Digital Commons Network^™

An Optimized Hybrid Xgboost-Lstm-Gru Model For Energy Consumption Forecasting In Smart Homes Using Weather Data, Marwah J. Salman, Eman M. El-Gendy, Amira Y. Haikal, Mahmoud M. Saafan

Mansoura Engineering Journal

Energy consumption is increasing every day due to the proliferation of smart homes and smart household appliances, which deplete existing energy resources. Therefore, efficient energy management by accurately predicting energy consumption is critical. In this paper, a hybrid prediction model is proposed to forecast energy consumption in smart homes using weather data. The proposed system follows five steps: data acquisition, data preprocessing, feature selection, prediction, and hyperparameter optimization. In the data acquisition step, all attributes except the weather attributes are removed. The min-max algorithm is then applied to normalize the dataset to a specific scale, preventing the prediction model from …

Proton Versus Photon Radiotherapy For Patients With Oropharyngeal Cancer In The Usa: A Multicentre, Randomised, Open-Label, Non-Inferiority Phase 3 Trial, Steven J Frank, Paul M Busse, J Jack Lee, David I Rosenthal, Mike Hernandez, David M Swanson, Adam S Garden, G Brandon Gunn, Samir H Patel, James W Snider, Daniel J Ma, Jason K Molitoris, Nancy Y Lee, Upendra Parvathaneni, Mark W Mcdonald, Noah S Kalman, Alexander Lin, Nasiruddin Mohammed, Christina Henson, Christian Hyde, Gopal K Bajaj, Sanford R Katz, Roi Dagan, William H Morrison, Jay P Reddy, C David Fuller, Shalin J Shah, Jack Phan, Gregory M Chronowski, Lauren Mayo, Erich M Sturgis, Renata Ferrarotto, Xiaorong R Zhu, Xiaodong Zhang, Li Wang, Katherine A Hutcheson, Adel K El-Naggar, Amy C Moreno, Anna Lee, Michael T Spiotto, Neil D Gross, Stephen Y Lai, Jay J Liao, Jonathan Paly, Zhongxing Liao, Robert L Foote

Faculty, Staff and Student Publications

Background: Radiotherapy is an integral component of treatment for oropharyngeal cancer. Toxicity from the current state-of-the-art photon radiotherapy, intensity-modulated radiation therapy (IMRT), has prompted the search for alternative, less toxic therapies. One such alternative that might de-intensify treatment is proton therapy. In this trial, we aimed to directly compare IMRT with intensity-modulated proton therapy (IMPT), both concurrent with systemic therapy, hypothesising comparable disease control and survival and lower toxicity.

Methods: This randomised, multicentre, open-label, non-inferiority, phase 3 trial was conducted in 21 sites (cancer centres or universities) in the USA. Patients (aged ≥18 years) with stage III or stage IV …

Antibacterial Peptides From Soybean (Glycine Max (L.) Merr.) With In Silico Study Against Escherichia Coli Bacteria, Dian Riana Ningsih, Ely Setiawan, Purwati Purwati, Zusfahair Zusfahair, Anita Hindayanti Rukmana

Karbala International Journal of Modern Science

Bioactive peptides are produced from soy milk protein hydrolysis using trypsin. The research began with the preparation and separation of soy milk protein, followed by fractionation using ammonium sulphate, protein hydrolysis, and SDS-PAGE analysis of protein hydrolysates. Fractions exhibiting the highest degree of hydrolysis were further fractionated by SPE and tested to determine the antibacterial activity Staphylococcus aureus and Escherichia coli. The peptide sequence of the active peptide as an antibacterial was identified, employing LC-HRMS. The mode of action between active peptides and bacterial membran was analysed using molecular dynamics (MD) simulation. The findings displayed that F15 contained the highest …

Atlantic Goliath Grouper (Epinephelus Itajara) Neurocranium, Sierra Rafacz, Rileigh Gonzalez, Ema Nagel, Nicholas Burchett, David W. Kerstetter

All Scans: Kerstetter Fisheries and Avian Ecology 3D Scan Series

No abstract provided.

