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31.
Min-Sik Kim Yi Zhong Shinichi Yachida N. V. Rajeshkumar Melissa L. Abel Arivusudar Marimuthu Keshav Mudgal Ralph H. Hruban Justin S. Poling Jeffrey W. Tyner Anirban Maitra Christine A. Iacobuzio-Donahue Akhilesh Pandey 《Molecular & cellular proteomics : MCP》2014,13(11):2803-2811
Many patients with pancreatic cancer have metastases to distant organs at the time of initial presentation. Recent studies examining the evolution of pancreatic cancer at the genetic level have shown that clonal complexity of metastatic pancreatic cancer is already initiated within primary tumors, and organ-specific metastases are derived from different subclones. However, we do not yet understand to what extent the evolution of pancreatic cancer contributes to proteomic and signaling alterations. We hypothesized that genetic heterogeneity of metastatic pancreatic cancer results in heterogeneity at the proteome level. To address this, we employed a model system in which cells isolated from three sites of metastasis (liver, lung, and peritoneum) from a single patient were compared. We used a SILAC-based accurate quantitative proteomic strategy combined with high-resolution mass spectrometry to analyze the total proteome and tyrosine phosphoproteome of each of the distal metastases. Our data revealed distinct patterns of both overall proteome expression and tyrosine kinase activities across the three different metastatic lesions. This heterogeneity was significant because it led to differential sensitivity of the neoplastic cells to small molecule inhibitors targeting various kinases and other pathways. For example, R428, a tyrosine kinase inhibitor that targets Axl receptor tyrosine kinase, was able to inhibit cells derived from lung and liver metastases much more effectively than cells from the peritoneal metastasis. Finally, we confirmed that administration of R428 in mice bearing xenografts of cells derived from the three different metastatic sites significantly diminished tumors formed from liver- and lung-metastasis-derived cell lines as compared with tumors derived from the peritoneal metastasis cell line. Overall, our data provide proof-of-principle support that personalized therapy of multiple organ metastases in a single patient should involve the administration of a combination of agents, with each agent targeted to the features of different subclones.Approximately half of the patients with pancreatic cancer are initially diagnosed with metastases to distal sites, with the commonest sites being the liver, lung, and peritoneum (1). Therapeutic strategies against metastases could help reduce the high mortality rates associated with this cancer (2). Understanding the nature of metastatic pancreatic cancer at a systems level can enable the discovery of potential targets for the development of targeted therapies.Pancreatic cancer has been shown to be a genetically evolving and heterogeneous disease (3–5). Clonal diversity and evolution of cancer genomes have also been demonstrated based on the isolation of distinct clonal populations purified directly from patient biopsies by means of flow cytometry followed by genomic characterization (6). A number of reports have documented the adoption of a proteomic approach for the discovery of potential biomarkers in pancreatic cancer (7, 8). However, these studies generally assume pancreatic cancers to be homogeneous, and the emphasis is placed on identifying molecules that are common across a broad array of tumors. There is a lack of studies systematically examining the proteomic changes or signaling pathways across pancreatic cancers to dissect the nature of the heterogeneity of each clone. An excellent setting in which the heterogeneity of tumors can be studied systematically is in a patient harboring metastases to several distant sites. To this end, we chose cells isolated from three metastatic pancreatic lesions of a single patient. The exomes of each tumor site were previously sequenced to study the progression of pancreatic cancer, and the results showed that all cell lines were identical for the genetic status of driver mutations (e.g. KRAS, TP53, and SMAD4) (9). Our hypothesis was that a better understanding of the proteomic consequences of the heterogeneity derived from genetic changes, and possibly other types of alterations, might provide additional opportunities to identify therapeutic targets.In order to precisely quantify differences across the proteomes of multiple metastatic pancreatic cancer lesions, we employed a SILAC-based1 quantitative proteomics strategy combined with high-resolution mass spectrometry (10, 11). Based on changes observed at the whole-proteome level, we found that a class of cell surface receptors showed significant enrichment with the highest alteration of their expression among the three metastatic pancreatic cancer cell lines examined (i.e. peritoneum, lung, and liver). Because the total protein levels provide information about the static levels of proteins and not their activity per se, we decided to examine the activation of phosphorylation-driven pathways, many of which are activated by cell surface receptors. To globally examine tyrosine phosphorylation-based signaling pathways, we carried out mass spectrometric analysis of purified tyrosine phosphorylated peptides enriched using anti-phosphotyrosine antibodies. As a result, we observed differential activation of tyrosine kinases in the three different sites of metastases. For example, Axl receptor tyrosine kinase was found to be hyperphosphorylated in lung and liver metastases relative to peritoneal metastasis. Expression of Axl receptor tyrosine kinase in primary and matched pancreatic cancers on tissue microarrays was validated by immunohistochemistry. Given such unique patterns of activation of pathways, it was possible that tumors derived from different sites could show differences in their sensitivity to pathway inhibitors. To test this, we performed experiments in which we screened cell lines derived from each metastatic site against a panel of small molecule inhibitors. We observed that the three metastatic pancreatic cancers had differential sensitivities to different inhibitors. For example, cells derived from the peritoneal metastasis were highly sensitive to lapatinib, whereas greater sensitivity to the Axl inhibitor R428 was observed in the lung metastasis cell line. Finally, we showed that treatment of mice bearing xenografts from these different pancreatic cancer cell lines with R428, an inhibitor of Axl receptor tyrosine kinase, led to reduction of tumors with evidence of activation of Axl. 相似文献
32.
