{"id":3157,"date":"2026-07-20T14:43:02","date_gmt":"2026-07-20T14:43:02","guid":{"rendered":"https:\/\/drsoniafawad.com\/?p=3157"},"modified":"2026-07-20T14:43:02","modified_gmt":"2026-07-20T14:43:02","slug":"ehr-based-marker-identifies-high-risk-liver-transplant-recipients","status":"publish","type":"post","link":"https:\/\/drsoniafawad.com\/?p=3157","title":{"rendered":"EHR-based marker identifies high-risk liver transplant recipients"},"content":{"rendered":"<p><br \/>\n<\/p>\n<div data-component=\"ArticleContent\">\n<div class=\"article__below-title\">\n<div class=\"mobile-trust-box\">\n<div class=\"row\">\n<div class=\"col-12 col-md-5 d-xl-none\">\n<div class=\"trust-box\">\n<div class=\"trust-box-logo d-none d-md-block\">\n            <img decoding=\"async\" src=\"https:\/\/www.healio.com\/~\/media\/h5\/feature\/news\/publogos\/hgld\/healio_gastro.svg?la=en&amp;h=40&amp;w=152&amp;hash=2C654A538F2E250F5183D42A89FE0EC0\" class=\"logo-img\" height=\"40\" alt=\"Healio Logo - Gastroenterology\" width=\"152\"\/>\n          <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"col-12 col-md-6 offset-md-1 offset-xl-0 col-xl-12\">\n<div class=\"email-alert-button-wrapper d-none\" data-component=\"EmailTopicAlert\" data-module=\"Subspecialty Email Topic Alerts Top\" data-manage-email-link=\"\/footer\/account-information\/my-account\/email-subscriptions-and-alerts#emailAlerts\">\n  <hidden data-setting-item=\"d265901d-6d37-49c7-a8f6-c7bf19a02509\"\/><br \/>\n  <hidden data-crm-source=\"Subspecialty Topic Alert\"\/><\/p>\n<div class=\"email-alert-button d-none\" data-topic-button=\"not-subscribed\">\n<p>&#13;<br \/>\n      <span data-module-track-action=\"Email Alerts TOP_Click_Healio News Article\" data-module-track-label=\"Email Alerts TOP_Healio News Article\">&#13;<br \/>\n        <i class=\"fas fa-plus-circle\"\/>&#13;<br \/>\n        Add topic to email alerts&#13;<br \/>\n      <\/span>&#13;\n    <\/p>\n<div class=\"email-alert-inner collapse u6a4bf63d00244164923df3aa2380b03f\">\n<div class=\"email-alert-dialogue\">\n<p>&#13;<br \/>\n          Receive an email when new articles are posted on <span data-content=\"topic-title\"\/>&#13;\n        <\/p>\n<div class=\"d-none\" data-sign-up-type=\"unknown\">\n          Please provide your email address to receive an email when new articles are posted on <span data-content=\"topic-title\"\/>.<\/p><\/div>\n<\/p><\/div>\n<p>      <button type=\"button\" class=\"btn btn-primary\" data-loading-text=\"Loading &lt;i class=\" fa=\"\" fa-spinner=\"\" fa-spin=\"\">&#8220;&#13;<br \/>\n              data-action=&#8221;subscribe&#8221;&gt;&#13;<br \/>\n        Subscribe&#13;<br \/>\n      <\/button>\n    <\/div>\n<\/p><\/div>\n<div class=\"d-none\" data-topic-modal=\"failed\">    <strong>We were unable to process your request. Please try again later. If you continue to have this issue please contact <a href=\"https:\/\/www.healio.com\/news\/gastroenterology\/20260720\/mailto:customerservice@slackinc.com\">customerservice@slackinc.com<\/a>.<\/strong>  <\/p>\n<p><button data-dismiss=\"modal\" class=\"btn btn-primary btn-lg btn-block\">Back to Healio<\/button><\/p>\n<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/div>\n<h2>Key takeaways:<\/h2>\n<ul>\n<li>A novel marker based on routine lab values can identify transplant recipients at high risk for organ rejection due to medication nonadherence.<\/li>\n<li>Clinicians could then target interventions for those patients.<\/li>\n<\/ul>\n<p>Use of an electronic health record-based marker could help clinicians identify liver transplant recipients who are at risk for organ rejection due to medication nonadherence.<\/p>\n<p>Study findings published in <i>American Journal of Transplantation <\/i>showed adolescents and young adults assigned to a 2-year remote behavioral intervention after transplantation experienced half as many primary events \u2014 a combination of rejection, retransplantation and consent withdrawal \u2014 as those assigned standard of care.