MeDIP sequencing services include:
QC of the genomic DNA |
|
Preparation of MeDIP-seq libraries* |
|
Deep sequencing |
|
*Full protocol details can be viewed in the MagMeDIP-seq Package manual
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5mCゲノム全体の研究に、メチル化DNA免疫沈降シーケンシング(MeDIP-Seq)を行います。このアッセイでは、免疫沈降の際の5-mCに対する特異的抗体を利用して、メチル化DNA領域を捕捉します。免疫沈降画分中のメチル化DNAの濃縮は、個々の領域のメチル化状態を評価する配列決定によって確定します。
DNAメチル化プロファイルの定性分析に優れた方法
QC of the genomic DNA |
|
Preparation of MeDIP-seq libraries* |
|
Deep sequencing |
|
*Full protocol details can be viewed in the MagMeDIP-seq Package manual
Epigenomics Profiling Services FLYER Chromatin analysis DNA methylation services RNA-seq analysis | Download |
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style="font-weight: 400;">Deep sequencing</span></p> </td> <td style="width: 523px;"> <ul> <li style="font-weight: 400;"><span style="font-weight: 400;">Samples are sequencedon an Illumina platform </span></li> <li style="font-weight: 400;"><span style="font-weight: 400;">Single-read or paired-end </span></li> <li style="font-weight: 400;"><span style="font-weight: 400;">50bp to 150bp read length </span></li> <li style="font-weight: 400;"><span style="font-weight: 400;">Greater than or equal to 50M reads per sample</span></li> <li style="font-weight: 400;"><span style="font-weight: 400;">Coverage to be defined with customer</span></li> </ul> </td> </tr> </tbody> </table> <p><span style="font-weight: 400;">*Full protocol details can be viewed in the </span><a href="https://www.diagenode.com/en/documents/magmedip-seq-package-manual"><span style="font-weight: 400;">MagMeDIP-seq Package manual</span></a></p> <script 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<h4><a href="https://www.youtube.com/watch?v=KXjnSHz3Jk8">Watch the webinar to gain insights on how data mining can be applied for epigenetics applications</a></h4> </div> <center><iframe width="560" height="315" src="https://www.youtube.com/embed/KXjnSHz3Jk8" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen="allowfullscreen"></iframe></center> <p></p> <div class="row"> <div class="small-12 medium-12 large-12 columns"> <blockquote style="padding-bottom: 0;"><span class="label-green" style="margin-bottom: 16px; margin-left: -22px; font-size: 22px;">WHITE PAPERS</span> <div id="portal" class="main-portal"> <div class="portal-inner"><nav class="portal-nav" style="text-align: left;"> <ul data-tab="" class="tips-menu"> <li><a href="#panel1" class="tips portal button">Smokers vs non-smokers </a></li> <li><a href="#panel2" class="tips portal button">Breast cancer</a></li> </ul> </nav></div> </div> <div class="tabs-content"> <div class="content active" id="panel1"> <h3 style="margin-top: 0;">Powerful new insights with epigenetic data mining.<br /> A study to distinguish smokers from non-smokers using just one droplet of blood</h3> <p>Next generation sequencing in combination with sophisticated bioinformatics technologies for genomic, transcriptomic and epigeneomic analyses have enormous potential to establish new biomarkers for disease diagnostics, enabling true precision medicine. Analyses of liquid biopsies to measure thousands of different data points simultaneously in easily accessible body fluids (e.g. blood, urine, and saliva) are extremely promising for such biomarker studies.<br />(...)</p> <a href="https://www.diagenode.com/en/pages/form-bioinfo" class="alert small button" target="_blank">Read more</a></div> <div class="content" id="panel2"> <h3 style="margin-top: 0;">Data mining on DNA methylation data in cancer samples<br />Distinguishing normal from breast cancer tissue</h3> <p>Breast cancer is the most commonly occurring cancer in women and the second most common cancer overall.</p> <p>One important aspect of cancer tissues it that they differ from normal tissues in their epigenetic make up, especially in the DNA methylation pattern. In normal cells methylation assures the proper regulation of gene expression and stable gene silencing. DNA methylation is associated with histone modifications, and the interplay of these epigenetic modifications is crucial to regulate the functioning of the genome by changing chromatin architecture.<br />(...)</p> <a href="https://www.diagenode.com/en/pages/form-bioinfo?app_note=23" class="alert small button" target="_blank">Read more</a></div> </div> </blockquote> </div> </div> <p>Diagenode's new data mining service utilizes methods at the frontier of machine learning, statistics, and database systems. This enhanced service supports new discoveries that were previously not possible by analyzing patterns in large data sets to give informative new insights.