{"id":16494,"date":"2022-04-27T10:41:53","date_gmt":"2022-04-27T10:41:53","guid":{"rendered":"https:\/\/admin.acceleratingscience.com\/behindthebench\/?p=16494"},"modified":"2022-08-31T04:42:54","modified_gmt":"2022-08-31T04:42:54","slug":"how-cell-images-enable-more-accuracy-in-flow-cytometry-data","status":"publish","type":"post","link":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\/","title":{"rendered":"Seeing is Believing &#8211; How Cell Images Enable More Accuracy in Flow Cytometry Data?"},"content":{"rendered":"<h3><strong>Common Challenges in Flow Cytometry<\/strong><\/h3>\n<p>Flow cytometry is one of the most powerful tools available today for multiparametric single cell analysis in various disciplines. Particularly, immunological research, helps to understand complex mechanisms through the study of cells of interest among a mix of cell populations. But, like many other good things in life, flow cytometry is not without its drawbacks which affect the quality of the data obtained. For instance, the presence of aggregates\/doublets in the sample could result in erroneous data and dead cells haunt researchers by nonspecifically binding to reagents and giving false positives. Data acquired from traditional flow cytometry does not provide any morphological data or visual images, particularly important in immunology to study cell interactions, and maintaining quality while processing live cell cultures.<\/p>\n<h3><strong>Which Solutions are Available?<\/strong><\/h3>\n<p>Thankfully, scientific advancements, particularly in immunology, provide some great solutions today, like viability dyes that differentiate the live cells from the dead or gating strategies that keep doublets out of the analysis. However, these solutions lead to some newer challenges. Viability dye is an additional reagent which wouldn\u2019t be otherwise needed, so it adds an extra step and cost. Who needs extra cost in this competitive market? Also, this solution blocks a channel for detection of viability dye\u2019s fluorescence. It takes away one parameter for analysis if using a full panel. So much for having a multi-channel flow cytometry.<\/p>\n<p>In short, these solutions do offer advantages but not without some compromises. Another ideal option would be to get a clean sample of just viable single cells. But let\u2019s be real, it\u2019s not always possible to get an ideal sample, or even enough sample, as it often comes from human patients. After all, it\u2019s not feasible for analysts to go back to already suffering patients and ask for more of their tissue.<\/p>\n<h3><strong>Is There a Better Way Out?<\/strong><\/h3>\n<p>Just imagine if an instrument existed that could take pictures of cells during flow cytometry and revealed if they are doublets or dead cells. Well, good news, Thermo Fisher Scientific has made that imagination a reality with their <a href=\"https:\/\/www.thermofisher.com\/us\/en\/home\/life-science\/cell-analysis\/flow-cytometry\/flow-cytometers\/attune-nxt-flow-cytometer\/models\/cytpix.html?icid=bid_pca_aup_ro1_co_1434_pjt9045_ext1905_0s0_blg_op_awa_kt_s00_flocyt1\">Invitrogen<sup>TM<\/sup> Attune<sup>TM<\/sup> CytPix<sup>TM<\/sup> Flow Cytometer<\/a> its high-speed brightfield camera coupled with <a href=\"https:\/\/www.thermofisher.com\/us\/en\/home\/life-science\/cell-analysis\/flow-cytometry\/flow-cytometers\/attune-nxt-flow-cytometer\/models\/cytpix.html?icid=bid_pca_aup_ro1_co_1434_pjt9045_ext1905_0s0_blg_op_awa_kt_s00_flocyt2\">Attune Cytometric software<\/a> can take pictures of each acquired event and help distinguish Single cells from doublets, clumps dead cells or debris. Bonus point, image capture happens when the sample flows through the flow cell. This technology removes unwanted cells and acquires highly accurate data, specifically for the target cell populations.