{"id":987,"date":"2022-10-01T21:42:38","date_gmt":"2022-10-01T21:42:38","guid":{"rendered":"https:\/\/www.purdue.edu\/fnr\/sites\/sepulveda\/?page_id=987"},"modified":"2026-09-21T19:36:53","modified_gmt":"2026-09-21T19:36:53","slug":"modeling-of-pfas","status":"publish","type":"page","link":"https:\/\/www.purdue.edu\/fnr\/sites\/sepulveda\/modeling-of-pfas\/","title":{"rendered":"Modeling of PFAS"},"content":{"rendered":"<div  class=\"section \">\n    <div class=\"container\">\n                \n<div  class=\"section has-gold-background \">\n    <div class=\"container\">\n                \n\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile\" style=\"grid-template-columns:auto 40%\"><div class=\"wp-block-media-text__content\">\n<h1 class=\"wp-block-heading\">Modeling of PFAS Mixture Toxicity<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Principal Investigator(s):<\/strong> Dr. Marisol Sep\u00falveda<\/p>\n<\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"468\" src=\"https:\/\/dev.www.purdue.edu\/fnr\/sites\/sepulveda\/wp-content\/uploads\/sites\/5\/2022\/09\/graphed-1024x468.png\" alt=\"Graph showing Kar protein docking and QSARs, Gantz PFAS-Hb Binding and Gantz, Hoskins, Hoverman, Sepulveda, PFAS Midge Tox\" class=\"wp-image-1077 size-full\" srcset=\"https:\/\/www.purdue.edu\/fnr\/sites\/sepulveda\/wp-content\/uploads\/sites\/5\/2022\/09\/graphed-1024x468.png 1024w, https:\/\/www.purdue.edu\/fnr\/sites\/sepulveda\/wp-content\/uploads\/sites\/5\/2022\/09\/graphed-300x137.png 300w, https:\/\/www.purdue.edu\/fnr\/sites\/sepulveda\/wp-content\/uploads\/sites\/5\/2022\/09\/graphed-768x351.png 768w, https:\/\/www.purdue.edu\/fnr\/sites\/sepulveda\/wp-content\/uploads\/sites\/5\/2022\/09\/graphed.png 1077w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n    <\/div>\n<\/div>\n    <\/div>\n<\/div>\n\n<div  class=\"section \">\n    <div class=\"container\">\n                \n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div  class=\"section \">\n    <div class=\"container\">\n                \n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center\">Researchers<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"250\" src=\"https:\/\/dev.www.purdue.edu\/fnr\/sites\/sepulveda\/wp-content\/uploads\/sites\/5\/2022\/12\/choi-y-h250.jpg\" alt=\"Y. Choi\" class=\"wp-image-1439\" style=\"aspect-ratio:3\/4;object-fit:cover\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Youn Jeong Choi<\/strong><br><sup><em>Analytical Chemist<\/em><br><\/sup>Purdue Agronomy<\/p>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:2rem\">\n<div style=\"height:1rem;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"250\" src=\"https:\/\/dev.www.purdue.edu\/fnr\/sites\/sepulveda\/wp-content\/uploads\/sites\/5\/2022\/10\/kar-supratik-250h.jpg\" alt=\"Supratik Kar\" class=\"wp-image-1283\" style=\"aspect-ratio:3\/4;object-fit:cover\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>S. Kar<\/strong><br><em><sup>Professor<\/sup><\/em><br>Dorothy &amp; George Hennings College of Science<br>Kean University, NJ<\/p>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:2rem\">\n<div style=\"height:1rem;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"250\" src=\"https:\/\/dev.www.purdue.edu\/fnr\/sites\/sepulveda\/wp-content\/uploads\/sites\/5\/2022\/11\/hoskins-tyler.png\" alt=\"Tyler Hoskins holding a fish.\" class=\"wp-image-1398\" style=\"aspect-ratio:3\/4;object-fit:cover\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Tyler Hoskins<\/strong><br><em><sup>Research Assistant Faculty<\/sup><\/em><br>Purdue Forestry &amp; Natural Resources<\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:3rem;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/dev.www.purdue.edu\/fnr\/sites\/sepulveda\/wp-content\/uploads\/sites\/5\/2026\/07\/gantz-j-2-250h-no-frame.jpg\" alt=\"J.D. Gantz\" class=\"wp-image-2957\" style=\"aspect-ratio:3\/4;object-fit:cover\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>J.D. Gantz<\/strong><br><em><sup>Morris &amp; Ann Henry Odyssey Assistant Professor of Biology<\/sup><\/em><br>Hendrix College, Arizona<\/p>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:2rem\">\n<div style=\"height:1rem;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"250\" src=\"https:\/\/dev.www.purdue.edu\/fnr\/sites\/sepulveda\/wp-content\/uploads\/sites\/5\/2022\/09\/hoverman-jason.jpg\" alt=\"Dr. Jason Hoverman\" class=\"wp-image-1187\" style=\"aspect-ratio:3\/4;object-fit:cover\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Jason Hoverman<\/strong><br><em><sup>Professor<\/sup><\/em><br>Purdue Forestry &amp; Natural Resources<\/p>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:2rem\">\n<div style=\"height:1rem;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"250\" src=\"https:\/\/dev.www.purdue.edu\/fnr\/sites\/sepulveda\/wp-content\/uploads\/sites\/5\/2022\/11\/Sepulveda-UP-Michigan-May-2022.jpg\" alt=\"Dr. Marisol Sep\u00falveda holding a fish.