Scientific claims are a foundation of scientific discourse. Extracting claims from scientific articles is primarily done by researchers during literature review and discussions. The enormous growth in scientific articles makes this ever more challenging and time-consuming. Here, we develop a deep neural network architecture to solve the problem. Our model an F1 score of 0.704 on a large corpus of expertly annotated claims within abstracts. Our results suggest that we can use a small dataset of annotated resources to achieve high-accuracy claim detection. We release a tool for discourse and claim detection, and a novel dataset annotated by experts. We discuss further applications beyond Biomedical literature.
Multiple Sclerosis Lesion Segmentation with Joint Label Fusion Evaluated on OASIS and CNN
Scientific claims are a foundation of scientific discourse. Extracting claims from scientific articles is primarily done by researchers during literature review and discussions. The enormous growth in scientific articles makes this ever more challenging and time-consuming. Here, we develop a deep neural network architecture to solve the problem. Our model an F1 score of 0.704 on a large corpus of expertly annotated claims within abstracts. Our results suggest that we can use a small dataset of annotated resources to achieve high-accuracy claim detection. We release a tool for discourse and claim detection, and a novel dataset annotated by experts. We discuss further applications beyond Biomedical literature.
Michael Mitchell, Skirkanich Assistant Professor of Innovation in Penn Engineering’s Department of Bioengineering, is drawing on a variety of fields — biomaterials engineering, data science, gene therapy and machine learning — to tailor the next generation of drug delivery vehicles with this level of precision.
His work in this field has earned him a $2.4 million NIH Director’s New Innovator Award, which is part of the NIH Common Fund’s High-Risk, High-Reward Research program. The High-Risk, High-Reward Research program supports innovative research proposals that might not prove successful in the conventional peer-review process despite their potential to advance medicine.
The BE Seminar Series continues next week with three lectures delivered by our current PhD Students. We hope to see you there!
“Magnetic Susceptibility of Hemorrhagic Myocardial Infarction”
Brianna Moon, PhD Candidate
Speaker: Brianna Moon, PhD Candidate
Research Advisor: Walter Witschey, PhD
Date: Thursday, September 20, 2018
Time: 12:05pm-12:25pm
Location: Room 337 Towne Building
Abstract:
Hemorrhagic myocardial infarction (MI) has been reported in 41% and 54% of ST-elevated MI patients after primary percutaneous coronary intervention. These patients are at high risk for adverse left ventricle (LV) remodeling, impaired LV function and increased risk of fatal arrhythmias. Relaxation time MRI such as T2*-maps are sensitive to hemorrhagic infarct iron content, but are also affected by myocardial edema and fibrosis. Quantitative Susceptibility Mapping (QSM), which uses the MR signal phase to quantify tissue magnetic susceptibility, may be a more specific and sensitive marker of hemorrhagic MI. The objective of this study was to develop and validate cardiac QSM in a large animal model of myocardial infarction, investigate the association of magnetic susceptibility with iron content and infarct pathophysiology, and compare QSM to relaxation time mapping, susceptibility-weighted imaging (SWI), and late-gadolinium enhanced (LGE) MRI.
“Role of ACTG2 Mutations in Visceral Myopathy”
Sohaib Hashmi, MD/PhD Student
Speaker: Sohaib Hashmi, MD/PhD Student
Research Advisor: Robert O. Heuckeroth, MD, PhD
Date: Thursday, September 20, 2018
Time: 12:30-12:50pm
Location: Room 337 Towne Building
Abstract:
Visceral myopathy is a debilitating chronic medical condition in which smooth muscle of the bowel, bladder, and uterus is weak or dysfunctional. When the bowel muscle is weak and unable to efficiently contract, the bowel becomes distended which causes pain, bilious vomiting, growth failure, and nutritional deficiencies. The abdominal distension can become life-threatening. Patients often become dependent on intravenous nutrition and undergo multiple rounds of abdominal surgery, which only partially alleviates symptoms. Recently, rare mutations in gamma smooth muscle actin (ACTG2) have been shown to be responsible for a large subset of visceral myopathies. ACTG2 is a critical protein in the smooth muscle contractile apparatus. However, we have only limited knowledge of how ACTG2 mutations may cause human disease. To improve our understanding of the pathophysiology of ACTG2 mutations, my work has the following specific aims:
1)Determine how pathogenic ACTG2 mutations affect actin structure and function in primary human intestinal smooth muscle cells (HISMCs).
2) Examine the effects of ACTG2 mutations on differentiation of human pluripotent stem cells into smooth muscle cells (SMCs).
These studies will allow us to elucidate the mechanisms through which ACTG2 mutations impair normal visceral smooth muscle development and function. I am examining the effects of ACTG2 mutations on actin filament organization in fixed cells and actin dynamics in live cells using fluorescent probes. I will investigate changes in contractile force generation using traction force microscopy. I am also developing a novel differentiation method to convert pluripotent stem cells into cells closely resembling visceral SMCs. We will use this method with CRISPR/Cas9 gene editing to study the effects of the mutations on SMC differentiation. We are currently generating pluripotent stem cell lines containing ACTG2 mutations and performing assays to investigate actin organization and dynamics. We are using these systems to identify robust phenotypes highlighting the mechanisms through which ACTG2 mutations cause disease. We hope to leverage this information in the selection of targets for high-throughput drug screening, which may eventually lead to novel treatment strategies for visceral myopathies.