<\/p>\n<p>One might wonder, how many images can one instrument take? The answer is a lot! Its high-speed camera can take up to 6,000 images per second, increasing the scope of analysis to a great extent. Acoutic focusing further enhances image quality. Visual images provided by <a href=\"https:\/\/www.thermofisher.com\/us\/en\/home\/life-science\/cell-analysis\/flow-cytometry\/flow-cytometers\/attune-nxt-flow-cytometer\/models\/cytpix.html?icid=bid_pca_aup_ro1_co_1434_pjt9045_ext1905_0s0_blg_op_awa_kt_s00_flocyt3\">Attune CytPix model<\/a> also unlocks the potential for improving cell culture quality check (QC). For example, in one study cell culture QC scientists observed loss of viability in terms of reduced cell counts and survival despite appearing confluent. Using previously captured images by <a href=\"https:\/\/www.thermofisher.com\/us\/en\/home\/life-science\/cell-analysis\/flow-cytometry\/flow-cytometers\/attune-nxt-flow-cytometer\/models\/cytpix.html?icid=bid_pca_aup_ro1_co_1434_pjt9045_ext1905_0s0_blg_op_awa_kt_s00_flocyt4\">Attune CytPix model<\/a> they could find the root cause as a microbial contamination. It wouldn\u2019t have been possible without these images. Another advantage is the ability to observe cell-to-cell interactions. When CAR-T immunotherapy cells were co-incubated with Ramos (lymphoma) cells and processed using <a href=\"https:\/\/www.thermofisher.com\/us\/en\/home\/life-science\/cell-analysis\/flow-cytometry\/flow-cytometers\/attune-nxt-flow-cytometer\/models\/cytpix.html?icid=bid_pca_aup_ro1_co_1434_pjt9045_ext1905_0s0_blg_op_awa_kt_s00_flocyt5\">Attune CytPix model<\/a>, some images showed CAR-T cells visibly targeting Ramos cells.<\/p>\n<p>This solution could be a game changer. It eliminates the need for any additional reagent such as viability dyes, which saves money and doesn\u2019t block any channels. This allows maximum parameters to be used for the actual research study, while also cleaning up the mess from doublets and dead cells. In addition, it can unlock opportunities for improving QC processes, studying cell-to-cell interactions and much more.<\/p>\n<p>Could this be a dream instrument for improvement of data accuracy and simplified immunology research?<\/p>\n<p><strong>Learn more about the product in this blog: <\/strong><a href=\"https:\/\/www.thermofisher.com\/us\/en\/home\/life-science\/cell-analysis\/flow-cytometry\/flow-cytometers\/attune-nxt-flow-cytometer\/models\/cytpix.html?icid=bid_pca_aup_ro1_co_1434_pjt9045_ext1905_0s0_blg_op_awa_kt_s00_flocyt6\">Invitrogen Attune CytPix Flow Cytometer<\/a><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-16495 size-large\" src=\"http:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2022\/04\/PG2631-PJT9045-COL019324-Resize-Attune-CytPix-and-Compensation-Beads-Images-Global-F-v1-1024x224.jpg\" alt=\"Brightfield images with flow cytometry \" width=\"760\" height=\"166\" srcset=\"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2022\/04\/PG2631-PJT9045-COL019324-Resize-Attune-CytPix-and-Compensation-Beads-Images-Global-F-v1-1024x224.jpg 1024w, https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2022\/04\/PG2631-PJT9045-COL019324-Resize-Attune-CytPix-and-Compensation-Beads-Images-Global-F-v1-300x66.jpg 300w, https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2022\/04\/PG2631-PJT9045-COL019324-Resize-Attune-CytPix-and-Compensation-Beads-Images-Global-F-v1-768x168.jpg 768w, https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2022\/04\/PG2631-PJT9045-COL019324-Resize-Attune-CytPix-and-Compensation-Beads-Images-Global-F-v1-1536x336.jpg 1536w, https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2022\/04\/PG2631-PJT9045-COL019324-Resize-Attune-CytPix-and-Compensation-Beads-Images-Global-F-v1.jpg 1600w\" sizes=\"auto, (max-width: 760px) 100vw, 760px\" \/><\/p>\n<h3><strong>Resources and Solutions for Flow Cytometry<\/strong><\/h3>\n<ul>\n<li><a href=\"https:\/\/www.thermofisher.com\/us\/en\/home\/life-science\/cell-analysis\/flow-cytometry\/antibodies-for-flow-cytometry\/flow-cytometry-panel-builder.html?icid=bid_pca_aup_ro1_co_1434_pjt9045_ext1905_0s0_blg_op_awa_kt_s00_flocyt7\">Flow Cytometry Panel Builder<\/a> \u2013 this online tool helps you design an effective reagent panel for your specific application on your conventional or spectral flow cytometer<\/li>\n<li><a href=\"https:\/\/www.thermofisher.com\/us\/en\/home\/global\/forms\/flow-cytometry-protocols-handbook.html?icid=bid_pca_aup_ro1_co_1434_pjt9045_ext1905_0s0_blg_op_awa_kt_s00_flocyt8\">Flow Cytometry Protocols Handbook<\/a> \u2013 protocols that fit your needs in flow cytometry ranging from sample preparation to numerous