Doctor of Philosophy / Department of Statistics / Haiyan Wang / High throughput screening technologies have generated a huge amount of biological data in the last ten years. With the easy availability of array technology, researchers started to investigate biological mechanisms using experiments with more sophisticated designs that pose novel challenges to statistical analysis. We provide theory for robust statistical tests in three flexible models. In the first model, we consider the hypothesis testing problems when there are a large number of variables observed repeatedly over time. A potential application is in tumor genomics where an array comparative genome hybridization (aCGH) study will be used to detect progressive DNA copy number changes in tumor development. In the second model, we consider hypothesis testing theory in a longitudinal microarray study when there are multiple treatments or experimental conditions. The tests developed can be used to detect treatment effects for a large group of genes and discover genes that respond to treatment over time. In the third model, we address a hypothesis testing problem that could arise when array data from different sources are to be integrated. We perform statistical tests by assuming a nested design. In all models, robust test statistics were constructed based on moment methods allowing unbalanced design and arbitrary heteroscedasticity. The limiting distributions were derived under the nonclassical setting when the number of probes is large. The test statistics are not targeted at a single probe. Instead, we are interested in testing for a selected set of probes simultaneously. Simulation studies were carried out to compare the proposed methods with some traditional tests using linear mixed-effects models and generalized estimating equations. Interesting results obtained with the proposed theory in two cancer genomic studies suggest that the new methods are promising for a wide range of biological applications with longitudinal arrays.

As malformações cardíacas congênitas (MCCs) são as malformações mais comuns ao nascimento, representando uma importante causa de morbidade e mortalidade em recém-nascidos. Nos últimos anos, estudos utilizando testes citogenômicos têm permitido elucidar e compreender melhor as causas das MCCs. O objetivo geral desse estudo foi investigar a presença de CNVs em amostras de tecido obtidas post-mortem de portadores de malformações cardíacas congênitas sindrômicas; e os objetivos específicos consistiram em avaliar a frequência das CNVs, destacando as mais relevantes, comparar a presença de CNVs nos diferentes tecidos e realizar a correlação genótipo-fenótipo. Para isso, foram estudados um total de 52 casos de natimortos e recém-nascidos provenientes do Serviço de Verificação de Óbitos - FMUSP. Amostras de DNA extraídas da pele, diafragma e do coração foram avaliadas utilizando o kit AmpFlSTR® MiniFiler(TM) PCR Amplification (Life Technologies(TM), USA) e a técnica de Multiplex Ligation-dependent Probe Amplification (MLPA) com diferentes kits (MCR-Holland, Holanda). A técnica de FISH foi utilizada para a confirmação dos resultados obtidos em um dos casos estudados. Foram encontradas CNVs relevantes em 21 casos, incluindo trissomia do 18 (10 casos), trissomia do 21 (4 casos), trissomia do 13 (2 casos), trissomia do 16 (1 caso), monossomia do X em mosaico (1 caso), dup 4p16 (1 caso), dup 11q25 (1 caso) e del GATA4 éxon 6 (1 caso). A análise genômica se mostrou eficiente na investigação das bases genômicas e na caracterização das diferentes malformações em amostras post-mortem de portadores de MCC sindrômicas / Congenital heart defects (CHDs) are the most common birth defect and represent an important cause of morbidity and mortality in newborns. In recent years, studies using cytogenomic tests have enabled an improved understanding of the causes of CHD. The general objective of this study was to investigate the presence of CNVs in post-mortem tissue samples from patients with congenital syndromic cardiac malformations; and the specific objectives were to evaluate the frequency of CNVs, highlighting the most relevant ones, to compare the presence of CNVs in the different tissues and to perform the genotype-phenotype correlation. For this, a total of 52 stillbirth and newborn cases from the Death Verification Service (SVO), FMUSP were investigated. DNA samples from