</p> <p>If you have data from patient cohorts, single cell analyses or any other heterogeneous scenarios, our service team provides enhanced support with optimal data analysis using our latest data mining capabilities. Specifically, our team applies machine learning technologies to find previously undiscovered or unobvious relationships within and across datasets. This advanced technology allows discovery of informative features from mass data, essentially “finding a needle in a haystack.”</p> <p>Diagenode utilizes multiple algorithms to achieve advanced data mining and uses the most optimal combination of algorithms specific to your data. Our goal is to build strong classifiers that separate data into two or more classes or groups depending on associated data.</p> <p class="extra-spaced">Different and multiple -omics data classes can be mined simultaneously. Integration with phenotypic and/or clinical data is also possible. We offer data mining services for several data classes including:</p> <table class="extra-spaced"> <tbody> <tr> <td><strong>Epigenetic data</strong></td> <td><strong>Transcriptomic data</strong></td> </tr> <tr> <td> <p>DNA Methylation (RRBS, WGBS, EPIC arrays)</p> <p>ChIP-sequencing</p> <p>ATAC-seq</p> </td> <td> <p>mRNA-sequencing</p> <p>Small and long non coding RNA</p> <p>Single-cell RNA-sequencing</p> </td> </tr> </tbody> </table> <p></p> <p><strong>Biological Interpretation</strong></p> <p class="extra-spaced">Machine learning classifiers also mirror the underlying biological differences between classes and are used to uncover the molecular processes at work. 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<center><img src="https://www.diagenode.com/img/product/data-mining-long.png" /></center> <p></p> <div id="paper" style="text-align: center;"> <h4><a href="https://www.youtube.com/watch?v=KXjnSHz3Jk8">Watch the webinar to gain insights on how data mining can be applied for epigenetics applications</a></h4> </div> <center><iframe width="560" height="315" src="https://www.youtube.com/embed/KXjnSHz3Jk8" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen="allowfullscreen"></iframe></center> <p></p> <div class="row"> <div class="small-12 medium-12 large-12 columns"> <blockquote style="padding-bottom: 0;"><span class="label-green" style="margin-bottom: 16px; margin-left: -22px; font-size: 22px;">WHITE PAPERS</span> <div id="portal" class="main-portal"> <div class="portal-inner"><nav class="portal-nav" style="text-align: left;"> <ul data-tab="" class="tips-menu"> <li><a href="#panel1" class="tips portal button">Smokers vs non-smokers </a></li> <li><a href="#panel2" class="tips portal button">Breast cancer</a></li> </ul> </nav></div> </div> <div class="tabs-content"> <div class="content active" id="panel1"> <h3 style="margin-top: 0;">Powerful new insights with epigenetic data mining.<br /> A study to distinguish smokers from non-smokers using just one droplet of blood</h3> <p>Next generation sequencing in combination with sophisticated bioinformatics technologies for genomic, transcriptomic and epigeneomic analyses have enormous potential to establish new biomarkers for disease diagnostics, enabling true precision medicine. Analyses of liquid biopsies to measure thousands of different data points simultaneously in easily accessible body fluids (e.g. blood, urine, and saliva) are extremely promising for such biomarker studies.<br />(...)</p> <a href="https://www.diagenode.com/en/pages/form-bioinfo" class="alert small button" target="_blank">Read more</a></div> <div class="content" id="panel2"> <h3 style="margin-top: 0;">Data mining on DNA methylation data in cancer samples<br />Distinguishing normal from breast cancer tissue</h3> <p>Breast cancer is the most commonly occurring cancer in women and the second most common cancer overall.</p> <p>One important aspect of cancer tissues it that they differ from normal tissues in their epigenetic make up, especially in the DNA methylation pattern. In normal cells methylation assures the proper regulation of gene expression and stable gene silencing. DNA methylation is associated with histone modifications, and the interplay of these epigenetic modifications is crucial to regulate the functioning of the genome by changing chromatin architecture.<br />(...)</p> <a href="https://www.diagenode.com/en/pages/form-bioinfo?app_note=23" class="alert small button" target="_blank">Read more</a></div> </div> </blockquote> </div> </div> <p>Diagenode's new data mining service utilizes methods at the frontier of machine learning, statistics, and database systems. This enhanced service supports new discoveries that were previously not possible by analyzing patterns in large data sets to give informative new insights.