Vizgen and Ultivue Merge. Learn more

Home > Resources > AACR Poster 2023: A pathway-centric approach to characterizing tumor heterogeneity and cell diversity across multiple cancer types

Resources

Application & Technical Notes

AACR Poster 2023: A pathway-centric approach to characterizing tumor heterogeneity and cell diversity across multiple cancer types

Access This Resource Back To All Resources

Top

img:is([sizes="auto" i],[sizes^="auto," i]){contain-intrinsic-size:3000px 1500px;}img.wp-smiley,img.emoji{display:inline !important;border:none !important;box-shadow:none !important;height:1em !important;width:1em !important;margin:0 .07em !important;vertical-align:-.1em !important;background:none !important;padding:0 !important;}.safe-svg-cover{text-align:center;}.safe-svg-cover .safe-svg-inside{display:inline-block;max-width:100%;}.safe-svg-cover svg{height:100%;max-height:100%;max-width:100%;width:100%;}.wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em;}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none;}:root{--wp--preset--aspect-ratio--square:1;--wp--preset--aspect-ratio--4-3:4/3;--wp--preset--aspect-ratio--3-4:3/4;--wp--preset--aspect-ratio--3-2:3/2;--wp--preset--aspect-ratio--2-3:2/3;--wp--preset--aspect-ratio--16-9:16/9;--wp--preset--aspect-ratio--9-16:9/16;--wp--preset--color--black:#000;--wp--preset--color--cyan-bluish-gray:#abb8c3;--wp--preset--color--white:#fff;--wp--preset--color--pale-pink:#f78da7;--wp--preset--color--vivid-red:#cf2e2e;--wp--preset--color--luminous-vivid-orange:#ff6900;--wp--preset--color--luminous-vivid-amber:#fcb900;--wp--preset--color--light-green-cyan:#7bdcb5;--wp--preset--color--vivid-green-cyan:#00d084;--wp--preset--color--pale-cyan-blue:#8ed1fc;--wp--preset--color--vivid-cyan-blue:#0693e3;--wp--preset--color--vivid-purple:#9b51e0;--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple:linear-gradient(135deg,rgba(6,147,227,1) 0%,#9b51e0 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan:linear-gradient(135deg,#7adcb4 0%,#00d082 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange:linear-gradient(135deg,rgba(252,185,0,1) 0%,rgba(255,105,0,1) 100%);--wp--preset--gradient--luminous-vivid-orange-to-vivid-red:linear-gradient(135deg,rgba(255,105,0,1) 0%,#cf2e2e 100%);--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray:linear-gradient(135deg,#eee 0%,#a9b8c3 100%);--wp--preset--gradient--cool-to-warm-spectrum:linear-gradient(135deg,#4aeadc 0%,#9778d1 20%,#cf2aba 40%,#ee2c82 60%,#fb6962 80%,#fef84c 100%);--wp--preset--gradient--blush-light-purple:linear-gradient(135deg,#ffceec 0%,#9896f0 100%);--wp--preset--gradient--blush-bordeaux:linear-gradient(135deg,#fecda5 0%,#fe2d2d 50%,#6b003e 100%);--wp--preset--gradient--luminous-dusk:linear-gradient(135deg,#ffcb70 0%,#c751c0 50%,#4158d0 100%);--wp--preset--gradient--pale-ocean:linear-gradient(135deg,#fff5cb 0%,#b6e3d4 50%,#33a7b5 100%);--wp--preset--gradient--electric-grass:linear-gradient(135deg,#caf880 0%,#71ce7e 100%);--wp--preset--gradient--midnight:linear-gradient(135deg,#020381 0%,#2874fc 100%);--wp--preset--font-size--small:13px;--wp--preset--font-size--medium:20px;--wp--preset--font-size--large:36px;--wp--preset--font-size--x-large:42px;--wp--preset--spacing--20:.44rem;--wp--preset--spacing--30:.67rem;--wp--preset--spacing--40:1rem;--wp--preset--spacing--50:1.5rem;--wp--preset--spacing--60:2.25rem;--wp--preset--spacing--70:3.38rem;--wp--preset--spacing--80:5.06rem;--wp--preset--shadow--natural:6px 6px 9px rgba(0,0,0,.2);--wp--preset--shadow--deep:12px 12px 50px rgba(0,0,0,.4);--wp--preset--shadow--sharp:6px 6px 0px rgba(0,0,0,.2);--wp--preset--shadow--outlined:6px 6px 0px -3px rgba(255,255,255,1),6px 6px rgba(0,0,0,1);--wp--preset--shadow--crisp:6px 6px 0px rgba(0,0,0,1);}:where(.is-layout-flex){gap:.5em;}:where(.is-layout-grid){gap:.5em;}body .is-layout-flex{display:flex;}.is-layout-flex{flex-wrap:wrap;align-items:center;}.is-layout-flex > :is(*,div){margin:0;}body .is-layout-grid{display:grid;}.is-layout-grid > :is(*,div){margin:0;}:where(.wp-block-columns.is-layout-flex){gap:2em;}:where(.wp-block-columns.is-layout-grid){gap:2em;}:where(.wp-block-post-template.is-layout-flex){gap:1.25em;}:where(.wp-block-post-template.is-layout-grid){gap:1.25em;}.has-black-color{color:var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-color{color:var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-color{color:var(--wp--preset--color--white) !important;}.has-pale-pink-color{color:var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-color{color:var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-color{color:var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-color{color:var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-color{color:var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-color{color:var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-color{color:var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-color{color:var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-color{color:var(--wp--preset--color--vivid-purple) !important;}.has-black-background-color{background-color:var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-background-color{background-color:var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-background-color{background-color:var(--wp--preset--color--white) !important;}.has-pale-pink-background-color{background-color:var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-background-color{background-color:var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-background-color{background-color:var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-background-color{background-color:var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-background-color{background-color:var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-background-color{background-color:var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-background-color{background-color:var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-background-color{background-color:var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-background-color{background-color:var(--wp--preset--color--vivid-purple) !important;}.has-black-border-color{border-color:var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-border-color{border-color:var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-border-color{border-color:var(--wp--preset--color--white) !important;}.has-pale-pink-border-color{border-color:var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-border-color{border-color:var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-border-color{border-color:var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-border-color{border-color:var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-border-color{border-color:var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-border-color{border-color:var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-border-color{border-color:var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-border-color{border-color:var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-border-color{border-color:var(--wp--preset--color--vivid-purple) !important;}.has-vivid-cyan-blue-to-vivid-purple-gradient-background{background:var(--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple) !important;}.has-light-green-cyan-to-vivid-green-cyan-gradient-background{background:var(--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan) !important;}.has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background{background:var(--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange) !important;}.has-luminous-vivid-orange-to-vivid-red-gradient-background{background:var(--wp--preset--gradient--luminous-vivid-orange-to-vivid-red) !important;}.has-very-light-gray-to-cyan-bluish-gray-gradient-background{background:var(--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray) !important;}.has-cool-to-warm-spectrum-gradient-background{background:var(--wp--preset--gradient--cool-to-warm-spectrum) !important;}.has-blush-light-purple-gradient-background{background:var(--wp--preset--gradient--blush-light-purple) !important;}.has-blush-bordeaux-gradient-background{background:var(--wp--preset--gradient--blush-bordeaux) !important;}.has-luminous-dusk-gradient-background{background:var(--wp--preset--gradient--luminous-dusk) !important;}.has-pale-ocean-gradient-background{background:var(--wp--preset--gradient--pale-ocean) !important;}.has-electric-grass-gradient-background{background:var(--wp--preset--gradient--electric-grass) !important;}.has-midnight-gradient-background{background:var(--wp--preset--gradient--midnight) !important;}.has-small-font-size{font-size:var(--wp--preset--font-size--small) !important;}.has-medium-font-size{font-size:var(--wp--preset--font-size--medium) !important;}.has-large-font-size{font-size:var(--wp--preset--font-size--large) !important;}.has-x-large-font-size{font-size:var(--wp--preset--font-size--x-large) !important;}:where(.wp-block-post-template.is-layout-flex){gap:1.25em;}:where(.wp-block-post-template.is-layout-grid){gap:1.25em;}:where(.wp-block-columns.is-layout-flex){gap:2em;}:where(.wp-block-columns.is-layout-grid){gap:2em;}:root :where(.wp-block-pullquote){font-size:1.5em;line-height:1.6;}.a-stats{--akismet-color-mid-green:#357b49;--akismet-color-white:#fff;--akismet-color-light-grey:#f6f7f7;max-width:350px;width:auto;}.a-stats *{all:unset;box-sizing:border-box;}.a-stats strong{font-weight:600;}.a-stats a.a-stats__link,.a-stats a.a-stats__link:visited,.a-stats a.a-stats__link:active{background:var(--akismet-color-mid-green);border:none;box-shadow:none;border-radius:8px;color:var(--akismet-color-white);cursor:pointer;display:block;font-family:-apple-system,BlinkMacSystemFont,"Segoe UI","Roboto","Oxygen-Sans","Ubuntu","Cantarell","Helvetica Neue",sans-serif;font-weight:500;padding:12px;text-align:center;text-decoration:none;transition:all .2s ease;}.widget .a-stats a.a-stats__link:focus{background:var(--akismet-color-mid-green);color:var(--akismet-color-white);text-decoration:none;}.a-stats a.a-stats__link:hover{filter:brightness(110%);box-shadow:0 4px 12px rgba(0,0,0,.06),0 0 2px rgba(0,0,0,.16);}.a-stats .count{color:var(--akismet-color-white);display:block;font-size:1.5em;line-height:1.4;padding:0 13px;white-space:nowrap;}.recentcomments a{display:inline !important;padding:0 !important;margin:0 !important;}.single-post .date-title .single_post_title{font-size:40px;line-height:45px;}.provider-apply .provider-apply_two_col .right:after{left:0;right:auto;width:200%;}.partners_section{padding:100px 0 40px 0;}.become_a_partner{padding:0 0 100px 0;}.page-template-page-partners section.social .left .subtitle{max-width:495px;}.page-template-page-partners section.social .inner-wrapper a.white_btn{width:max-content;min-width:max-content;padding:15px 60px;}section.careers-hero .inner-wrapper,section.support-hero .inner-wrapper{position:unset;}#breadcrumbs_section{display:none;}.data-contact_two_col .right .hbspt-form input.hs-button,.provider-contact_two_col .right .hbspt-form input.hs-button{text-align:center;}.date-title .single_post_title{font-size:17px;line-height:21px;}body.logged-in.page-template-page-merscope-ultra-product .generate_images,body.logged-in.page-template-page-merscope-ultra-product .product-faqs{display:block;}body.page-template-page-merscope-ultra-product .generate_images{display:none;}.data-contact_two_col .right .hbspt-form input.hs-button{text-align:center;}.vpt-dataset #image-comparison .icv__img-b{height:100%;max-width:555px;}.hs-richtext.hs-main-font-element h2{font-size:19px;font-weight:400;line-height:28px;letter-spacing:0em;text-align:left;}.two_col_images{display:flex;}.page-template-page-contact .content-wrapper .inner-wrapper .right .hbspt-form form fieldset .hs-error-msgs{display:block !important;list-style:none;padding:0 0 0 0;margin:10px 0 0 0;}.page-template-page-contact .content-wrapper .inner-wrapper .right .hbspt-form form fieldset .hs-error-msg{color:#e02873;}.page-template-page-contact .content-wrapper .inner-wrapper .right .hbspt-form .hs-error-msgs label{font-size:14px;}.page-template-page-data .hbspt-form label{display:block;}.site-footer .hbspt-form form .hs-fieldtype-text input{background:hsla(0,0%,100%,.67);border:none;font-size:16px;height:52px;padding:7px 15px;outline:none;transition:all .25s;}.hbspt-form .hs-fieldtype-text input{max-width:100%;height:53px;background-color:#f8f8f8;border:1px solid #d9d9d9;width:100%;padding:10px 15px;position:relative;}.fisrt-col .alm-filter--inner ul li.alm-filter--checkbox div.alm-filter--link.active.field-checkbox:after{border:none;border-width:unset;top:0px;left:3px;content:url("https://cdn-jcodf.nitrocdn.com/YbAKvIzVYiimMHgpqGPSKkpjKgpcVgmj/assets/images/source/rev-700fb7c/vizgen.com/wp-content/uploads/2023/04/Union.svg");width:14px;height:10.31px;-webkit-transform:rotate(0deg);transform:rotate(0deg);}.search_resources .alm-filter--text-wrap:before{content:"" !important;background:url("https://cdn-jcodf.nitrocdn.com/YbAKvIzVYiimMHgpqGPSKkpjKgpcVgmj/assets/images/source/rev-700fb7c/vizgen.com/wp-content/uploads/2023/04/Frame-6.svg");background-size:18px 18px;height:18px;position:absolute;right:10px;top:10px;width:18px;background-repeat:no-repeat;}@media (max-width: 992px){.single-post .single-hero .single_page_title{top:70px !important;}.single-post #main-content #breadcrumbs_section .inner-wrapper{padding:0 35px 0 0;left:20px;top:185px;}}@media (max-width: 576px){.single-post .single-hero .single_page_title{top:100px !important;}}