skin, diaphragm and heart tissues were evaluated using an AmpFlSTR® MiniFiler(TM) PCR Amplification Kit (Life Technologies(TM), California, USA) and Multiplex Ligation-dependent Probe Amplification (MLPA) with different kits (MCRHolland, Amsterdam, The Netherlands). FISH was used to confirm the results of one of the studied cases. The results showed relevant copy number variations (CNVs) in 21 cases, including trisomy 18 (10 cases), trisomy 21 (4 cases), trisomy 13 (2 cases), trisomy 16 (1 case), mosaic monosomy X (1 case), dup 4p16 (1 case), dup 11q25 (1 case) and del GATA4 exon 6 (1 case). Genomic analysis was found to efficiently identify the genomic basis of, and characterize, various malformations found in postmortem samples from syndromic CHD carriers

As malformações cardíacas congênitas (MCCs) são as malformações mais comuns ao nascimento, representando uma importante causa de morbidade e mortalidade em recém-nascidos. Nos últimos anos, estudos utilizando testes citogenômicos têm permitido elucidar e compreender melhor as causas das MCCs. O objetivo geral desse estudo foi investigar a presença de CNVs em amostras de tecido obtidas post-mortem de portadores de malformações cardíacas congênitas sindrômicas; e os objetivos específicos consistiram em avaliar a frequência das CNVs, destacando as mais relevantes, comparar a presença de CNVs nos diferentes tecidos e realizar a correlação genótipo-fenótipo. Para isso, foram estudados um total de 52 casos de natimortos e recém-nascidos provenientes do Serviço de Verificação de Óbitos - FMUSP. Amostras de DNA extraídas da pele, diafragma e do coração foram avaliadas utilizando o kit AmpFlSTR® MiniFiler(TM) PCR Amplification (Life Technologies(TM), USA) e a técnica de Multiplex Ligation-dependent Probe Amplification (MLPA) com diferentes kits (MCR-Holland, Holanda). A técnica de FISH foi utilizada para a confirmação dos resultados obtidos em um dos casos estudados. Foram encontradas CNVs relevantes em 21 casos, incluindo trissomia do 18 (10 casos), trissomia do 21 (4 casos), trissomia do 13 (2 casos), trissomia do 16 (1 caso), monossomia do X em mosaico (1 caso), dup 4p16 (1 caso), dup 11q25 (1 caso) e del GATA4 éxon 6 (1 caso). A análise genômica se mostrou eficiente na investigação das bases genômicas e na caracterização das diferentes malformações em amostras post-mortem de portadores de MCC sindrômicas / Congenital heart defects (CHDs) are the most common birth defect and represent an important cause of morbidity and mortality in newborns. In recent years, studies using cytogenomic tests have enabled an improved understanding of the causes of CHD. The general objective of this study was to investigate the presence of CNVs in post-mortem tissue samples from patients with congenital syndromic cardiac malformations; and the specific objectives were to evaluate the frequency of CNVs, highlighting the most relevant ones, to compare the presence of CNVs in the different tissues and to perform the genotype-phenotype correlation. For this, a total of 52 stillbirth and newborn cases from the Death Verification Service (SVO), FMUSP were investigated. DNA samples from skin, diaphragm and heart tissues were evaluated using an AmpFlSTR® MiniFiler(TM) PCR Amplification Kit (Life Technologies(TM), California, USA) and Multiplex Ligation-dependent Probe Amplification (MLPA) with different kits (MCRHolland, Amsterdam, The Netherlands). FISH was used to confirm the results of one of the studied cases. The results showed relevant copy number variations (CNVs) in 21 cases, including trisomy 18 (10 cases), trisomy 21 (4 cases), trisomy 13 (2 cases), trisomy 16 (1 case), mosaic monosomy X (1 case), dup 4p16 (1 case), dup 11q25 (1 case) and del GATA4 exon 6 (1 case). Genomic analysis was found to efficiently identify the genomic basis of, and characterize, various malformations found in postmortem samples from syndromic CHD carriers