<\/p>\n<figure class=\"figure article__og-image\">&#13;\n    <picture>&#13;<source srcset=\"https:\/\/www.healio.comhttps:\/\/www.healio.comhttps:\/\/www.healio.com\/~\/media\/slack-news\/gastroenterology\/misc\/infographics\/2026\/0726\/hgi0626shemesh_graphic_01.webp?w=476\" media=\"(max-width: 768px)\">&#13;<source srcset=\"https:\/\/www.healio.com\/~\/media\/slack-news\/gastroenterology\/misc\/infographics\/2026\/0726\/hgi0626shemesh_graphic_01.webp?w=800\" media=\"(max-width: 992px)\">&#13;<source srcset=\"https:\/\/www.healio.com\/~\/media\/slack-news\/gastroenterology\/misc\/infographics\/2026\/0726\/hgi0626shemesh_graphic_01.webp?w=595\" media=\"(max-width: 1200px)\">&#13;<source srcset=\"https:\/\/www.healio.comhttps:\/\/www.healio.comhttps:\/\/www.healio.com\/~\/media\/slack-news\/gastroenterology\/misc\/infographics\/2026\/0726\/hgi0626shemesh_graphic_01.webp?w=476\" media=\"(min-width: 1200px)\">&#13;<source srcset=\"https:\/\/www.healio.comhttps:\/\/www.healio.comhttps:\/\/www.healio.com\/~\/media\/slack-news\/gastroenterology\/misc\/infographics\/2026\/0726\/hgi0626shemesh_graphic_01.webp?w=476\">&#13;<br \/>\n&#13;<br \/>\n      <img decoding=\"async\" src=\"https:\/\/www.healio.com\/~\/media\/slack-news\/gastroenterology\/misc\/infographics\/2026\/0726\/hgi0626shemesh_graphic_01.jpg?w=800\" alt=\"Quote from Eyal Shemesh, MD\" class=\"figure-img img-fluid\" width=\"800\"\/>&#13;<br \/>\n    <\/source><\/source><\/source><\/source><\/source><\/picture>&#13;<figcaption class=\"figure-caption\">&#13;<br \/>\n      &#13;<br \/>\n    <\/figcaption>&#13;<br \/>\n  <\/figure>\n<p>The study did not reach statistical significance for its primary endpoint, but demonstrated that use of an objective marker \u2014 derived from routine lab values already found in the EHR \u2014could help reduce rejection rates.<\/p>\n<p>\u201cI can\u2019t say the effect of the intervention was significant, but oh boy, can I say that the marker works \u2014 and that\u2019s way more important,\u201d <b>Eyal Shemesh, MD, <\/b>principal investigator and<b> <\/b>chief of the division of behavioral and developmental health at Mount Sinai Kravis Children\u2019s Hospital, told Healio. \u201cWe saw a huge reduction in rejection across the board. I think that is the most important and really amazing result from the research.\u201d<\/p>\n<p>Shemesh and colleagues developed the medication level variability index (MLVI), which uses fluctuations in routine immunosuppressive blood levels to identify inconsistencies in medication adherence. Clinicians can then intervene before adverse events occur.<\/p>\n<p>The researchers investigated whether MLVI scores could affect transplant outcomes by conducting a prospective, single-blind study at 13 pediatric <a rel=\"noopener noreferrer\" href=\"https:\/\/www.healio.com\/news\/gastroenterology\/20260622\/structural-racism-neighborhood-disadvantage-may-affect-access-to-liver-transplant\" id=\"rId12\" target=\"_blank\">liver transplant<\/a> centers in the United States and Canada. Shemesh and colleagues reviewed the electronic health records of several thousand transplant recipients at those participating centers, using the MLVI marker to identify patients at high risk for imminent <a rel=\"noopener noreferrer\" href=\"https:\/\/www.healio.com\/news\/gastroenterology\/20260331\/pig-liver-xenotransplant-milestone-may-ease-shortages-but-more-work-needs-to-be-done\" id=\"rId13\" target=\"_blank\">organ rejection<\/a>.<\/p>\n<p>From the few hundred patients classified as high risk, they randomly assigned 148 adolescent and young adult liver transplant recipients (mean age, 15.5 years) to either the behavioral intervention (n = 72) or standard care (n = 76).<\/p>\n<p>Results showed 8.3% of participants in the intervention group experienced rejection compared with 15.8% in the standard of care group (RR = 0.57; 95% CI, 0.24-1.35).<\/p>\n<p>Healio spoke with Shemesh about the study\u2019s inception, the creation of the MLVI marker and its potential generalizability in other settings to identify patients at risk for adverse outcomes.<\/p>\n<p>      <b>Healio: <\/b><b>What clinical observations led you and your team to pursue this research?<\/b><b>?<\/b>    <\/p>\n<p>      <b>Shemesh<\/b><b>:<\/b><b> <\/b>I\u2019ve been interested in the idea that patients don\u2019t take their medicines for a long time. It actually came from another interest I had in psychiatric disorders where my team showed that patients with PTSD are less likely to take their medicines because they are a reminder of the stressor. We then wondered how we can know whether patients are not taking their medication. What would be a way to figure that out?<\/p>\n<p>We know already that asking patients is not good enough. They\u2019re not always going to tell us the truth. We know the problem is more prominent in adolescents, and while it has different implications depending on the disease process, it is incredibly important in transplant medicine that patients take their immunosuppressants.