</p> <p>If you have data from patient cohorts, single cell analyses or any other heterogeneous scenarios, our service team provides enhanced support with optimal data analysis using our latest data mining capabilities. Specifically, our team applies machine learning technologies to find previously undiscovered or unobvious relationships within and across datasets. This advanced technology allows discovery of informative features from mass data, essentially “finding a needle in a haystack.”</p> <p>Diagenode utilizes multiple algorithms to achieve advanced data mining and uses the most optimal combination of algorithms specific to your data. Our goal is to build strong classifiers that separate data into two or more classes or groups depending on associated data.</p> <p class="extra-spaced">Different and multiple -omics data classes can be mined simultaneously. Integration with phenotypic and/or clinical data is also possible. We offer data mining services for several data classes including:</p> <table class="extra-spaced"> <tbody> <tr> <td><strong>Epigenetic data</strong></td> <td><strong>Transcriptomic data</strong></td> </tr> <tr> <td> <p>DNA Methylation (RRBS, WGBS, EPIC arrays)</p> <p>ChIP-sequencing</p> <p>ATAC-seq</p> </td> <td> <p>mRNA-sequencing</p> <p>Small and long non coding RNA</p> <p>Single-cell RNA-sequencing</p> </td> </tr> </tbody> </table> <p></p> <p><strong>Biological Interpretation</strong></p> <p class="extra-spaced">Machine learning classifiers also mirror the underlying biological differences between classes and are used to uncover the molecular processes at work. 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<h4><a href="https://www.youtube.com/watch?v=KXjnSHz3Jk8">Watch the webinar to gain insights on how data mining can be applied for epigenetics applications</a></h4> </div> <center><iframe width="560" height="315" src="https://www.youtube.com/embed/KXjnSHz3Jk8" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen="allowfullscreen"></iframe></center> <p></p> <div class="row"> <div class="small-12 medium-12 large-12 columns"> <blockquote style="padding-bottom: 0;"><span class="label-green" style="margin-bottom: 16px; margin-left: -22px; font-size: 22px;">WHITE PAPERS</span> <div id="portal" class="main-portal"> <div class="portal-inner"><nav class="portal-nav" style="text-align: left;"> <ul data-tab="" class="tips-menu"> <li><a href="#panel1" class="tips portal button">Smokers vs non-smokers </a></li> <li><a href="#panel2" class="tips portal button">Breast cancer</a></li> </ul> </nav></div> </div> <div class="tabs-content"> <div class="content active" id="panel1"> <h3 style="margin-top: 0;">Powerful new insights with epigenetic data mining.<br /> A study to distinguish smokers from non-smokers using just one droplet of blood</h3> <p>Next generation sequencing in combination with sophisticated bioinformatics technologies for genomic, transcriptomic and epigeneomic analyses have enormous potential to establish new biomarkers for disease diagnostics, enabling true precision medicine. Analyses of liquid biopsies to measure thousands of different data points simultaneously in easily accessible body fluids (e.g. blood, urine, and saliva) are extremely promising for such biomarker studies.<br />(...)</p> <a href="https://www.diagenode.com/en/pages/form-bioinfo" class="alert small button" target="_blank">Read more</a></div> <div class="content" id="panel2"> <h3 style="margin-top: 0;">Data mining on DNA methylation data in cancer samples<br />Distinguishing normal from breast cancer tissue</h3> <p>Breast cancer is the most commonly occurring cancer in women and the second most common cancer overall.</p> <p>One important aspect of cancer tissues it that they differ from normal tissues in their epigenetic make up, especially in the DNA methylation pattern. In normal cells methylation assures the proper regulation of gene expression and stable gene silencing. DNA methylation is associated with histone modifications, and the interplay of these epigenetic modifications is crucial to regulate the functioning of the genome by changing chromatin architecture.<br />(...)</p> <a href="https://www.diagenode.com/en/pages/form-bioinfo?app_note=23" class="alert small button" target="_blank">Read more</a></div> </div> </blockquote> </div> </div> <p>Diagenode's new data mining service utilizes methods at the frontier of machine learning, statistics, and database systems. This enhanced service supports new discoveries that were previously not possible by analyzing patterns in large data sets to give informative new insights.