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result(s) for
"Li, Manci"
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RT-QuIC detection of CWD prion seeding activity in white-tailed deer muscle tissues
by
Schwabenlander, Marc D.
,
Seelig, Davis
,
Jennelle, Christopher S.
in
631/1647
,
631/337
,
692/699
2021
Chronic wasting disease (CWD) is a prion disease circulating in wild and farmed cervid populations throughout North America (United States and Canada), Europe (Finland, Norway, Sweden), and South Korea. CWD is a long-term threat to all cervid populations and to cervid hunting heritage, with the potential to cause substantial economic losses across multiple sectors. In North America, hunting and farming industries focused on the processing and consumption of white-tailed deer (WTD) venison are particularly vulnerable to CWD prion contamination, as millions of WTD are consumed annually. Real-time quaking-induced conversion (RT-QuIC) is a highly sensitive assay amplifying misfolded CWD prions in vitro and has facilitated CWD prion detection in a variety of tissues and excreta. To date, no study has comprehensively examined CWD prion content across bulk skeletal muscle tissues harvested from individual CWD infected WTD. Here, we use RT-QuIC to characterize prion-seeding activity in a variety of skeletal muscles from both wild and farmed CWD-positive WTD. We successfully detected CWD prions in muscles commonly used for consumption (e.g., backstrap, tenderloin, etc.) as well as within tongue and neck samples of WTD. Our results suggest that CWD prions are distributed across the skeletal muscles of infected WTD. We posit that RT-QuIC will be a useful tool for monitoring CWD prions in venison and that the method (with additional protocol optimization and high-throughput functionality) could be used to reduce and/or prevent CWD prions from entering animal and human food chains.
Journal Article
Shedding and stability of CWD prion seeding activity in cervid feces
by
Henderson, Davin M.
,
Tyer, Margaret L.
,
Hoover, Edward A.
in
Animals
,
Biological Assay - methods
,
Biology and Life Sciences
2020
CWD is an emergent prion disease that now affects cervid species on three continents. CWD is efficiently spread in wild and captive populations, likely through both direct animal contact and environmental contamination. Here, by longitudinally assaying in feces of CWD-exposed white-tailed deer by RT-QuIC, we demonstrate fecal shedding of prion seeding activity months before onset of clinical symptoms and continuing throughout the disease course. We also examine the impact of simulated environmental conditions such as repeated freeze-thaw cycles and desiccation on fecal prion seeding activity. We found that while multiple (n = 7) freeze-thaw cycles substantially decreased fecal seeding activity, desiccation had little to no effect on seeding activity. Finally, we examined whether RT-QuIC testing of landscape fecal deposits could distinguish two premises with substantial known CWD prevalence from one in which no CWD-infected animals had been detected. In the above pilot study, this distinction was possible. We conclude that fecal shedding of CWD prions occurs over much of the disease course, that environmental factors influence prion seeding activity, and that it is feasible to detect fecal prion contamination using RT-QuIC.
Journal Article
Alu retrotransposons and COVID-19 susceptibility and morbidity
by
Schifanella, Luca
,
Larsen, Peter A.
,
Li, Manci
in
ACE protein
,
Bioinformatics
,
Biomedical and Life Sciences
2021
SARS-CoV-2 has spread rapidly across the world and is negatively impacting the global human population. COVID-19 patients display a wide variety of symptoms and clinical outcomes, including those attributed to genetic ancestry.
Alu
retrotransposons have played an important role in human evolution, and their variants influence host response to viral infection. Intronic
Alu
s regulate gene expression through several mechanisms, including both genetic and epigenetic pathways. With respect to SARS-CoV-2, an intronic
Alu
within the
ACE
gene is hypothesized to be associated with COVID-19 susceptibility and morbidity. Here, we review specific
Alu
polymorphisms that are of particular interest when considering host response to SARS-CoV-2 infection, especially polymorphic
Alu
insertions in genes associated with immune response and coagulation/fibrinolysis cascade. We posit that additional research focused on
Alu
-related pathways could yield novel biomarkers capable of predicting clinical outcomes as well as patient-specific treatment strategies for COVID-19 and related infectious diseases.
Journal Article
Multifaceted Role of Specialized Neuropeptide-Intensive Neurons on the Selective Vulnerability to Alzheimer’s Disease in the Human Brain
2024
Regarding Alzheimer’s disease (AD), specific neuronal populations and brain regions exhibit selective vulnerability. Understanding the basis of this selective neuronal and regional vulnerability is essential to elucidate the molecular mechanisms underlying AD pathology. However, progress in this area is currently hindered by the incomplete understanding of the intricate functional and spatial diversity of neuronal subtypes in the human brain. Previous studies have demonstrated that neuronal subpopulations with high neuropeptide (NP) co-expression are disproportionately absent in the entorhinal cortex of AD brains at the single-cell level, and there is a significant decline in hippocampal NP expression in naturally aging human brains. Given the role of NPs in neuroprotection and the maintenance of microenvironments, we hypothesize that neurons expressing higher levels of NPs (HNP neurons) possess unique functional characteristics that predispose them to cellular abnormalities, which can manifest as degeneration in AD with aging. To test this hypothesis, multiscale and spatiotemporal transcriptome data from ~1900 human brain samples were analyzed using publicly available datasets. The results indicate that HNP neurons experienced greater metabolic burden and were more prone to protein misfolding. The observed decrease in neuronal abundance during stages associated with a higher risk of AD, coupled with the age-related decline in the expression of AD-associated neuropeptides (ADNPs), provides temporal evidence supporting the role of NPs in the progression of AD. Additionally, the localization of ADNP-producing HNP neurons in AD-associated brain regions provides neuroanatomical support for the concept that cellular/neuronal composition is a key factor in regional AD vulnerability. This study offers novel insights into the molecular and cellular basis of selective neuronal and regional vulnerability to AD in human brains.
