Comparación de datos de expresión génica del servidor local con datos de una base de datos remota

En la presente memoria se detalla con precisión las diversas fases del trabajo para construir una aplicación web en el servidor http://revolutionresearch.uab.es que permite enriquecer los clusters de la microarray del usuario con información biomédica de una base de datos remota. Los clusters de origen estadístico (o no) de la microarray del usuario se enriquecen a partir de cruzar sus genes marcadores con la base de datos de genes marcadores de microarrays (base de datos remota) con clusters basados en información biomédica. La base de datos de genes marcadores de microarrays ha sido obtenida a partir de la base de datos de GEO Profiles del NCBI.

Protein-Binding Microarray Analysis of Tumor Suppressor AP2α Target Gene Specificity.

Cheap and massively parallel methods to assess the DNA-binding specificity of transcription factors are actively sought, given their prominent regulatory role in cellular processes and diseases. Here we evaluated the use of protein-binding microarrays (PBM) to probe the association of the tumor suppressor AP2α with 6000 human genomic DNA regulatory sequences. We show that the PBM provides accurate relative binding affinities when compared to quantitative surface plasmon resonance assays. A PBM-based study of human healthy and breast tumor tissue extracts allowed the identification of previously unknown AP2α target genes and it revealed genes whose direct or indirect interactions with AP2α are affected in the diseased tissues. AP2α binding and regulation was confirmed experimentally in human carcinoma cells for novel target genes involved in tumor progression and resistance to chemotherapeutics, providing a molecular interpretation of AP2α role in cancer chemoresistance. Overall, we conclude that this approach provides quantitative and accurate assays of the specificity and activity of tumor suppressor and oncogenic proteins in clinical samples, interfacing genomic and proteomic assays.

Expressió de VEGF com a factor pronòstic independent de recaiguda a la malaltia de Hodgkin.

El paper del fenomen angiogènic en els diferents tumors sòlids ha estat l’objectiu de nombrosos estudis en els darrers anys. La importància d’aquest procés en les neoplàsies d’origen hematològic encara és bastant desconeguda. En aquest treball hem estudiat l’expressió immunohistoquímica del factor de creixement de l’endoteli vascular (VEGF) en els “tissue microarrays” (TMA) de 252 pacients diagnosticats de limfoma de Hodgkin tractats de forma homogènia (poliquimioteràpia esquema ADVD amb o sense radioteràpia) entre els anys 1978 i 2003. Els resultats s’han correlacionat amb l’evolució dels pacients i s’ha avaluat la seva importància en la supervivència lliure de malaltia i supervivencia global de la sèrie.

Impact of normalization on miRNA microarray expression profiling.

Profiling miRNA levels in cells with miRNA microarrays is becoming a widely used technique. Although normalization methods for mRNA gene expression arrays are well established, miRNA array normalization has so far not been investigated in detail. In this study we investigate the impact of normalization on data generated with the Agilent miRNA array platform. We have developed a method to select nonchanging miRNAs (invariants) and use them to compute linear regression normalization coefficients or variance stabilizing normalization (VSN) parameters. We compared the invariants normalization to normalization by scaling, quantile, and VSN with default parameters as well as to no normalization using samples with strong differential expression of miRNAs (heart-brain comparison) and samples where only a few miRNAs are affected (by p53 overexpression in squamous carcinoma cells versus control). All normalization methods performed better than no normalization. Normalization procedures based on the set of invariants and quantile were the most robust over all experimental conditions tested. Our method of invariant selection and normalization is not limited to Agilent miRNA arrays and can be applied to other data sets including those from one color miRNA microarray platforms, focused gene expression arrays, and gene expression analysis using quantitative PCR.

The Growing Importance of CNVs: New Insights for Detection and Clinical Interpretation.