<\/p>\n<p>In <a rel=\"noopener noreferrer\" href=\"https:\/\/www.healio.com\/news\/hepatology\/transplantation\" id=\"rId14\" target=\"_blank\">transplant medicine<\/a>, we check blood levels of the immunosuppressant routinely to figure out how much we should prescribe. If patients are not taking their medication consistently, those levels will either be low or high, because they\u2019re either not taking enough of the medicine or they may take a double dose when they know a blood test is coming if they didn\u2019t take it the day before. They can \u2018fool\u2019 one test to show a high level, but they cannot \u2018fool\u2019 a series of tests to show a stable level over time. My research team and I came up with the idea to calculate the degrees of variability between the medication blood levels, rather than looking at just one level.<\/p>\n<p>      <b>Healio: How does the MLVI work<\/b><b> and how did you <\/b><b>incorporate it into this study design<\/b><b>?<\/b>    <\/p>\n<p>      <b>Shemesh:<\/b> It does two things. First, it gives you an idea of inconsistent medication-taking, but it also gives you an idea over time of patients who you know are chronically not taking it, not just those who sometimes forget \u2014 and those are the patients we want to pick up.<\/p>\n<p>Those who occasionally miss a single dose are generally doing well and not who we want to target with these interventions. We want to target those patients who have been consistently missing their medications over an extended period and are therefore at truly increased medical risk, and the MLVI marker only flags these chronically nonadherent patients.<\/p>\n<p>We concentrated on adolescents and young adults who were seen in 13 pediatric transplant centers in the United States and Canada over a period of several years. We calculated this metric and whenever somebody met the threshold, we would try to get them into research. We were actually quite successful in recruiting those patients because we were able to tell them they are at-risk due to the metric we already had.<\/p>\n<p>Since our intervention was remote, we were also able to engage them. This is important because many adherence interventions require patients to come to the clinic weekly. If a patient is already struggling to take medication as prescribed, it is unlikely they will be able to keep weekly clinic visits. But with this remote intervention, we came to them.<\/p>\n<p>      <b>Healio: The study did not meet its primary endpoint but still showed encouraging data<\/b><b>. What is your interpretation of the results<\/b><b>?<\/b>    <\/p>\n<p>      <b>Shemesh: <\/b>We had 18 primary endpoints events occur in the entire study: 12 of them in the control group and six in the intervention group. That\u2019s much less, but it wasn\u2019t statistically significant. We think that\u2019s because the rate of rejection in the entire study was much lower than what we and others have observed before.<\/p>\n<p>The reason for that was the metric itself. Transplant centers started using the MLVI and incorporating it into their care. If they saw someone with a high level of the marker, they intervened. We couldn\u2019t stop them and we shouldn\u2019t stop them. So even controls fared better because of use of the marker.<\/p>\n<p>      <b>Healio: How generalizable and<\/b><b>\/or<\/b><b> scalable is the MLVI?<\/b>    <\/p>\n<p>      <b>Shemesh: <\/b>Other groups have published about it. It\u2019s a known thing. Changing practice is a big deal, and I am still stunned that centers now use MLVI as part of standard care. We and other groups have tested it in adults, so it\u2019s definitely applicable across the age spectrum in transplant centers.<\/p>\n<p>This is also not just limited to transplant centers. If you think about the idea of variability in a test or a biological metric as a behavioral metric, it\u2019s generalizable. We did another study where we used variability in blood pressure as a marker of risk. We thought the changes were behavioral\u2014that they didn\u2019t take their blood pressure medication and that\u2019s why there was variability. We did a pilot study that showed we can improve that variability with a behavioral intervention.