cell stimulation conditions, staining, immunophenotyping and data analysis strategies<\/li>\n<li><a href=\"https:\/\/www.thermofisher.com\/us\/en\/home\/life-science\/cell-analysis\/cell-analysis-learning-center\/immunology-at-work.html?icid=bid_pca_aup_ro1_co_1434_pjt9045_ext1905_0s0_blg_op_awa_kt_s00_flocyt9\">Immunology at Work Resource Center<\/a> \u2013 practical guidance and protocols to help you get started quickly and confidently<\/li>\n<\/ul>\n<h3><strong>References<\/strong><\/h3>\n<ol>\n<li><a href=\"https:\/\/www.selectscience.net\/editorial-articles\/heres-how-experts-are-breaking-down-barriers-in-flow-cytometry?artID=55890\">How experts are breaking down barriers in flow cytometry (selectscience.net)<\/a><\/li>\n<\/ol>\n<h3><strong>Additional Blogs<\/strong><\/h3>\n<ul>\n<li class=\"entry-title\"><a href=\"https:\/\/www.thermofisher.com\/blog\/behindthebench\/clog-resistance-of-non-pressure-based-flow-cytometers\/\">Clog Resistance of non-Pressure Based Flow Cytometers<\/a><\/li>\n<li>\n<p class=\"entry-title\"><a href=\"https:\/\/www.thermofisher.com\/blog\/behindthebench\/is-it-a-t-cell-or-b-cell-antibodies-for-immunophenotyping\/\">Is it a T-Cell or B-Cell? Antibodies for Immunophenotyping<\/a><\/p>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Common Challenges in Flow Cytometry Flow cytometry is one of the most powerful tools available today for multiparametric single cell analysis in various disciplines. Particularly, immunological research, helps to understand complex mechanisms through the study of cells of interest among a mix of cell populations. But, like many other good things in life, flow cytometry<\/p>\n","protected":false},"author":120,"featured_media":16495,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_monsterinsights_skip_tracking":false,"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[135],"tags":[210,159],"division":[],"class_list":{"0":"post-16494","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-immunology","8":"tag-flow-cytometry","9":"tag-immunology","10":"entry"},"_selected_authors":"","_selected_reviewers":"","acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.8 (Yoast SEO v27.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Seeing is Believing - How Cell Images Enable More Accuracy in Flow Cytometry Data? - Behind the Bench<\/title>\n<meta name=\"description\" content=\"The Attune CytPix flow cytometer, captures flow cytometry data by taking pictures of cells to reveal singlets from doublets from debris.\" \/>\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.thermofisher.com\/blog\/behindthebench\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Seeing is Believing - How Cell Images Enable More Accuracy in Flow Cytometry Data?\" \/>\n<meta property=\"og:description\" content=\"The Attune CytPix flow cytometer, captures flow cytometry data by taking pictures of cells to reveal singlets from doublets from debris.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.thermofisher.com\/blog\/behindthebench\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\/\" \/>\n<meta property=\"og:site_name\" content=\"Behind the Bench\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/thermofisher\" \/>\n<meta property=\"article:published_time\" content=\"2022-04-27T10:41:53+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-08-31T04:42:54+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2022\/04\/PG2631-PJT9045-COL019324-Resize-Attune-CytPix-and-Compensation-Beads-Images-Global-F-v1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1600\" \/>\n\t<meta property=\"og:image:height\" content=\"350\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Behind The Bench Staff\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@thermofisher\" \/>\n<meta name=\"twitter:site\" content=\"@thermofisher\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Behind The Bench Staff\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/behindthebench\\\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/behindthebench\\\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\\\/\"},\"author\":{\"name\":\"Behind The Bench Staff\",\"@id\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/behindthebench\\\/#\\\/schema\\\/person\\\/9bbb2d67616274d3d4a21a584f7f4a0c\"},\"headline\":\"Seeing is Believing &#8211; How Cell Images Enable More Accuracy in Flow Cytometry Data?