Differences between genomes can be due to single nucleotide variants, translocations, inversions, and copy number variants (CNVs, gain or loss of DNA). The latter can range from sub-microscopic events to complete chromosomal aneuploidies. Small CNVs are often benign but those larger than 500 kb are strongly associated with morbid consequences such as developmental disorders and cancer. Detecting CNVs within and between populations is essential to better understand the plasticity of our genome and to elucidate its possible contribution to disease. Hence there is a need for better-tailored and more robust tools for the detection and genome-wide analyses of CNVs. While a link between a given CNV and a disease may have often been established, the relative CNV contribution to disease progression and impact on drug response is not necessarily understood. In this review we discuss the progress, challenges, and limitations that occur at different stages of CNV analysis from the detection (using DNA microarrays and next-generation sequencing) and identification of recurrent CNVs to the association with phenotypes. We emphasize the importance of germline CNVs and propose strategies to aid clinicians to better interpret structural variations and assess their clinical implications.

Changes in the transcriptional profile of transporters in the intestine along the anterior-posterior and crypt-villus axes.

BACKGROUND: The purpose of this work was to characterize the expression of drug and nutrient carriers along the anterior-posterior and crypt-villus axes of the intestinal epithelium and to study the validity of utilizing whole gut tissue rather than purified epithelial cells to examine regional variations in gene expression. RESULTS: We have characterized the mRNA expression profiles of 76 % of all currently known transporters along the anterior-posterior axis of the gut. This is the first study to describe the expression profiles of the majority of all known transporters in the intestine. The expression profiles of transporters, as defined according to the Gene Ontology consortium, were measured in whole tissue of the murine duodenum, jejunum, ileum and colon using high-density microarrays. For nine transporters (Abca1, Abcc1, Abcc3, Abcg8, Slc10a2, Slc28a2, Slc2a1, Slc34a2 and Slc5a8), the mRNA profiles were further measured by RT-PCR in laser micro-dissected crypt and villus epithelial cells corresponding to the aforementioned intestinal regions. With respect to differentially regulated transporters, the colon had a distinct expression profile from small intestinal segments. The majority (59 % for p cutoff < or = 0.05) of transporter mRNA levels were constant across the intestinal sections studied. For the transporter subclass "carrier activity", which contains the majority of known carriers for biologically active compounds, a significant change (p < or = 0.05) along the anterior-posterior axis was observed. CONCLUSION: All nine transporters examined in laser-dissected material demonstrated good replication of the region-specific profiles revealed by microarray. Furthermore, we suggest that the distribution characteristics of Slc5a8 along the intestinal tract render it a suitable candidate carrier for monocarboxylate drugs in the posterior portion of the intestine. Our findings also predict that there is a significant difference in the absorption of carrier-mediated compounds in the different intestinal segments. The most pronounced differences can be expected between the adjoining segments ileum and colon, but the differences between the other adjoining segments are not negligible. Finally, for the examined genes, profiles measured in whole intestinal tissue extracts are representative of epithelial cell-only gene expression.

Mutation screening of multiple genes in Spanish patients with autosomal recessive retinitis pigmentosa by targeted resequencing.

Retinitis Pigmentosa (RP) is a heterogeneous group of inherited retinal dystrophies characterised ultimately by the loss of photoreceptor cells. RP is the leading cause of visual loss in individuals younger than 60 years, with a prevalence of about 1 in 4000. The molecular genetic diagnosis of autosomal recessive RP (arRP) is challenging due to the large genetic and clinical heterogeneity. Traditional methods for sequencing arRP genes are often laborious and not easily available and a screening technique that enables the rapid detection of the genetic cause would be very helpful in the clinical practice. The goal of this study was to develop and apply microarray-based resequencing technology capable of detecting both known and novel mutations on a single high-throughput platform. Hence, the coding regions and exon/intron boundaries of 16 arRP genes were resequenced using microarrays in 102 Spanish patients with clinical diagnosis of arRP. All the detected variations were confirmed by direct sequencing and potential pathogenicity was assessed by functional predictions and frequency in controls. For validation purposes 4 positive controls for variants consisting of previously identified changes were hybridized on the array. As a result of the screening, we detected 44 variants, of which 15 are very likely pathogenic detected in 14 arRP families (14%). Finally, the design of this array can easily be transformed in an equivalent diagnostic system based on targeted enrichment followed by next generation sequencing.

