RESUMEN
Primary liver cancer is a heterogeneous disease in terms of its etiology, histology, and therapeutic response. Concurrent proteomic and genomic characterization of a large set of clinical liver cancer samples can help elucidate the molecular basis of heterogeneity and thus serve as a valuable resource for personalized liver cancer treatment. In this study, we perform proteomic profiling of ~300 proteins on 259 primary liver cancer tissues with reverse-phase protein arrays, mutational analysis using whole genome sequencing and transcriptional analysis with RNA-Seq. Patients are of Japanese ethnic background and mainly HBV or HCV positive, providing insight into this important liver cancer subtype. Unsupervised classification of tumors based on protein expression profiles reveal three proteomic subclasses R1, R2, and R3. The R1 subclass is immunologically hot and demonstrated a good prognosis. R2 contains advanced proliferative tumor with TP53 mutations, high expression of VEGF receptor 2 and the worst prognosis. R3 is enriched with CTNNB1 mutations and elevated mTOR signaling pathway activity. Twenty-two proteins, including CDK1 and CDKN2A, are identified as potential prognostic markers. The proteomic classification presented in this study can help guide therapeutic decision making for liver cancer treatment.
Asunto(s)
Neoplasias Hepáticas , Proteómica , Humanos , Neoplasias Hepáticas/genética , Genómica , Mutación , Receptor 2 de Factores de Crecimiento Endotelial Vascular/metabolismoRESUMEN
Gallbladder cancer (GBC), a rare but lethal disease, is often diagnosed at advanced stages. So far, molecular characterization of GBC is insufficient, and a comprehensive molecular portrait is warranted to uncover new targets and classify GBC. We performed a transcriptome analysis of both coding and non-coding RNAs from 36 GBC fresh-frozen samples. The results were integrated with those of comprehensive mutation profiling based on whole-genome or exome sequencing. The clustering analysis of RNA-seq data facilitated the classification of GBCs into two subclasses, characterized by high or low expression levels of TME (tumor microenvironment) genes. A correlation was observed between gene expression and pathological immunostaining. TME-rich tumors showed significantly poor prognosis and higher recurrence rate than TME-poor tumors. TME-rich tumors showed overexpression of genes involved in epithelial-to-mesenchymal transition (EMT) and inflammation or immune suppression, which was validated by immunostaining. One non-coding RNA, miR125B1, exhibited elevated expression in stroma-rich tumors, and miR125B1 knockout in GBC cell lines decreased its invasion ability and altered the EMT pathway. Mutation profiles revealed TP53 (47%) as the most commonly mutated gene, followed by ELF3 (13%) and ARID1A (11%). Mutations of ARID1A, ERBB3, and the genes related to the TGF-ß signaling pathway were enriched in TME-rich tumors. This comprehensive analysis demonstrated that TME, EMT, and TGF-ß pathway alterations are the main drivers of GBC and provides a new classification of GBCs that may be useful for therapeutic decision-making.
RESUMEN
Exosome-mediated signal transportation plays a variety of critical roles in cancer progression and metastasis. From the aspect of cancer diagnosis, circulating exosomes are ideal resources of biomarkers because molecular features of tumor cells are transcribed on them. However, isolating pure exosomes from body fluids is time-consuming and still major challenge to be addressed for comprehensive profiling of exosomal proteins and miRNAs. Here we constructed anti-CD9 antibody-coupled highly porous monolithic silica microtips which allowed automated rapid and reproducible exosome extraction from multiple clinical samples. We applied these tips to explore lung cancer biomarker proteins on exosomes by analyzing 46 serum samples. The mass spectrometric quantification of 1,369 exosomal proteins identified CD91 as a lung adenocarcinoma specific antigen on exosomes, which was further validated with CD9-CD91 exosome sandwich ELISA measuring 212 samples. Our simple device can promote not only biomarker discovery studies but also wide range of omics researches about exosomes.