<p>Neurofibromatosis type-2 (NF2) is an autosomal dominant disorder with the clinical hallmark of bilateral eighth cranial nerve schwannomas. However, the diagnostic criterion is complicated by the presence of a variable phenotype, with the severe form presenting with additional tumors such as peripheral schwannoma, meningioma and ependymoma. We constructed a microarray spanning 11Mb of 22q, encompassing the <i>NF2 </i>gene, to detect deletions in schwannoma. Forty seven patients were analyzed and heterozygous deletions were detected in 45% of tumors. Using this array-based approach, we also detected genetic heterogeneity in a number of samples studied. Despite the high sensitivity and the comprehensive series of studied schwannomas, no homozygous deletions affecting the <i>NF2</i> gene were detected <b>(paper I)</b>. In order to detect more subtle deletions within the <i>NF2</i> locus, a higher-resolution gene-specific array was developed, for the detection of disease-causing<b> </b>deletions using a PCR-based non-redundant strategy. This novel approach for array construction significantly increased the reliability and resolution of deletion-detection within the <i>NF2 </i>locus <b>(paper II)</b>. To further expand the coverage of the 11 Mb microarray, we constructed the first comprehensive microarray representing a human chromosome for analysis of DNA copy number. This 22q array covers 34.7 Mb, representing 1.1% of the genome, with an average resolution of 75 kb <b>(paper III)</b>. Using this array, we analyzed sporadic and familial schwannomatosis samples, which revealed two commonly deleted regions within the immunoglobulin lambda locus and the <i>GSTT1/CABIN1</i> locus. These regions were further characterized using higher-resolution non-redundant arrays, bioinformatic tools, positional cloning and mutational screening. Missense mutations were detected in the <i>CABIN1</i> gene, which may contribute to the pathogenesis of schwannomatosis and therefore requires further study <b>(paper IV)</b>. Meningioma is the second most common NF2-associated tumor and loss of 1p has been previously established as a major genetic factor for disease initiation/progression and also correlates with increased morbidity. We analyzed 82 meningiomas using a chromosome 1 tiling-path genomic microarray. The distribution of aberrations detected supports the existence of at least four regions on chromosome 1, which are important for meningioma tumorigenesis <b>(paper V)</b>.</p>

<p>Neurofibromatosis type 2 (NF2) is an autosomal dominant disorder with the clinical hallmark of bilateral vestibular schwannomas (VS). Patients affected by a severe NF2 phenotype also presents with peripheral schwannomas, meningiomas and ependymomas. The closely related disorder schwannomatosis also displays multiple schwannomas, but never VS. Mutation screening of the <i>NF2</i> gene in the above mentioned tumors did not identify mutations in numerous of cases. We analyzed the DNA sequence covering the <i>NF2</i> locus in order to identify evolutionarily conserved non-genic sequences (CNGs) with unknown regulatory function (paper I). The aim was to analyze CNGs for mutations in DNA derived from patients affected by NF2 associated tumors. During mutation analysis of the coding part of <i>NF2</i> and within the CNGs defined in paper I, were mutations detected in 39% of sporadic meningiomas (paper II). Two candidate regions were identified on 22q using array-CGH. Methylation profiling did not identify methylation of the <i>NF2</i> promoter in these tumors. Sporadic schwannomas were profiled for CNV using a 22q genomic array in the search for putative gene(s) that in addition to <i>NF2</i> could be involved in the development of schwannoma and/or schwannomatosis (paper III). The predominant aberration identified was monosomy 22. Terminal and interstitial deletions encompassing the <i>NF2</i> gene were detected in tumor DNA and eight loci affected by CNV in constitutional DNA. Some of these CNVs are unlikely to be phenotypically neutral, considering their size and gene content. Two schwannomatosis candidate regions were identified on 22q using array-CGH (paper IV). These regions were further characterized by a PCR-product based array with higher resolution. Rearrangements of the immunoglobulin lambda (<i>IGL</i>) locus detected were restricted to schwannomatosis patients. In the second candidate region spanning <i>GSTT1</i> and <i>CABIN1</i> genes, was frequent copy number polymorphism at the <i>GSTT1</i> locus identified. We further describe missense mutations in the <i>CABIN1 </i>gene, making this gene a plausible candidate which may contribute to the pathogenesis of these disorders. </p>