Human Papillomavirus (HPV) Type Distribution in Females with Abnormal Cervical Cytology. A Correlation with Histological Study

The aim of this study was to determine human papillomavirus (HPV) types distribution in cervical preneoplasic lesions in a Southern Spanish population and their relationship between HPV type and grade of histopathological abnormality. Finally, 232 cervical samples from 135 women with previous cytological abnormalities were included in this study. Colposcopy studies and biopsies were performed. Haematoxylin-eosin stained slides were observed and detection of HPV DNA in cervical swabs was carried out with use of a polymerase chain reaction and microarrays technology. The relationship between the presence of HPV infection and diagnostic variables was evaluated. HPV 16 was the most common type followed by HPV 58, 51, 33 and 31. However, the two HPV types targeted in the prophylactic vaccines such as HPV type 16 and 18 were detected in only 37 (21.2%) and 2 (1.1%) cases respectively. Thirty-three (18.9%) of samples were infected with multiple types, the majority of them with two types. In addition, during the follow-up of patients many changes in type distribution were observed. Several studies will be necessary in order to evaluate the HPV type distribution for therapeutically and prophylactic purposes such as vaccine treatment. Also, because of the differences obtained depending of use of various DNA technologies, the performance of some comparative studies of the different methods from detection of HPV would be advisable in a high population of patients and with the most homogeneous conditions possible.

Graph based study of allergen cross-reactivity of plant lipid transfer proteins (LTPs) using microarray in a multicenter study.

The study of cross-reactivity in allergy is key to both understanding. the allergic response of many patients and providing them with a rational treatment In the present study, protein microarrays and a co-sensitization graph approach were used in conjunction with an allergen microarray immunoassay. This enabled us to include a wide number of proteins and a large number of patients, and to study sensitization profiles among members of the LTP family. Fourteen LTPs from the most frequent plant food-induced allergies in the geographical area studied were printed into a microarray specifically designed for this research. 212 patients with fruit allergy and 117 food-tolerant pollen allergic subjects were recruited from seven regions of Spain with different pollen profiles, and their sera were tested with allergen microarray. This approach has proven itself to be a good tool to study cross-reactivity between members of LTP family, and could become a useful strategy to analyze other families of allergens.

Microarray profiling of mononuclear peripheral blood cells identifies novel candidate genes related to chemoradiation response in rectal cancer.

Preoperative chemoradiation significantly improves oncological outcome in locally advanced rectal cancer. However there is no effective method of predicting tumor response to chemoradiation in these patients. Peripheral blood mononuclear cells have emerged recently as pathology markers of cancer and other diseases, making possible their use as therapy predictors. Furthermore, the importance of the immune response in radiosensivity of solid organs led us to hypothesized that microarray gene expression profiling of peripheral blood mononuclear cells could identify patients with response to chemoradiation in rectal cancer. Thirty five 35 patients with locally advanced rectal cancer were recruited initially to perform the study. Peripheral blood samples were obtained before neaodjuvant treatment. RNA was extracted and purified to obtain cDNA and cRNA for hybridization of microarrays included in Human WG CodeLink bioarrays. Quantitative real time PCR was used to validate microarray experiment data. Results were correlated with pathological response, according to Mandard´s criteria and final UICC Stage (patients with tumor regression grade 1-2 and downstaging being defined as responders and patients with grade 3-5 and no downstaging as non-responders). Twenty seven out of 35 patients were finally included in the study. We performed a multiple t-test using Significance Analysis of Microarrays, to find those genes differing significantly in expression, between responders (n = 11) and non-responders (n = 16) to CRT. The differently expressed genes were: BC 035656.1, CIR, PRDM2, CAPG, FALZ, HLA-DPB2, NUPL2, and ZFP36. The measurement of FALZ (p = 0.029) gene expression level determined by qRT-PCR, showed statistically significant differences between the two groups. Gene expression profiling reveals novel genes in peripheral blood samples of mononuclear cells that could predict responders and non-responders to chemoradiation in patients with locally advanced rectal cancer. Moreover, our investigation added further evidence to the importance of mononuclear cells' mediated response in the neoadjuvant treatment of rectal cancer.

