BE Seminar: “Reaction-Coupled Solid-State Nanopore Digital Counting: Towards Sensitive, Selective and Fast Nucleic Acid Testing” (Weihua Guan)

Weihua Guan, PhD

Speaker: Weihua Guan, Ph.D.
Assistant Professor
Department of Electrical Engineering & Department of Biomedical Engineering (courtesy)
Pennsylvania State University, University Park

Date: Thursday, April 8, 2021
Time: 3:00-4:00 PM EDT
Zoom – check email for link or contact ksas@seas.upenn.edu

Abstract:

Due to their conceptual simplicity, the nanopore sensors have attracted intense research interest in electronic single molecule detection. While considerable success has been achieved, the solid-state nanopores still face three significant challenges, including repeatable nanopore size control, introduction sensing specificity, and prolonged sensor response time at low concentrations. In this talk, I will discuss a calibration-free solid-state nanopore counting method and two representative applications in nucleic acid testing. One is an isothermal amplification-coupled nanopore counting for malaria analysis. The other is the CRISPR-cas12a-coupled nanopore counting for HIV analysis. Finally, I will also discuss how we can develop a fully integrated ‘sample-to-result’ nucleic acid testing device using the solid-state counting strategy. I believe the reaction-coupled solid-state nanopore digital counting could open a new avenue towards compact, robust, low-cost electronic nucleic acid testing at the point of care.

Weihua Guan Bio:

Weihua Guan received his Ph.D. degree in Electrical Engineering from Yale University in 2013 and did his postdoctoral training at Johns Hopkins University from 2013 to 2014. He joined the Department of Electrical Engineering at Pennsylvania State University in Jan 2015. He also held a courtesy appointment in the Department of Biomedical Engineering at Penn State. Dr. Guan’s research interests are in the multidisciplinary areas of micro- and nanotechnology, micro/nanofluidics, bioMEMS, lab-on-a-chip devices, and point-of-care devices. Dr. Guan’s research group at Penn State focuses on developing micro and nanoscale devices as well as novel sensing principles towards advanced medical diagnostics and testing. Dr. Guan is a member of IEEE, Engineering in Medicine and Biology Society, Biophysical Society, and American Physics Society. Among other honors, Dr. Guan is a recipient of the HHMI International Research Fellowship and NSF CAREER award.

“This is What a Data Scientist Looks Like”

Speakers at the second annual Women in Data Science @ Penn Conference.

Last month, the second annual Women in Data Science (WiDS) @ Penn Conference virtually gathered nearly 500 registrants to participate in a week’s worth of academic and industry talks, live speaker Q&A sessions, and networking opportunities.

Hosted by Penn Engineering, Analytics at WhartonWharton Customer Analytics and Wharton’s Statistics Department, the conference’s theme — “This is What a Data Scientist Looks Like” – emphasized the depth, breadth, and diversity of data science, both in terms of the subjects the field covers and the people who enter it.

Following welcoming remarks from Erika James, Dean of the Wharton School, and Vijay Kumar, Nemirovsky Family Dean of Penn Engineering, the conference began with a keynote address from President of Microsoft US and Wharton alumna Kate Johnson.

Conference sessions continued throughout the week, featuring panels of academic data scientists from around Penn and beyond, industry leaders from IKEA Digital, Facebook and Poshmark, and lightning talks from students speakers who presented their data science research.

All of the conference’s sessions are now available on YouTube and the 2021 WiDS Conference Recap, including a talk titled “How Humans Build Models for the World” by Danielle Bassett, J. Peter Skirkanich Professor in Bioengineering and Electrical and Systems Engineering.

Read more about the conference at Wharton Stories: “How Women in Data Science Rise to the Top.

Originally posted in Penn Engineering Today.

Penn, CHOP and Yale Researchers’ Molecular Simulations Uncover How Kinase Mutations Lead to Cancer Progression

by Evan Lerner

A computer model of a mutated anaplastic lymphoma kinase (ALK), a known oncogenic driver in pediatric neuroblastoma.

Kinases are a class of enzymes that are responsible for transferring the main chemical energy source used by the body’s cells. As such, they play important roles in diverse cellular processes, including signaling, differentiation, proliferation and metabolism. But since they are so ubiquitous, mutated versions of kinases are frequently found in cancers. Many cancer treatments involve targeting these mutant kinases with specific inhibitors.

Understanding the exact genetic mutations that lead to these aberrant kinases can therefore be critical in predicting the progression of a given patient’s cancer and tailoring the appropriate response.