\",\"datePublished\":\"2022-04-27T10:41:53+00:00\",\"dateModified\":\"2022-08-31T04:42:54+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/behindthebench\\\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\\\/\"},\"wordCount\":771,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/behindthebench\\\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/behindthebench\\\/wp-content\\\/uploads\\\/sites\\\/9\\\/2022\\\/04\\\/PG2631-PJT9045-COL019324-Resize-Attune-CytPix-and-Compensation-Beads-Images-Global-F-v1.jpg\",\"keywords\":[\"Flow Cytometry\",\"immunology\"],\"articleSection\":[\"Immunology\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/behindthebench\\\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/behindthebench\\\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\\\/\",\"url\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/behindthebench\\\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\\\/\",\"name\":\"Seeing is Believing - How Cell Images Enable More Accuracy in Flow Cytometry Data? - Behind the Bench\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/behindthebench\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/behindthebench\\\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/behindthebench\\\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/behindthebench\\\/wp-content\\\/uploads\\\/sites\\\/9\\\/2022\\\/04\\\/PG2631-PJT9045-COL019324-Resize-Attune-CytPix-and-Compensation-Beads-Images-Global-F-v1.jpg\",\"datePublished\":\"2022-04-27T10:41:53+00:00\",\"dateModified\":\"2022-08-31T04:42:54+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/behindthebench\\\/#\\\/schema\\\/person\\\/9bbb2d67616274d3d4a21a584f7f4a0c\"},\"description\":\"The Attune CytPix flow cytometer, captures flow cytometry data by taking pictures of cells to reveal singlets from doublets from debris.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/behindthebench\\\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/behindthebench\\\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/behindthebench\\\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\\\/#primaryimage\",\"url\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/behindthebench\\\/wp-content\\\/uploads\\\/sites\\\/9\\\/2022\\\/04\\\/PG2631-PJT9045-COL019324-Resize-Attune-CytPix-and-Compensation-Beads-Images-Global-F-v1.jpg\",\"contentUrl\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/behindthebench\\\/wp-content\\\/uploads\\\/sites\\\/9\\\/2022\\\/04\\\/PG2631-PJT9045-COL019324-Resize-Attune-CytPix-and-Compensation-Beads-Images-Global-F-v1.jpg\",\"width\":1600,\"height\":350,\"caption\":\"Attune CytPix and Compensation Beads\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/behindthebench\\\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/behindthebench\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Seeing is Believing &#8211; How Cell Images Enable More Accuracy in Flow Cytometry Data?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/behindthebench\\\/#website\",\"url\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/behindthebench\\\/\",\"name\":\"Behind the Bench\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/behindthebench\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/behindthebench\\\/#\\\/schema\\\/person\\\/9bbb2d67616274d3d4a21a584f7f4a0c\",\"name\":\"Behind The Bench Staff\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/52d5c16ece4bd1c0a49a63521c2b6a25c54a3f0c33f7afed215ba7e0cdff69e3?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/52d5c16ece4bd1c0a49a63521c2b6a25c54a3f0c33f7afed215ba7e0cdff69e3?