Study of drug tolerance mechanisms and of the calcineurin pathway in the opportunistic pathogen "Candida albicans"

ABSTRACT :Azole antifungal drugs possess fungistatic activity in Candida albicans making this human pathogen tolerant to these agents. The conversion of azoles into fungicidal agents is of interest since their fungistatic properties increase the ability of C. albicans to develop drug resistance. In C. albicans, the phosphatase calcineurin (calcineurin) is essential for antifungal drug tolerance. Up to now, the only known target of calcineurin is Crzl, which is a transcription factor (TF) involved in responses to ionic stress. Thus, most of the components of the calcineurin signaling remain to be identified in C. albicans.In this work, the calcineurin pathway was investigated in order to i) characterize the role of calcineurin in the biology of C. albicans, ii) identify putative targets of calcineurin and iii) characterize the phenomenon of tolerance to antifungal drugs. Towards these aims, four different approaches were used.First, using C. albicans microarrays, an attempt was made to identify a set of calcineurindependent genes (CDGs). Since CDGs were highly dependent upon the external stimulus used to activate calcineurin (Ca2+ or terbinafine), this stimulus bias was bypassed by the construction of strains expressing a truncated autoactive form of calcineurin (Cmp1tr) in a doxycyclinedependent manner. The characterization of Cmpltr was undertaken and results showed that it mimicked awild-type activated calcineurin for all tested phenotypes (i.e. Cnbl-dependence, inhibition by FK506, phosphatase 2B activity, ability to dephosphorylate Crzl and to regulate Crz1-and calcineurin-dependent genes, role in antifungal drug tolerance and susceptibility, role in colony formation on Spider agar). Cmp1tr was therefore considered as a valid tool to study the calcineurin signaling pathway. In silico analysis of CDGs allowed the identification of i) a significant overlap between CDGs and genes regulated by the Cyrl signalíng pathway, ii) putative interactions between calcineurin activation and cell wall reorganization and phospholipid transport, iii) a putative interactión between calcineurin and the regulation of translation and iv) a putative relation between calcineurin and proteasome regulation. Further in silico analyses of the promoters of Crz1-independent CDGs were performed to identify TFs (other than Crz1) that were likely to regulate CDGs and therefore to be a direct target of calcineurin. The analyses revealed that Rpn4 and Mnl1 were TFs likely to be regulated by calcineurin.Second, in order to better characterize azole tolerance, an attempt was made to i) confirm the role of Hsp90 in fluconazole tolerance with a doxycycline-dependent Hsp90 expression system and ii) assess its calcineurin-dependence. Hsp90 was found to be significantly involved in fluconazole tolerance. However, results were not in agreement with the hypothesis that Hsp90 mediates fluconazole tolerance by the only downstream effector calcineurin. Rather Hsp90 is interacting with numerous components for fluconazole tolerance.Third, a collection of C. albicans TFs mutants were screened for loss of tolerance to terbinafine and fluconazole in order to identify TFs involved in antifungal drug tolerance. Out of the 265 TFs mutants screened, only the upc2Δ/Δ mutant showed a loss of fluconazole and terbinafine tolerance. Interestingly, no relation between Upc2 and calcineurin activity was found. These results suggested that the tolerance to antifungal drugs must not be only considered as a calcineurin-dependent phenomenon in C. albicans.Fourth, using FRCS analyses, an attempt was made to identify putative signs of programmed cell death (PCD) in calcineurin mutant cells upon loss of tolerance to terbinafine. A high proportion of cells died from both RO5-dependent (which is a sign of PCD) and ROS-independent (which is a sign of loss of homeostasis) processes in the calcineurin mutant. While these results suggest that calcineurin represses both loss of homeostasis and PCD, the role of calcineurin in PCD is still an open question.In conclusion, this work allowed i) the identification of several putative calcineurin targets, ii) the discovery of several links between calcineurin and signaling pathways and important biological processes and iii) the identification of novel components of calcineurin-independent mechanisms that participate in tolerance to antifungal drugs in C. albicans.RÉSUME :Les azoles sont des antifongiques qui présentent une activité fongistatique contre Candida albicans et rendent cette levure tolérante à ces agents. La conversion des