Modeling stochasticity and robustness in gene regulatory networks.

MOTIVATION: Understanding gene regulation in biological processes and modeling the robustness of underlying regulatory networks is an important problem that is currently being addressed by computational systems biologists. Lately, there has been a renewed interest in Boolean modeling techniques for gene regulatory networks (GRNs). However, due to their deterministic nature, it is often difficult to identify whether these modeling approaches are robust to the addition of stochastic noise that is widespread in gene regulatory processes. Stochasticity in Boolean models of GRNs has been addressed relatively sparingly in the past, mainly by flipping the expression of genes between different expression levels with a predefined probability. This stochasticity in nodes (SIN) model leads to over representation of noise in GRNs and hence non-correspondence with biological observations. RESULTS: In this article, we introduce the stochasticity in functions (SIF) model for simulating stochasticity in Boolean models of GRNs. By providing biological motivation behind the use of the SIF model and applying it to the T-helper and T-cell activation networks, we show that the SIF model provides more biologically robust results than the existing SIN model of stochasticity in GRNs. AVAILABILITY: Algorithms are made available under our Boolean modeling toolbox, GenYsis. The software binaries can be downloaded from http://si2.epfl.ch/ approximately garg/genysis.html.

Role of ALK gene and mutations in initiation and progression of neuroblastoma

Introduction Le neuroblastome (NB) est la tumeur maligne solide extra-crânienne la plus fréquente chez l'enfant. Sa présentation clinique est très hétérogène, allant d'une tumeur localisée à une atteinte métastatique sévère. Malgré des traitements agressifs, environ 55% des NB de hauts risques sont actuellement résistants aux thérapies. L'espoir réside dans le développement de traitements ciblant les mécanismes moléculaires responsables du développement et de la progression du NB. Le gène Anaplastic Lymphoma Kinase (ALK) codant pour un récepteur tyrosine kinase a été particulièrement étudié ces dernières années car il est muté, amplifié ou surexprimé dans une majorité des NBs. Le but de ce projet était d'investiguer le rôle de ALK-wt, ainsi que de ces deux plus fréquentes mutations, ALK- F1174L et ALK-R1245Q, dans l'oncogenèse du NB. Le NB étant originaire des cellules de la crête neurale, nous avons analysé le potentiel oncogénique de ces différentes formes de ALK dans des cellules progénitrices de la crête neurale (NCPC). Méthode Des NCPC de souris (JoMal), possédant un c-MycER inductible pour leur maintien en culture in vitro, ont été transduites par un rétrovirus permettant l'expression stable de ALK-wt, ALK-F1174L et ALK-R1245Q. Des tests in vitro ont d'abord été effectués pour tester le système c-MycER, la stabilité de nos cellules transduites, leur phénotype, leur capacité de croissance et leur tumorigénicité. Les cellules transduites ont ensuite été injectées dans des souris immunosupprimées en sous-cutané, puis en orthotopique, c'est-à-dire dans leur glande surrénale, afin de mesurer leur tumorigénicité in vivo. Résultats La transduction et l'expression stable de ALK n'ont pas modifié le phénotype indifférencié des JoMal, ni de manière significative la capacité de croissance des cellules in vitro en absence d'activation de c-MycER. Par contre, lorsque c-MycER est actif, les cellules porteuses des mutations Fl 174L et R1245Q ont montré une meilleure capacité de prolifération et de formation de colonies, par rapport aux JoMal-ALK-wt et aux cellules contrôles en culture 3D dans de la méthylcellulose et dans un test de formation de neurosphères. In vivo, les souris injectées avec les cellules JoMal-ALK- F1174L en sous-cutané ou dans la glande surrénale ont rapidement développé des tumeurs, suivies par le groupe JoMal-ALK-R1245Q et le groupe JoMal-ALK-wt, alors que les groupes de souris contrôles n'ont présenté aucune tumeur. En orthotopique, nous avons obtenu 5/6 tumeurs ALK-F1174L, 7/7 tumeurs ALK-R1245Q et 6/7 tumeurs ALK-wt. Les tumeurs sous-cutanées ne présentaient pas de différences morphologiques et histologiques entre les différents groupes et montraient une histologie compatible avec un NB. Les tumeurs orthotopiques restent encore à analyser. Conclusion Cette étude a permis de démontrer que les mutations activatrices Fl 174L et R1245Q ont des propriétés tumorigéniques in vitro dans des NCPC et in vivo tandis que la forme sauvage de ALK montre une capacité oncogénique uniquement in vivo. Bien que la caractérisation des tumeurs orthotopiques n'a pas encore été effectuée, l'analyse des tumeurs sous-cutanées nous suggère que l'expression de ALK- wt ou muté est suffisante pour induire la formation de NB à partir des cellules progénitrices de la crête neurale. Le gène ALK semble donc jouer un rôle important dans l'oncogénèse du NB, aussi bien par la présence de mutations activatrices que par sa fréquente surexpression.