Asunto(s)
Adenocarcinoma/sangre , Anticuerpos Inmovilizados/química , Biomarcadores de Tumor/sangre , Exosomas/metabolismo , Proteína 1 Relacionada con Receptor de Lipoproteína de Baja Densidad/sangre , Neoplasias Pulmonares/sangre , Dióxido de Silicio/química , Adenocarcinoma/diagnóstico , Adulto , Biomarcadores de Tumor/inmunología , Biomarcadores de Tumor/aislamiento & purificación , Femenino , Humanos , Inmunoensayo , Proteína 1 Relacionada con Receptor de Lipoproteína de Baja Densidad/inmunología , Proteína 1 Relacionada con Receptor de Lipoproteína de Baja Densidad/aislamiento & purificación , Neoplasias Pulmonares/diagnóstico , Masculino , Curva ROC , Espectrometría de Masas en TándemRESUMEN
In prostate cancer diagnosis, PSA test has greatly contributed to the early detection of prostate cancer; however, expanding overdiagnosis and unnecessary biopsies have emerged as serious issues. To explore plasma biomarkers complementing the specificity of PSA test, we developed a unique proteomic technology QUEST-MS (Quick Enrichment of Small Targets for Mass Spectrometry). The QUEST-MS method based on 96-well formatted sequential reversed-phase chromatography allowing efficient enrichment of <20 kDa proteins quickly and reproducibly. Plasma from 24 healthy controls, 19 benign prostate hypertrophy patients, and 73 prostate cancer patients were purified with QUEST-MS and analyzed by LC/MS/MS. Among 153 057 nonredundant peptides, 189 peptides showed prostate cancer specific detection pattern, which included a neurotransmitter polypeptide neuropeptide-Y (NPY). We further validated the screening results by targeted multiple reaction monitoring technology using independent sample set (n = 110). The ROC curve analysis revealed that logistic regression-based combination of NPY, and PSA showed 81.5% sensitivity and 82.2% specificity for prostate cancer diagnosis. Thus QUEST-MS technology allowed comprehensive and high-throughput profiling of plasma polypeptides and had potential to effectively uncover very low abundant tumor-derived small molecules, such as neurotransmitters, peptide hormones, or cytokines.
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Biomarcadores de Tumor/metabolismo , Neuropéptido Y/sangre , Neoplasias de la Próstata/sangre , Anciano , Secuencia de Aminoácidos , Biomarcadores de Tumor/química , Estudios de Casos y Controles , Humanos , Masculino , Persona de Mediana Edad , Datos de Secuencia Molecular , Peso Molecular , Clasificación del Tumor , Neoplasias de la Próstata/patología , Proteoma/química , Proteoma/metabolismo , Espectrometría de Masas en TándemRESUMEN
Adult T-cell leukemia (ATL) is one of the most aggressive hematologic malignancies caused by human T-lymphotropic virus type 1 (HTLV-1) infection. The prognosis of ATL is extremely poor; however, effective strategies for diagnosis and treatment have not been established. To identify novel therapeutic targets and diagnostic markers for ATL, we employed focused proteomic profiling of the CD4(+)CD25(+)CCR4(+) T-cell subpopulation in which HTLV-1-infected cells were enriched. Comprehensive quantification of 14 064 peptides and subsequent 2-step statistical analysis using 29 cases (6 uninfected controls, 5 asymptomatic carriers, 9 HTLV-1-associated myelopathy/tropical spastic paraparesis patients, 9 ATL patients) identified 91 peptide determinants that statistically classified 4 clinical groups with an accuracy rate of 92.2% by cross-validation test. Among the identified 17 classifier proteins, α-II spectrin was drastically accumulated in infected T cells derived from ATL patients, whereas its digestive protease calpain-2 (CAN2) was significantly downregulated. Further cell cycle analysis and cell growth assay revealed that rescue of CAN2 activity by overexpressing constitutively active CAN2 (Δ(19)CAN2) could induce remarkable cell death on ATL cells accompanied by reduction of α-II spectrin. These results support that proteomic profiling of HTLV-1-infected T cells could provide potential diagnostic biomarkers and an attractive resource of therapeutic targets for ATL.
