  {"id":4032,"date":"2020-10-08T07:53:47","date_gmt":"2020-10-08T07:53:47","guid":{"rendered":"https:\/\/www.ukm.my\/inbiosis\/?page_id=4032"},"modified":"2026-03-04T14:54:03","modified_gmt":"2026-03-04T06:54:03","slug":"coda-metabolomics","status":"publish","type":"page","link":"https:\/\/www.ukm.my\/inbiosis\/en\/coda-metabolomics\/","title":{"rendered":"CODA &#8211; Metabolomics"},"content":{"rendered":"\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\" style=\"grid-template-columns:55% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"440\" src=\"https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2020\/10\/top-5-data-science-strategy-predictions-2020-1024x440-1.jpeg\" alt=\"\" class=\"wp-image-4034 size-full\" srcset=\"https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2020\/10\/top-5-data-science-strategy-predictions-2020-1024x440-1.jpeg 1024w, https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2020\/10\/top-5-data-science-strategy-predictions-2020-1024x440-1-300x129.jpeg 300w, https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2020\/10\/top-5-data-science-strategy-predictions-2020-1024x440-1-768x330.jpeg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p style=\"text-align: justify;\"><strong>Metabolomics<\/strong> is a powerful approach that can provide diagnostic patterns via fingerprinting, absolute quantification of targeted metabolites via pool analysis and relative quantification of large portions of the metabolome using metabolite profiling. Each of these outputs is supported by the two most commonly used techniques, currently available at Chemical Analysis Laboratory, INBIOSIS; gas chromatography mass spectrometer (GC-MS) and liquid chromatography coupled to time of flight (ToF) mass spectrometer (LC-QToF-MS).&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<p><\/p>\n\n\n\n<p style=\"text-align: justify;\">Mass spectrometry (MS) based metabolomics techniques are the most sensitive for simultaneous analysis of a large number of compounds\/metabolites. However, researchers often encounter challenging downstream data analysis as the generated raw file formats can be diverse between service providers and MS instruments (either from Bruker, Thermo, Sciex, Agilent etc.) with a plethora of metabolomics analysis software to choose from. CODA-Metabolomics undertakes this endeavour by streamlining proven and meticulous data analysis workflow to provide statistical power to eliminate systematic bias, confidently identify compounds and explore significant findings.&nbsp;&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>GC-MS BASED METABOLOMICS AND DATA ANALYSIS WORKFLOW&nbsp;<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"630\" height=\"466\" src=\"https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2021\/03\/metabolomics-workflowGCMS.png\" alt=\"\" class=\"wp-image-5507\" srcset=\"https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2021\/03\/metabolomics-workflowGCMS.png 630w, https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2021\/03\/metabolomics-workflowGCMS-300x222.png 300w\" sizes=\"auto, (max-width: 630px) 100vw, 630px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>METABOLOMICS WORKFLOW (LC-MS)<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2021\/03\/metabolomics-workflowLCMS.png\" alt=\"\" class=\"wp-image-5508\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>COMPOUND IDENTIFICATION<\/strong><\/h3>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"387\" height=\"284\" src=\"https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2021\/03\/metabolomics-workflowCompound.png\" alt=\"\" class=\"wp-image-5509 size-full\" srcset=\"https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2021\/03\/metabolomics-workflowCompound.png 