Neurofibromatosis type-2 (NF2) is an autosomal dominant disorder with the clinical hallmark of bilateral eighth cranial nerve schwannomas. However, the diagnostic criterion is complicated by the presence of a variable phenotype, with the severe form presenting with additional tumors such as peripheral schwannoma, meningioma and ependymoma. We constructed a microarray spanning 11Mb of 22q, encompassing the NF2 gene, to detect deletions in schwannoma. Forty seven patients were analyzed and heterozygous deletions were detected in 45% of tumors. Using this array-based approach, we also detected genetic heterogeneity in a number of samples studied. Despite the high sensitivity and the comprehensive series of studied schwannomas, no homozygous deletions affecting the NF2 gene were detected <b>(paper I)</b>. In order to detect more subtle deletions within the NF2 locus, a higher-resolution gene-specific array was developed, for the detection of disease-causing<b> </b>deletions using a PCR-based non-redundant strategy. This novel approach for array construction significantly increased the reliability and resolution of deletion-detection within the NF2 locus <b>(paper II)</b>. To further expand the coverage of the 11 Mb microarray, we constructed the first comprehensive microarray representing a human chromosome for analysis of DNA copy number. This 22q array covers 34.7 Mb, representing 1.1% of the genome, with an average resolution of 75 kb <b>(paper III)</b>. Using this array, we analyzed sporadic and familial schwannomatosis samples, which revealed two commonly deleted regions within the immunoglobulin lambda locus and the GSTT1/CABIN1 locus. These regions were further characterized using higher-resolution non-redundant arrays, bioinformatic tools, positional cloning and mutational screening. Missense mutations were detected in the CABIN1 gene, which may contribute to the pathogenesis of schwannomatosis and therefore requires further study <b>(paper IV)</b>. Meningioma is the second most common NF2-associated tumor and loss of 1p has been previously established as a major genetic factor for disease initiation/progression and also correlates with increased morbidity. We analyzed 82 meningiomas using a chromosome 1 tiling-path genomic microarray. The distribution of aberrations detected supports the existence of at least four regions on chromosome 1, which are important for meningioma tumorigenesis <b>(paper V)</b>.

Neurofibromatosis type 2 (NF2) is an autosomal dominant disorder with the clinical hallmark of bilateral vestibular schwannomas (VS). Patients affected by a severe NF2 phenotype also presents with peripheral schwannomas, meningiomas and ependymomas. The closely related disorder schwannomatosis also displays multiple schwannomas, but never VS. Mutation screening of the NF2 gene in the above mentioned tumors did not identify mutations in numerous of cases. We analyzed the DNA sequence covering the NF2 locus in order to identify evolutionarily conserved non-genic sequences (CNGs) with unknown regulatory function (paper I). The aim was to analyze CNGs for mutations in DNA derived from patients affected by NF2 associated tumors. During mutation analysis of the coding part of NF2 and within the CNGs defined in paper I, were mutations detected in 39% of sporadic meningiomas (paper II). Two candidate regions were identified on 22q using array-CGH. Methylation profiling did not identify methylation of the NF2 promoter in these tumors. Sporadic schwannomas were profiled for CNV using a 22q genomic array in the search for putative gene(s) that in addition to NF2 could be involved in the development of schwannoma and/or schwannomatosis (paper III). The predominant aberration identified was monosomy 22. Terminal and interstitial deletions encompassing the NF2 gene were detected in tumor DNA and eight loci affected by CNV in constitutional DNA. Some of these CNVs are unlikely to be phenotypically neutral, considering their size and gene content. Two schwannomatosis candidate regions were identified on 22q using array-CGH (paper IV). These regions were further characterized by a PCR-product based array with higher resolution. Rearrangements of the immunoglobulin lambda (IGL) locus detected were restricted to schwannomatosis patients. In the second candidate region spanning GSTT1 and CABIN1 genes, was frequent copy number polymorphism at the GSTT1 locus identified. We further describe missense mutations in the CABIN1 gene, making this gene a plausible candidate which may contribute to the pathogenesis of these disorders.