33.
Parthiban Marimuthu Pavithra K. Balasubramanian Kalaimathy Singaravelu 《Journal of biomolecular structure & dynamics》2018,36(10):2654-2667
The Bcl-2 family proteins are the central regulators of apoptosis. Due to its predominant role in cancer progression, the Bcl-2 family proteins act as attractive therapeutic targets. Recently, molecular series of Benzothiazole Hydrazone (BH) inhibitors that exhibits drug-likeness characteristics, which selectively targets Bcl-xL have been reported. In the present study, docking was used to explore the plausible binding mode of the highly active BH inhibitor with Bcl-xL; and Molecular Dynamics (MD) simulation was applied to investigate the stability of predicted conformation over time. Furthermore, the molecular properties of the series of BH inhibitors were extensively investigated by pharmacophore based 3D-QSAR model. The docking correctly predicted the binding mode of the inhibitor inside the Bcl-xL hydrophobic groove, whereas the MD-based free energy calculation exhibited the binding strength of the complex over the time period. Furthermore, the residue decomposition analysis revealed the major energy contributing residues – F105, L108, L130, N136, and R139 – involved in complex stability. Additionally, a six-featured pharmacophore model – AAADHR.89 – was developed using the series of BH inhibitors that exhibited high survival score. The statistically significant 3D-QSAR model exhibited high correlation co-efficient (R2 = .9666) and cross validation co-efficient (Q2 = .9015) values obtained from PLS regression analysis. The results obtained from the current investigation might provide valuable insights for rational drug design of Bcl-xL inhibitor synthesis. 相似文献
34.
The growth and development of the wing parameters of the Indian pygmy batPipistrellus mimus was studied under natural conditions. Newborn young were marked with nontoxic coloured paint and were later marked with split
rings. The wingspan and wing area showed linear growth until the age of five weeks, after which the rate of growth decreased.
The observations on flight showed that at the age of 19 days the young were able to flutter their wings, at the age of 22
days they flew for a short distance and at the age of 29 days they exhibited sustained flight. The development of wing loading
and aspect ratio are also presented. The decrease in wing loading as the bat grows is discussed as an advantage to sustain
flight. The aspect ratio showed a high degree of scatter at early stages of life which decreased at the later period of growth.
In general the development of wing morphology ofP. mimus is similar to that of other vespertilionid bats. 相似文献
35.
Dayanand Kalyani Saurabh Sudha Dhiman Hoon Kim Marimuthu Jeya In-Won Kim Jung-Kul Lee 《Process Biochemistry》2012,47(4):671-678
A highly efficient laccase-producing fungus was isolated from soil and identified as Coltricia perennis SKU0322 by its morphology and by comparison of its internal transcribed spacer (ITS) rDNA gene sequence. Extracellular laccase (Cplac) from C. perennis was purified to homogeneity by anion-exchange and gel filtration chromatography. Cplac is a monomeric glycoprotein with 12% carbohydrate content and a molecular mass of 66 kDa determined by polyacrylamide-gel electrophoresis. Ultraviolet-visible absorption spectroscopy observed type 1 and type 3 copper signals from Cplac. The enzyme acted optimally at pH 3–4 and 75 °C. Its optimal activity was with 2,2-azino-bis (3-ethylbenzothiazoline-6-sulfonate) (ABTS), it also oxidized various lignin-related phenols. The enzyme was characterized as a multi-copper blue laccase by its substrate specificity and internal amino acid sequence. It showed a higher catalytic efficiency towards ABTS (kcat/Km = 18.5 s?1 μM?1) and 2,6-dimethoxyphenol (kcat/Km = 13.9 s?1 μM?1) than any other reported laccase. Its high stability and catalytic efficiency suggest its suitability for industrial applications: it detoxified phenolic compounds in acid-pretreated rice straw and enhanced saccharification yield. 相似文献
36.
37.