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/52d5c16ece4bd1c0a49a63521c2b6a25c54a3f0c33f7afed215ba7e0cdff69e3?s=96&d=mm&r=g\",\"caption\":\"Behind The Bench Staff\"},\"url\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/author\\\/behind-the-bench-staff\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Seeing is Believing - How Cell Images Enable More Accuracy in Flow Cytometry Data? - Behind the Bench","description":"The Attune CytPix flow cytometer, captures flow cytometry data by taking pictures of cells to reveal singlets from doublets from debris.","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.thermofisher.com\/blog\/behindthebench\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\/","og_locale":"en_US","og_type":"article","og_title":"Seeing is Believing - How Cell Images Enable More Accuracy in Flow Cytometry Data?","og_description":"The Attune CytPix flow cytometer, captures flow cytometry data by taking pictures of cells to reveal singlets from doublets from debris.","og_url":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\/","og_site_name":"Behind the Bench","article_publisher":"https:\/\/www.facebook.com\/thermofisher","article_published_time":"2022-04-27T10:41:53+00:00","article_modified_time":"2022-08-31T04:42:54+00:00","og_image":[{"width":1600,"height":350,"url":"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2022\/04\/PG2631-PJT9045-COL019324-Resize-Attune-CytPix-and-Compensation-Beads-Images-Global-F-v1.jpg","type":"image\/jpeg"}],"author":"Behind The Bench Staff","twitter_card":"summary_large_image","twitter_creator":"@thermofisher","twitter_site":"@thermofisher","twitter_misc":{"Written by":"Behind The Bench Staff","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\/#article","isPartOf":{"@id":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\/"},"author":{"name":"Behind The Bench Staff","@id":"https:\/\/admin.acceleratingscience.com\/behindthebench\/#\/schema\/person\/9bbb2d67616274d3d4a21a584f7f4a0c"},"headline":"Seeing is Believing &#8211; How Cell Images Enable More Accuracy in Flow Cytometry Data?","datePublished":"2022-04-27T10:41:53+00:00","dateModified":"2022-08-31T04:42:54+00:00","mainEntityOfPage":{"@id":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\/"},"wordCount":771,"commentCount":0,"image":{"@id":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\/#primaryimage"},"thumbnailUrl":"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2022\/04\/PG2631-PJT9045-COL019324-Resize-Attune-CytPix-and-Compensation-Beads-Images-Global-F-v1.jpg","keywords":["Flow Cytometry","immunology"],"articleSection":["Immunology"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.thermofisher.com\/blog\/behindthebench\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\/","url":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\/","name":"Seeing is Believing - How Cell Images Enable More Accuracy in Flow Cytometry Data? - Behind the Bench","isPartOf":{"@id":"https:\/\/admin.acceleratingscience.com\/behindthebench\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\/#primaryimage"},"image":{"@id":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\/#primaryimage"},"thumbnailUrl":"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2022\/04\/PG2631-PJT9045-COL019324-Resize-Attune-CytPix-and-Compensation-Beads-Images-Global-F-v1.jpg","datePublished":"2022-04-27T10:41:53+00:00","dateModified":"2022-08-31T04:42:54+00:00","author":{"@id":"https:\/\/admin.acceleratingscience.com\/behindthebench\/#\/schema\/person\/9bbb2d67616274d3d4a21a584f7f4a0c"},"description":"The Attune CytPix flow cytometer, captures flow cytometry data by taking pictures of cells to reveal singlets from doublets from debris.","breadcrumb":{"@id":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.thermofisher.com\/blog\/behindthebench\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\/#primaryimage","url":"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2022\/04\/PG2631-PJT9045-COL019324-Resize-Attune-CytPix-and-Compensation-Beads-Images-Global-F-v1.jpg","contentUrl":"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2022\/04\/PG2631-PJT9045-COL019324-Resize-Attune-CytPix-and-Compensation-Beads-Images-Global-F-v1.jpg","width":1600,"height":350,"caption":"Attune CytPix and Compensation Beads"},{"@type":"BreadcrumbList","@id":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/how-cell-images-enable-more-accuracy-in-flow-cytometry-data\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/admin.acceleratingscience.com\/behindthebench\/"},{"@type":"ListItem","position":2,"name":"Seeing is Believing &#8211; How Cell Images Enable More Accuracy in Flow Cytometry Data?"