{"id":19,"date":"2026-03-09T14:59:49","date_gmt":"2026-03-09T14:59:49","guid":{"rendered":"https:\/\/scienceweb.clemson.edu\/sparc\/?page_id=19"},"modified":"2026-03-13T18:24:53","modified_gmt":"2026-03-13T18:24:53","slug":"sparc-overview","status":"publish","type":"page","link":"https:\/\/scienceweb.clemson.edu\/sparc\/","title":{"rendered":"SPARC | Spatial Profiling and Analyses Resources at Clemson"},"content":{"rendered":"<h4><span style=\"color: #000000\">SPARC, led by<\/span> <strong><a href=\"https:\/\/www.clemson.edu\/science\/academics\/departments\/genbio\/about\/profiles\/mshahid\" target=\"_blank\" rel=\"noopener\">Dr. Shahid Mukhtar<\/a><\/strong> <span style=\"color: #000000\">at Clemson University, serves as a Certified Service Provider (CSP) for<\/span> <a href=\"https:\/\/www.completegenomics.com\/\" target=\"_blank\" rel=\"noopener\"><strong>Complete Genomics<\/strong><\/a><span style=\"color: #000000\">.<\/span> <span style=\"color: #000000\">Through this partnership, SPARC provides end-to-end spatial transcriptomics services using the Stereo-seq (SpaTial Enhanced<\/span><span style=\"color: #000000\"> REsolution Omics sequencing) platform developed by<\/span> <strong><a href=\"https:\/\/en.stomics.tech\/\" target=\"_blank\" rel=\"noopener\">STOmics<\/a><\/strong><span style=\"color: #000000\">, a spatial biology division of Complete Genomics.\u00a0<\/span><\/h4>\n<h3><strong>Why spatial, why now<\/strong><\/h3>\n<h4><span style=\"color: #000000\">Spatial omics captures gene expression in tissue context, enabling questions about cellular neighborhoods, microenvironments, and tissue architecture that cannot be answered with dissociation-only methods. Spatial technologies\u00a0 bridge morphology with molecular readouts, supported by dedicated workflows and analysis support.<\/span><\/h4>\n\n\n<div class=\"wp-block-uagb-container uagb-block-25164c5d alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<div class=\"wp-block-uagb-container uagb-block-c4e3a5c6\">\n<div class=\"wp-block-uagb-container uagb-block-cc8e4b83\">\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"378\" data-id=\"233\" src=\"https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Perma-1024x378.jpg\" alt=\"Perma\" class=\"wp-image-233\" srcset=\"https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Perma-1024x378.jpg 1024w, https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Perma-300x111.jpg 300w, https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Perma-768x284.jpg 768w, https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Perma-1536x567.jpg 1536w, https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Perma-2048x756.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-4bcc5b04\">\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-2 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"378\" data-id=\"234\" data-src=\"https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/spatial-three-1024x378.jpg\" alt=\"spatial three\" class=\"wp-image-234 lazyload\" data-srcset=\"https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/spatial-three-1024x378.jpg 1024w, https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/spatial-three-300x111.jpg 300w, https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/spatial-three-768x284.jpg 768w, https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/spatial-three-1536x567.jpg 1536w, https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/spatial-three-2048x756.jpg 2048w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/378;\" \/><\/figure>\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-9af2aacc\">\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-3 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"210\" data-id=\"235\" data-src=\"https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Embryos-staining-1024x210.jpg\" alt=\"Embryos staining\" class=\"wp-image-235 lazyload\" data-srcset=\"https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Embryos-staining-1024x210.jpg 1024w, https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Embryos-staining-300x61.jpg 300w, https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Embryos-staining-768x157.jpg 768w, https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Embryos-staining-1536x314.jpg 1536w, https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Embryos-staining-2048x419.jpg 