“Distinct Patterns of Longitudinal Cortical Thinking and Perfusion in Pathological Subtypes of Behavioral Variant Frontotemporal Degeneration”
Christopher Olm, PhD Student
Speaker: Christopher Olm, PhD Student
Research Advisor: Murray Grossman, MD, EdD
Date: Thursday, September 20, 2018
Time: 12:55-1:15pm
Location: Room 337 Towne Building
Abstract:
Two main sources of pathology have been identified in the behavioral variant of frontotemporal dementia (bvFTD): tau inclusions (FTLD-tau) and TDP-43 aggregates (FTLD-TDP). With therapies emerging that target these proteins, exploring distinct trajectories of degeneration can be extremely helpful for tracking progression in clinical trials and improve prognosis estimation. We hypothesized that longitudinal cortical thinning (CT) would identify areas of extant disease progression in bvFTD subgroups and longitudinal hypoperfusion would identify distinct regions of anticipated neurodegeneration. We included N=47 patients with probable or definite bvFTD and two MRI scanning sessions including T1-weighted and arterial spin labeling (ASL) scans, recruited through the Penn Frontotemporal Degeneration Center. Neuropathology, genetic mutations, or CSF protein markers (phosphorylated tau (p-tau)/Ab1-42<.09 for likely FTLD; p-tau<8.75 for FTLD-TDP) were used to identify bvFTD with likely FTLD-tau (n=28, mean age=63.1 years, mean disease duration=3.89 years) or likely FTLD-TDP (n=19, mean age=61.9, mean disease duration=3.06). Voxel-wise cortical thickness and cerebral blood flow estimates were generated for each T1 and ASL scan, respectively, using longitudinal pipelines in ANTs. We created annual change images by subtracting follow-up images from baseline and dividing by inter-scan interval. In whole brain voxel-wise comparisons, FTLD-tau showed significantly greater right orbitofrontal CT and longitudinal hypoperfusion in right middle temporal and angular cortex relative to FTLD-TDP. FTLD-TDP displayed greater progressive CT in left superior and middle frontal cortex, precentral gyrus, and right temporal cortex, and longitudinal hypoperfusion in medial prefrontal cortex relative to FTLD-tau. In conclusion, FTLD-tau and FTLD-TDP show distinct patterns of longitudinal CT and hypoperfusion. Structural and functional MRI contribute independent information potentially useful for characterizing disease progression in vivo for clinical trials.
Please join us for the first of our seminar lectures this year!
Rosalind Picard, ScD, FIEEE
Director of Affective Computing Research
Faculty Chair, MIT Mind+Hand+Heart
MIT Media Lab
“What Can We Discover About Emotions and the Brain from Noninvasive Measures?”
Date: Thursday, September 13, 2018
Time: 12:00PM-1:00 PM
Location: 337 Towne Building
Abstract:
Years ago, our team at MIT created wearable as well as non-contact imaging technology and machine learning algorithms to detect changes in human emotion. As we shrunk the sensors and made them able to comfortably collect data 24/7, we started to discover several surprising findings, such as that autonomic activity measured through a sweat response was more specific than 100 years of studies had assumed. While we originally thought this signal of “arousal” or “stress” was quite generally related to overall activation, we learned it could peak even when a patient’s EEG showed a lack of cortical brain activity. This talk will highlight some of the most surprising findings along the journey of measuring emotion “in the wild”with implications for anxiety, depression, sleep-memory consolidation, epilepsy, autism, pain studies, and more. What is the grand challenge we aim to solve next?
Bio:
Rosalind Picard, ScD, FIEEE, is founder and director of the Affective Computing Research Group at the MIT Media Laboratory, co-founder and Chief Scientist of Empatica, improving lives with clinical quality wearable sensors and analytics, and co-founder of Affectiva, providing tools for Emotion AI. Picard is the author of over two hundred fifty peer-reviewed scientific articles and of the book, Affective Computing, which helped launch that field. Picard’s lab at MIT develops technologies to better measure, understand, forecast, and regulate emotion, including personalized machine-learning analytics that work with wearables and your smartphone.
A new approach uses “mechanoceuticals” to treat pain.
Drugs are commonly injected directly into an injury site to speed healing. For chronic pain, clinicians can inject drugs to reduce inflammation in painful joints, or can inject nerve blockers to block the nerve signals that cause pain. In a recent study, a group from UCLA developed a technique to deform a material surrounding nerve fibers to trigger a response in the fibers that would relieve pain. The combination of mechanics and treatment – i.e., ‘mechanoceuticals’ – is a clever way to trick fibers and reverse painful symptoms. Done without any injections and simply controlling magnetic fields outside the body, this approach can be reused as necessary.
The design of this mechanoceutical was completed by Dino Di Carlo, PhD, Professor of Bioengineering, and his team at UCLA’s Sameuli School of Engineering. By encasing tiny, magnetic nanoparticles within a biocompatible hydrogel, the group used magnetic force to stimulate nerve fibers and cause a corresponding decrease in pain signals. This promising development opens up a new approach to pain management, one which can be created with different biomaterials to suit different conditions, and delivered “on demand” without worrying about injections or, for that matter, any prescription drugs.