387w, https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2021\/03\/metabolomics-workflowCompound-300x220.png 300w\" sizes=\"auto, (max-width: 387px) 100vw, 387px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p style=\"text-align: justify;\">The compound identification is based on available library Massbank. The compound spectrum list report must provide data generate from AutoMS<sup>n<\/sup> that include the fragmentations. M\/z value from the LCMS data will be use in the search engine (MetFrag\/Massbank\/Metlin). Top 2 result will be listed in the final report.<\/p>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>ADVANCED DATA ANALYSIS<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"594\" height=\"354\" src=\"https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2021\/03\/metabolomics-workflowAdvance.png\" alt=\"\" class=\"wp-image-5510\" srcset=\"https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2021\/03\/metabolomics-workflowAdvance.png 594w, https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2021\/03\/metabolomics-workflowAdvance-300x179.png 300w\" sizes=\"auto, (max-width: 594px) 100vw, 594px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>WHAT DO WE OFFER?<\/strong><\/h3>\n\n\n\n<p><strong>Overview of services<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>Data analysis and bioinformatics<\/strong><\/td><td><strong>\u2b9a&nbsp;&nbsp;&nbsp;&nbsp; Software packages:<br>GC-MS<br>\u00b7&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; MS-DIAL, Met-IDEA, SpeedConnects, AMDIS for data alignment<br>\u00b7&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; MetaboAnalyst, SPSS for statistical analysis<br>\u00b7&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; SIMCA P+ &nbsp;for multivariate analysis<br>LC-TOF-MS<br>\u00b7&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Compound identification from available database, Smartformula<br>\u00b7&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Data pre-processing service using profile analysis<br>\u00b7&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; MetaboAnalyst, SPSS for statistical analysis<br>\u00b7&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; SIMCA P+ for multivariate analysis<br>\u00b7&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Pathway mapping and biological interpretation<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>PRICING DETAILS<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>TYPE OF DATA ANALYSIS<\/strong><\/td><td><strong>CHARGES<\/strong><\/td><\/tr><tr><td><strong>GC-MS data analysis<\/strong><br>Data analysis including deconvolution and alignment&nbsp;<br><br>Multivariate analysis (PCA, PLS-DA, OPLS-DA) using Simca P+<br><\/td><td>RM 200 \/ sample raw data*<br><br>RM 200 per hour<\/td><\/tr><tr><td><strong>LC-MS data analysis<\/strong><br>Multivariate analysis<br><br>For identification of 100 *compounds depending on complexity<br><br>Profile analysis for pre-processing data from raw data<br>#The raw data must be in .d format<br><br>For advanced analysis (biological interpretation\/pathway mapping) please contact PIC for more details. Price might varies depending on complexity of data<\/td><td><br>RM 200 \/ jam<br><br><br>RM 2,000 \u2013<br>&nbsp;<br><br>RM 200\/jam<br>&nbsp;<br>&nbsp;<br>Akan ditentukan<br>&nbsp;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>ACHIEVEMENTS<\/strong><\/h3>\n\n\n<div id=\"pl-gb4032-69d4681eeba8c\"  class=\"panel-layout wp-block-siteorigin-panels-layout-block\" ><div id=\"pg-gb4032-69d4681eeba8c-0\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-gb4032-69d4681eeba8c-0-0\"  class=\"panel-grid-cell panel-grid-cell-empty\" ><\/div><div id=\"pgc-gb4032-69d4681eeba8c-0-1\"  class=\"panel-grid-cell\" ><div