<\/p>\n<p>The nice thing is the MLVI hinges on electronic health record information. It doesn\u2019t ask the patient to do anything extra apart from what they already do for their health care. It\u2019s a manipulation of existing data. The fact that transplant centers are using it shows that it is easy to do, because if it wasn\u2019t easy, they wouldn\u2019t already be making it a part of their practice.<\/p>\n<p>      <b>Healio: What are the next steps in terms of future research or build<\/b><b>ing<\/b><b> <\/b><b>on<\/b><b> this existing framework?<\/b>    <\/p>\n<p>      <b>Shemesh: <\/b>I\u2019ll tell you what I\u2019m not going to do: I am not going to repeat this study in a larger population to get to the statistical significance. To show such a difference, we would need a control group in which the marker is not used, and I don\u2019t want to stop the good work that people already do. I think the results are pretty much OK in that they show us that using the marker is likely to improve patient outcomes.<\/p>\n<p>My next step is to see if the marker works in other populations, which could be adult <a rel=\"noopener noreferrer\" href=\"https:\/\/www.healio.com\/news\/gastroenterology\/20260309\/pig-liver-xenotransplantation-programs-clear-major-proofofconcept-hurdle\" id=\"rId15\" target=\"_blank\">transplant recipients<\/a> or those with other diseases, and also to try to make the intervention as accessible as possible. That means cheap and available; the way to do that is to either create a kind of interventionist hub or automate the intervention itself through an AI agent or something similar.<\/p>\n<p>The more you streamline this, the less it will cost and maybe the more compelling it is. We already invest so much in transplant \u2014 from getting the donor to the amazing surgeons who do it. At the end of the day, if we do all that and patients don\u2019t take their medication, it\u2019s not the right answer.<\/p>\n<p>I\u2019m going to make it as easy as possible for clinicians to implement it, so that is my next step.<\/p>\n<h2>For more information:<\/h2>\n<p>      <b>Eyal Shemesh, MD<\/b><b>,<\/b><b> <\/b>can be reached at <a rel=\"noopener noreferrer\" href=\"https:\/\/www.healio.com\/news\/gastroenterology\/20260720\/mailto:eyal.shemesh@mssm.edu\" id=\"rId16\" target=\"_blank\">eyal.shemesh@mssm.edu<\/a>.<\/p>\n<div class=\"article__content--footer\">\n<div class=\"publisher-logo\">\n    <span>Published by:<\/span><br \/>\n    <img decoding=\"async\" src=\"https:\/\/www.healio.com\/~\/media\/h5\/feature\/news\/publogos\/hgld\/healio_gastro.svg?la=en&amp;h=40&amp;w=152&amp;hash=2C654A538F2E250F5183D42A89FE0EC0\" class=\"logo-img\" height=\"40\" alt=\"Healio Logo - Gastroenterology\" width=\"152\"\/>\n  <\/div>\n<p><!-- Healio AI Widget --><\/p>\n<div class=\"healio-ai-component-inline\" data-no-ads=\"true\" data-module-track-category=\"Healio AI\" data-module-track-action=\"Click\" data-module-track-label=\"Access Healio Ai from component - News_AI Component - In-Content (all devices)\">\n<div class=\"healio-ai-content\">\n    <img decoding=\"async\" src=\"https:\/\/m3.healio.com\/~\/media\/images\/healio-ai\/healio-ai_logo.svg\" alt=\"Healio AI\" class=\"healio-ai-logo\"\/><\/p>\n<p><strong>Ask a clinical question<\/strong> and tap into <strong>Healio AI&#8217;s knowledge<\/strong> base.<\/p>\n<ul>&#13;<\/p>\n<li>PubMed, enrolling\/recruiting trials, guidelines<\/li>\n<p>&#13;<\/p>\n<li>Clinical Guidance, Healio CME, FDA news<\/li>\n<p>&#13;<\/p>\n<li>Healio&#8217;s exclusive daily news coverage of clinical data<\/li>\n<p>&#13;\n    <\/ul>\n<p>    <button class=\"healio-ai-button\" onclick=\"window.location.href=\" https:=\"\">Learn more<\/button>\n  <\/div>\n<\/div>\n<div class=\"email-alert-button-wrapper d-none\" data-component=\"EmailTopicAlert\" data-module=\"Subspecialty Email Topic Alerts Top\" data-manage-email-link=\"\/footer\/account-information\/my-account\/email-subscriptions-and-alerts#emailAlerts\">\n  <hidden data-setting-item=\"d265901d-6d37-49c7-a8f6-c7bf19a02509\"\/><br \/>\n  <hidden data-crm-source=\"Subspecialty Topic Alert\"\/><\/p>\n<div class=\"email-alert-button d-none\" data-topic-button=\"not-subscribed\">\n<p>&#13;<br \/>\n      <span data-module-track-action=\"Email Alerts TOP_Click_Healio News Article\" data-module-track-label=\"Email Alerts TOP_Healio News Article\">&#13;<br \/>\n        <i class=\"fas fa-plus-circle\"\/>&#13;<br \/>\n        Add topic to email alerts&#13;<br \/>\n      <\/span>&#13;\n    <\/p>\n<div class=\"email-alert-inner collapse u6a4bf63d00244164923df3aa2380b03f\">\n<div class=\"email-alert-dialogue\">\n<p>&#13;<br \/>\n          Receive an email when new articles are posted on <span data-content=\"topic-title\"\/>&#13;\n        <\/p>\n<div class=\"d-none\" data-sign-up-type=\"unknown\">\n          Please provide your email address to receive an email when new articles are posted on <span data-content=\"topic-title\"\/>.