumulate during carcinogenesis eliminate the need for one or the other of them. To address these questions, we used the bovine papillomavirus E2 protein to repress the expression of either the E6 protein or the E7 protein encoded by integrated HPV18 DNA in HeLa cervical carcinoma cells. Repression of the E7 protein activated the Rb pathway but not the p53 pathway and triggered senescence, whereas repression of the E6 protein activated the p53 pathway but not the Rb pathway and triggered both senescence and apoptosis. Telomerase activity, cyclin-dependent kinase activity, and expression of c-myc were markedly inhibited by repression of either E6 or E7. These results demonstrate that continuous expression of both the E6 and the E7 protein is required for optimal proliferation of cervical carcinoma cells and that the two viral proteins exert distinct effects on cell survival and proliferation. Therefore, strategies that inhibit the expression or activity of either viral protein are likely to inhibit the growth of HPV-associated cancers.


Subject(s)
Apoptosis/physiology , Cell Division/physiology , Cellular Senescence/physiology , Papillomaviridae/physiology , Uterine Cervical Neoplasms/pathology , Viral Proteins/physiology , Female , HeLa Cells , Humans , In Situ Nick-End Labeling , Uterine Cervical Neoplasms/virology
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