To achieve this understanding on a more fundamental level, a team of researchers from the University of Pennsylvania’s School of Engineering and Applied Science and Perelman School of Medicine, the Children’s Hospital of Philadelphia (CHOP) and researchers at the Yale School of Medicine’s Cancer Biology Institute, have constructed molecular simulations of a mutant kinase implicated in pediatric neuroblastoma, a childhood cancer impacting the central nervous system.

Using their computational model to study the relationship between single-point changes in the kinase’s underlying gene and the altered structure of the protein it ultimately produces, the researchers revealed useful commonalities in the mutations that result in tumor formation and growth. Their findings suggest that such computational approaches could outperform existing profiling methods for other cancers and lead to more personalized treatments.

The study, published in the Proceedings of the National Academy of Sciences, was led by Ravi Radhakrishnan, Professor and chair of Penn Engineering’s Department of Bioengineering and professor in its Department of Chemical and Biomolecular Engineering, and Mark A. Lemmon, Professor of Pharmacology at Yale and co-director of Yale’s Cancer Biology Institute. The study’s first authors were Keshav Patil, a graduate student in Penn Engineering’s Department of Chemical and Biomolecular Engineering, along with Earl Joseph Jordan and Jin H. Park, then members of the Graduate Group in Biochemistry and Molecular Biology in Penn’s Perelman School of Medicine. Krishna Suresh, an undergraduate student in Radhakrishnan’s lab, Courtney M. Smith, a graduate student in Lemmon’s lab, and Abigail A. Lemmon, an undergraduate in Lemmon’s lab, contributed to the study. They collaborated with Yaël P. Mossé, Associate Professor of Pediatrics at Penn Medicine and in the division of oncology at CHOP.

“Some cancers rely on the aberrant activation of a single gene product for tumor initiation and progression,” says Radhakrishnan. “This unique mutational signature may hold the key to understanding which patients suffer from aggressive forms of the disease or for whom a given therapeutic drug may yield short- or long-term benefits. Yet, outside of a few commonly occurring ‘hotspot’ mutations, experimental studies of clinically observed mutations are not commonly pursued.”

Read the full post in Penn Engineering Today.

Manuela Raimondi Appointed Visiting Professor in Bioengineering

Manuela Raimondi, PhD

Manuela Teresa Raimondi was appointed Visiting Professor in Bioengineering in the Associated Faculty of the School of Engineering and Applied Science for the 2020-2021 academic year. Raimondi received her Ph.D. in Bioengineering in 2000 from Politecnico di Milano, Italy. She is currently a Full Professor of Bioengineering at Politecnico di Milano in the Department of Chemistry, Materials and Chemical Engineering “G. Natta”, where she teaches the course “Technologies for Regenerative Medicine” in the Biomedical Engineering graduate program.

Raimondi is the founder and Director of the Mechanobiology Lab and of the Interdepartmental Live Cell Imaging lab. She has pioneered the development of cutting edge tools for cell modelling, ranging from micro-engineered stem cell niches, to miniaturized windows for in vivo intravital imaging, to microfluidic culture systems to engineer tissue-equivalents and organoids for cell modelling and drug discovery. Her platforms are currently commercialized by her start-up, MOAB srl. Her research is funded by the European Research Council (ERC), by The National Centre for the Replacement, Refinement and Reduction of Animals in Research (NC3Rs), by the European Commission, and by the European Space Agency.

“Getting to Penn was quite the challenge with the various travel restrictions and the pandemic, but I am used to overcoming adverse odds and I am really excited to be here now,” says Dr. Raimondi. “In this challenging time, when many new barriers are coming up, I think building bridges and new scientific collaborations is even more important. I very much look forward to being part of the Penn research community.”

Dr. Raimondi with host Riccardo Gottardi, PhD on Smith Walk

During her sabbatical at Penn, Raimondi is investigating her hypothesis that stem cells pluripotency reprogramming can be guided by mechanical cues. Over the past five years, she has cultured many different stem cell types in the “Nichoids,” the synthetic stem cell niche she developed, and gathered robust evidence on how physical constraints at the microscale level upregulate pluripotency. Raimondi is hosted in the Bioengineering and Biomaterials Lab of Riccardo Gottardi, Assistant Professor in Bioengineering and in Pediatrics at the Perelman School of Medicine, where she is helping to refine human stem cell sources that could be minimally manipulated for translational tissue engineering for a safe and effective use in regenerative therapies, as a key issue for clinical translation is the maintenance or enhancement of multipotency during cell expansion without exogenous agents or genetic modification.

“Dr. Raimondi is a trailblazer in Italy in regenerative medicine who has introduced many new concepts in a sometimes musty academic environment and has shattered a number of glass ceilings,” says Dr. Gottardi. “I think her sabbatical at Penn is a great opportunity for her and for the Penn community to build new and exciting trans-Atlantic collaborations.”