{"id":65,"date":"2023-01-31T20:53:28","date_gmt":"2023-01-31T20:53:28","guid":{"rendered":"https:\/\/supervised-morphogenesis.eu\/?page_id=65"},"modified":"2026-08-28T14:07:00","modified_gmt":"2026-08-28T14:07:00","slug":"protocols","status":"publish","type":"page","link":"https:\/\/supervised-morphogenesis.eu\/index.php\/protocols\/","title":{"rendered":"Protocols"},"content":{"rendered":"\n<p class=\"has-text-align-center has-white-color has-text-color has-background has-link-color has-medium-font-size wp-elements-1 wp-block-paragraph\" style=\"background-color:#577aa3\">To maximize the reproducibility of stem-cell-based embryo models across laboratories,    SUMO is committed to sharing detailed protocols.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Co-aggregation protocol<\/h3>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Modular aggregoid strategy that spatially couples embryonic and extraembryonic endoderm-like cells to reconstruct key interactions <em>in vitro<\/em>.<\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\"><a href=\"https:\/\/doi.org\/10.1101\/2025.11.09.687163\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/doi.org\/10.1101\/2025.11.09.687163<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"717\" src=\"https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2026\/08\/Experiment_Sergei_sm-1024x717.png\" alt=\"\" class=\"wp-image-574\" srcset=\"https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2026\/08\/Experiment_Sergei_sm-1024x717.png 1024w, https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2026\/08\/Experiment_Sergei_sm-300x210.png 300w, https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2026\/08\/Experiment_Sergei_sm-768x538.png 768w, https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2026\/08\/Experiment_Sergei_sm.png 1500w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Schematic overview of the co-aggregation protocol<\/em><\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Protocol for the Design and Fabrication of the rOoC Platform<\/h3>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">The rOoC platform comprises a pump-free, directional-flow recirculating organ-on-a-chip (rOoC) system that generates controlled, unidirectional, gravity-driven flow through the integration of a 3D tilting mechanism and an optimized microfluidic layout.<\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">The platform enables the cultivation and interconnection of two or more tissue or organ representations on-chip, while allowing the incorporation of concentration gradients, endothelial barriers, microvasculature, and circulating cells. These features are integrated within the chip, eliminating the need for external tubing and auxiliary support systems.<\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\"><a href=\"https:\/\/doi.org\/10.1039\/d2lc00919f\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/doi.org\/10.1039\/d2lc00919f<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"534\" src=\"https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2026\/08\/rOoC_platform_sm-1024x534.png\" alt=\"\" class=\"wp-image-570\" srcset=\"https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2026\/08\/rOoC_platform_sm-1024x534.png 1024w, https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2026\/08\/rOoC_platform_sm-300x156.png 300w, https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2026\/08\/rOoC_platform_sm-768x400.png 768w, https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2026\/08\/rOoC_platform_sm-1536x800.png 1536w, https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2026\/08\/rOoC_platform_sm.png 1894w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Platform layout<\/em><\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">To generate more in-depth understanding of Raman chemical signalling, we have developed an autoencoder which predicts biochemical maps within tissues.<\/h3>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">A detailed step-by-step protocol how to run RamanSpy and the Autoencoder can be found here:<br><a href=\"https:\/\/www.science.org\/doi\/10.1126\/sciadv.aec5080\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.science.org\/doi\/10.1126\/sciadv.aec5080<\/a><br><a href=\"https:\/\/github.com\/barahona-research-group\/dl-raman\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/barahona-research-group\/dl-raman<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"251\" src=\"https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2026\/08\/Raman_prot-1024x251.png\" alt=\"\" class=\"wp-image-566\" srcset=\"https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2026\/08\/Raman_prot-1024x251.png 1024w, https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2026\/08\/Raman_prot-300x74.png 300w, https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2026\/08\/Raman_prot-768x189.png 768w, https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2026\/08\/Raman_prot-1536x377.png 1536w, https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2026\/08\/Raman_prot.png 1894w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Schematic overview<\/em> <em>of the protocol<\/em><\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">Protocol for generation of trunk-like-structures (&amp; gastruloids)<\/h3>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">You can find a detailed step-by-step protocol used by the Veenvliet Lab for the generation of trunk-like-structures and gastruloids (Veenvliet et al., Science 2020) here: <a href=\"https:\/\/en.bio-protocol.org\/en\/bpdetail?id=4042&amp;type=0\" data-type=\"link\" data-id=\"https:\/\/en.bio-protocol.org\/en\/bpdetail?id=4042&amp;type=0\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/en.bio-protocol.org\/en\/bpdetail?id=4042&amp;type=0<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"192\" src=\"https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2023\/11\/bioprotoc-11-11-4042-g002-1024x192.jpg\" alt=\"\" class=\"wp-image-256\" srcset=\"https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2023\/11\/bioprotoc-11-11-4042-g002-1024x192.jpg 1024w, https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2023\/11\/bioprotoc-11-11-4042-g002-300x56.jpg 300w, https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2023\/11\/bioprotoc-11-11-4042-g002-768x144.jpg 768w, https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2023\/11\/bioprotoc-11-11-4042-g002-1536x289.jpg 1536w, https:\/\/supervised-morphogenesis.eu\/wp-content\/uploads\/2023\/11\/bioprotoc-11-11-4042-g002-2048x385.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Schematic overview<\/em><\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>To maximize the reproducibility of stem-cell-based embryo models across laboratories, SUMO is committed to sharing detailed protocols. Co-aggregation protocol Modular aggregoid strategy that spatially couples embryonic and extraembryonic endoderm-like cells to reconstruct key interactions in vitro. https:\/\/doi.org\/10.1101\/2025.11.09.687163 Protocol for the Design and Fabrication of the rOoC Platform The rOoC platform comprises a pump-free, directional-flow recirculating [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-65","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/supervised-morphogenesis.eu\/index.php\/wp-json\/wp\/v2\/pages\/65","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/supervised-morphogenesis.eu\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/supervised-morphogenesis.eu\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/supervised-morphogenesis.eu\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/supervised-morphogenesis.eu\/index.php\/wp-json\/wp\/v2\/comments?post=65"}],"version-history":[{"count":20,"href":"https:\/\/supervised-morphogenesis.eu\/index.php\/wp-json\/wp\/v2\/pages\/65\/revisions"}],"predecessor-version":[{"id":580,"href":"https:\/\/supervised-morphogenesis.eu\/index.php\/wp-json\/wp\/v2\/pages\/65\/revisions\/580"}],"wp:attachment":[{"href":"https:\/\/supervised-morphogenesis.eu\/index.php\/wp-json\/wp\/v2\/media?parent=65"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}