Understanding the Adolescent Brain
It’s no surprise that adults and adolescents often struggle to understand one another, but the work of neurologists and other researchers provides a possible physical reason for why that might be. Magnetic resonance elastrography (MRE) is a tool used in biomedical imaging to estimate the mechanical properties, or stiffness, of tissue throughout the body. Unexpectedly, a recent study suggests that brain stiffness correlates with cognitive ability, suggesting MRE may provide insight into patients’ behavior, psychology, and psychiatric state.
A new paper in Developmental Cognitive Neuroscience published the results of a study using MRE to track the relative “stiffness” vs. “softness” of adult and adolescent brains. The University of Delaware team, led by Biomedical Engineering Assistant Professor Curtis Johnson, PhD, and his doctoral student Grace McIlvain, sampled 40 living subjects (aged 12-14) and compared the properties to healthy adult brains.
The study found that children and adolescent brains are softer than those of adults, correlating to the overall malleability of childhood development. The team hopes to continue their studies with younger and older children, looking to demonstrate exactly when and how the change from softness to stiffness takes place, and how these properties correspond to individual qualities such as risk-taking or the onset of puberty. Eventually, establishing a larger database of measurements in the pediatric brain will help further studies into neurological and cognitive disorders in children, helping to understand conditions such as multiple sclerosis, autism, and cerebral palsy.
Can Nanoparticles Replace Stents?
Researchers and clinicians have made amazing advances in heart surgery. Stents, in particular, have become quite sophisticated: they are used to both prop open clogged arteries as well as deliver blood-thinning medication slowly over days to weeks in the area of the stent. However, the risk of blood clotting increases with stents and the blood vessels can constrict over time after the stent is placed in the vessel.
A recent NIH grant will support the design of a stent-free solution to unclog blood vessels. Led by Shaoqin Gong, PhD, Vilas Distinguished Professor of Biomedical Engineering at UW-Madison, the team used nanoparticles (or nanoclusters) to directly target the affected blood vessels and prevent regrowth of the cells post-surgery, eliminating the need for a stent to keep the pathways open. These nanoclusters are injected through an intravenous line, further reducing the risks introduced by the presence of the stent. As heart disease affects millions of people worldwide, this new material has far-reaching consequences. Their study is published in the September edition of Biomaterials.
NIST Grant Supports
The National Institute of Standards and Technology (NIST) awarded a $30 million grant to Johns Hopkins University, Binghamton University, and Morgan State University as part of their Professional Research Experience Program (PREP). Over five years, this award will support the collaboration of academics from all levels (faculty, postdoc, graduate, and undergraduate) across the three universities, enabling them to conduct research and attend NIST conferences.
The principal investigator for Binghamton U. is Professor and Chair of the Biomedical Engineering Department, Kaiming Ye, PhD. Dr. Ye is also the Director of the Center of Biomanufacturing for Regenerative Medicine (CBRM), which will participate in this collaborative new enterprise. Dr. Ye hopes that this grant will create opportunities for academics and researchers to network with each other as well as to more precisely define the standards for the fields of regenerative medicine and biomaterial manufacturing.
The gift honors the late A. James Clark, former CEO of Clark Enterprises and Clark Construction Group LLC, one of the country’s largest privately-held general building contractors. It is designed to prepare future engineering and business leaders, with an emphasis on low income families and first-generation college students. Clark never forgot that his business successes began with an engineering scholarship. This has guided the Clark family’s longstanding investments in engineering education and reflects its commitment to ensure college remains accessible and affordable to high-potential students with financial need.
We are proud to say that three incoming Clark Scholars from the Freshman Class of 2022 will be part of the Bioengineering Department here at Penn.
And finally, our congratulations to the new Dean of the School of Engineering at the University of Mississippi: David A. Puleo, PhD. Dr. Puleo earned his bachelor’s degree and doctorate in Biomedical Engineering from Rensselaer Polytechnic Institute. Most recently he served as Professor of Biomedical Engineering and Associate Dean for Research and Graduate Studies at the University of Kentucky’s College of Engineering. Building on his research in regenerative biomaterials, he also founded Regenera Materials, LLC in 2014. Over the course of his career so far, Dr. Puleo received multiple teaching awards and oversaw much departmental growth within his previous institution, and looks poised to do the same for “Ole Miss.”
White fat stories calories and provides the body with insulation.
There are two types of fat in the human body: brown and white. Brown fat, the “good” fat, is rich in mitochondria, which gives it its brown appearance. Whereas white fat stores calories and acts as an insulator, mitochondria-rich brown fat burns energy to produce heat throughout the body and maintains body temperature. White fat, conversely, uses its stored energy to insulate the body and keep its temperature level. While all fat serves a purpose in the body, an excess of white fat cells causes obesity, a condition affecting one in three adults in the U.S. and the root cause of many potential health problems. Finding ways to convert white fat to brown opens a possibility of treating this problem naturally.
A new study in Scientific Reports proposes a clever way to convert fat types. Professor of Biomedical Engineering Samuel Sia, PhD, of the Columbia University School of Engineering and Applied Science, led a team which developed a method of converting white fat into brown using a tissue-grafting technique. After extracting and converting the fat, it can then be transplanted back into the patient. White fat is hard-wired to convert to brown under certain conditions, such as exposure to cold temperatures, so the trick for Dr. Sia’s team was finding a way to make the conversion last for long periods. The studies conducted with mice suggested that using these methods, newly-converted fat stayed brown for a period of two months.