Orientadores: Carmen Silvia Passos Lima, Fernando Ferreira Costa / Tese (doutorado) - Universidade Estadual de Campinas, Faculdade de Ciências Médicas / Made available in DSpace on 2018-08-19T13:59:25Z (GMT). No. of bitstreams: 1 Lourenco_GustavoJacob_D.pdf: 4599367 bytes, checksum: 0a02bc7c2e5acd6b81b6cbb948444b69 (MD5) Previous issue date: 2011 / Resumo: Alterações genéticas herdadas, como os polimorfismos gênicos de base única (SNPs) e as variações no número de cópias do DNA (CNVs), foram associadas com o risco de carcinoma de células escamosas (CEC) de base de língua (BL) em poucos estudos. O CEC de BL é um tumor que determina altas taxas de morbidade e mortalidade, no entanto, sua associação com polimorfismos genéticos não está estabelecida. Frente ao exposto, o objetivo deste estudo foi o de avaliar os papéis de SNPs e CNVs no CEC de BL. O DNA genômico foi obtido de amostras de sangue periférico de 49 pacientes com CEC de BL e de 49 controles. Cada amostra foi analisada por meio de lâminas com microarranjos de DNA contendo 500.568 SNPs e 420.000 CNVs (Affymetrix®). A digestão enzimática do DNA, a ligação de adaptadores, a amplificação, a fragmentação, a marcação, a hibridização, as lavagens e a leitura das intensidades dos sinais das sondas foram realizadas de acordo com instruções do fabricante. Os dados obtidos foram analisados utilizando o programa Bioconductor e o algoritmo crlmm. Para os SNPs, as diferenças entre os grupos foram analisadas por meio da regressão logística múltipla. Para as CNVs, os dados obtidos foram analisados por meio do programa Partek®. Regiões de ganhos ou perdas significativas de DNA foram determinadas pelo algoritmo cbs. Os genes de interesse foram escolhidos por meio do programa DAVID. Nós observamos que a frequência de 6.609 SNPs foi distinta entre pacientes com CEC de BL e controles (P< 0,01). Cinquenta e dois SNPs (0,8%) estiveram localizados nas regiões codificantes do DNA, 51 (0,8%) estiveram nas regiões 3' e 5' não traduzidas, 3.461 estiveram em regiões regulatórias de transcrição e 3.045 em íntrons. Os SNPs considerados de interesse estiveram localizados nos genes relacionados ao ciclo celular (ERP29, MCC e PTCH1), à transcrição (IKBKAP e ZNF415) e à adesão celular (COL22A1, LEF1 e LY6K). Nós identificamos regiões do DNA que apresentaram duplicações em genes relacionados com a proliferação celular (ADAM3A, ADAM5P e DDT), apoptose (FAM90A), mecanismo de defesa (DEFB) e metabolismo de carcinógenos (GSTs). Nós também observamos genes deletados relacionados à apoptose (BLC2) e aos receptores do olfato (ORs). Nossos resultados sugerem que SNPs e CNVs em genes relacionados com a origem e a progressão de tumores podem predispor indivíduos ao CEC de BL. No entanto, esses resultados devem ser validados por genotipagens de número maior de indivíduos e por análises funcionais de proteínas codificadas por alelos distintos de genes polimórficos / Abstract: Inherited genetic alterations, such as single nucleotide polymorphisms (SNPs) and copy number variations (CNVs), were described in association with base of tongue (BT) squamous cell carcinoma (SCC) risk in only few reports. BTSCC are tumours with high morbidity and mortality rates; however, the association of SNPs and CNVs and BTSCC risk is still not clarified and, therefore, this was the aim of the present study. DNA was extracted of the peripheral blood samples of 49 BTSCC patients and 49 controls. Each sample was genotyped using DNA high-resolution microarrays containing 500.568 SNPs and 420.000 CNVs (Affymetrix®). Further sample processing, including digestion, adaptor ligation, amplification, fragmentation, labelling, hybridization, washing and scanning was assayed according to the standard protocol. Genotype data were acquired by genotyping calling of samples using the crlmm algorithm provided by Bioconductor software, as per the recommended guidelines. For SNPs, the differences between groups were analysed by the logistic regression model. For CNVs, the patients' and controls' data files were imported into the Partek® Genomic Suite. Common aberration analysis was performed on all samples to identify genomic intervals that had statistically significant aberrations. Significantly different regions were determined using the segmentation algorithm. For SNPs, we observed 6.609 SNPs with distinct frequencies between BTSCC patients and controls (P< 0.01). Fifty two SNPs (0.8%) were located in coding sequence of amino acids, 51 (0.8%) in 3' and 5' untranslated regions, 3.461 (52.4%) in up or downstream regions and 3.045 (46.0%) in introns. The SNPs were clustered to their