An Examination Of Lysine Acetylation In The Context Of Bacterial Metabolism, Translation, And Regulation Of Gene Expression, Thomas Patrick Bank

Dissertations

Post-translational modifications are a critical tool bacteria employ to survive the challenges of microbial life. Acetylation continues to gain more recognition as a modification of unique importance because the sources of acetylation – acetyl-phosphate and acetyl-coenzyme-A – are critical metabolites associated with central carbon metabolism, acetate overflow metabolism and acetate assimilation. This suggests that acetylation, indelibly coupled to metabolic flux, integrates metabolic sensing with any cellular process or pathway where an acetylation alters the function of a protein. Intuitively, this makes sense. Of course, a bacterial cell would coordinate any cellular process closely with the amount of energy available to …

Fish In An Aquaponics System, Amy M. Shambach, Rebecca M. Ward, J. Stuart Carlton, Kwamena K. Quagrainie, Tomas O. Höök

Supplementary Content for Aquaponics: Farming Fish and Growing Greens for Grades 9–12

This PowerPoint slide provides readers with information on fish in an aquaponics system. This book was published by the Purdue University Press. Copyright 2026.

Permission: Illinois-Indiana Sea Grant

Introduction To The Nitrogen Cycle, Amy M. Shambach, Rebecca M. Ward, J. Stuart Carlton, Kwamena K. Quagrainie, Tomas O. Höök

Supplementary Content for Aquaponics: Farming Fish and Growing Greens for Grades 9–12

This PowerPoint slide provides readers with an introduction to the Nitrogen cycle. This book was published by the Purdue University Press. Copyright 2026.

Permission: Illinois-Indiana Sea Grant

Information On Building An Aquaponics Business, Amy M. Shambach, Rebecca M. Ward, J. Stuart Carlton, Kwamena K. Quagrainie, Tomas O. Höök

Supplementary Content for Aquaponics: Farming Fish and Growing Greens for Grades 9–12

This PowerPoint slide provides readers with information on building an aquaponics business. This book was published by the Purdue University Press. Copyright 2026.

Permission: Illinois-Indiana Sea Grant

Anatomy Of An Aquaponics System, Amy M. Shambach, Rebecca M. Ward, J. Stuart Carlton, Kwamena K. Quagrainie, Tomas O. Höök

Supplementary Content for Aquaponics: Farming Fish and Growing Greens for Grades 9–12

This PowerPoint slide describes the anatomy of an aquaponics system. This book was published by the Purdue University Press. Copyright 2026.

Permission: Illinois-Indiana Sea Grant

How To Measure The Level Of Nitrogen In An Aquaponics System, Amy M. Shambach, Rebecca M. Ward, J. Stuart Carlton, Kwamena K. Quagrainie, Tomas O. Höök

Supplementary Content for Aquaponics: Farming Fish and Growing Greens for Grades 9–12

This PowerPoint slide shows readers how to measure the level of Nitrogen in an aquaponics system. This book was published by the Purdue University Press. Copyright 2026.

Permission: Illinois-Indiana Sea Grant

Plants In An Aquaponics System, Amy M. Shambach, Rebecca M. Ward, J. Stuart Carlton, Kwamena K. Quagrainie, Tomas O. Höök

Supplementary Content for Aquaponics: Farming Fish and Growing Greens for Grades 9–12

This PowerPoint slide provides readers with information on plants in an aquaponics system. This book was published by the Purdue University Press. Copyright 2026.

Permission: Illinois-Indiana Sea Grant

Additional Information About The Nitrogen Cycle And Population Dynamics, Amy M. Shambach, Rebecca M. Ward, J. Stuart Carlton, Kwamena K. Quagrainie, Tomas O. Höök

Supplementary Content for Aquaponics: Farming Fish and Growing Greens for Grades 9–12

This PowerPoint slide provides readers with additional information about the Nitrogen cycle and population dynamics. This book was published by the Purdue University Press. Copyright 2026.

