Project Updates
A conversation with Marya Lieberman--ACS Central Science
Turkey Run 2022
Turkey Run Analytical Conference 2022 was held at Turkey Run State Park in Indiana, and attracted researchers from Indiana, Ohio, and Illinois. In addition to Heather, Kat, Alyssa, Rachel, and Ornella, undergraduates Devena and Sarah presented posters, and Yukun from the Peaslee group also gave a poster. Congratulations to Heather Whitehead and Kathleen Hayes for organizing a great scientific meeting! …
Congratulations to Alyssa Wicks for passing her ARP!
Alyssa signed up for an early ARP time and passed with flying colors! Congratulations, Alyssa. …
Congratulations to Olatunde Awosiji Awotunde, Nicholas Roseboom, and Jin Cai!
Discrimination of Substandard and Falsified Formulations from Genuine Pharmaceuticals Using NIR Spectra and Machine Learning
Near-infrared (NIR) spectroscopy is a low-cost analytical tool for rapid characterization of pharmaceuticals. Usually, it's necessary to build up a "library" of NIR spectra from authentic products in order to identify real and fake formulations. In this paper, we developed a simple training method that uses binary mixtures of a pharmaceutical (acetaminophen) with two different cutting agents, and used several different data analysis models to extrapolate the training samples to real and fake samples of popular brands of acetaminophen tablets. While none of the models was able to correctly classify all the samples, a simple voting algorithm was able to compensate for the weaknesses of the models and classify 93% of the samples correctly. …
Heather's paper selected as one of top 5 for 2021 by ACS Environmental Science and Technology
New system for tracking DPAL samples and data piloted
Working with the ARTiFACT Verify team, we are developing a system to monitor every stage of post-market surveillance, from sample collection to assay reports and dashboarding. The pilot of the Verify system…
Rachel Roller presents the MICRO project at the Biennial Conference on Chemical Education
Using Paper Microfluidics as a Platform for Increasing Inquiry in the Analytical Laboratory
K. Frederick, A.L. Van Wyk, R.S. Cole, M. Lieberman, R. Roller
Rachel Roller makes the case that paper labware can change the nature of laboratory instruction so it's closer to authentic scientific practice.
…
Congratulations to Heather Whitehead, whose paper on instrument-free detection of DNA with Nile Blue was just accepted by Analytical Methods!
Many nucleic acid tests (NATs) rely on a DNA amplification step as the detection mechanism for pathogens, viral load, and so on. Usually, DNA concentration is measured using a spectrophotometric instrument that costs tens of thousands of dollars. In this paper, Heather Whitehead used an inexpensive dye that binds to DNA and a cell phone to measure the concentration of double stranded DNA in the same concentration range commonly used to analyze NAT results. The color of Nile Blue dye shifts from blue to blue-purple to blue as it binds to DNA. While it's been known for many years that Nile Blue dye changes color when it binds to DNA, and that property has been used to develop instrumental assays, Heather figured out that by using different concentrations of the Nile Blue dye and monitoring the red, green, and blue channel intensities, the concentration of double stranded DNA can be measured with an error of less than 10 ug/ml. …
Webinar on HPLC troubleshooting
C&E News hosted this great webinar about HPLC troubleshooting--I hope it's accessible from this link.…
Congratulations to Kathleen Hayes, People's Choice Award in 3MT contest
Kat Hayes was selected as the People's Choice winner of the 2021 Shaheen 3-minute Thesis contest. Using one static slide, no jargon, and 3 minutes of time, contestants had to explain their graduate research to a general university audience. …
Congratulations to Heather Whitehead, Meghanne Tigh, and Megan Green--PFAS paper goes viral
Heather is the first author on this manuscript with Graham Peaslee, which has been accessed over 66,000 times--it's one of EST's most highly accessed articles in 2021!
Environ. Sci. Technol. Lett. 2021, 8, 7, 538-544
Welcome to Graduate Student Olatunde Awosiji Awotunde
Ola is working on data analytics for pharmaceutical analysis, but is happy to help out with other projects when there's need.
