{"id":36819,"date":"2023-10-30T22:24:18","date_gmt":"2023-10-31T05:24:18","guid":{"rendered":"https:\/\/www.novogene.com\/us-en\/?post_type=resources&#038;p=36819"},"modified":"2025-06-09T04:27:35","modified_gmt":"2025-06-09T11:27:35","slug":"novogene-single-cell-and-spatial-multi-omics-case-study","status":"publish","type":"resources","link":"https:\/\/www.novogene.com\/us-en\/resources\/publications\/novogene-single-cell-and-spatial-multi-omics-case-study\/","title":{"rendered":"Novogene Single-cell and Spatial Multi-omics Case Study"},"content":{"rendered":"<div class=\"zuobian\">\n<h5>Introduction:<\/h5>\n<p style=\"margin-top:0;\">While research on hematological malignancies has lagged behind that of solid tumors due to their stronger heterogeneity and complexity, the emergence of single-cell sequencing technology provides a crucial platform for better understanding these diseases. It enables the characterization of tumor cell heterogeneity, clonal evolution, epigenomic variation, the tumor microenvironment composition, and cell interactions, potentially bridging knowledge gaps. Leukemia is a common malignant tumor of the blood system in children, with B-ALL accounting for the majority of cases. Minimal residual disease (MRD) is a key prognostic indicator for pediatric B-ALL, yet detecting low-abundance residual cancer cells remains a technical challenge limiting insights into drug resistance mechanisms maintained by MRD.<\/p>\n<p style=\"display: inline-block;padding: 10px 20px;background-color: #44944a;border-radius: 20px;margin: 0;\"><a class=\"brochure-dllink\" style=\"color: #fff;font-size: 20px;    font-family: 'Merriweather-Bold', Arial;\" view-href=\"https:\/\/www.novogene.com\/us-en\/wp-content\/uploads\/sites\/4\/2023\/10\/Case-study-Single-Cell-RNA-seq-Novogene.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Download Now<\/a><\/p>\n<\/div>\n<div class=\"youbian\">\n<p><img decoding=\"async\" src=\"https:\/\/www.novogene.com\/us-en\/wp-content\/uploads\/sites\/4\/2023\/10\/\u4f01\u4e1a\u5fae\u4fe1\u622a\u56fe_6f5cde5f-642b-4508-b0c8-0141967e1982.png\" alt=\"\" \/><\/p>\n<\/div>\n<style>.zuobian {width: 57%;float: left;margin-bottom: 30px;}.youbian {width: 35%;float: left;margin-left: 30px;margin-top:0;}\n@media all and (min-width: 350px) and (max-width: 760px) {.zuobian {width: 100%;}.youbian {width: 80%;}}<\/style>\n","protected":false},"featured_media":36822,"parent":0,"template":"","yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.8 (Yoast SEO v20.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Novogene Single-cell and Spatial Multi-omics Case Study - Novogene<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.novogene.com\/us-en\/resources\/publications\/novogene-single-cell-and-spatial-multi-omics-case-study\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Novogene Single-cell and Spatial Multi-omics Case Study\" \/>\n<meta property=\"og:description\" content=\"Introduction: While research on hematological malignancies has lagged behind that of solid tumors due to their stronger heterogeneity and complexity, the emergence of single-cell sequencing technology provides a crucial platform for better understanding these diseases. It enables the characterization of tumor cell heterogeneity, clonal evolution, epigenomic variation, the tumor microenvironment composition, and cell interactions, potentially\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.novogene.com\/us-en\/resources\/publications\/novogene-single-cell-and-spatial-multi-omics-case-study\/\" \/>\n<meta property=\"og:site_name\" content=\"Novogene\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/NovogeneAmerica\/\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-09T11:27:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.novogene.com\/us-en\/wp-content\/uploads\/sites\/4\/2023\/10\/Case-study-Single-Cell-RNA-seq-Novogene-06\u77ee-1024x752.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"752\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@Novogene_Global\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.novogene.com\/us-en\/resources\/publications\/novogene-single-cell-and-spatial-multi-omics-case-study\/\",\"url\":\"https:\/\/www.novogene.com\/us-en\/resources\/publications\/novogene-single-cell-and-spatial-multi-omics-case-study\/\",\"name\":\"Novogene Single-cell and Spatial Multi-omics Case Study - Novogene\",\"isPartOf\":{\"@id\":\"https:\/\/www.novogene.com\/us-en\/#website\"},\"datePublished\":\"2023-10-31T05:24:18+00:00\",\"dateModified\":\"2025-06-09T11:27:35+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.novogene.com\/us-en\/resources\/publications\/novogene-single-cell-and-spatial-multi-omics-case-study\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.novogene.com\/us-en\/resources\/publications\/novogene-single-cell-and-spatial-multi-omics-case-study\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.novogene.com\/us-en\/resources\/publications\/novogene-single-cell-and-spatial-multi-omics-case-study\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.novogene.com\/us-en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Resources\",\"item\":\"https:\/\/www.novogene.com\/us-en\/resources\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Novogene Single-cell and Spatial Multi-omics Case Study\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.novogene.com\/us-en\/#website\",\"url\":\"https:\/\/www.novogene.com\/us-en\/\",\"name\":\"Novogene\",\"description\":\"USA Based Lab Guaranteed Data Security\",\"publisher\":{\"@id\":\"https:\/\/www.novogene.com\/us-en\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.novogene.com\/us-en\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.novogene.com\/us-en\/#organization\",\"name\":\"Novogene\",\"url\":\"https:\/\/www.novogene.com\/us-en\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.novogene.com\/us-en\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.novogene.com\/us-en\/wp-content\/uploads\/sites\/4\/2020\/05\/20200506113246.png\",\"contentUrl\":\"https:\/\/www.novogene.com\/us-en\/wp-content\/uploads\/sites\/4\/2020\/05\/20200506113246.png\",\"width\":941,\"height\":269,\"caption\":\"Novogene\"},\"image\":{\"@id\":\"https:\/\/www.novogene.com\/us-en\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/NovogeneAmerica\/\",\"https:\/\/twitter.com\/Novogene_Global\",\"https:\/\/www.linkedin.com\/company\/novogene\/\",\"https:\/\/www.youtube.com\/c\/NovogeneGlobal\"]}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Novogene Single-cell and Spatial Multi-omics Case Study - Novogene","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.novogene.com\/us-en\/resources\/publications\/novogene-single-cell-and-spatial-multi-omics-case-study\/","og_locale":"en_US","og_type":"article","og_title":"Novogene Single-cell and Spatial Multi-omics Case Study","og_description":"Introduction: While research on hematological malignancies has lagged behind that of solid tumors due to their stronger heterogeneity and complexity, the emergence of single-cell sequencing technology provides a crucial platform for better understanding these diseases. 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