Angiogenesis-related gene expression profile with independent prognostic value in advanced ovarian carcinoma.

BACKGROUND Ovarian carcinoma is the most important cause of gynecological cancer-related mortality in Western societies. Despite the improved median overall survival in patients receiving chemotherapy regimens such as paclitaxel and carboplatin combination, relapse still occurs in most advanced diseased patients. Increased angiogenesis is associated with rapid recurrence and decreased survival in ovarian cancer. This study was planned to identify an angiogenesis-related gene expression profile with prognostic value in advanced ovarian carcinoma patients. METHODOLOGY/PRINCIPAL FINDINGS RNAs were collected from formalin-fixed paraffin-embedded samples of 61 patients with III/IV FIGO stage ovarian cancer who underwent surgical cytoreduction and received a carboplatin plus paclitaxel regimen. Expression levels of 82 angiogenesis related genes were measured by quantitative real-time polymerase chain reaction using TaqMan low-density arrays. A 34-gene-profile which was able to predict the overall survival of ovarian carcinoma patients was identified. After a leave-one-out cross validation, the profile distinguished two groups of patients with different outcomes. Median overall survival and progression-free survival for the high risk group was 28.3 and 15.0 months, respectively, and was not reached by patients in the low risk group at the end of follow-up. Moreover, the profile maintained an independent prognostic value in the multivariate analysis. The hazard ratio for death was 2.3 (95% CI, 1.5 to 3.2; p<0.001). CONCLUSIONS/SIGNIFICANCE It is possible to generate a prognostic model for advanced ovarian carcinoma based on angiogenesis-related genes using formalin-fixed paraffin-embedded samples. The present results are consistent with the increasing weight of angiogenesis genes in the prognosis of ovarian carcinoma.

Molecular characterization of Echinococcus granulosusfrom Peru by sequencing of the mitochondrial cytochrome C oxidase subunit 1 gene

Echinococcus granulosus, the etiologic agent of cystic echinococcosis (CE) in humans and other animal species, is distributed worldwide. Ten intra-specific variants, or genotypes (G1-G10), have been defined based on genetic diversity. To determine the genotypes present in endemic areas of Peru, samples were collected from cattle (44), sheep (41) and humans (14) from Junín, Puno Huancavelica, Cusco, Arequipa and Ayacucho. DNA was extracted from protoscolex and/or germinal layers derived from 99 E. granulosus isolates and used as templates to amplify the mitochondrial cytochrome C oxidase subunit 1 gene. The resulting polymerase chain reaction products were sequenced and further examined by sequence analysis. All isolates, independent of the host, exhibited the G1 genotype. Phylogenetic analysis showed that three isolates from Ayacucho shared the same cluster with microvariant G1(4). The G1 genotype is considered the most widespread and infectious form of E. granulosusworldwide and our results confirm that the same patterns apply to this country. Therefore, these findings should be taken into consideration in developing prevention strategies and control programs for CE in Peru.

The S. pombe cdc15 gene is a key element in the reorganization of F-actin at mitosis.