</p> <p>If you have data from patient cohorts, single cell analyses or any other heterogeneous scenarios, our service team provides enhanced support with optimal data analysis using our latest data mining capabilities. Specifically, our team applies machine learning technologies to find previously undiscovered or unobvious relationships within and across datasets. This advanced technology allows discovery of informative features from mass data, essentially “finding a needle in a haystack.”</p> <p>Diagenode utilizes multiple algorithms to achieve advanced data mining and uses the most optimal combination of algorithms specific to your data. Our goal is to build strong classifiers that separate data into two or more classes or groups depending on associated data.</p> <p class="extra-spaced">Different and multiple -omics data classes can be mined simultaneously. Integration with phenotypic and/or clinical data is also possible. We offer data mining services for several data classes including:</p> <table class="extra-spaced"> <tbody> <tr> <td><strong>Epigenetic data</strong></td> <td><strong>Transcriptomic data</strong></td> </tr> <tr> <td> <p>DNA Methylation (RRBS, WGBS, EPIC arrays)</p> <p>ChIP-sequencing</p> <p>ATAC-seq</p> </td> <td> <p>mRNA-sequencing</p> <p>Small and long non coding RNA</p> <p>Single-cell RNA-sequencing</p> </td> </tr> </tbody> </table> <p></p> <p><strong>Biological Interpretation</strong></p> <p class="extra-spaced">Machine learning classifiers also mirror the underlying biological differences between classes and are used to uncover the molecular processes at work. 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<center><img src="https://www.diagenode.com/img/product/data-mining-long.png" /></center> <p></p> <div id="paper" style="text-align: center;"> <h4><a href="https://www.youtube.com/watch?v=KXjnSHz3Jk8">Watch the webinar to gain insights on how data mining can be applied for epigenetics applications</a></h4> </div> <center><iframe width="560" height="315" src="https://www.youtube.com/embed/KXjnSHz3Jk8" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen="allowfullscreen"></iframe></center> <p></p> <div class="row"> <div class="small-12 medium-12 large-12 columns"> <blockquote style="padding-bottom: 0;"><span class="label-green" style="margin-bottom: 16px; margin-left: -22px; font-size: 22px;">WHITE PAPERS</span> <div id="portal" class="main-portal"> <div class="portal-inner"><nav class="portal-nav" style="text-align: left;"> <ul data-tab="" class="tips-menu"> <li><a href="#panel1" class="tips portal button">Smokers vs non-smokers </a></li> <li><a href="#panel2" class="tips portal button">Breast cancer</a></li> </ul> </nav></div> </div> <div class="tabs-content"> <div class="content active" id="panel1"> <h3 style="margin-top: 0;">Powerful new insights with epigenetic data mining.<br /> A study to distinguish smokers from non-smokers using just one droplet of blood</h3> <p>Next generation sequencing in combination with sophisticated bioinformatics technologies for genomic, transcriptomic and epigeneomic analyses have enormous potential to establish new biomarkers for disease diagnostics, enabling true precision medicine. Analyses of liquid biopsies to measure thousands of different data points simultaneously in easily accessible body fluids (e.g. blood, urine, and saliva) are extremely promising for such biomarker studies.<br />(...)</p> <a href="https://www.diagenode.com/en/pages/form-bioinfo" class="alert small button" target="_blank">Read more</a></div> <div class="content" id="panel2"> <h3 style="margin-top: 0;">Data mining on DNA methylation data in cancer samples<br />Distinguishing normal from breast cancer tissue</h3> <p>Breast cancer is the most commonly occurring cancer in women and the second most common cancer overall.</p> <p>One important aspect of cancer tissues it that they differ from normal tissues in their epigenetic make up, especially in the DNA methylation pattern. In normal cells methylation assures the proper regulation of gene expression and stable gene silencing. DNA methylation is associated with histone modifications, and the interplay of these epigenetic modifications is crucial to regulate the functioning of the genome by changing chromatin architecture.<br />(...)