azoles en agents fongicides est d'intérêts car leurs propriétés fongistatiques favorisent le développement de résistance aux drogues chez C. albicans. La calcineurine (calcineurin) est une phosphatase essentielle pour la tolérance aux antifongiques chez C. albicans. La seule cible connue de la calcineurin est Crz1, un facteur de transcription (FT) impliqué dans la réponse aux stress ionique. Ainsi, la plupart des constituants de la voie de signalisation de la calcineurin restent encore à être identifiés chez C. albicans.Dans ce travail de thèse, la voie de signalisation de la calcineurin a été étudiée de sorte à i) caractériser le rôle de la calcineurin dans la biologie de C. albicans, ii) identifier de nouvelles cibles de la calcineurin et iii) caractériser le phénomène de tolérance aux antifongiques. A ce propos, quatre approches ont été entreprises.Premièrement, des puces à ADN de C. albicans ont été utilisées afin d'identifier les gènes dépendants de la calcineurin (GDCs). Les GDCs étant étroitement dépendants du stimulus utilisé pour activer la calcineurin, le biais «stimulus» a été évité via la construction d'une souche exprimant une forme tronquée et autoactive de la calcineurin (Cmp1tr), en présence de doxycycline. La caractérisation de Cmp1tr a été entreprise et les résultats ont montré qu'elle mimait une calcineurin sauvage et activée pour la plupart des phénotypes testés (i.e. dépendance à Cnb1, inhibition par le FK506, activité phosphatase 2B, déphosphorylation de Crz1 et régulation de gènes dépendant de la calcineurin, rôle dans la tolérance et la susceptibilité aux antifongiques, rôle dans la formation des colonies sur milieu Spider). Cmp1tr a donc été considéré comme un outil pertinent pour l'étude de la voie de signalisation de la calcineurin. Les analyses in silico des GDCs ont permis l'identification i) d'un chevauchement entre les GDCs èt les gènes régulés par la voie de signalisation de Cyrl, ii) d'une interaction entre la calcineurin et la réorganisation de la paroi cellulaire ainsi que le transport des phospholipides, iii) d'une interaction entre calcineurin et la régulation de la traduction et iv) une relation entre la calcineurin et la régulation du protéasome. De plus, une analyse in silico des promoteurs des GDCs avec une régulation indépendante de Crz1 a permis d'identifier deux FTs qui pourraient être des cibles directes de la calcineurin, Rpn4 et Mnll.Deuxièmement, afin de caractériser la tolérance aux azoles, il a été entrepris i) de confirmer le rôle de Hsp90 dans la tolérance au fluconazole en utilisant un système d'expression dépendant de la doxycycline et ii) de caractériser sa dépendance à la calcineurin. Hsp90 a été montré impliqué dans la tolérance aux azoles. Cependant, les résultats n'ont pas corroboré une hypothèse expliquant le rôle d'Hsp90 dans la tolérance aux antifongiques par son unique. interaction avec la calcineurin. Il a été proposé que le rôle d'Hsp90 dans la tolérance aux antifongiques soit dû à ces multiples interactions avec le protéome de C. albicans plutôt que par son interaction avec un partenaire unique.Troisièmement, une collection de mutant pour des FTs de C. albicans a été criblée pour une perte de tolérance au fluconazole ou à la terbinafine, de sorte à identifier les FTs impliqués dans la tolérance aux antifongiques. Sur les 265 FTs passés au crible, seul le mutant upc2Δ/Δ a montré une perte de tolérance au fluconazole et à la terbinafine. Aucune relation n'a été trouvée entre la calcineurin et l'activité d'Upc2. Ces résultats suggèrent que la perte de tolérance aux antifongiques ne doit pas être considérée comme un phénomène exclusivement lié à la voie de signalisation de la calcineurin.Quatrièmement, en utilisant la cytométrie de flux, la présence de signes de mort cellulaire programmée (MCP) a été recherchée lors de la perte de tolérance du mutant calcineurin incubé avec de la terbinafine. Une grande proportion de cellules mortes incluant ou non une production de ROS (un signe de MCP) a été détectée dans le mutant calcineurin. Ces résultats préliminaires suggèrent que la calcineurin réprime autant la perte d'homéostasie qu'elle régule l'entrée en MCP. Cependant d'autres analyses sont nécessaires pour démontrer clairement le rôle de la calcineurin dans la régulation de la MCP.En conclusion, ce travail de thèse a permis i) l'identification de plusieurs cibles possibles de la calcineurine, ii) la découverte de plusieurs interactions entre la calcineurine et d'autres voies de signalisation et processus biologiques importants et iii) de démontrer la présence de voies indépendantes de la calcineurine impliquées dans la tolérance aux antifongiques chez C. albicans.