}]},{"@type":"WebSite","@id":"https:\/\/admin.acceleratingscience.com\/behindthebench\/#website","url":"https:\/\/admin.acceleratingscience.com\/behindthebench\/","name":"Behind the Bench","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/admin.acceleratingscience.com\/behindthebench\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/admin.acceleratingscience.com\/behindthebench\/#\/schema\/person\/9bbb2d67616274d3d4a21a584f7f4a0c","name":"Behind The Bench Staff","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/52d5c16ece4bd1c0a49a63521c2b6a25c54a3f0c33f7afed215ba7e0cdff69e3?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/52d5c16ece4bd1c0a49a63521c2b6a25c54a3f0c33f7afed215ba7e0cdff69e3?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/52d5c16ece4bd1c0a49a63521c2b6a25c54a3f0c33f7afed215ba7e0cdff69e3?s=96&d=mm&r=g","caption":"Behind The Bench Staff"},"url":"https:\/\/admin.acceleratingscience.com\/author\/behind-the-bench-staff\/"}]}},"taxonomy_info":{"category":[{"value":135,"label":"Immunology"}],"post_tag":[{"value":210,"label":"Flow Cytometry"},{"value":159,"label":"immunology"}]},"featured_image_src_large":["https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2022\/04\/PG2631-PJT9045-COL019324-Resize-Attune-CytPix-and-Compensation-Beads-Images-Global-F-v1-1024x224.jpg",760,166,true],"author_info":{"display_name":"Behind The Bench Staff","author_link":"https:\/\/admin.acceleratingscience.com\/author\/behind-the-bench-staff\/"},"comment_info":0,"category_info":[{"term_id":135,"name":"Immunology","slug":"immunology","term_group":0,"term_taxonomy_id":135,"taxonomy":"category","description":"","parent":0,"count":45,"filter":"raw","meta":[],"cat_ID":135,"category_count":45,"category_description":"","cat_name":"Immunology","category_nicename":"immunology","category_parent":0}],"tag_info":[{"term_id":210,"name":"Flow Cytometry","slug":"flow-cytometry","term_group":0,"term_taxonomy_id":210,"taxonomy":"post_tag","description":"","parent":0,"count":18,"filter":"raw","meta":[]},{"term_id":159,"name":"immunology","slug":"immunology","term_group":0,"term_taxonomy_id":159,"taxonomy":"post_tag","description":"","parent":0,"count":21,"filter":"raw","meta":[]}],"jetpack-related-posts":[{"id":19184,"url":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/magnetic-cell-separation-how-to-automate-cell-isolation\/","url_meta":{"origin":16494,"position":0},"title":"Magnetic Cell Separation: How to Automate Cell Isolation","author":"Behind The Bench Staff","date":"October 29, 2025","format":false,"excerpt":"In the rapidly advancing field of medical diagnostics, liquid biopsy stands out as an innovative technique that is advancing the way we detect and monitor diseases. Unlike traditional biopsies, which require invasive procedures to extract tissue samples, liquid biopsy offers a minimally invasive alternative by isolating cells from complex samples\u2026","rel":"","context":"In &quot;General&quot;","block_context":{"text":"General","link":"https:\/\/admin.acceleratingscience.com\/behindthebench\/general\/"},"img":{"alt_text":"Automated cell isolation","src":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2025\/10\/Blog-32-Automated-Cell-Isolation_1600x350px.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2025\/10\/Blog-32-Automated-Cell-Isolation_1600x350px.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2025\/10\/Blog-32-Automated-Cell-Isolation_1600x350px.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2025\/10\/Blog-32-Automated-Cell-Isolation_1600x350px.jpg?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2025\/10\/Blog-32-Automated-Cell-Isolation_1600x350px.jpg?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2025\/10\/Blog-32-Automated-Cell-Isolation_1600x350px.jpg?