{"id":51136,"date":"2017-02-13T12:12:52","date_gmt":"2017-02-13T16:12:52","guid":{"rendered":"http:\/\/www.bu.edu\/eng\/?p=51136"},"modified":"2024-07-02T15:35:09","modified_gmt":"2024-07-02T19:35:09","slug":"emphysema-a-new-way-to-predict-treatment-outcomes","status":"publish","type":"post","link":"https:\/\/www.bu.edu\/eng\/2017\/02\/13\/emphysema-a-new-way-to-predict-treatment-outcomes\/","title":{"rendered":"Emphysema: A New Way to Predict Treatment Outcomes?"},"content":{"rendered":"<h3 class=\"dek\">Computer model may lead to more personalized, optimized treatment<\/h3>\n<p>By Barbara Moran, BU Research<\/p>\n<figure id=\"attachment_146908\" aria-describedby=\"caption-attachment-146908\" style=\"width: 310px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" src=\"\/eng\/files\/2017\/02\/v_research_17-1045-EMPHYSEMA-067.jpg\" alt=\"Boston University researchers B\u00e9la Suki (left) and Jarred Mondo\u00f1edo have developed a computer model of emphysema that could help predict patient survival and quality of life following treatment. Photo by Jackie Ricciardi\" width=\"300\" height=\"425\" class=\"wp-image-146908 size-full\" \/><figcaption id=\"caption-attachment-146908\" class=\"wp-caption-text\">Boston University researchers B\u00e9la Suki (left) and Jarred Mondo\u00f1edo have developed a computer model of emphysema that could help predict patient survival and quality of life following treatment. Photo by Jackie Ricciardi<\/figcaption><\/figure>\n<p class=\"caption\" style=\"text-align: left;\">Emphysema is a long-term and devastating lung disease. As it progresses, the body\u2019s own inflammatory enzymes slowly digest and destroy alveoli, the delicate sacs where oxygen from air is transferred to the bloodstream. The damaged alveoli form large holes in lung tissue that impair gas exchange in the rest of the organ, leading to shortness of breath, wheezing, chronic cough, and, eventually, death. According to the American Lung Association, 4.7 million Americans were diagnosed with the disease in 2011, the most recent year for which statistics are available<\/p>\n<p>In new research, two Boston University researchers have gained insight into the progression of the disease by looking at it with engineers\u2019 eyes. Their work, published in the February 9, 2017, issue of <a href=\"http:\/\/journals.plos.org\/ploscompbiol\/article?id=10.1371\/journal.pcbi.1005282\"><em>PLOS Computational Biology<\/em><\/a><strong> <\/strong>and funded by the <a href=\"http:\/\/www.nih.gov\">National Institutes of Health<\/a>, suggests how mechanical forces operating on a microscopic scale could help to predict patient survival and quality of life following treatment.<\/p>\n<p>\u201cIn the future, you should be able to optimize treatment for a specific patient,\u201d says <a href=\"https:\/\/www.bu.edu\/eng\/profile\/bela-suki-ph-d\/\">B\u00e9la Suki<\/a>, a BU College of Engineering (ENG) professor of <a href=\"https:\/\/www.bu.edu\/eng\/departments\/bme\/\">biomedical engineering <\/a>and <a href=\"http:\/\/www.bu.edu\/mse\">materials science &amp; engineering,<\/a> and corresponding author on the study. \u201cVery few computational studies have been able to address quality of life.\u201d<br \/>\nEmphysema has no cure, and for many years the last-ditch treatment for the disease was an invasive surgery called lung volume reduction, in which a surgeon opens a patient\u2019s chest and removes the diseased, inflamed portions of the lung. The surgery gives the remaining healthy lung tissue room to expand and allows the patient to breathe. But the procedure only works in some people, and the effects vary widely among patients.<\/p>\n<p>In recent years, a less-invasive treatment called bronchoscopic lung volume reduction (bLVR) has emerged. In this outpatient procedure, a surgeon inserts a bronchoscope into a patient\u2019s diseased lung and releases a sealant, or, alternately, a coiled spring, which collapses the diseased tissue, closing gaps and giving the remaining healthy lung tissue room to expand. Interest in these treatments has heightened recently, as the results of clinical trials like REVOLENS, <a href=\"http:\/\/jamanetwork.com\/journals\/jama\/fullarticle\/2481006?resultClick=1\">published in <em>JAMA<\/em> in 2016<\/a>, showed significant improvement for some patients six months after surgery. But no research has explained why the procedures work better in some patients than others.<\/p>\n<p>&#8220;There\u2019s been a lot of research, clinical trials. But not much investigation of what\u2019s happening at the microscopic scale,\u201d says <a href=\"http:\/\/profiles.bu.edu\/display\/41371831\">Jarred Mondo\u00f1edo<\/a> (ENG\u201911,\u201913,\u201921, MED\u201921), a BU School of Medicine (MED) MD candidate, an ENG PhD candidate, and lead author on the <em>PLOS Computational Biology<\/em> study. \u201cThat\u2019s where the direction of this research came from. We said, \u2018Let\u2019s really find out what\u2019s going on.\u2019\u201d<\/p>\n<p style=\"text-align: left;\">Mondo\u00f1edo and Suki built on previously published results from Suki, who had studied the elastic properties of healthy and diseased lung tissue by actually stretching samples in the lab. One of Suki\u2019s students found, accidentally, that emphysematous tissue broke under surprisingly low strain. This led Suki to further investigate the mechanical forces at work as emphysema progresses.