…
Health systems model shows cost-effectiveness of screening amoxicillin quality
Sarah Bliese's paper with the Ozawa group at NC State is now published! Sachiko Ozawa's group developed an agent-based model, ESTEEM (Examining Screening Technologies with Economic Evaluations for Medicines), to estimate the effectiveness and cost savings of incorporating PADs and aPADs in amoxicillin quality surveillance in Kenya. We compared the current testing scenario (batches of entire samples tested by HPLC) with an expedited HPLC scenario (testing smaller batches at a time), as well as a screening scenario using PADs/aPADs to identify poor-quality amoxicillin followed by confirmatory analysis with HPLC. The PADs/aPADs screening scenario identified and removed poor-quality antibiotics faster than the expedited or regular HPLC scenarios, and reduced costs significantly. The model estimates that use of early screening tests could avert 360-870 pneumonia deaths per year in children under age 5 while reducing the number of HPLC tests required. …
Kyle Moon recieves $300 Undergraduate Research Award from Eck Institute
Undergraduate Kyle Moon was selected as a recipient for a $300 undergraduate research grant from the Eck Insitute of Global Health. Kyle is working on a rapid and instrument-free test for childhood lead exposure. Good luck on this project, Kyle! …
Oopsy!
PhD defense
Congratulations to Dr. Sarah Bliese on her successful defense of her PhD thesis, entitled "DEVELOPING SCREENING TECHNOLOGIES FOR LOW RESOURCE SETTINGS". Sarah is headed to Virginia. …
Eliza Herrero interview in C&E News
US Pharmacopiea evaluates PADs as pharmaceutical screening technology
USP's Technology Review report on the PAD is now published.
Executive Summary
The paper analytical device (PAD) was developed as a cost-effective tool for field screening of a wide variety of pharmaceutical dosage forms in low-resource settings. The PAD is produced by wax printing on Ahlstrom 319 paper, which is a fast chromatography paper that creates separate reaction lanes and contains trace quantities of chemical reagents to create color changes in response to different pharmaceutical articles. Due to the COVID-19 pandemic, there has been continued upsurge of substandard and falsified (SF) medical products, especially those that claimed to be a possible treatment for the disease (e.g., azithromycin, chloroquine, and hydroxychloroquine), and which the PAD can be used to screen the products for quality. With the help of appropriate analytical techniques and methodologies, a preliminary laboratory study was conducted on all the samples used in the performance validation of the PAD to ascertain the quality status of each sample prior to the validation study on the PAD. The validation study was performed on the PAD by three different scientists using three different brands each of seven finished dosage forms (FDFs), their respective active pharmaceutical ingredients (APIs), SF formulations, and selected fillers (pharmaceuticals excipients). Upon evaluation of all data generated by the three scientists at the end of the validation study, the PAD was determined to be effective in identifying the active ingredients in all the samples collected for evaluation. The technology was also able to detect fillers such as corn starch present in some of the FDFs and formulations labeled to contain them. Results of the laboratory identification tests performed were consistent with those obtained with PAD by all three scientists. All SF formulations were prepared as per the study protocol, and all falsified formulations were correctly identified as falsified by the PAD. However, the PAD was incapable of distinguishing between substandard or degraded formulations (even those with 50% APIs) and good quality products and formulations and their respective pure APIs, making it impossible for the technology to be used to screen substandard products. Only falsified products were able to be identified correctly.
DPAL project is published in J. Chem. Ed, congratulations to Sarah Bliese!
Sarah Bliese and Margaret Berta's paper on the distributed pharmaceutical analysis lab (DPAL) was just published in J. Chem. Ed.
The distributed pharmaceutical analysis laboratory (DPAL) is a collaboration between 30 academic institutions around the world, whose goal is to determine the quality of medicines collected from partner organizations in low- and middle-income countries (LMICs). The distributed pharmaceutical analysis lab project aims to make analytical capacity at colleges and universities around the world available to carry out preliminary HPLC tests of medicines purchased in LMICs.Over a thousand samples have been analyzed through DPAL in the last three years, and 168 samples with quality problems have been discovered, including falsified acetaminophen, adulterated amoxicillin-clavulanate and doxycycline, and substandard losartan.…