id=\"panel-gb4032-69d4681eeba8c-0-1-0\" class=\"so-panel widget widget_sow-hero panel-first-child panel-last-child\" data-index=\"0\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-hero so-widget-sow-hero-default-6e283e92799f-4032 so-widget-fittext-wrapper\"\n\t\t\t data-fit-text-compressor=\"0.85\"\n\t\t>\t\t\t\t<div class=\"sow-slider-base\" style=\"display: none\" tabindex=\"0\">\n\t\t\t\t\t<ul\n\t\t\t\t\tclass=\"sow-slider-images\"\n\t\t\t\t\tdata-settings=\"{&quot;pagination&quot;:true,&quot;speed&quot;:800,&quot;timeout&quot;:8000,&quot;paused&quot;:false,&quot;pause_on_hover&quot;:false,&quot;swipe&quot;:true,&quot;nav_always_show_desktop&quot;:&quot;&quot;,&quot;nav_always_show_mobile&quot;:&quot;&quot;,&quot;breakpoint&quot;:&quot;780px&quot;,&quot;unmute&quot;:false,&quot;anchor&quot;:null}\"\n\t\t\t\t\t\t\t\t\t\tdata-anchor-id=\"\"\n\t\t\t\t>\t\t<li class=\"sow-slider-image  sow-slider-image-cover\" style=\"visibility: visible;;background-color: #333333;cursor: pointer;\" data-url=\"{&quot;url&quot;:&quot;https:\\\/\\\/www.ukm.my\\\/inbiosis\\\/wp-content\\\/uploads\\\/2021\\\/03\\\/CODA-METABOLOMICS_SELECTED_PUBLICATIONS.pdf&quot;,&quot;new_window&quot;:true}\" >\n\t\t\t\t\t<div class=\"sow-slider-image-container\">\n\t\t\t<div class=\"sow-slider-image-wrapper\">\n\t\t\t\t<p><br data-mce-bogus=\"1\" \/><\/p>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<div class=\"sow-slider-image-overlay sow-slider-image-cover\" style=\"opacity: 0.9;background-image: url(https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2020\/12\/publication.png)\"  ><\/div>\t\t<\/li>\n\t\t<\/ul>\t\t\t\t<ol class=\"sow-slider-pagination\">\n\t\t\t\t\t\t\t\t\t\t\t<li><a href=\"#\" data-goto=\"0\" aria-label=\"Display slide 1\"><\/a><\/li>\n\t\t\t\t\t\t\t\t\t<\/ol>\n\n\t\t\t\t<div class=\"sow-slide-nav sow-slide-nav-next\">\n\t\t\t\t\t<a href=\"#\" data-goto=\"next\" aria-label=\"Next slide\" data-action=\"next\">\n\t\t\t\t\t\t<em class=\"sow-sld-icon-thin-right\"><\/em>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\n\t\t\t\t<div class=\"sow-slide-nav sow-slide-nav-prev\">\n\t\t\t\t\t<a href=\"#\" data-goto=\"previous\" aria-label=\"Previous slide\" data-action=\"prev\">\n\t\t\t\t\t\t<em class=\"sow-sld-icon-thin-left\"><\/em>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div><\/div><\/div><\/div><div id=\"pgc-gb4032-69d4681eeba8c-0-2\"  class=\"panel-grid-cell panel-grid-cell-mobile-last\" ><div id=\"panel-gb4032-69d4681eeba8c-0-2-0\" class=\"so-panel widget widget_sow-hero panel-first-child panel-last-child\" data-index=\"1\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-hero so-widget-sow-hero-default-6e283e92799f-4032 so-widget-fittext-wrapper\"\n\t\t\t data-fit-text-compressor=\"0.85\"\n\t\t>\t\t\t\t<div class=\"sow-slider-base\" style=\"display: none\" tabindex=\"0\">\n\t\t\t\t\t<ul\n\t\t\t\t\tclass=\"sow-slider-images\"\n\t\t\t\t\tdata-settings=\"{&quot;pagination&quot;:true,&quot;speed&quot;:800,&quot;timeout&quot;:8000,&quot;paused&quot;:false,&quot;pause_on_hover&quot;:false,&quot;swipe&quot;:true,&quot;nav_always_show_desktop&quot;:&quot;&quot;,&quot;nav_always_show_mobile&quot;:&quot;&quot;,&quot;breakpoint&quot;:&quot;780px&quot;,&quot;unmute&quot;:false,&quot;anchor&quot;:null}\"\n\t\t\t\t\t\t\t\t\t\tdata-anchor-id=\"\"\n\t\t\t\t>\t\t<li class=\"sow-slider-image  sow-slider-image-cover\" style=\"visibility: visible;;background-color: #333333;cursor: pointer;\" data-url=\"{&quot;url&quot;:&quot;https:\\\/\\\/www.ukm.my\\\/inbiosis\\\/en\\\/metabolomics-workshop\\\/&quot;,&quot;new_window&quot;:true}\" >\n\t\t\t\t\t<div class=\"sow-slider-image-container\">\n\t\t\t<div class=\"sow-slider-image-wrapper\">\n\t\t\t\t<p><br data-mce-bogus=\"1\" \/><\/p>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<div