</p> <a href="https://www.diagenode.com/en/pages/form-bioinfo?app_note=23" class="alert small button" target="_blank">Read more</a></div> </div> </blockquote> </div> </div> <p>Diagenode's new data mining service utilizes methods at the frontier of machine learning, statistics, and database systems. This enhanced service supports new discoveries that were previously not possible by analyzing patterns in large data sets to give informative new insights.</p> <p>If you have data from patient cohorts, single cell analyses or any other heterogeneous scenarios, our service team provides enhanced support with optimal data analysis using our latest data mining capabilities. Specifically, our team applies machine learning technologies to find previously undiscovered or unobvious relationships within and across datasets. This advanced technology allows discovery of informative features from mass data, essentially “finding a needle in a haystack.”</p> <p>Diagenode utilizes multiple algorithms to achieve advanced data mining and uses the most optimal combination of algorithms specific to your data. Our goal is to build strong classifiers that separate data into two or more classes or groups depending on associated data.</p> <p class="extra-spaced">Different and multiple -omics data classes can be mined simultaneously. Integration with phenotypic and/or clinical data is also possible. We offer data mining services for several data classes including:</p> <table class="extra-spaced"> <tbody> <tr> <td><strong>Epigenetic data</strong></td> <td><strong>Transcriptomic data</strong></td> </tr> <tr> <td> <p>DNA Methylation (RRBS, WGBS, EPIC arrays)</p> <p>ChIP-sequencing</p> <p>ATAC-seq</p> </td> <td> <p>mRNA-sequencing</p> <p>Small and long non coding RNA</p> <p>Single-cell RNA-sequencing</p> </td> </tr> </tbody> </table> <p></p> <p><strong>Biological Interpretation</strong></p> <p class="extra-spaced">Machine learning classifiers also mirror the underlying biological differences between classes and are used to uncover the molecular processes at work. 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<h4><a href="https://www.youtube.com/watch?v=KXjnSHz3Jk8">Watch the webinar to gain insights on how data mining can be applied for epigenetics applications</a></h4> </div> <center><iframe width="560" height="315" src="https://www.youtube.com/embed/KXjnSHz3Jk8" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen="allowfullscreen"></iframe></center> <p></p> <div class="row"> <div class="small-12 medium-12 large-12 columns"> <blockquote style="padding-bottom: 0;"><span class="label-green" style="margin-bottom: 16px; margin-left: -22px; font-size: 22px;">WHITE PAPERS</span> <div id="portal" class="main-portal"> <div class="portal-inner"><nav class="portal-nav" style="text-align: left;"> <ul data-tab="" class="tips-menu"> <li><a href="#panel1" class="tips portal button">Smokers vs non-smokers </a></li> <li><a href="#panel2" class="tips portal button">Breast cancer</a></li> </ul> </nav></div> </div> <div class="tabs-content"> <div class="content active" id="panel1"> <h3 style="margin-top: 0;">Powerful new insights with epigenetic data mining.<br /> A study to distinguish smokers from non-smokers using just one droplet of blood</h3> <p>Next generation sequencing in combination with sophisticated bioinformatics technologies for genomic, transcriptomic and epigeneomic analyses have enormous potential to establish new biomarkers for disease diagnostics, enabling true precision medicine. Analyses of liquid biopsies to measure thousands of different data points simultaneously in easily accessible body fluids (e.g. blood, urine, and saliva) are extremely promising for such biomarker studies.<br />(...)</p> <a href="https://www.diagenode.com/en/pages/form-bioinfo" class="alert small button" target="_blank">Read more</a></div> <div class="content" id="panel2"> <h3 style="margin-top: 0;">Data mining on DNA methylation data in cancer samples<br />Distinguishing normal from breast cancer tissue</h3> <p>Breast cancer is the most commonly occurring cancer in women and the second most common cancer overall.</p> <p>One important aspect of cancer tissues it that they differ from normal tissues in their epigenetic make up, especially in the DNA methylation pattern. In normal cells methylation assures the proper regulation of gene expression and stable gene silencing. DNA methylation is associated with histone modifications, and the interplay of these epigenetic modifications is crucial to regulate the functioning of the genome by changing chromatin architecture.<br />(...)</p> <a href="https://www.diagenode.com/en/pages/form-bioinfo?app_note=23" class="alert small button" target="_blank">Read more</a></div> </div> </blockquote> </div> </div> <p>Diagenode's new data mining service utilizes methods at the frontier of machine learning, statistics, and database systems. This enhanced service supports new discoveries that were previously not possible by analyzing patterns in large data sets to give informative new insights.