<\/p><\/div>\n<\/p><\/div>\n<p>      <button type=\"button\" class=\"btn btn-primary\" data-loading-text=\"Loading &lt;i class=\" fa=\"\" fa-spinner=\"\" fa-spin=\"\">&#8220;&#13;<br \/>\n              data-action=&#8221;subscribe&#8221;&gt;&#13;<br \/>\n        Subscribe&#13;<br \/>\n      <\/button>\n    <\/div>\n<\/p><\/div>\n<div class=\"d-none\" data-topic-modal=\"failed\">    <strong>We were unable to process your request. Please try again later. If you continue to have this issue please contact <a href=\"https:\/\/www.healio.com\/news\/gastroenterology\/20260720\/mailto:customerservice@slackinc.com\">customerservice@slackinc.com<\/a>.<\/strong>  <\/p>\n<p><button data-dismiss=\"modal\" class=\"btn btn-primary btn-lg btn-block\">Back to Healio<\/button><\/p>\n<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<p><br \/>\n<br \/><a href=\"https:\/\/www.healio.com\/news\/gastroenterology\/20260720\/ehrbased-marker-identifies-liver-transplant-recipients-at-risk-for-organ-rejection\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&#13; &#13; &#13; Add topic to email alerts&#13; &#13; &#13; Receive an email when new articles are posted on &#13; Please provide your email address to receive an email when new articles are posted on . &#8220;&#13; data-action=&#8221;subscribe&#8221;&gt;&#13; Subscribe&#13; We were unable to process your request. Please try again later. If you continue to have this issue please contact customerservice@slackinc.com. Back to Healio Key takeaways: A novel marker based on routine lab values can identify transplant recipients at high risk for organ rejection due to medication nonadherence. Clinicians could then target interventions for those patients. Use of an electronic health record-based marker could help clinicians identify liver transplant recipients who are at risk for organ rejection due to medication nonadherence. Study findings published in American Journal of Transplantation showed adolescents and young adults assigned to a 2-year remote behavioral intervention after transplantation experienced half as many primary events \u2014 a combination of rejection, retransplantation and consent withdrawal \u2014 as those assigned standard of care. &#13; &#13;&#13;&#13;&#13;&#13;&#13; &#13; &#13; &#13;&#13; &#13; &#13; The study did not reach statistical significance for its primary endpoint, but demonstrated that use of an objective marker \u2014 derived from routine lab values already found in the EHR \u2014could help reduce rejection rates. \u201cI can\u2019t say the effect of the intervention was significant, but oh boy, can I say that the marker works \u2014 and that\u2019s way more important,\u201d Eyal Shemesh, MD, principal investigator and chief of the division of behavioral and developmental health at Mount Sinai Kravis Children\u2019s Hospital, told Healio. \u201cWe saw a huge reduction in rejection across the board. I think that is the most important and really amazing result from the research.\u201d Shemesh and colleagues developed the medication level variability index (MLVI), which uses fluctuations in routine immunosuppressive blood levels to identify inconsistencies in medication adherence. Clinicians can then intervene before adverse events occur. The researchers investigated whether MLVI scores could affect transplant outcomes by conducting a prospective, single-blind study at 13 pediatric liver transplant centers in the United States and Canada. Shemesh and colleagues reviewed the electronic health records of several thousand transplant recipients at those participating centers, using the MLVI marker to identify patients at high risk for imminent organ rejection. From the few hundred patients classified as high risk, they randomly assigned 148 adolescent and young adult liver transplant recipients (mean age, 15.5 years) to either the behavioral intervention (n = 72) or standard care (n = 76). Results showed 8.3% of participants in the intervention group experienced rejection compared with 15.8% in the standard of care group (RR = 0.57; 95% CI, 0.24-1.35). Healio spoke with Shemesh about the study\u2019s inception, the creation of the MLVI marker and its potential