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Linfocitos T CD4-Positivos/inmunología , Calpaína/metabolismo , Infecciones por HTLV-I , Virus Linfotrópico T Tipo 1 Humano/inmunología , Leucemia-Linfoma de Células T del Adulto , Adulto , Apoptosis/inmunología , Biomarcadores/metabolismo , Linfocitos T CD4-Positivos/citología , Linfocitos T CD4-Positivos/virología , Calpaína/genética , Calpaína/inmunología , Ciclo Celular/inmunología , Línea Celular , Supervivencia Celular/inmunología , Progresión de la Enfermedad , Infecciones por HTLV-I/diagnóstico , Infecciones por HTLV-I/inmunología , Infecciones por HTLV-I/metabolismo , Humanos , Inmunofenotipificación , Leucemia-Linfoma de Células T del Adulto/diagnóstico , Leucemia-Linfoma de Células T del Adulto/metabolismo , Leucemia-Linfoma de Células T del Adulto/virología , Proteómica , ARN Interferente Pequeño/genética , Espectrina/inmunología , Espectrina/metabolismoRESUMEN
We previously reported MELK (maternal embryonic leucine zipper kinase) as a novel therapeutic target for breast cancer. MELK was also reported to be highly upregulated in multiple types of human cancer. It was implied to play indispensable roles in cancer cell survival and indicated its involvement in the maintenance of tumor-initiating cells. We conducted a high-throughput screening of a compound library followed by structure-activity relationship studies, and successfully obtained a highly potent MELK inhibitor OTSSP167 with IC50 of 0.41 nM. OTSSP167 inhibited the phosphorylation of PSMA1 (proteasome subunit alpha type 1) and DBNL (drebrin-like), which we identified as novel MELK substrates and are important for stem-cell characteristics and invasiveness. The compound suppressed mammosphere formation of breast cancer cells and exhibited significant tumor growth suppression in xenograft studies using breast, lung, prostate, and pancreas cancer cell lines in mice by both intravenous and oral administration. This MELK inhibitor should be a promising compound possibly to suppress the growth of tumor-initiating cells and be applied for treatment of a wide range of human cancer.
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Antineoplásicos/administración & dosificación , Proliferación Celular/efectos de los fármacos , Terapia Molecular Dirigida , Naftiridinas/administración & dosificación , Neoplasias/tratamiento farmacológico , Inhibidores de Proteínas Quinasas/administración & dosificación , Proteínas Serina-Treonina Quinasas/antagonistas & inhibidores , Administración Oral , Animales , Antineoplásicos/química , Relación Dosis-Respuesta a Droga , Diseño de Fármacos , Femenino , Ensayos Analíticos de Alto Rendimiento , Humanos , Concentración 50 Inhibidora , Inyecciones Intravenosas , Células MCF-7 , Masculino , Ratones , Ratones Endogámicos BALB C , Ratones Endogámicos NOD , Ratones SCID , Proteínas de Microfilamentos/metabolismo , Estructura Molecular , Células 3T3 NIH , Naftiridinas/química , Neoplasias/enzimología , Neoplasias/genética , Neoplasias/patología , Fosforilación , Complejo de la Endopetidasa Proteasomal/metabolismo , Inhibidores de Proteínas Quinasas/química , Proteínas Serina-Treonina Quinasas/metabolismo , Interferencia de ARN , Bibliotecas de Moléculas Pequeñas , Relación Estructura-Actividad , Factores de Tiempo , Transfección , Carga Tumoral/efectos de los fármacos , Ensayos Antitumor por Modelo de Xenoinjerto , Dominios Homologos srcRESUMEN
The RimM protein has been implicated in the maturation of the 30S ribosomal subunit. It binds to ribosomal protein S19, located in the head domain of the 30S subunit. Multiple sequence alignments predicted that RimM possesses two domains in its N- and C-terminal regions. In the present study, we have produced Thermus thermophilus RimM in both the full-length form (162 residues) and its N-terminal fragment, spanning residues 1 to 85, as soluble proteins in Escherichia coli and have performed structural analyses by nuclear magnetic resonance spectroscopy. Residues 1 to 80 of the RimM protein fold into a single structural domain adopting a six-stranded beta-barrel fold. On the other hand, the C-terminal region of RimM (residues 81 to 162) is partly folded in solution. Analyses of 1H-15N heteronuclear single quantum correlation spectra revealed that a wide range of residues in the C-terminal region, as well as the residues in the vicinity of a hydrophobic patch in the N-terminal domain, were dramatically affected upon complex formation with ribosomal protein S19.
Asunto(s)
Proteínas Ribosómicas/química , Thermus thermophilus/química , Secuencia de Aminoácidos , Clonación Molecular , Escherichia coli/genética , Expresión Génica , Espectroscopía de Resonancia Magnética , Modelos Moleculares , Datos de Secuencia Molecular , Unión Proteica , Pliegue de Proteína , Estructura Terciaria de Proteína , Proteínas Ribosómicas/genética , Proteínas Ribosómicas/aislamiento & purificación , Proteínas Ribosómicas/metabolismo , Alineación de Secuencia , Thermus thermophilus/genéticaRESUMEN
TT1887 and TT1465 from Thermus thermophilus HB8 are conserved hypothetical proteins, and are annotated as possible lysine decarboxylases in the Pfam database. Here we report the crystal structures of TT1887 and TT1465 at 1.8 A and 2.2 A resolutions, respectively, as determined by the multiwavelength anomalous dispersion (MAD) method. TT1887 is a homotetramer, while TT1465 is a homohexamer in the crystal and in solution. The structures of the TT1887 and TT1465 monomers contain single domains with the Rossmann fold, comprising six alpha helices and seven beta strands, and are quite similar to each other. The major structural differences exist in the N terminus of TT1465, where there are two additional alpha helices. A comparison of the structures revealed the elements that are responsible for the different oligomerization modes. The distributions of the electrostatic potential on the solvent-accessible surfaces suggested putative active sites.