Journal Article
Detection and Decontamination of Chronic Wasting Disease Prions during Venison Processing
by
Bartz, Jason C.
,
Oh, Sang-Hyun
,
Lurndahl, Nicole
in
Animals
,
chronic wasting disease
,
Contamination
2025
Prion diseases, including chronic wasting disease (CWD), are caused by prions, which are misfolded aggregates of normal cellular prion protein. Prions possess many characteristics that distinguish them from conventional pathogens, in particular, an extraordinary recalcitrance to inactivation and a propensity to avidly bind to surfaces. In middle to late stages of CWD, prions begin accumulating in cervid muscle tissues. Those features collectively create scenarios in which occupational hazards arise for workers processing venison and pose risks to consumers through direct prion exposure through ingestion and cross-contamination of food products. In this study, we demonstrate that steel and plastic surfaces used in venison processing can be directly contaminated with CWD prions and that cross-contamination of CWD-negative venison can occur from equipment that had previously been used with CWD-positive venison. We also show that several decontaminant solutions (commercial bleach and potassium peroxymonosulfate) are efficacious for prion inactivation on those same surfaces.
Journal Article
A field-deployable diagnostic assay for the visual detection of misfolded prions
by
Schwabenlander, Marc D.
,
Rowden, Gage
,
Wolf, Tiffany M.
in
631/337/470/460
,
692/699/375/1937
,
Chronic wasting disease
2022
Diagnostic tools for the detection of protein-misfolding diseases (i.e., proteopathies) are limited. Gold nanoparticles (AuNPs) facilitate sensitive diagnostic techniques via visual color change for the identification of a variety of targets. In parallel, recently developed quaking-induced conversion (QuIC) assays leverage protein-amplification and fluorescent signaling for the accurate detection of misfolded proteins. Here, we combine AuNP and QuIC technologies for the visual detection of amplified misfolded prion proteins from tissues of wild white-tailed deer infected with chronic wasting disease (CWD), a prion disease of cervids. Our newly developed assay, MN-QuIC, enables both naked-eye and light-absorbance measurements for detection of misfolded prions. MN-QuIC leverages basic laboratory equipment that is cost-effective and portable, thus facilitating real-time prion diagnostics across a variety of settings. In addition to laboratory-based tests, we deployed to a rural field-station in southeastern Minnesota and tested for CWD on site. We successfully demonstrated that MN-QuIC is functional in a non-traditional laboratory setting by performing a blinded analysis in the field and correctly identifying all CWD positive and CWD not-detected deer at the field site in 24 h, thus documenting the portability of the assay. White-tailed deer tissues used to validate MN-QuIC included medial retropharyngeal lymph nodes, parotid lymph nodes, and palatine tonsils. Importantly, all of the white-tailed deer (n = 63) were independently tested using ELISA, IHC, and/or RT-QuIC technologies and results secured with MN-QuIC were 95.7% and 100% consistent with these tests for positive and non-detected animals, respectively. We hypothesize that electrostatic forces help govern the AuNP/prion interactions and conclude that MN-QuIC has great potential for sensitive, field-deployable diagnostics for CWD, with future potential diagnostic applications for a variety of proteopathies.
Journal Article
Standardization of Data Analysis for RT-QuIC-Based Detection of Chronic Wasting Disease
by
Schwabenlander, Marc D.
,
Wolf, Tiffany M.
,
Li, Manci
in
Alzheimer's disease
,
Amyloid
,
Antibodies
2023
Chronic wasting disease (CWD) is a disease affecting cervids and is caused by prions accumulating as pathogenic fibrils in lymphoid tissue and the central nervous system. Approaches for detecting CWD prions historically relied on antibody-based assays. However, recent advancements in protein amplification technology provided the foundation for a new class of CWD diagnostic tools. In particular, real-time quaking-induced conversion (RT-QuIC) has rapidly become a feasible option for CWD diagnosis. Despite its increased usage for CWD-focused research, there lacks a consensus regarding the interpretation of RT-QuIC data for diagnostic purposes. It is imperative then to identify a standardized and replicable method for determining CWD status from RT-QuIC data. Here, we assessed variables that could impact RT-QuIC results and explored the use of maxpoint ratios (maximumRFU/backgroundRFU) to improve the consistency of RT-QuIC analysis. We examined a variety of statistical analyses to retrospectively analyze CWD status based on RT-QuIC and ELISA results from 668 white-tailed deer lymph nodes. Our results revealed an MPR threshold of 2.0 for determining the rate of amyloid formation, and MPR analysis showed excellent agreement with independent ELISA results. These findings suggest that the use of MPR is a statistically viable option for normalizing between RT-QuIC experiments and defining CWD status.