2048w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/210;\" \/><\/figure>\n<\/figure>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-379644df alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<div class=\"wp-block-uagb-container uagb-block-ab0618ec\">\n<h3><strong>Why Stereo-seq<\/strong><\/h3>\n<h4><span style=\"color: #000000\">Stereo-seq\u00a0is a next-generation spatial transcriptomics technology that enables genome-wide mapping of gene expression directly within intact tissue sections. By capturing mRNA on densely patterned arrays of spatially barcoded DNA nanoballs, Stereo-seq preserves the physical context of gene activity while achieving extremely high spatial resolution across large tissue areas.\u00a0<\/span><\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-2684f8a3\">\n<h4>\u00a0<\/h4>\n<ul data-start=\"508\" data-end=\"978\">\n<li data-start=\"508\" data-end=\"611\">\n<h4 data-start=\"510\" data-end=\"611\"><span style=\"color: #522d80\"><strong data-start=\"510\" data-end=\"543\">Ultra-high spatial resolution<\/strong><\/span><\/h4>\n<\/li>\n<li data-start=\"508\" data-end=\"611\">\n<h4 data-start=\"510\" data-end=\"611\"><span style=\"color: #522d80\"><strong data-start=\"615\" data-end=\"647\">Whole-transcriptome coverage<\/strong><\/span><\/h4>\n<\/li>\n<li data-start=\"508\" data-end=\"611\">\n<h4 data-start=\"510\" data-end=\"611\"><span style=\"color: #522d80\"><strong data-start=\"723\" data-end=\"753\">Large tissue field of view<\/strong><\/span><\/h4>\n<\/li>\n<li data-start=\"508\" data-end=\"611\">\n<h4 data-start=\"510\" data-end=\"611\"><span style=\"color: #522d80\"><strong data-start=\"830\" data-end=\"861\">Powerful biological insight<\/strong><\/span><br data-start=\"861\" data-end=\"864\" \/><br \/><\/h4>\n<\/li>\n<\/ul>\n<\/div>\n<\/div><\/div>\n\n\n<h4>\u00a0<\/h4>\n<h3><strong>What SPARC offers<\/strong><\/h3>\n<ul>\n<li>\n<h4><span style=\"color: #522d80\"><strong data-start=\"723\" data-end=\"753\">Experimental design consultation\u00a0<\/strong><\/span><\/h4>\n<ul>\n<li data-start=\"926\" data-end=\"982\">\n<h4><span style=\"color: #000000\">Guidance on experimental design and project planning<\/span><\/h4>\n<\/li>\n<li data-start=\"983\" data-end=\"1045\">\n<h4><span style=\"color: #000000\">Recommendations for tissue handling and sample preparation<\/span><\/h4>\n<\/li>\n<li data-start=\"1046\" data-end=\"1093\">\n<h4><span style=\"color: #000000\">Feasibility assessment for proposed studies<\/span><\/h4>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul data-start=\"508\" data-end=\"978\">\n<li data-start=\"508\" data-end=\"611\">\n<h4><span style=\"color: #522d80\"><strong data-start=\"510\" data-end=\"543\">\u00a0Spatial transcriptomics at high spatial resolution<\/strong><\/span><\/h4>\n<ul>\n<li data-start=\"107\" data-end=\"173\">\n<h4><span style=\"color: #000000\">Tissue intake, quality assessment, and sample handling support<\/span><\/h4>\n<\/li>\n<li data-start=\"174\" data-end=\"231\">\n<h4><span style=\"color: #000000\">Cryo-embedding, cryosectioning, and slide preparation<\/span><\/h4>\n<\/li>\n<li data-start=\"232\" data-end=\"276\">\n<h4><span style=\"color: #000000\">Staining, histology support, and imaging<\/span><\/h4>\n<\/li>\n<li data-start=\"277\" data-end=\"366\">\n<h4><span style=\"color: #000000\">Spatial transcriptomics workflow execution, including permeabilization and Stereo-seq<\/span><\/h4>\n<\/li>\n<li data-start=\"367\" data-end=\"426\">\n<h4><span style=\"color: #000000\">Spatial library preparation and sequencing coordination<\/span><\/h4>\n<\/li>\n<\/ul>\n<\/li>\n<li data-start=\"613\" data-end=\"719\">\n<h4><span style=\"color: #522d80\"><strong data-start=\"615\" data-end=\"647\">\u00a0Single-cell omics analysis<\/strong><\/span><\/h4>\n<ul>\n<li data-start=\"477\" data-end=\"550\">\n<h4><span style=\"color: #000000\">Processing and analysis of single-cell RNA-seq and related omics datasets<\/span><\/h4>\n<\/li>\n<li data-start=\"111\" data-end=\"172\">\n<h4><span style=\"color: #000000\">Cell clustering, cell-type identification, and annotation<\/span><\/h4>\n<\/li>\n<li data-start=\"173\" data-end=\"246\">\n<h4><span style=\"color: #000000\">Integration of single-cell datasets with spatial transcriptomics data<\/span><\/h4>\n<\/li>\n<li