The S. pombe cdc15 gene is essential for cell division. cdc15ts mutants do not form a septum, but growth and nuclear division continue, leading to formation of multinucleate cells. The earliest step in septum formation and cytokinesis, rearrangement of actin to the center of the cell, is associated with appearance of hypophosphorylated cdc15p and formation of a cdc15p ring, which colocalizes with actin. Loss of cdc15p function impairs formation of the actin ring. The abundance of cdc15 mRNA varies through the cell division cycle, peaking in early mitosis before septation. Expression of cdc15 in G2-arrested cells induces actin rearrangement to the center of the cell. These data implicate cdc15p as a key element in mediating the cytoskeletal rearrangements required for cytokinesis.

Changes in gene expression profile in human subcutaneous adipose tissue during significant weight loss.

Objective: To analyze the expression of peroxisome proliferator-activated receptor-γ1 and 2 (PPARγ1 and 2), 11β-hydroxysteroid dehydrogenase type 1 (11βHSD1), and leptin in adipose tissue (AT) of obese women during weight loss following Roux-en-Y gastric bypass (RYGB) and to compare these levels with those obtained in AT of nonobese subjects. Methods: Gene expression was determined by real-time RT-PCR prior to surgery and at 3, 6, and 12 months after RYGB. Results: All obese patients lost weight, reaching a mean BMI of 29.3 ± 1.0 kg/m(2) at 1 year after surgery (-33.9 ± 1.5% of their initial body weight). In obese subjects leptin and 11βHSD1 were over-expressed, whereas PPARγ1 was expressed at lower levels compared to controls. After surgery, leptin and 11βHSD1 gene expression decreased, whereas PPARγ1 expression increased. At 12 months after RYGB, these 3 genes had reached levels similar to the controls. In contrast, PPARγ2 gene expression was not different between groups and types of tissue and remained unchanged during weight loss. We found a positive correlation between BMI and levels of gene expression of leptin and 11βHSD1. Conclusion: Gene expression of leptin, PPARγ1, and 11βHSD1 in AT is modified in human obesity. This default is completely corrected by RYGB. Copyright © 2012 S. Karger GmbH, Freiburg.

Sex pheromone and period gene characterization of Lutzomyia longipalpis sensu lato (Lutz & Neiva) (Diptera: Psychodidae) from Posadas, Argentina

Lutzomyia longipalpis s.l. is the primary vector of Leishmania (L.) infantum in the New World. In this study, male Lutzomyia longipalpis specimens from Posadas, Argentina were characterized for two polymorphic markers: the male sex pheromone and the period (per) gene. The male sex pheromone was identified as (S)-9-methylgermacrene-B, the same compound produced by Lu. longipalpis from Paraguay and many populations from Brazil. The analysis of per gene sequences revealed that the population from Argentina is significantly differentiated from previously studied Brazilian populations. Marker studies could contribute to the understanding of the distribution and spread of urban American visceral leishmaniasis, thus aiding in the design of regional surveillance and control strategies.

Birth and expression evolution of mammalian microRNA genes.

MicroRNAs (miRNAs) are major post-transcriptional regulators of gene expression, yet their origins and functional evolution in mammals remain little understood due to the lack of appropriate comparative data. Using RNA sequencing, we have generated extensive and comparable miRNA data for five organs in six species that represent all main mammalian lineages and birds (the evolutionary outgroup) with the aim to unravel the evolution of mammalian miRNAs. Our analyses reveal an overall expansion of miRNA repertoires in mammals, with threefold accelerated birth rates of miRNA families in placentals and marsupials, facilitated by the de novo emergence of miRNAs in host gene introns. Generally, our analyses suggest a high rate of miRNA family turnover in mammals with many newly emerged miRNA families being lost soon after their formation. Selectively preserved mammalian miRNA families gradually evolved higher expression levels, as well as altered mature sequences and target gene repertoires, and were apparently mainly recruited to exert regulatory functions in nervous tissues. However, miRNAs that originated on the X chromosome evolved high expression levels and potentially diverse functions during spermatogenesis, including meiosis, through selectively driven duplication-divergence processes. Overall, our study thus provides detailed insights into the birth and evolution of mammalian miRNA genes and the associated selective forces.