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":19645,"url":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/aav-viral-vector-analytics-cdmo\/","url_meta":{"origin":16494,"position":1},"title":"Almost a Virus: How CDMOs Enable Scalable Cell and Gene Therapy","author":"Behind The Bench Staff","date":"April 6, 2026","format":false,"excerpt":"In this episode of Absolute Gene-ius, Dr. Dan Mitchell, Senior Director of Analytical Development and Quality Control at Matica Biotechnology, explains how contract development and manufacturing organizations (CDMOs) support the advancement of cell and gene therapies. The discussion focuses on viral vector development, analytical strategies, and the technologies used to\u2026","rel":"","context":"In &quot;Pharma &amp; Biotech Manufacturing&quot;","block_context":{"text":"Pharma &amp; Biotech Manufacturing","link":"https:\/\/admin.acceleratingscience.com\/behindthebench\/pharmamfg\/"},"img":{"alt_text":"Headshot of a man with dark hair and a beard wearing a suit and tie against a neutral background.","src":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/04\/DMitchell-Headshot-1_Jordan-Ruggieri.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/04\/DMitchell-Headshot-1_Jordan-Ruggieri.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/04\/DMitchell-Headshot-1_Jordan-Ruggieri.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/04\/DMitchell-Headshot-1_Jordan-Ruggieri.jpg?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/04\/DMitchell-Headshot-1_Jordan-Ruggieri.jpg?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/04\/DMitchell-Headshot-1_Jordan-Ruggieri.jpg?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":19257,"url":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/cryopreservation-advancements-in-human-stem-cell-derived-neurons\/","url_meta":{"origin":16494,"position":2},"title":"Cryopreservation: Advancements in Human Stem Cell-Derived Neurons","author":"Behind The Bench Staff","date":"December 3, 2025","format":false,"excerpt":"The field of cryopreservation has seen advancements, particularly with the ability to preserve human stem cell-derived neurons. This progress holds great promise for research and therapeutic applications, helping to ensure the availability of high-quality neuronal cultures. What is Cryopreservation? Cryopreservation involves cooling cells to sub-zero temperatures to halt biological activity\u2026","rel":"","context":"In &quot;General&quot;","block_context":{"text":"General","link":"https:\/\/admin.acceleratingscience.com\/behindthebench\/general\/"},"img":{"alt_text":"Illustration of active nerve cell synapses showing neural connections, related to cryopreservation research.","src":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2025\/11\/active-nerve-cell-synapses.jpeg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2025\/11\/active-nerve-cell-synapses.jpeg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2025\/11\/active-nerve-cell-synapses.jpeg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2025\/11\/active-nerve-cell-synapses.jpeg?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2025\/11\/active-nerve-cell-synapses.jpeg?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2025\/11\/active-nerve-cell-synapses.jpeg?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":19755,"url":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/deterministic-programming-ipsc-disease-modeling\/","url_meta":{"origin":16494,"position":3},"title":"Finding the \u201cCheat Codes\u201d to Cell Identity: Deterministic Programming of iPSCs","author":"Ashleigh Barlow","date":"May 15, 2026","format":false,"excerpt":"Article Summary Fiona Connolly, formerly Platform Innovation and Automation Scientist at bit.bio, joins Absolute Gene-ius to discuss how deterministic programming is reshaping stem cell biology, disease modeling, and drug discovery. With a background spanning molecular biology, cell engineering, and automation, Fiona brings a unique perspective on how genetic \u201ccheat codes\u201d\u2026","rel":"","context":"In &quot;Gene Editing&quot;","block_context":{"text":"Gene Editing","link":"https:\/\/admin.acceleratingscience.com\/behindthebench\/gene-editing\/"},"img":{"alt_text":"Portrait of Fiona Connolly speaking on stem cell engineering and deterministic programming technologies.","src":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/05\/Connolly-LI-profile-pic-1_Jordan-Ruggieri-1.jpeg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/05\/Connolly-LI-profile-pic-1_Jordan-Ruggieri-1.jpeg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/05\/Connolly-LI-profile-pic-1_Jordan-Ruggieri-1.jpeg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/05\/Connolly-LI-profile-pic-1_Jordan-Ruggieri-1.jpeg?resize=700%2C400&ssl=1 