Pattern of recurrence of early breast cancer is different according to intrinsic subtype and proliferation index.

INTRODUCTION Recurrence risk in breast cancer varies throughout the follow-up time. We examined if these changes are related to the level of expression of the proliferation pathway and intrinsic subtypes. METHODS Expression of estrogen and progesterone receptor, Ki-67, human epidermal growth factor receptor 2 (HER2), epidermal growth factor receptor (EGFR) and cytokeratin 5/6 (CK 5/6) was performed on tissue-microarrays constructed from a large and uniformly managed series of early breast cancer patients (N = 1,249). Subtype definitions by four biomarkers were as follows: luminal A (ER + and/or PR+, HER2-, Ki-67 <14), luminal B (ER + and/or PR+, HER2-, Ki-67 ≥14), HER2-enriched (any ER, any PR, HER2+, any Ki-67), triple-negative (ER-, PR-, HER2-, any Ki-67). Subtype definitions by six biomarkers were as follows: luminal A (ER + and/or PR+, HER2-, Ki-67 <14, any CK 5/6, any EGFR), luminal B (ER + and/or PR+, HER2-, Ki-67 ≥14, any CK 5/6, any EGFR), HER2-enriched (ER-, PR-, HER2+, any Ki-67, any CK 5/6, any EGFR), Luminal-HER2 (ER + and/or PR+, HER2+, any Ki-67, any CK 5/6, any EGFR), Basal-like (ER-, PR-, HER2-, any Ki-67, CK5/6+ and/or EGFR+), triple-negative nonbasal (ER-, PR-, HER2-, any Ki-67, CK 5/6-, EGFR-). Each four- or six-marker defined intrinsic subtype was divided in two groups, with Ki-67 <14% or with Ki-67 ≥14%. Recurrence hazard rate function was determined for each intrinsic subtype as a whole and according to Ki-67 value. RESULTS Luminal A displayed a slow risk increase, reaching its maximum after three years and then remained steady. Luminal B presented most of its relapses during the first five years. HER2-enriched tumors show a peak of recurrence nearly twenty months post-surgery, with a greater risk in Ki-67 ≥14%. However a second peak occurred at 72 months but the risk magnitude was greater in Ki-67 <14%. Triple negative tumors with low proliferation rate display a smooth risk curve, but with Ki-67 ≥14% show sharp peak at nearly 18 months. CONCLUSIONS Each intrinsic subtype has a particular pattern of relapses over time which change depending on the level of activation of the proliferation pathway assessed by Ki-67. These findings could have clinical implications both on adjuvant treatment trial design and on the recommendations concerning the surveillance of patients.