<\/p>\n<figure id=\"attachment_127460\" aria-describedby=\"caption-attachment-127460\" style=\"width: 310px\" class=\"wp-caption alignright\"><img loading=\"lazy\" src=\"\/eng\/files\/2022\/09\/emphysema-lungs_300x300.jpg\" alt=\"computer model of healthy lung tissue and tissue of a lung with emphysema\" width=\"300\" height=\"300\" class=\"wp-image-127460 size-full\" srcset=\"https:\/\/www.bu.edu\/eng\/files\/2022\/09\/emphysema-lungs_300x300.jpg 300w, https:\/\/www.bu.edu\/eng\/files\/2022\/09\/emphysema-lungs_300x300-150x150.jpg 150w, https:\/\/www.bu.edu\/eng\/files\/2022\/09\/emphysema-lungs_300x300-100x100.jpg 100w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><figcaption id=\"caption-attachment-127460\" class=\"wp-caption-text\">An artistic interpretation of the lung network model. A healthy lung is shown on the right, while the enlarged regions on the left depict lung tissue destruction characteristic of emphysema. Illustration courtesy of Jarred Mondo\u00f1edo<\/figcaption><\/figure>\n<p>[\/caption]An artistic interpretation of the lung network model. A healthy lung is shown on the right, while the enlarged regions on the left depict lung tissue destruction characteristic of emphysema. Illustration courtesy of Jarred Mondo\u00f1edo[\/caption]<\/p>\n<p>\u201cEven if you quit smoking, emphysema keeps progressing, though at a lower rate,\u201d says Suki. \u201cThe reason is that when something ruptures in the lung, the tension that element carried is going to be distributed around. The other elements will start to carry a little bit higher force, so they are at a higher risk of failure. And that makes a progressive feedback.\u201d<\/p>\n<p>To better understand this process, Mondo\u00f1edo and Suki built a simple computer program, called an elastic spring network model, to mimic lungs with emphysema. \u201cIt\u2019s not a super complicated model,\u201d says Mondo\u00f1edo, who says it represents the connections and tensions between sections of lung tissue as hexagons of interconnected springs. \u201cWe can go through and \u2018break\u2019 the springs, and we get a new configuration that represents the progression of emphysema,\u201d he says.<\/p>\n<p>Mondo\u00f1edo and Suki ran the computer model in different ways, allowing the emphysema to progress, then \u201cintervening\u201d with various treatment\u2014such as surgery\u2014at different times, then allowing the model to progress further and quantifying the results.<\/p>\n<p>\u201cIn the computer, you can play God,\u201d says Suki. \u201cWe just do the surgery in the computer, and then we let it evolve, and now it\u2019s easy for us to compare the rate at which things happen.\u201d They measured a factor called \u201ccompliance,\u201d which quantifies the stretchiness of lung tissue. \u201cAnd we could say that, well, if the compliance reaches such-and-such a value, basically the lung is so much destroyed that the person dies. And then we can predict how long it would take, with or without intervention, and also what your lung function is, how easy it is to breathe.\u201d<\/p>\n<p>Their computer model suggests that bLVR performs as well as, or better than, traditional lung volume reduction surgery, and also suggests a mechanism\u2014force distribution and its relation to lung structure\u2014that explains, for the first time, why this is the case. It also confirms previous findings that the procedures work best for patients who are affected only in specific parts of their lungs, rather than evenly throughout the lung tissue.<\/p>\n<p>Both scientists express hope that their model may someday help physicians and patients decide which procedure will work best for each individual. \u201cIf you could take a CT scan of a patient and then somehow fit that data into our network model, you could develop a strategy based on that particular patient, rather than one-size-fits-all,\u201d says Mondo\u00f1edo. \u201cIn that way I think it could translate into clinics and enhance care.\u201d<\/p>\n<p><em>This story originally appeared on <a href=\"https:\/\/www.bu.edu\/articles\/2017\/emphysema-treatment\/\">BU Research<\/a>.\u00a0<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Computer model may lead to more personalized, optimized treatment By Barbara Moran, BU Research Emphysema is a long-term and devastating lung disease. As it progresses, the body\u2019s own inflammatory enzymes slowly digest and destroy alveoli, the delicate sacs where oxygen from air is transferred to the bloodstream. The damaged alveoli form large holes in lung [&hellip;]<\/p>\n","protected":false},"author":7413,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[236,257,899,255,909,245],"tags":[],"_links":{"self":[{"href":"https:\/\/www.bu.edu\/eng\/wp-json\/wp\/v2\/posts\/51136"}],"collection":[{"href":"https:\/\/www.bu.edu\/eng\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.bu.edu\/eng\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/eng\/wp-json\/wp\/v2\/users\/7413"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/eng\/wp-json\/wp\/v2\/comments?post=51136"}],"version-history":[{"count":9,"href":"https:\/\/www.bu.edu\/eng\/wp-json\/wp\/v2\/posts\/51136\/revisions"}],"predecessor-version":[{"id":153346,"href":"https:\/\/www.bu.edu\/eng\/wp-json\/wp\/v2\/posts\/51136\/revisions\/153346"}],"wp:attachment":[{"href":"https:\/\/www.bu.edu\/eng\/wp-json\/wp\/v2\/media?parent=51136"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.bu.edu\/eng\/wp-json\/wp\/v2\/categories?post=51136"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.bu.edu\/eng\/wp-json\/wp\/v2\/tags?post=51136"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}