class=\"sow-slider-image-overlay sow-slider-image-cover\" style=\"opacity: 0.9;background-image: url(https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2020\/12\/workshop.png)\"  ><\/div>\t\t<\/li>\n\t\t<\/ul>\t\t\t\t<ol class=\"sow-slider-pagination\">\n\t\t\t\t\t\t\t\t\t\t\t<li><a href=\"#\" data-goto=\"0\" aria-label=\"Display slide 1\"><\/a><\/li>\n\t\t\t\t\t\t\t\t\t<\/ol>\n\n\t\t\t\t<div class=\"sow-slide-nav sow-slide-nav-next\">\n\t\t\t\t\t<a href=\"#\" data-goto=\"next\" aria-label=\"Next slide\" data-action=\"next\">\n\t\t\t\t\t\t<em class=\"sow-sld-icon-thin-right\"><\/em>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\n\t\t\t\t<div class=\"sow-slide-nav sow-slide-nav-prev\">\n\t\t\t\t\t<a href=\"#\" data-goto=\"previous\" aria-label=\"Previous slide\" data-action=\"prev\">\n\t\t\t\t\t\t<em class=\"sow-sld-icon-thin-left\"><\/em>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div><\/div><\/div><\/div><div id=\"pgc-gb4032-69d4681eeba8c-0-3\"  class=\"panel-grid-cell panel-grid-cell-empty\" ><\/div><\/div><\/div>\n\n\n<h3 class=\"wp-block-heading\"><strong>PERSON IN CHARGE<\/strong><\/h3>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\" style=\"grid-template-columns:22% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2022\/02\/drkamalrulazlan-circ-1024x1024.png\" alt=\"\" class=\"wp-image-8445 size-full\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<p><strong><a href=\"https:\/\/ukmsarjana.ukm.my\/main\/lihat_profil\/SzAxNzY5OA==\" target=\"_blank\" rel=\"noopener\">ChM. Dr. Kamalrul Azlan Azizan<\/a><\/strong><\/p>\n\n\n\n<p>Head of Quality Assurance \/ University Lecturer DS13<\/p>\n\n\n\n<p>+603 8921 4572<\/p>\n\n\n\n<p>kjkinbio@ukm.edu.my \/ kamalrulazlan@ukm.edu.my<\/p>\n\n\n\n<p><strong>Metabolomics<\/strong><\/p>\n<\/div><\/div>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\" style=\"grid-template-columns:23% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2022\/02\/pnrafidah-circ-1024x1024.png\" alt=\"\" class=\"wp-image-8427 size-full\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<p><strong><a href=\"https:\/\/ukmsarjana.ukm.my\/main\/lihat_profil\/SzAxNjEzOQ==\" target=\"_blank\" rel=\"noreferrer noopener\">Ts. Rafidah Ahmad<\/a><\/strong><\/p>\n\n\n\n<p>Research Officer Q12<\/p>\n\n\n\n<p>+603 8921 4566<\/p>\n\n\n\n<p>fida.ahmad@ukm.edu.my<\/p>\n<\/div><\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mass spectrometry (MS) based metabolomics techniques are the most sensitive for simultaneous analysis of a large number of compounds\/metabolites. However, researchers often encounter challenging downstream<a class=\"ut-readmore\" href=\"https:\/\/www.ukm.my\/inbiosis\/en\/coda-metabolomics\/\"> &#8230;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":33,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_lmt_disableupdate":"no","_lmt_disable":"no","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-4032","page","type-page","status-publish","hentry"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.ukm.my\/inbiosis\/wp-json\/wp\/v2\/pages\/4032","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ukm.my\/inbiosis\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.ukm.my\/inbiosis\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.ukm.my\/inbiosis\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ukm.my\/inbiosis\/wp-json\/wp\/v2\/comments?post=4032"}],"version-history":[{"count":16,"href":"https:\/\/www.ukm.my\/inbiosis\/wp-json\/wp\/v2\/pages\/4032\/revisions"}],"predecessor-version":[{"id":16233,"href":"https:\/\/www.ukm.my\/inbiosis\/wp-json\/wp\/v2\/pages\/4032\/revisions\/16233"}],"wp:attachment":[{"href":"https:\/\/www.ukm.my\/inbiosis\/wp-json\/wp\/v2\/media?parent=4032"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}