</p> <p>If you have data from patient cohorts, single cell analyses or any other heterogeneous scenarios, our service team provides enhanced support with optimal data analysis using our latest data mining capabilities. Specifically, our team applies machine learning technologies to find previously undiscovered or unobvious relationships within and across datasets. This advanced technology allows discovery of informative features from mass data, essentially “finding a needle in a haystack.”</p> <p>Diagenode utilizes multiple algorithms to achieve advanced data mining and uses the most optimal combination of algorithms specific to your data. Our goal is to build strong classifiers that separate data into two or more classes or groups depending on associated data.</p> <p class="extra-spaced">Different and multiple -omics data classes can be mined simultaneously. Integration with phenotypic and/or clinical data is also possible. We offer data mining services for several data classes including:</p> <table class="extra-spaced"> <tbody> <tr> <td><strong>Epigenetic data</strong></td> <td><strong>Transcriptomic data</strong></td> </tr> <tr> <td> <p>DNA Methylation (RRBS, WGBS, EPIC arrays)</p> <p>ChIP-sequencing</p> <p>ATAC-seq</p> </td> <td> <p>mRNA-sequencing</p> <p>Small and long non coding RNA</p> <p>Single-cell RNA-sequencing</p> </td> </tr> </tbody> </table> <p></p> <p><strong>Biological Interpretation</strong></p> <p class="extra-spaced">Machine learning classifiers also mirror the underlying biological differences between classes and are used to uncover the molecular processes at work. 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<center><img src="https://www.diagenode.com/img/product/data-mining-long.png" /></center> <p></p> <div id="paper" style="text-align: center;"> <h4><a href="https://www.youtube.com/watch?v=KXjnSHz3Jk8">Watch the webinar to gain insights on how data mining can be applied for epigenetics applications</a></h4> </div> <center><iframe width="560" height="315" src="https://www.youtube.com/embed/KXjnSHz3Jk8" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen="allowfullscreen"></iframe></center> <p></p> <div class="row"> <div class="small-12 medium-12 large-12 columns"> <blockquote style="padding-bottom: 0;"><span class="label-green" style="margin-bottom: 16px; margin-left: -22px; font-size: 22px;">WHITE PAPERS</span> <div id="portal" class="main-portal"> <div class="portal-inner"><nav class="portal-nav" style="text-align: left;"> <ul data-tab="" class="tips-menu"> <li><a href="#panel1" class="tips portal button">Smokers vs non-smokers </a></li> <li><a href="#panel2" class="tips portal button">Breast cancer</a></li> </ul> </nav></div> </div> <div class="tabs-content"> <div class="content active" id="panel1"> <h3 style="margin-top: 0;">Powerful new insights with epigenetic data mining.<br /> A study to distinguish smokers from non-smokers using just one droplet of blood</h3> <p>Next generation sequencing in combination with sophisticated bioinformatics technologies for genomic, transcriptomic and epigeneomic analyses have enormous potential to establish new biomarkers for disease diagnostics, enabling true precision medicine. Analyses of liquid biopsies to measure thousands of different data points simultaneously in easily accessible body fluids (e.g. blood, urine, and saliva) are extremely promising for such biomarker studies.<br />(...)</p> <a href="https://www.diagenode.com/en/pages/form-bioinfo" class="alert small button" target="_blank">Read more</a></div> <div class="content" id="panel2"> <h3 style="margin-top: 0;">Data mining on DNA methylation data in cancer samples<br />Distinguishing normal from breast cancer tissue</h3> <p>Breast cancer is the most commonly occurring cancer in women and the second most common cancer overall.</p> <p>One important aspect of cancer tissues it that they differ from normal tissues in their epigenetic make up, especially in the DNA methylation pattern. In normal cells methylation assures the proper regulation of gene expression and stable gene silencing. DNA methylation is associated with histone modifications, and the interplay of these epigenetic modifications is crucial to regulate the functioning of the genome by changing chromatin architecture.<br />(...)