2x"},"classes":[]},{"id":19697,"url":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/allogeneic-cell-therapies-enhancing-patient-access-via-off-the-shelf-options\/","url_meta":{"origin":16494,"position":4},"title":"Allogeneic cell therapies: Enhancing patient access via off-the-shelf options","author":"Behind The Bench Staff","date":"May 16, 2026","format":false,"excerpt":"Chimeric Antigen Receptor (CAR) T cell therapy has transformed treatment paradigms for hematologic malignancies. However, most FDA-approved CAR-T cell therapies today are autologous, meaning they are manufactured individually from each patient\u2019s own T cells. While effective, this approach presents significant manufacturing constraints, including long timelines, dependence on patient health for\u2026","rel":"","context":"In &quot;General&quot;","block_context":{"text":"General","link":"https:\/\/admin.acceleratingscience.com\/behindthebench\/general\/"},"img":{"alt_text":"CTx Feature Image","src":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/05\/Chapter-6-CTx-HB-BKG-4-scaled.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/05\/Chapter-6-CTx-HB-BKG-4-scaled.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/05\/Chapter-6-CTx-HB-BKG-4-scaled.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/05\/Chapter-6-CTx-HB-BKG-4-scaled.jpg?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/05\/Chapter-6-CTx-HB-BKG-4-scaled.jpg?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/05\/Chapter-6-CTx-HB-BKG-4-scaled.jpg?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":19435,"url":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/scaling-human-relevant-oncology-testing-oncopro-tumoroids-on-screenin3ds-upscale-platform\/","url_meta":{"origin":16494,"position":5},"title":"Scaling Human-Relevant Oncology Testing: OncoPro Tumoroids on ScreenIn3D\u2019s UpScale Platform","author":"Behind The Bench Staff","date":"February 25, 2026","format":false,"excerpt":"The United States National Institutes of Health has prioritized human cell-based in vitro approaches to \u201cmodel human disease and capture human variability and patient-specific characteristics,\u201d complementing the U.S. Food and Drug Administration\u2019s goals to use advanced in vitro assays as a New Approach Methodology (NAM) that could reduce animal testing.\u2026","rel":"","context":"In &quot;Cancer Research&quot;","block_context":{"text":"Cancer Research","link":"https:\/\/admin.acceleratingscience.com\/behindthebench\/cancer-research\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/02\/HuCo021320-screen-v2-1.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/02\/HuCo021320-screen-v2-1.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/02\/HuCo021320-screen-v2-1.png?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/02\/HuCo021320-screen-v2-1.png?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/02\/HuCo021320-screen-v2-1.png?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2026\/02\/HuCo021320-screen-v2-1.png?resize=1400%2C800&ssl=1 4x"},"classes":[]}],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2022\/04\/PG2631-PJT9045-COL019324-Resize-Attune-CytPix-and-Compensation-Beads-Images-Global-F-v1.jpg","_links":{"self":[{"href":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/wp-json\/wp\/v2\/posts\/16494","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/wp-json\/wp\/v2\/users\/120"}],"replies":[{"embeddable":true,"href":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/wp-json\/wp\/v2\/comments?post=16494"}],"version-history":[{"count":0,"href":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/wp-json\/wp\/v2\/posts\/16494\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/wp-json\/wp\/v2\/media\/16495"}],"wp:attachment":[{"href":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/wp-json\/wp\/v2\/media?parent=16494"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/wp-json\/wp\/v2\/categories?post=16494"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/wp-json\/wp\/v2\/tags?post=16494"},{"taxonomy":"division","embeddable":true,"href":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/wp-json\/wp\/v2\/division?post=16494"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}