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Carboxiliasas/química , Cristalografía por Rayos X , Thermus thermophilus/enzimología , Secuencia de Aminoácidos , Proteínas Bacterianas/química , Sitios de Unión , Dimerización , Conformación Proteica , Alineación de Secuencia , Electricidad EstáticaRESUMEN
Ribosomal protein L27 is located near the peptidyltransferase center at the interface of ribosomal subunits, and is important for ribosomal assembly and function. We report the crystal structure of ribosomal protein L27 from Thermus thermophilus HB8, which was determined by the multiwavelength anomalous dispersion method and refined to an R-factor of 19.7% (R(free) = 23.6%) at 2.8 A resolution. The overall fold is an all beta-sheet hybrid. It consists of two sets of four-stranded beta-sheets formed around a well-defined hydrophobic core, with a highly positive charge on the protein surface. The structure of ribosomal protein L27 from T. thermophilus HB8 in the RNA-free form is investigated, and its functional roles in the ribosomal subunit are discussed.
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Proteínas Ribosómicas/química , Thermus thermophilus/química , Secuencia de Aminoácidos , Cristalografía por Rayos X , Modelos Moleculares , Datos de Secuencia Molecular , Conformación Proteica , Alineación de Secuencia , Thermus thermophilus/metabolismoRESUMEN
Human CA125, encoded by the MUC16 gene, is an ovarian cancer antigen widely used for a serum assay. Its extracellular region consists of tandem repeats of SEA domains. In this study we determined the three-dimensional structure of the SEA domain from the murine MUC16 homologue using multidimensional NMR spectroscopy. The domain forms a unique alpha/beta sandwich fold composed of two alpha helices and four antiparallel beta strands and has a characteristic turn named the TY-turn between alpha1 and alpha2. The internal mobility of the main chain is low throughout the domain. The residues that form the hydrophobic core and the TY-turn are fully conserved in all SEA domain sequences, indicating that the fold is common in the family. Interestingly, no other residues are conserved throughout the family. Thus, the sequence alignment of the SEA domain family was refined on the basis of the three-dimensional structure, which allowed us to classify the SEA domains into several subfamilies. The residues on the surface differ between these subfamilies, suggesting that each subfamily has a different function. In the MUC16 SEA domains, the conserved surface residues, Asn-10, Thr-12, Arg-63, Asp-75, Asp-112, Ser-115, and Phe-117, are clustered on the beta sheet surface, which may be functionally important. The putative epitope (residues 58-77) for anti-MUC16 antibodies is located around the beta2 and beta3 strands. On the other hand the tissue tumor marker MUC1 has a SEA domain belonging to another subfamily, and its GSVVV motif for proteolytic cleavage is located in the short loop connecting beta2 and beta3.
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Antígeno Ca-125/química , Proteínas/química , Secuencia de Aminoácidos , Animales , Secuencia Conservada , ADN/química , ADN Complementario/metabolismo , Humanos , Péptidos y Proteínas de Señalización Intracelular , Espectroscopía de Resonancia Magnética , Proteínas de la Membrana , Ratones , Modelos Moleculares , Datos de Secuencia Molecular , Filogenia , Pliegue de Proteína , Estructura Secundaria de Proteína , Estructura Terciaria de Proteína , Homología de Secuencia de AminoácidoRESUMEN
The BolA-like proteins are widely conserved from prokaryotes to eukaryotes. The BolA-like proteins seem to be involved in cell proliferation or cell-cycle regulation, but the molecular function is still unknown. Here we determined the structure of a mouse BolA-like protein. The overall topology is alphabetabetaalphaalphabetaalpha, in which beta(1) and beta(2) are antiparallel, and beta(3) is parallel to beta(2). This fold is similar to the class II KH fold, except for the absence of the GXXG loop, which is well conserved in the KH fold. The conserved residues in the BolA-like proteins are assembled on the one side of the protein.