The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models.

Gene expression data from microarrays are being applied to predict preclinical and clinical endpoints, but the reliability of these predictions has not been established. In the MAQC-II project, 36 independent teams analyzed six microarray data sets to generate predictive models for classifying a sample with respect to one of 13 endpoints indicative of lung or liver toxicity in rodents, or of breast cancer, multiple myeloma or neuroblastoma in humans. In total, >30,000 models were built using many combinations of analytical methods. The teams generated predictive models without knowing the biological meaning of some of the endpoints and, to mimic clinical reality, tested the models on data that had not been used for training. We found that model performance depended largely on the endpoint and team proficiency and that different approaches generated models of similar performance. The conclusions and recommendations from MAQC-II should be useful for regulatory agencies, study committees and independent investigators that evaluate methods for global gene expression analysis.

CATMA, a comprehensive genome-scale resource for silencing and transcript profiling of Arabidopsis genes.

BACKGROUND: The Complete Arabidopsis Transcript MicroArray (CATMA) initiative combines the efforts of laboratories in eight European countries 1 to deliver gene-specific sequence tags (GSTs) for the Arabidopsis research community. The CATMA initiative offers the power and flexibility to regularly update the GST collection according to evolving knowledge about the gene repertoire. These GST amplicons can easily be reamplified and shared, subsets can be picked at will to print dedicated arrays, and the GSTs can be cloned and used for other functional studies. This ongoing initiative has already produced approximately 24,000 GSTs that have been made publicly available for spotted microarray printing and RNA interference. RESULTS: GSTs from the CATMA version 2 repertoire (CATMAv2, created in 2002) were mapped onto the gene models from two independent Arabidopsis nuclear genome annotation efforts, TIGR5 and PSB-EuGène, to consolidate a list of genes that were targeted by previously designed CATMA tags. A total of 9,027 gene models were not tagged by any amplified CATMAv2 GST, and 2,533 amplified GSTs were no longer predicted to tag an updated gene model. To validate the efficacy of GST mapping criteria and design rules, the predicted and experimentally observed hybridization characteristics associated to GST features were correlated in transcript profiling datasets obtained with the CATMAv2 microarray, confirming the reliability of this platform. To complete the CATMA repertoire, all 9,027 gene models for which no GST had yet been designed were processed with an adjusted version of the Specific Primer and Amplicon Design Software (SPADS). A total of 5,756 novel GSTs were designed and amplified by PCR from genomic DNA. Together with the pre-existing GST collection, this new addition constitutes the CATMAv3 repertoire. It comprises 30,343 unique amplified sequences that tag 24,202 and 23,009 protein-encoding nuclear gene models in the TAIR6 and EuGène genome annotations, respectively. To cover the remaining untagged genes, we identified 543 additional GSTs using less stringent design criteria and designed 990 sequence tags matching multiple members of gene families (Gene Family Tags or GFTs) to cover any remaining untagged genes. These latter 1,533 features constitute the CATMAv4 addition. CONCLUSION: To update the CATMA GST repertoire, we designed 7,289 additional sequence tags, bringing the total number of tagged TAIR6-annotated Arabidopsis nuclear protein-coding genes to 26,173. This resource is used both for the production of spotted microarrays and the large-scale cloning of hairpin RNA silencing vectors. All information about the resulting updated CATMA repertoire is available through the CATMA database http://www.catma.org.