main function, evidencing those localized in genes related to cell cycle and apoptosis (ERP29, MCC and PTCH1), transcriptional process (IKBKAP and ZNF415) and cell adhesion and metastasis (COL22A1, LEF1 and LY6K). We also identified a consistent number of altered regions including duplicated genes, such as involved in cell proliferation and angiogenesis (ADAM3A, ADAM5P and DDT), apoptosis (FAM90A), defensins proteins (DEFB) and metabolism of carcinogens (GSTs); and deleted genes, such as in olfactory receptors (ORs) and apoptosis (BCL2). Our preliminary results suggest that SNPs and CNVs in genes involved in tumour origin and progression may predispose individuals to BTSCC. However, these results should be confirmed by functional studies of coded proteins and validated by genotyping in larger epidemiological studies / Doutorado / Biologia Estrutural, Celular, Molecular e do Desenvolvimento / Doutor em Fisiopatologia Medica

L’infertilité représente un problème majeur de santé publique en concernant 10 à 15% des couples en âge de procréer. Un facteur masculin est responsable de l’infertilité du couple dans près de la moitié des cas. Pour environ 30% d'entre eux, l'étiologie reste inexpliquée. Le premier axe du travail a concerné l’étude moléculaire d’une cohorte de patients infertiles (azoospermie non-obstructive/cryptozoospermie ou désordre du développement sexuel ou DSD) pour lesquels les analyses du caryotype standard et/ou des microdélétions des régions AZF par PCR n’ont pas permis d’expliquer le phénotype. L'impact des variations de nombre de copies de l'ADN (CNV) détectées par l'hybridation génomique comparative sur puce à ADN est peu documenté. Un design personnalisé de puce à ADN de format 400K, pangénomique et enrichi sur un large panel de 445 gènes liés à l'infertilité et à un DSD a été développé. Cette puce a permis l’identification de 171 CNV d’intérêt. Ces résultats soulignent l’intérêt de ce design comme outil diagnostic dans le cadre du bilan de l’infertilité masculine. Le second axe du travail a été de modéliser l’infertilité masculine in vitro dans un contexte d’anomalie génétique. Des cellules souches pluripotentes induites humaines (hiPS) ont été générées à partir d’érythroblastes de deux patients infertiles porteurs d’un remaniement chromosomique complexe ou d’un caryotype 46,XX-SRY négatif avec mutation du gène de l’AMH. Dans un deuxième temps, la fonctionnalité des lignées de cellules hiPS générées a été testée par différenciation in vitro en cellules germinales primordiales (CGP). Elles expriment les marqueurs clés du stade CGP dont SOX17, le déterminant germinal le plus précoce des CGP. Les perspectives de ce travail seront de poursuivre la différenciation germinale vers des stades plus matures et ainsi de pouvoir étudier le processus méiotique dans un contexte d’anomalie génétique. / Infertility represents a major public health problem and concerns 10 to 15% of couples in the general population. A male factor is responsible for the infertility of the couple in about half of all cases. In approximately 30% of them, the etiology remains unexplained.The first working axis concerned the molecular study of a cohort of infertile patients (nonobstructiveazoospermia/ cryptozoospermia and disorder of the sex development or DSD) for whom analyses of standard karyotype and/or microdeletions of AZF regions were not able to explain the phenotype. The impact of copy number variations of DNA (CNVs) detected by comparative genomic hybridization (CGH-array) is poorly documented. A custom design 400K micoarray, genome-wide and enriched on a wide panel of 445 genes linked with infertility and DSD has been achieved. This array allowed the identification of 171 CNVs of interest.These results underline the potential of this design for diagnosis of male infertility. The second objective of this work was the in vitro modelisation of male infertility in a context of genetic abnormality. For that purpose, human induced pluripotent stem cells (hiPSCs) were generated from erythroblasts by means of not integrative Sendaï virus, in two patients carrying genetic abnormalities (complex chromosomal rearrangement and 46,XX-SRY negative karyotype associated with AMH gene mutation). Secondly, functionality of hiPSCs generated was tested by germ cells in vitro differentiation. Primordial germ cell (PGC) stage was successfully obtained. Cells expressed key PGC markers such as SOX17. The perspectives of this work will be to continuethe germinal differentiation towards more mature stages and so to be able studying the meiotic process in a context of genetic abnormality.