Dr. Sia’s team will proceed to conduct further tests, especially on the subjects’ metabolism and overall weight after undergoing the procedure, and they hope that eventual clinical trials will result in new methods to treat or even prevent obesity in humans.
Cremins Lab Student Appointed Blavatnik Fellow
Linda Zhou is currently pursuing her MD/PhD in Genomics and Computational Biology under the supervision of Dr. Jennifer Phillips-Cremins.
The Perelman School of Medicine named Linda Zhou, a student in BE’s Cremins Laboratory, a Blavatnik Fellow for the 2018-2019 academic year. The selection process for this award is highly competitive, and Linda’s selection speaks to the excellent quality of her scholarship and academic performance. The fellows will be honored in a special ceremony at the Museum of Natural History in New York City.
Linda received her B.S. in Biophysics and Biochemistry from Yale University and is currently pursuing her M.D./Ph.D. in the Genomics and Computational Biology Program at Penn. “I am honored to be named a Blavatnik Fellow and am extremely excited to continue my graduate studies investigating neurological disorders and the 3D genome,” she said. “This support will be integral to achieving my long term goal of driving scientific discovery that will help treat human disease.”
Linda’s research is overseen by Penn Bioengineering Assistant Professor Jennifer Phillips-Cremins, PhD. “Linda is an outstanding graduate student,” said Dr. Cremins. “It is a true delight to work with her. She is hard working, intelligent, kind, and has extraordinary leadership ability. Her unrelenting search for ground-state truth makes her a shining star.”
The Blavatnik Family Fellowship in Biomedical Research is a new award announced by the Perelman School of Medicine in May of this year. This generous gift from the Blavatnik Family Foundation awards $2 million to six recipients in the Biomedical Graduate Studies Program at Penn for each of the next four years.
Growing Lungs in a Lab
As the demand for lung transplants continues to rise, so does the need for safe and effective transplanted lungs. Bioengineered lungs grown or created in labs are one way of meeting this demand. The problem – as is ever the case with transplants – is the high rate of rejection. The results of success are always better when cells from the patient herself (or autologous cells) are used in the transplanted organ.
Recently Joan Nichols, PhD, Professor of Internal Medicine, and Microbiology and Immunology, at the University of Texas Medical Branch at Galveston, successfully bioengineered the first human lung. Her latest study published in Science Translational Medicine describes the next milestone for Dr. Nichols’ lab: successfully transplanting a bioengineered lung into a pig.
These advances are possible due to Dr. Nichols’ work with autologous cells, continuing the trend of “on demand” medicine (i.e. medicine tailor for a specific patient) which we track on this blog. Dr. Nichols’ particular method is to build the structure of a lung (using the harvested organs of dead pigs in this case), de-cellularize the tissue, and then repopulate it with autologous cells from the intended recipient. This way, the host body recognizes the cells as friendly and the likelihood of acceptance increases. While further study is needed before clinical trials can begin, Dr. Nichols and her team see the results as extremely promising and believe that we are on the way to bioengineered human lungs.
Nanoparticles Combat Dental Plaque
Combine a diet high in sugar with poor oral hygiene habits and dental cavities likely result. The sugar triggers the formation of an acidic biofilm (plaque) on the teeth, eroding the surface. Early childhood dental cavities affect one in every four children in the United States and hundreds of millions more globally. It’s a particularly severe problem in underprivileged populations.
Dr. David Cormode is Assistant Professor of Radiology and Secondary Faculty in Bioengineering at Penn. His research includes Bioengineering Therapeutics, Devices and Drug Delivery and Biomaterials.
The flu virus is notoriously contagious, but there may be a way to stop it before it starts. In order for the influenza virus to successfully transport itself into the cells of a human host, it needs a certain protein called hemagglutinin which mediates its entry. By interfering with this vital ingredient, researchers can effectively kill the virus.
A new study in the Proceedings of the National Academy of Sciences discusses a method of disrupting the process by which this protein causes the virus to infect its host cells. This discovery could lead to more effective flu vaccines that target the flu virus at its root, rather than current ones which have to keep up with the ongoing changes and mutations of the virus itself. Indeed, the need for different vaccines to address various “strains” of the flu is moot if a vaccine can stop the virus from infecting people in the first place.
This breakthrough results from grants provided by the NSF, the Welch Foundation, and the NIH to Rice University and Baylor College of Medicine. Lead researchers José Onuchic, PhD, Harry C. and Olga K. Wiess Chair of Physics and Professor of Chemistry and BioSciences at Rice University; Jianpeng Ma, PhD, Professor of Bioengineering at Rice University and Lodwick T. Bolin Professor of Biochemistry at Baylor College of Medicine; and Qinghua Wang, PhD, Assistant Professor of Biochemistry at Baylor College of Medicine. Their team will continue to study the important role proteins play in how the flu virus operates.
People and Places
This week, we congratulate a few new leadership appointments in bioengineering. First, the Georgia Institute of Technology appointed Penn BE alumnus Andréas García, PhD, the new Executive Director of the Parker H. Petit Institute for Bioengineering and Bioscience. In addition to his new role, Dr. García is also the George W. Woodruff School of Mechanical Engineering Regents Professor. He conducts research in biomolecular, cellular, and tissue engineering and collaborates with a number of research centers across Georgia Tech. Dr. García graduated with both his M.S.E. and Ph.D. from the University of Pennsylvania’s Department of Bioengineering.