</p> <a href="https://www.diagenode.com/en/pages/form-bioinfo?app_note=23" class="alert small button" target="_blank">Read more</a></div> </div> </blockquote> </div> </div> <p>Diagenode's new data mining service utilizes methods at the frontier of machine learning, statistics, and database systems. This enhanced service supports new discoveries that were previously not possible by analyzing patterns in large data sets to give informative new insights.</p> <p>If you have data from patient cohorts, single cell analyses or any other heterogeneous scenarios, our service team provides enhanced support with optimal data analysis using our latest data mining capabilities. Specifically, our team applies machine learning technologies to find previously undiscovered or unobvious relationships within and across datasets. This advanced technology allows discovery of informative features from mass data, essentially “finding a needle in a haystack.”</p> <p>Diagenode utilizes multiple algorithms to achieve advanced data mining and uses the most optimal combination of algorithms specific to your data. Our goal is to build strong classifiers that separate data into two or more classes or groups depending on associated data.</p> <p class="extra-spaced">Different and multiple -omics data classes can be mined simultaneously. Integration with phenotypic and/or clinical data is also possible. 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<h4><a href="https://www.youtube.com/watch?v=KXjnSHz3Jk8">Watch the webinar to gain insights on how data mining can be applied for epigenetics applications</a></h4> </div> <center><iframe width="560" height="315" src="https://www.youtube.com/embed/KXjnSHz3Jk8" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen="allowfullscreen"></iframe></center> <p></p> <div class="row"> <div class="small-12 medium-12 large-12 columns"> <blockquote style="padding-bottom: 0;"><span class="label-green" style="margin-bottom: 16px; margin-left: -22px; font-size: 22px;">WHITE PAPERS</span> <div id="portal" class="main-portal"> <div class="portal-inner"><nav class="portal-nav" style="text-align: left;"> <ul data-tab="" class="tips-menu"> <li><a href="#panel1" class="tips portal button">Smokers vs non-smokers </a></li> <li><a href="#panel2" class="tips portal button">Breast cancer</a></li> </ul> </nav></div> </div> <div class="tabs-content"> <div class="content active" id="panel1"> <h3 style="margin-top: 0;">Powerful new insights with epigenetic data mining.<br /> A study to distinguish smokers from non-smokers using just one droplet of blood</h3> <p>Next generation sequencing in combination with sophisticated bioinformatics technologies for genomic, transcriptomic and epigeneomic analyses have enormous potential to establish new biomarkers for disease diagnostics, enabling true precision medicine. Analyses of liquid biopsies to measure thousands of different data points simultaneously in easily accessible body fluids (e.g. blood, urine, and saliva) are extremely promising for such biomarker studies.<br />(...)</p> <a href="https://www.diagenode.com/en/pages/form-bioinfo" class="alert small button" target="_blank">Read more</a></div> <div class="content" id="panel2"> <h3 style="margin-top: 0;">Data mining on DNA methylation data in cancer samples<br />Distinguishing normal from breast cancer tissue</h3> <p>Breast cancer is the most commonly occurring cancer in women and the second most common cancer overall.</p> <p>One important aspect of cancer tissues it that they differ from normal tissues in their epigenetic make up, especially in the DNA methylation pattern. In normal cells methylation assures the proper regulation of gene expression and stable gene silencing. DNA methylation is associated with histone modifications, and the interplay of these epigenetic modifications is crucial to regulate the functioning of the genome by changing chromatin architecture.<br />(...)</p> <a href="https://www.diagenode.com/en/pages/form-bioinfo?app_note=23" class="alert small button" target="_blank">Read more</a></div> </div> </blockquote> </div> </div> <p>Diagenode's new data mining service utilizes methods at the frontier of machine learning, statistics, and database systems. This enhanced service supports new discoveries that were previously not possible by analyzing patterns in large data sets to give informative new insights.</p> <p>If you have data from patient cohorts, single cell analyses or any other heterogeneous scenarios, our service team provides enhanced support with optimal data analysis using our latest data mining capabilities. Specifically, our team applies machine learning technologies to find previously undiscovered or unobvious relationships within and across datasets. This advanced technology allows discovery of informative features from mass data, essentially “finding a needle in a haystack.”