\" class=\"wp-image-1409\" style=\"aspect-ratio:3\/4;object-fit:cover\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Marisol Sep\u00falveda<\/strong><br><em><sup>Professor and Associate Head of Research<\/sup><\/em><br>Purdue Forestry &amp; Natural Resources<\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:3rem;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/dev.www.purdue.edu\/fnr\/sites\/sepulveda\/wp-content\/uploads\/sites\/5\/2026\/07\/linda-lee-200x250-1.jpg\" alt=\"Linda Lee\" class=\"wp-image-2781\" style=\"aspect-ratio:3\/4;object-fit:cover\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Linda Lee<\/strong><br><em><sup>Professor<\/sup><\/em><br>Purdue Environmental and Ecological Engineering &amp; Agronomy<\/p>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:2rem\">\n<div style=\"height:1rem;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:2rem\">\n<div style=\"height:1rem;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n<\/div><\/div>\n\n    <\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div  class=\"section has-gray-background \">\n    <div class=\"container\">\n                \n\n<h2 class=\"wp-block-heading\">Research Objectives<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Environmental exposure to per and polyfluoroalkyl substances (PFAS) occurs as mixtures. Importantly, the bioaccumulation potential and toxicity of a particular mixture is driven by the number of halogenated carbons and functional groups present. PFAS are also highly proteinophilic and known to bind to proteins. Hemoglobins (Hbs) are key proteins responsible for transporting oxygen to tissues and studies show PFAS can bind with Hb interfering with oxygen transport. Chironomids (midges) are highly sensitive to PFAS and &gt;95% of all their hemolymph proteins are Hbs. Using a combination of in silico, in vitro, and in vivo tools, we will test the overarching hypothesis that binding of PFAS to Hbs is a tractable and sensitive physiological signal for predicting the toxicity of PFAS mixtures.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Develop and parameterize mechanistic toxicity in silico models to determine whether the toxicity of PFAS mixtures deviates from additivity<\/li>\n\n\n\n<li>Inform and validate in silico models using PFAS and Hb binding affinity data<\/li>\n\n\n\n<li>Inform and validate in silico models using in vivo toxicity tests<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/www.epa.gov\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"187\" height=\"176\" src=\"https:\/\/dev.www.purdue.edu\/fnr\/sites\/sepulveda\/wp-content\/uploads\/sites\/5\/2022\/09\/Picture47.jpg\" alt=\"United States Envrionmental Protection Agency\" class=\"wp-image-1079\" \/><\/a><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/www.hendrix.edu\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"248\" height=\"55\" src=\"https:\/\/dev.www.purdue.edu\/fnr\/sites\/sepulveda\/wp-content\/uploads\/sites\/5\/2022\/09\/Picture49.png\" alt=\"Hendrix College\" class=\"wp-image-1078\" \/><\/a><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/www.kean.edu\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"127\" height=\"121\" src=\"https:\/\/dev.www.purdue.edu\/fnr\/sites\/sepulveda\/wp-content\/uploads\/sites\/5\/2022\/09\/Picture48.png\" alt=\"Kean University\" class=\"wp-image-1080\" \/><\/a><\/figure>\n<\/div>\n    <\/div>\n<\/div><\/div>\n<\/div>\n\n    <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":55,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-987","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.purdue.edu\/fnr\/sites\/sepulveda\/wp-json\/wp\/v2\/pages\/987","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.purdue.edu\/fnr\/sites\/sepulveda\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.purdue.edu\/fnr\/sites\/sepulveda\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.purdue.edu\/fnr\/sites\/sepulveda\/wp-json\/wp\/v2\/users\/55"}],"replies":[{"embeddable":true,"href":"https:\/\/www.purdue.edu\/fnr\/sites\/sepulveda\/wp-json\/wp\/v2\/comments?post=987"}],"version-history":[{"count":21,"href":"https:\/\/www.purdue.edu\/fnr\/sites\/sepulveda\/wp-json\/wp\/v2\/pages\/987\/revisions"}],"predecessor-version":[{"id":2272,"href":"https:\/\/www.purdue.edu\/fnr\/sites\/sepulveda\/wp-json\/wp\/v2\/pages\/987\/revisions\/2272"}],"wp:attachment":[{"href":"https:\/\/www.purdue.edu\/fnr\/sites\/sepulveda\/wp-json\/wp\/v2\/media?parent=987"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}