Le caryotype moléculaire permet d’identifier un CNV chez 10-14% des individus atteints de déficience intellectuelle et/ou de malformations congénitales. C’est pourquoi il s’agit maintenant de l’analyse de première intention chez ces patients. Toutefois, le rendement diagnostique n’est pas aussi bien défini en contexte prénatal et l’identification de CNVs de signification clinique incertaine y est particulièrement problématique à cause du risque d’interruption de grossesse. Nous avons donc testé 49 fœtus avec malformations majeures et un caryotype conventionnel normal avec une micropuce CGH pangénomique, et obtenu un diagnostic dans 8,2% des cas. Par ailleurs, des micropuces à très haute résolution combinant le caryotype moléculaire et le génotypage de SNPs ont récemment été introduites sur le marché. En plus d’identifier les CNVs, ces plateformes détectent les LOHs, qui peuvent indiquer la présence d’une mutation homozygote ou de disomie uniparentale. Ces anomalies pouvant être associées à la déficience intellectuelle ou à des malformations, leur détection est particulièrement intéressante pour les patients dont le phénotype reste inexpliqué. Cependant, le rendement diagnostique de ces plateformes n’est pas confirmé, et l’utilité clinique réelle des LOHs n’est toujours pas établie. Nous avons donc testé 21 enfants atteints de déficience intellectuelle pour qui les méthodes standards d’analyse génétique n’avaient pas résulté en un diagnostic, et avons pu faire passer le rendement diagnostique de 14,3% à 28,6% grâce à l’information fournie par les LOHs. Cette étude démontre l’utilité clinique d’une micropuce CGH pangénomique chez des fœtus avec malformations, de même que celle d’une micropuce SNP chez des enfants avec déficience intellectuelle. / Molecular karyotyping identifies a CNV in 10-14% of individuals affected with intellectual disability and/or congenital abnormalities. Therefore, it is now the first-tier analysis for these patients. However, the diagnostic yield is not as clear in the prenatal context, and the risk of pregnancy termination makes the detection of variants of uncertain clinical significance particularly problematic. We tested 49 fetuses with major malformations and a normal karyotype, using a pangenomic CGH array, and obtained a diagnosis in 8.2% of cases. Furthermore, high-resolution microarrays combining molecular karyotyping and SNP genotyping were recently introduced on the market. In addition to identifying CNVs, these platforms detect LOHs, which can indicate the presence of a homozygous mutation or of uniparental disomy. Since these abnormalities can be associated with intellectual disability or congenital abnormalities, their detection is of particular interest for patients whose phenotype remains unexplained. However, the diagnostic yield obtained with these platforms is not confirmed, and the real clinical value of LOH detection is not yet established. We tested 21 children affected with intellectual disability for whom standard genetic analyses failed to provide a diagnosis, and were able to increase the diagnostic yield from 14.3% to 28.6% as a result of the information provided by LOHs. This study shows the clinical usefulness of pangenomic CGH arrays in fetuses with malformation(s), as well as that of SNP arrays in children with intellectual disability.