</p> <p>Diagenode utilizes multiple algorithms to achieve advanced data mining and uses the most optimal combination of algorithms specific to your data. Our goal is to build strong classifiers that separate data into two or more classes or groups depending on associated data.</p> <p class="extra-spaced">Different and multiple -omics data classes can be mined simultaneously. Integration with phenotypic and/or clinical data is also possible. We offer data mining services for several data classes including:</p> <table class="extra-spaced"> <tbody> <tr> <td><strong>Epigenetic data</strong></td> <td><strong>Transcriptomic data</strong></td> </tr> <tr> <td> <p>DNA Methylation (RRBS, WGBS, EPIC arrays)</p> <p>ChIP-sequencing</p> <p>ATAC-seq</p> </td> <td> <p>mRNA-sequencing</p> <p>Small and long non coding RNA</p> <p>Single-cell RNA-sequencing</p> </td> </tr> </tbody> </table> <p></p> <p><strong>Biological Interpretation</strong></p> <p class="extra-spaced">Machine learning classifiers also mirror the underlying biological differences between classes and are used to uncover the molecular processes at work. 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<center><img src="https://www.diagenode.com/img/product/data-mining-long.png" /></center> <p></p> <div id="paper" style="text-align: center;"> <h4><a href="https://www.youtube.com/watch?v=KXjnSHz3Jk8">Watch the webinar to gain insights on how data mining can be applied for epigenetics applications</a></h4> </div> <center><iframe width="560" height="315" src="https://www.youtube.com/embed/KXjnSHz3Jk8" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen="allowfullscreen"></iframe></center> <p></p> <div class="row"> <div class="small-12 medium-12 large-12 columns"> <blockquote style="padding-bottom: 0;"><span class="label-green" style="margin-bottom: 16px; margin-left: -22px; font-size: 22px;">WHITE PAPERS</span> <div id="portal" class="main-portal"> <div class="portal-inner"><nav class="portal-nav" style="text-align: left;"> <ul data-tab="" class="tips-menu"> <li><a href="#panel1" class="tips portal button">Smokers vs non-smokers </a></li> <li><a href="#panel2" class="tips portal button">Breast cancer</a></li> </ul> </nav></div> </div> <div class="tabs-content"> <div class="content active" id="panel1"> <h3 style="margin-top: 0;">Powerful new insights with epigenetic data mining.<br /> A study to distinguish smokers from non-smokers using just one droplet of blood</h3> <p>Next generation sequencing in combination with sophisticated bioinformatics technologies for genomic, transcriptomic and epigeneomic analyses have enormous potential to establish new biomarkers for disease diagnostics, enabling true precision medicine. Analyses of liquid biopsies to measure thousands of different data points simultaneously in easily accessible body fluids (e.g. blood, urine, and saliva) are extremely promising for such biomarker studies.<br />(...)</p> <a href="https://www.diagenode.com/en/pages/form-bioinfo" class="alert small button" target="_blank">Read more</a></div> <div class="content" id="panel2"> <h3 style="margin-top: 0;">Data mining on DNA methylation data in cancer samples<br />Distinguishing normal from breast cancer tissue</h3> <p>Breast cancer is the most commonly occurring cancer in women and the second most common cancer overall.</p> <p>One important aspect of cancer tissues it that they differ from normal tissues in their epigenetic make up, especially in the DNA methylation pattern. In normal cells methylation assures the proper regulation of gene expression and stable gene silencing. DNA methylation is associated with histone modifications, and the interplay of these epigenetic modifications is crucial to regulate the functioning of the genome by changing chromatin architecture.<br />(...)</p> <a href="https://www.diagenode.com/en/pages/form-bioinfo?app_note=23" class="alert small button" target="_blank">Read more</a></div> </div> </blockquote> </div> </div> <p>Diagenode's new data mining service utilizes methods at the frontier of machine learning, statistics, and database systems. This enhanced service supports new discoveries that were previously not possible by analyzing patterns in large data sets to give informative new insights.</p> <p>If you have data from patient cohorts, single cell analyses or any other heterogeneous scenarios, our service team provides enhanced support with optimal data analysis using our latest data mining capabilities. 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