Secondly, the University of Minnesota Institute for Engineering in Medicine (IEM) named the Distinguished McKnight University Professor John Bischof, PhD, their new director. This follows Dr. Bischof’s recent position as interim director for the IEM. Dr. Bischof earned his Ph.D. in Mechanical Engineering at the University of California at Berkeley, and is currently a faculty member in both the Mechanical Engineering and Biomedical Engineering Departments at the University of Minnesota. Dr. Bischof holds the Carl and Janet Kuhrmeyer Chair in Mechanical Engineering.
At an earlier, but no less impressive, point in his academic career, Tanishq Abraham became the youngest person to graduate with a degree in biomedical engineering. The fifteen year old recently graduated summa cum laude from the University of California, Davis. As part of his graduating research, Abraham – a first-generation Indian-American – designed a device to measure the heart rates of burn victims. Abraham has already been accepted by U.C. Davis for his Ph.D. and plans to continue on to his M.D.
Finally, the work continues to create affordable and well-fitted prosthetics, especially for remote, rural, and underfunded areas both in the U.S. and abroad. Unfortunately, recent studies published by the Centre for Biomedical Engineering at the India Institute of Technology Delhi (IIT) demonstrate the uphill nature of this battle; stating that India alone contains over half a million upper limb amputees. To address this explosive population, researchers and entrepreneurs are using new bioengineering technologies such as digital manufacturing, 3D scanning and printing, and more. The best innovations are those that save time, resources, and money, without sacrificing quality in the prosthetic or patient comfort. Penn Engineering’s Global Biomedical Service (GBS) program similarly responds to this need, as each year students follow an academically rigorous course with a two-week immersive trip to China, where they learn how to create and fit prosthetic limbs for local children in conjunction with Hong Kong Polytechnic University.
Like many other fields, biomedical research is experiencing a data explosion. Some estimates suggest that the amount of data generated from the health sciences is now doubling every eighteen months, and experts expect it to double every seventy-three days by 2020. One challenge that researchers face is how to meaningfully analyze this data tsunami.
The challenge of interpreting data occurs at all scales, and a recent collaboration shows how new approaches can allow us to handle the volumes of data emerging at the level of individual cells to infer more about how biology “works” at this level. Wharton Statistics Department researchers Mo Huang and Jingshu Wang (PhD Student and Postdoctoral Researcher, respectively) collaborated with Arjun Raj’s lab in Bioengineering and published their findings in recent issues of Nature Methods and Proceedings of the National Academy of Sciences. One study focused on a de-noising technique called SAVER to provide more precise data from single cell experiments and significantly improves the ability to detect trends in a dataset, similar to how increasing sample size helps improve the ability to determine differences between experimental groups. The second method, termed DESCEND, creates more accurate characterization of gene expression that occur in individual cells. Together these two methods will improve data collection for biologists and medical professionals working to diagnose, monitor, and treat diseased cells.
Dr. Raj’s team contributed data to the cause and acted as consultants on the biological aspects of this research. Further collaboration involved Mingyao Li, PhD, Professor of Biostatistics at the Perelman School of Medicine, and Nancy Zhang, PD, Professor Statistics at the Wharton School. “We are so happy to have had the chance to work with Nancy and Mingyao on analyzing single cell data,” said Dr. Raj. “The things they were able to do with our data are pretty amazing and important for the field.”
Advancements in Biomaterials
This blog features many new biomaterials techniques and substances, and there are several exciting new developments to report this week. First, the journal of Nature Biomedical Engineering published a study announcing a new therapy to treat or even eliminate lung infections, such as those acquired while in hospital or as the result of cystic fibrosis, which are highly common and dangerous. Researchers identified and designed viruses to target and kill the bacteria which causes these infections, but the difficulty of administering them to patients has proven prohibitive. This new therapy, developed by researchers at the Georgia Institute of Technology, is administered as a dry powder directly to the lungs and bypasses many of the delivery problems appearing in past treatments. Further research on the safety of this method is required before clinical trials can begin.
A team at Harvard University published another recent study in Nature Biomedical Engineering announcing their creation of a tissue-engineered scale model of the left human heart ventricle. This model is made from degradable fibers that simulate the natural fibers of heart tissue. Lead investigator Professor Kevin Kit Parker, PhD, and his team eventually hope to build specific models culled from patient stem cells to replicate the features of that patient’s heart, complete with the patient’s unique DNA and any heart defects or diseases. This replica would allow researchers and clinicians to study and test various treatments before applying them to a specific patient.
Lastly, researchers at the Tufts University School of Engineering published in the Proceedings of the National Academy of Sciences on their creation of flexible magnetic composites that respond to light. This material is capable of macroscale motion and is extremely flexible, allowing its adaptation into a variety of substances such as sponges, film, and hydrogels. Author and graduate student Meg Li explained that this material differs from similar substances in its complexity; for example, in the ability for engineers to dictate specific movements, such as toward or away from the light source. Co-author Fiorenzo Omenetto, PhD, suggests that with further research, these movements could be controlled at even more specific and detailed levels.