generalizability in other settings to identify patients at risk for adverse outcomes. Healio: What clinical observations led you and your team to pursue this research?? Shemesh: I\u2019ve been interested in the idea that patients don\u2019t take their medicines for a long time. It actually came from another interest I had in psychiatric disorders where my team showed that patients with PTSD are less likely to take their medicines because they are a reminder of the stressor. We then wondered how we can know whether patients are not taking their medication. What would be a way to figure that out? We know already that asking patients is not good enough. They\u2019re not always going to tell us the truth. We know the problem is more prominent in adolescents, and while it has different implications depending on the disease process, it is incredibly important in transplant medicine that patients take their immunosuppressants. In transplant medicine, we check blood levels of the immunosuppressant routinely to figure out how much we should prescribe. If patients are not taking their medication consistently, those levels will either be low or high, because they\u2019re either not taking enough of the medicine or they may take a double dose when they know a blood test is coming if they didn\u2019t take it the day before. They can \u2018fool\u2019 one test to show a high level, but they cannot \u2018fool\u2019 a series of tests to show a stable level over time. My research team and I came up with the idea to calculate the degrees of variability between the medication blood levels, rather than looking at just one level. Healio: How does the MLVI work and how did you incorporate it into this study design? Shemesh: It does two things. First, it gives you an idea of inconsistent medication-taking, but it also gives you an idea over time of patients who you know are chronically not taking it, not just those who sometimes forget \u2014 and those are the patients we want to pick up. Those who occasionally miss a single dose are generally doing well and not who we want to target with these interventions. We want to target those patients who have been consistently missing their medications over an extended period and are therefore at truly increased medical risk, and the MLVI marker only flags these chronically nonadherent patients. We concentrated on adolescents and young adults who were seen in 13 pediatric transplant centers in the United States and Canada over a period of several years. We calculated this metric and whenever somebody met the threshold, we would try to get them into research. We were actually quite successful in recruiting those patients because we were able to tell them they are at-risk due to the metric we already had. Since our intervention was remote, we were also able to engage them. This is important because many adherence interventions require patients to come to the clinic weekly. If a patient is already struggling to take medication as prescribed, it is unlikely they will be able to keep weekly clinic visits. But with this remote intervention, we came to them. Healio: The study did not meet its primary endpoint but still showed encouraging data. What is your interpretation of the results? Shemesh: We had 18 primary<\/p>\n","protected":false},"author":1,"featured_media":3158,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-3157","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/drsoniafawad.com\/index.php?rest_route=\/wp\/v2\/posts\/3157","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/drsoniafawad.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/drsoniafawad.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/drsoniafawad.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/drsoniafawad.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3157"}],"version-history":[{"count":0,"href":"https:\/\/drsoniafawad.com\/index.php?rest_route=\/wp\/v2\/posts\/3157\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/drsoniafawad.com\/index.php?rest_route=\/wp\/v2\/media\/3158"}],"wp:attachment":[{"href":"https:\/\/drsoniafawad.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3157"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/drsoniafawad.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3157"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/drsoniafawad.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3157"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}