data-start=\"247\" data-end=\"326\" data-is-last-node=\"\">\n<h4><span style=\"color: #000000\">Generation of interpretable visualizations and reports for biological insight<\/span><\/h4>\n<\/li>\n<\/ul>\n<\/li>\n<li data-start=\"721\" data-end=\"826\">\n<h4><span style=\"color: #522d80\"><strong data-start=\"723\" data-end=\"753\">Computational analysis<\/strong><\/span><\/h4>\n<ul>\n<li data-start=\"926\" data-end=\"982\">\n<h4><span style=\"color: #000000\">Generation of expression matrices and spatial gene expression maps<\/span><\/h4>\n<\/li>\n<li data-start=\"926\" data-end=\"982\">\n<h4><span style=\"color: #000000\">Clustering and spatial domain identification<\/span><\/h4>\n<\/li>\n<li data-start=\"926\" data-end=\"982\">\n<h4><span style=\"color: #000000\">Cell-type annotation and spatial mapping<\/span><\/h4>\n<\/li>\n<li>\n<h4><span style=\"color: #000000\">Standard visualizations and summary reports using established analysis workflows <\/span><\/h4>\n<\/li>\n<li>\n<h4><span style=\"color: #000000\">Advanced gene regulatory network (GRN analysis<\/span><\/h4>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-636516ea alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<div class=\"wp-block-uagb-container uagb-block-7ed6863a\">\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" width=\"586\" height=\"586\" data-src=\"https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Bioinformatics-2.jpg\" alt=\"Bioinformatics 2\" class=\"wp-image-313 lazyload\" style=\"--smush-placeholder-width: 586px; --smush-placeholder-aspect-ratio: 586\/586;width:398px;height:auto\" data-srcset=\"https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Bioinformatics-2.jpg 586w, https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Bioinformatics-2-300x300.jpg 300w, https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Bioinformatics-2-150x150.jpg 150w\" data-sizes=\"(max-width: 586px) 100vw, 586px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-5b668ef2\">\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"762\" data-src=\"https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Bioinformatics-3jpg-1024x762.jpg\" alt=\"Bioinformatics 3jpg\" class=\"wp-image-293 lazyload\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/762;aspect-ratio:1.343844396964562;width:519px;height:auto\" data-srcset=\"https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Bioinformatics-3jpg-1024x762.jpg 1024w, https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Bioinformatics-3jpg-300x223.jpg 300w, https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Bioinformatics-3jpg-768x571.jpg 768w, https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Bioinformatics-3jpg-1536x1142.jpg 1536w, https:\/\/scienceweb.clemson.edu\/sparc\/wp-content\/uploads\/sites\/53\/2026\/03\/Bioinformatics-3jpg.jpg 1670w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/figure>\n<\/div>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>SPARC, led by Dr. Shahid Mukhtar at Clemson University, serves as a Certified Service Provider (CSP) for Complete Genomics. Through [&hellip;]<\/p>\n","protected":false},"author":64,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-19","page","type-page","status-publish","hentry"],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false},"uagb_author_info":{"display_name":"mshahid","author_link":"https:\/\/scienceweb.clemson.edu\/sparc\/author\/mshahid\/"},"uagb_comment_info":0,"uagb_excerpt":"SPARC, led by Dr. Shahid Mukhtar at Clemson University, serves as a Certified Service Provider (CSP) for Complete Genomics. Through [&hellip;]","_links":{"self":[{"href":"https:\/\/scienceweb.clemson.edu\/sparc\/wp-json\/wp\/v2\/pages\/19","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/scienceweb.clemson.edu\/sparc\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/scienceweb.clemson.edu\/sparc\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/scienceweb.clemson.edu\/sparc\/wp-json\/wp\/v2\/users\/64"}],"replies":[{"embeddable":true,"href":"https:\/\/scienceweb.clemson.edu\/sparc\/wp-json\/wp\/v2\/comments?post=19"}],"version-history":[{"count":0,"href":"https:\/\/scienceweb.clemson.edu\/sparc\/wp-json\/wp\/v2\/pages\/19\/revisions"}],"wp:attachment":[{"href":"https:\/\/scienceweb.clemson.edu\/sparc\/wp-json\/wp\/v2\/media?parent=19"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}