CFPS: Getting Closer to “On Demand” Medicine
A recent and growing trend in medicine is the move towards personalized or “on demand” medicine, allowing for treatment customized to specific patients’ needs and situations. One leading method is Cell-Free Protein Synthesis (CFPS), a way of engineering cellular biology without using actual cells. CFPS is used to make substances such as medicine, vaccines, and chemicals in a sustainable and portable way. One instance if the rapid manufacture of insulin to treat diabetic patients. Given that many clinics most in need of such substances are found in remote and under-served locations far away from well-equipped hospitals and urban infrastructure, the ability to safely and quickly create and transport these vital substances to patients is vitally important.
The biggest limiting factor to CFPS is difficulty of replicating Glycosylation, a complex modification that most proteins undergo. Glycosylation is important for proteins to exert their biological function, and is very difficult to synthetically duplicate. Previously, achieving successful Glycosylation was a key barrier in CFPS. Fortunately, Matthew DeLisa, PhD, the Williams L. Lewis Professor of Engineering at Cornell University and Michael Jewett, PD, Associate Professor of Chemical and Biological Engineering at Northwestern University, have created a “single-pot” glycoprotein biosynthesis that allows them to make these critical molecules very quickly. The full study was recently published in NatureCommunications. With this new method, medicine is one step closer to being fully “on demand.”
People and Places
The Institute of Electrical and Electronics Engineers (IEEE) interviewed our own Penn faculty member Danielle Bassett, PhD, the Edwardo D. Glandt Faculty Fellow and Associate Professor in Bioengineering, for their website. Dr. Bassett, who shares a joint appointment with Electrical Systems Engineering (ESE) at Penn, has published groundbreaking research in Network Neuroscience, Complex Systems, and more. In the video interview (below), Dr. Bassett discusses current research trends in neuroscience and their applications in medicine.
Finally, a new partnership between Case Western Reserve University and Cleveland Clinic seeks to promote education and research in biomedical engineering in the Cleveland area. Cleveland Clinic Lerner Research Institute‘s Chair of Biomedical Engineering, Geoff Vince, PhD, sees this as an opportunity to capitalize on the renown of both institutions, building on the region’s already stellar reputation in the field of BME. Dozens of researchers from both institutions will have the opportunity to collaborate in a variety of disciplines and projects. In addition to professional academics and medical doctors, the leaders of this new partnership hope to create an atmosphere that can benefit all levels of education, all the way down to high school students.
Stem cell therapy has been used to treat a variety of conditions.
A paper published this month in Scientific Reports announced a new a strategy for the treatment of segmental bone defects. The new technique, called Segmental Additive Tissue Engineering (or SATE) comes from a team of researchers with the New York Stem Cell Foundation Research Institute (NYSCF). A press release from the NYSCF and an accompanying short video (below) describe the breakthrough technique, which will “[allow] researchers to combine segments of bone engineered from stem cells to create large scale, personalized grafts that will enhance treatment for those suffering from bone disease or injury through regenerative medicine.”
Ralph Lauren Senior Investigator Guiseppe Maria de Peppo, PhD, and first author Martina Sladkova, PhD, express their hope that this new procedure will help address some of the limitations of bone grafts, such as immune system rejection, the need for growing bones in pediatric patients, and the difficulty of creating larger bone grafts made from patient stem cells.
Elsewhere in stem cell research, the Spanish Agency for Medicines and Medical Devices has given the company Viscofan BioEngineering approval to start clinical trials for stem cell therapy to treat heart failure. Already a world leader in the market for medical collagen, Viscofan is now turning its research toward using collagen (a protein found in the connective tissue of mammals) to strengthen the weakened heart muscle of those with ischemic cardiomyopathy, a type of heart failure and the leading cause of death in the world. This new “Cardiomesh” project includes collaborators from industry, academia, and hospitals to create this elastic and biodegradable product. Viscofan expects to start clinical trials after the summer of this year, and the full details can be found in Viscofan’s press release.
Federal Grant Supports International Bioengineering Research
The Canadian government awarded a $1.65 million federal grant to two top Canadian universities to develop a center based on engineering RNA. The University of Lethbridge and the Université de Sherbrooke will team up with international collaborators from the United States, Germany, France, Australia, and more and to found and develop the Ribonucleic Acid Bioengineering and Innovation Network Collaborative Research and Training Experience over the next six years. This comes as part of the Canadian government’s CREATE initiative, which awards grants to research teams across the country to support research, innovation, and jobs-creation in the sciences. These two universities are national leaders in the field of RNA research, a diverse and interdisciplinary field. This new network will focus on training of both young academics transitioning to industry and entrepreneurs looking to develop new technologies. This project is led by Hans-Joachim Wieden, PhD, Chemistry and Biochemistry faculty at the University of Lethbridge and an Alberta Innovates Strategic Chair in RNA Bioengineering.
Lehigh University Awarded Grant in Ebola Research
Close to Philadelphia in Allentown, PA, researchers at Lehigh University received a National Science Foundation (NSF) grant to support their research into one of the deadliest of modern diseases, the Ebola virus, which is highly infectious and currently without vaccine or cure. Entitled “TIM Protein-Mediated Ebola Virus-Host Cell Adhesion: Experiments and Models,” the goal of this research is to create a “predictive and quantitative model of the Ebola Virus (EBOV)-host cell interactions at the molecular through single-virus levels.” Building on past research, the investigators ultimately hope to provide the first quantitative study of this type of cell interaction. By studying how EBOV enters the body through healthy cells, the aim is to understand how it works and ultimately develop a technique to stop its entry. The lead investigator, Anand Jagota, PhD, is the current Professor and Founding Chair of Lehigh University’s Bioengineering program.