Sundari AA Bogdanowicz W Varman DR Marimuthu G Rajan KE 《The Journal of parasitology》2012,98(1):60-62
To study variation of infestations by the bat fly Raymondia lobulata (Diptera: Streblidae) on the greater false vampire bat Megaderma lyra (Chiroptera: Megadermatidae), we captured individual bats at their day roost in the south of India and recorded their rate of infestation continuously for a year. All examined bats (n = 72 individuals, 202 captures) were infested with parasites (n = 3,008). However, the recorded intensity of infestation (range 1-33) was gender-related and statistically higher in females than in males (F(1, 200) = 304.45, P < 0.001). Furthermore, pregnant and lactating females had greater parasite loads than non-reproductive females and males (F(1, 63) = 23.34, P < 0.001 and F(1, 37) = 78.07, P < 0.001, respectively). No significant differences were observed between males either during mating and non-mating periods or breeding and non-breeding seasons. Analysis of the relationship between parasite infestation and the reproductive status of bats revealed that pregnant and lactating females with pups were more vulnerable hosts for parasites. Our results also suggest a well-developed coevolutionary strategy for synchronized reproduction within the host-parasite relationship and add to our understanding of how host sex and reproductive status shape the dynamics of parasitism. 相似文献
38.
Brucoli F Natoli A Marimuthu P Borrello MT Stapleton P Gibbons S Schätzlein A 《Bioorganic & medicinal chemistry》2012,20(6):2019-2024
A quick and efficient synthesis and the biological evaluation of promising antitumor-antibiotics proximicins A, B and C are reported. The characteristic repetitive unit of these molecules, the methyl 4-Boc-aminofuran-2-carboxylate 15, was prepared in three synthetic steps in good yield using an optimised copper-catalysed amidation method. The proximicins were evaluated for their antitumor activity using cellular methods. Proximicin B induced apoptosis in both Hodgkin's lymphoma and T-cell leukemia cell lines and proximicin C exhibited significantly high cytotoxicity against glioblastoma and breast carcinoma cells. The proximicins were also screened against Escherichia coli, Enterococcus faecalis and several strains of methicillin-and multidrug-resistant Staphylococcus aureus. Proximicin B showed noteworthy activity against antibiotic-resistant Gram-positive cocci. 相似文献
39.
Durairaj Ragu Varman Ganapathy Marimuthu Koilmani Emmanuvel Rajan 《Applied animal behaviour science》2012,136(2-4):166-173
Environmental enrichment (EE) is known to have behavioral and physiological anxiolytic effects in several animal models. However, it is as yet unclear how EE modulates behavior of wild animals and the underlying molecular mechanisms. The adult male field mouse Mus booduga (n = 42) captured at agricultural field, were housed in non-enriched standard condition (SC) for 7 days and considered as directly from wild (DW). Another two groups of mice were housed in either EE or SC for 30 days. Behavioral testing was carried out to assess their anxiety-like behavior in the elevated plus-maze (EPM). We found that on EPM, mice housed in EE display less anxiety like behavior when compared to mice housed in SC. Exposure to plus-maze did not increase the levels of corticosterone (CORT) in prefrontal cortex (PFC) and circulating CORT, and adrenocorticotropic hormone (ACTH) in the mice housed in EE but not in the mice housed in SC. We observed a trend in the EE induced inhibition of expression of corticotropin releasing hormone (CRH), glucocorticoid receptor (GR), E2 ubiquitin-conjugating enzyme (Ubc9) and steroid receptor coactivator-1 (SRC-1) mRNA levels, which are all known to be involved in the stress response signaling pathway. Our study suggests that EE exerts therapeutic and anxiolytic effects against stressors. 相似文献
40.
Ah-Reum Joo Marimuthu Jeya Kyoung-Mi Lee Won-Il Sim Jung-Soo Kim In-Won Kim Yeong-Suk Kim Deok-Kun Oh Paramasamy Gunasekaran Jung-Kul Lee 《Applied microbiology and biotechnology》2009,83(2):285-294
An efficient ß-1,4-glucosidase (BGL) producing strain, Fomitopsis pinicola KMJ812, was isolated and identified based on morphological features and sequence analysis of internal transcribed spacer rDNA. An extracellular BGL was purified to homogeneity by sequential chromatography of F. pinicola culture supernatants on a DEAE-sepharose column, a gel filtration column, and then on a Mono Q column with fast protein liquid chromatography. The relative molecular weight of F. pinicola BGL was determined to be 105 kDa by sodium dodecylsulfate-polyacrylamide gel electrophoresis, or 110 kDa by size exclusion chromatography, indicating that the enzyme is a monomer. The hydrolytic activity of the BGL had a pH optimum of 4.5 and a temperature optimum of 50°C. The enzyme showed high substrate specificity and high catalytic efficiency (k cat?=?2,990 s?1, K m?=?1.76 mM, k cat/K m?=?1,700 mM?1 s?1) for p-nitrophenyl-β-d-glucopyranoside. Its internal amino acid sequences showed a significant homology with hydrolases from glycoside hydrolase family 3, indicating that the F. pinicola BGL is a member of glycoside hydrolase family 3. Although BGLs have been purified and characterized from several other sources, F. pinicola BGL is distinguished from other BGLs by its high catalytic efficiency and strict substrate specificity. 相似文献