Journal Article
Combining Molecular Biology and Data Science for Detection and Progression Analysis of Neurodegenerative Diseases
2024
Neurodegenerative diseases (NDDs), often characterized by misfolded proteins presenting in the brain, constitute a significant challenge to global health, affecting millions of lives worldwide. Despite the substantial strain these conditions exert on healthcare systems within human populations and the influence they extend on sectors such as agriculture and hunting heritage, effective management strategies have yet to be established. The advent of cutting-edge technologies in molecular biology, especially seed amplification assays (SAAs) for the ultrasensitive detection of misfolded proteins and single-cell sequencing methods for unparalleled resolution of neuronal heterogeneity, offer new avenues for research and hold great potential for enhancing our comprehension of NDDs. The overarching goal of this dissertation is to enhance our knowledge of NDDs by combining methods employed in molecular biology and data science. The first study reports on the identification of Chronic Wasting Disease (CWD) prion seeding activity in white-tailed deer muscle tissues via real-time quaking-induced conversion (RT-QuIC) assays and posits RT-QuIC and similar SAAs as viable tools for monitoring CWD prion spread in both animal and human food supplies. The objective of the second study is to characterize the altered expression of neuropeptides and their cognate receptors in the brain of Alzheimer’s Disease (AD) patients at the single-cell level. The result of this study highlights the potential of neuropeptide-based management strategies for AD and brings forth the hypothesis that neuropeptide production contributes to selective neuronal vulnerability and early pathogenesis in AD. The third study leverages an extensive dataset of spatiotemporal and multiscale transcriptome from 1,890 human brain samples to test the hypothesis at three distinct levels— cellular mechanisms, progression continuum of AD (time), and regional vulnerabilities (space), providing a comprehensive analysis of the alterations of neuropeptide expression across multiple dimensions of the disease. Based on the findings, this dissertation also synthesizes the final hypothesis, coined neuropeptide-mediated probabilistic vulnerability hypothesis for tau-related neurodegenerative diseases, that provides a unifying mechanistic connection across diverse etiologies and subtypes of NDDs involving tau misfolding. Collectively, this dissertation establishes a foundation for future studies aimed at exploring the intricate mechanisms at the core of NDDs and approaches for their diagnosis, prevention, and treatment.
Dissertation
AI-QuIC machine learning for automated detection of misfolded proteins in seed amplification assays
2025
Seed Amplification Assays (SAAs) detect misfolded proteins associated with neurodegenerative diseases, such as Alzheimer’s disease, Parkinson’s disease, ALS, and prion diseases. However, current data analysis methods rely on manual, time-consuming, and potentially inconsistent processes. We introduce AI-QuIC, an artificial intelligence platform that automates analyzing data from Real-Time Quaking-Induced Conversion (RT-QuIC) assays. Using a well-labeled RT-QuIC dataset comprising over 8000 wells, the largest curated dataset of its kind for chronic wasting disease prion seeding activity detection, we applied various AI models to distinguish true positive, false positive, and negative reactions. Notably, the deep learning-based
1
Multilayer Perceptrons (MLP) model achieved a classification sensitivity of over 98% and specificity of over 97%. By learning directly from raw fluorescence data, the MLP approach simplifies the data analytic workflow for SAAs. By automating and standardizing the interpretation of SAA data, AI-QuIC holds the potential to offer robust, scalable, and consistent diagnostic solutions for neurodegenerative diseases.
Journal Article
Visual detection of misfolded alpha-synuclein and prions via capillary-based quaking-induced conversion assay (Cap-QuIC)
2024
Neurodegenerative protein misfolding diseases impact tens of millions of people worldwide, contributing to millions of deaths and economic hardships across multiple scales. The prevalence of neurodegenerative disease is predicted to greatly increase over the coming decades, yet effective diagnostics for such diseases are limited. Most diagnoses come from the observation of external symptoms in clinical settings, which typically manifest during relatively advanced stages of disease, thus limiting potential therapeutic applications. While progress is being made on biomarker testing, the underlying methods largely rely on fragile and expensive equipment that limits their point-of-care potential, especially in developing countries. Here we present Capillary-based Quaking Induced Conversion (Cap-QuIC) as a visual diagnostic assay based on simple capillary action for the detection of neurodegenerative disease without necessitating expensive and complex capital equipment. We demonstrate that Cap-QuIC has the potential to be a detection tool for a broad range of misfolded proteins by successfully distinguishing misfolded versus healthy proteins associated with Parkinson’s disease ( α -synuclein) and Chronic Wasting Disease (prions). Additionally, we show that Cap-QuIC can accurately classify biological tissue samples from wild white-tailed deer infected with Chronic Wasting Disease. Our findings elucidate the underlying mechanism that enables the Cap-QuIC assay to distinguish misfolded protein, highlighting its potential as a diagnostic technology for neurodegenerative diseases.
Journal Article