New Research in Brain Tumor Removal
The National Institute of Biomedical Imaging and Bioengineering (NIBIB) awarded a grant to Fake (Frank) Lu, PhD, Assistant Professor of Biomedical Engineering at the State University of New York (SUNY) at Binghamton in support of his research to design more accurate techniques for the removal of brain tumors. His technique, called Stimulated Raman Scattering or SRS, is a mode of identifying molecules during surgery which can be used to create a highly detailed and accurate image. Dr. Lu’s SRS techniques will improve both the speed of the surgery and the accuracy of the tissue removal. With this grant support, Dr. Lu’s team will collaborate with local universities and hospitals on collecting more data as their next step before making the technology more widely available.
People and Places
Undergraduate students at our neighbor Drexel University received the Robert Noyce Scholarship, an NSF program that supports students seeking their teacher certification in science and math at the middle school level. The co-investigators and undergraduates are from a variety of disciplines and programs across the university, including co-investigator Donald L. McEachron, PhD, Teaching Professor of Biomedical Engineering, Science and Health Systems. The students’ curriculum in the DragonsTeach Middle Years program will combine rigorous preparation for teaching STEM subjects and the foundational knowledge to work with under-served schools.
Another group of students, this time from California State University, Long Beach, used their victory in the university’s annual Innovation Challenge as an opportunity to launch a startup called Artemus Labs. Their first product, “Python,” uses body heat other physical sensations to regulate a prosthetic liner, useful in making sure prosthetic limbs are comfortable for the wearer. The students explained that their idea was driven by need, as few prosthetic manufacturers prioritize such factors as temperature or sweat regulation in the creation of their products.
Finally, the University of Southern California Viterbi School of Engineering has a new Chair of Biomedical Engineering: Professor K. Kirk Shung, PhD. Dr. Shung obtained his doctorate from the University of Washington and joined USC in 2002. With a background in electrical engineering, Dr. Shung’s research focuses on high frequency ultrasonic imaging and transducer development, and has been supported by a NIH grant as well as won multiple awards from the American Institute of Ultrasound in Medicine and the Institute of Electrical and Electronics Engineers (IEEE), among others.
TMD is a common condition affecting movement of the jaw
Medical researchers have long been baffled by the need to find safe and effective treatment for a common condition called temporomandibular joint dysfunction (TMD). Affecting around twenty-five percent of the adult population worldwide, TMD appears overwhelmingly in adolescent, premenopausal women. Many different factors such as injury, arthritis, or grinding of the teeth can lead to the disintegration of or damage to the temporomandibular joint (TMJ), which leads to TMD, although the root cause is not always clear. A type of temporomandibular disorder, TMD can result in chronic pain in the jaw and ears, create difficulty eating and talking, and even cause occasional locking of the joint, making it difficult to open or close one’s mouth. Surgery is often considered a last resort because the results are often short-lasting or even dangerous.
The state of TMD treatment may change with the publication of a study in Science Translational Medicine. With contributions from researchers at the University of California, Irvine (UCI), UC Davis, and the University of Texas School of Dentistry at Houston, this new study has successfully implanted engineered discs made from rib cartilage cells into a TMJ model. The biological properties of the discs are similar enough to native TMJ cells to more fully reduce further degeneration of the joint as well as potentially pave the way for regeneration of joints with TMD.
Senior author Kyriacos Athanasiou, PhD, Distinguished Professor of Biomedical Engineering at UCI, states the next steps for the team of researchers include a long-term study to ensure ongoing effectiveness and safety of the implants followed by eventual clinical trials. In the long run, this technique may also prove useful and relevant to the treatment of other types of arthritis and joint dysfunction.
Advances in Autism Research
Currently, diagnosis of autism spectrum disorders (ASD) has been limited entirely to clinical observation and examination by medical professionals. This makes the early identification and treatment of ASD difficult as most children cannot be accurately diagnosed until around the age of four, delaying the treatment they might receive. A recent study published in the journal of Bioengineering & Translational Medicine, however, suggests that new blood tests may be able to identify ASD with a high level of accuracy, increasing the early identification that is key to helping autistic children and their families. The researchers, led by Juergen Hahn, PhD, Professor and Department Head of Biomedical Engineering at the Rensselaer Polytechnic Institute, hope that after clinical trials this blood test will become commercially available.
In addition to work that shows methods to detect autism earlier, the most recent issue of Nature Biomedical Engineering includes a study to understand the possible causes of autism and, in turn, develop treatments for the disease. The breakthrough technology of Cas9 enzymes allowed researchers to edit the genome, correcting for symptoms that appeared in mice which resembled autism, including exaggerated and repetitive behaviors. This advance comes from a team at the University of California, Berkeley, which developed the gene-editing technique known as CRISPR-Gold to treat symptoms of ASD by injecting the Cas9 enzyme into the brain without the need for viral delivery. The UC Berkeley researchers suggest in the article’s abstract that these safe gene-editing technologies “may revolutionize the treatment of neurological diseases and the understanding of brain function.” These treatments may have practical benefits for the understanding and treatment of such diverse conditions as addiction and epilepsy as well as ASD.
Penn Professor’s Groundbreaking Bioengineering Technology
Our own D. Kacy Cullen, PhD, was recently featured in Penn Today for his groundbreaking research which has led to the first implantable tissue-engineered brain pathways. This technology could lead to the reversal of certain neurodegenerative disorders, such as Parkinson’s disease.
With three patents, at least eight published papers, $3.3 million in funding, and a productive go with the Penn Center for Innovation’s I-Corps program this past fall, Dr. Cullen is ready to take this project’s findings to the next level with the creation of a brand new startup company: Innervace. “It’s really surreal to think that I’ve been working on this project, this approach, for 10 years now,” he says. “It really was doggedness to just keep pushing in the lab, despite the challenges in getting extramural funding, despite the skepticism of peer reviewers. But we’ve shown that we’re able to do it, and that this is a viable technology.” Several Penn bioengineering students are involved in the research conducted in Dr. Cullen’s lab, including doctoral candidate Laura Struzyna and recent graduate Kate Panzer, who worked in the lab all four years of her undergraduate career.
In addition to his appointment as a Research Associate Professor of Neurosurgery at the Perelman School of Medicine at the University of Pennsylvania, Dr. Cullen also serves as a member of Penn’s Department of Bioengineering Graduate Group Faculty, and will teach the graduate course BE 502 (From Lab to Market Place) for the BE Department this fall 2018 semester. He also serves as the director for the Center of Neurotrauma, Neurodegeneration, and Restoration at the VA Medical Center.
New Prosthetics Will Have the Ability to Feel Pain
New research from the Department of Biomedical Engineering at Johns Hopkins University (JHU) has found a way to address one of the difficult aspects of amputation: the inability for prosthetic limbs to feel. This innovative electronic dermis is worn over the prosthetic, and can detect sensations (such as pain or even a light touch), which are conveyed to the user’s nervous system, closing mimicking skin. The findings of this study were recently published in the journal ScienceRobotics.
While one might wonder at the value of feeling pain, both researchers and amputees verify that physical sensory reception is important both for the desired realism of the prosthetic or bionic limb, and also to alert the wearer of any potential harm or damage, the same way that heat can remind a person to remove her hand from a hot surface, preventing a potential burn. Professor Nitish Thakor, PhD, and his team hope to make this exciting new technology readily available to amputees.
People and Places
Women are still vastly outnumbered in STEM, making up only twenty percent of the field, and given the need for diversification, researchers, educators, and companies are brainstorming ways to proactively solve this problem by promoting STEM subjects to young women. One current initiative has been spearheaded by GE Healthcare and Milwaukee School of Engineering University (MSOE) who are partnering to give middle school girls access to programs in engineering during their summer break at the MSOE Summer STEM Camp, hoping to reduce the stigma of these subjects for young women. GE Girls also hosts STEM programs with a number of institutions across the U.S.
The National Science Policy Network (NSPN) “works to provide a collaborative resource portal for early-career scientists and engineers involved in science policy, diplomacy, and advocacy.” The NSPN offers platforms and support including grant funding, internships, and competitions. Chaired and led by emerging researchers and professors from around the country, including biomedical engineering PhD student Michaela Rikard of the University of Virginia, the NSPN seeks to provide a network for young scientists in the current political climate in which scientific issues and the very importance of the sciences as a whole are hotly contested and debated by politicians and the public. The NSPN looks to provide a way for scientists to have a voice in policy-making. This new initiative was recently featured in the Scientific American.
Upon its original founding in 2000, the Bill and Melinda Gates Foundation has included the eradication of malaria as part of its mission, pledging around $2 billion to the cause in the years since. One of its most recent initiatives is the funding of a bioengineering project which targets the type of mosquitoes which carry the deadly disease. Engineered mosquitoes (so-called “Friendly Mosquitoes”) would mate in the wild, passing on a mosquito-killing gene to their female offspring (only females bite humans) before they reach maturity. While previous versions of “Friendly Mosquitoes” have been met with success, concerns have been raised about the potential long-term ecological effects to the mosquito population. UK-based partner Oxitec expects to have the new group ready for trials in two years.
Scientific claims are a foundation of scientific discourse. Extracting claims from scientific articles is primarily done by researchers during literature review and discussions. The enormous growth in scientific articles makes this ever more challenging and time-consuming. Here, we develop a deep neural network architecture to solve the problem. Our model an F1 score of 0.704 on a large corpus of expertly annotated claims within abstracts. Our results suggest that we can use a small dataset of annotated resources to achieve high-accuracy claim detection. We release a tool for discourse and claim detection, and a novel dataset annotated by experts. We discuss further applications beyond Biomedical literature.
Scientific claims are a foundation of scientific discourse. Extracting claims from scientific articles is primarily done by researchers during literature review and discussions. The enormous growth in scientific articles makes this ever more challenging and time-consuming. Here, we develop a deep neural network architecture to solve the problem. Our model an F1 score of 0.704 on a large corpus of expertly annotated claims within abstracts. Our results suggest that we can use a small dataset of annotated resources to achieve high-accuracy claim detection. We release a tool for discourse and claim detection, and a novel dataset annotated by experts. We discuss further applications beyond Biomedical literature.
Michael Mitchell