Permission: Illinois-Indiana Sea Grant

Introduction To Aquaponics, Amy M. Shambach, Rebecca M. Ward, J. Stuart Carlton, Kwamena K. Quagrainie, Tomas O. Höök

Supplementary Content for Aquaponics: Farming Fish and Growing Greens for Grades 9–12

This PowerPoint slide provides readers with an introduction to aquaponics. This book was published by the Purdue University Press. Copyright 2026.

Permission: Illinois-Indiana Sea Grant

Clinical And Dosimetric Dataset Of Time-To-Event Normal Tissue Complication Probability For Osteoradionecrosis, Natalie A West, Serageldin Kamel, Andrew Wentzel, Zaphanlene Kaffey, Moamen Abdelaal, G Elisabeta Marai, Guadalupe Canahuate, Xinhua Zhang, Melissa M Chen, Kareem A Wahid, Jillian Rigert, Kristy K Brock, Mark Chambers, Adegbenga O Otun, Ruth Aponte-Wesson, Renjie He, Mohamed A Naser, Katherine A Hutcheson, Abdallah S R Mohamed, Lisanne V Van Dijk, Amy C Moreno, Stephen Y Lai, Clifton D Fuller, Laia Humbert-Vidan

Faculty, Staff and Student Publications

Osteoradionecrosis of the jaw (ORNJ) is a radiation-induced late toxicity that can dramatically decrease patients' quality of life. Recent increases in survival rates of head and neck cancers associated with human papillomavirus (HPV) infection have resulted in a higher frequency of radiation-induced toxicities, particularly ORNJ. Recent work with Normal Tissue Complication Probability (NTCP) models and a Weibull Accelerated Failure Time (WAFT) model have further developed our understanding of ORNJ clinical/dosimetric risk factors and longitudinal features, respectively. In this data descriptor, 1129 head and neck cancer (HNC) patients received curative intent radiotherapy (RT) at MD Anderson Cancer Center and were followed …

An Integrated Single-Cell And Spatial Transcriptomic Atlas Of Thyroid Cancer Progression Identifies Prognostic Fibroblast Subpopulations, Matthew A Loberg, George J Xu, Sheau-Chiann Chen, Hua-Chang Chen, Claudia C Wahoski, Kailey P Caroland, Megan L Tigue, Heather A Hartmann, Jean-Nicolas Gallant, Courtney J Phifer, Andres A Ocampo, Dayle K Wang, Reilly G Fankhauser, Kirti A Karunakaran, Chia-Chin Wu, Maxime Tarabichi, Sophia M Shaddy, James L Netterville, Sarah L Rohde, Carmen C Solórzano, Lindsay A Bischoff, Naira Baregamian, Barbara A Murphy, Jennifer H Choe, Jennifer R Wang, Eric C Huang, Quanhu Sheng, Luciane T Kagohara, Elizabeth M Jaffee, Ryan H Belcher, Ken S Lau, Fei Ye, Ethan Lee, Vivian L Weiss

Faculty, Staff and Student Publications

Although well-differentiated thyroid carcinoma (WDTC) is characterized by a robust treatment response, aggressive subtypes, such as anaplastic thyroid carcinoma (ATC), remain highly lethal. To understand thyroid cancer evolution in both children and adults, we analyzed single-cell transcriptomes of 423,733 cells from 81 samples and spatially resolved key tumor and microenvironment populations across 28 tumors with spatial transcriptomics, including rare and unique composite WDTC/ATC tumors and pediatric diffuse sclerosing thyroid carcinomas. Additionally, we identified gene signatures of stromal cell populations in 5 large thyroid cancer bulk RNA-sequencing cohorts. Through this multi-institutional effort, we defined a population of POSTN+ myofibroblast cancer-associated fibroblasts …

Animal Taxa Threatened By Adverse Fire Regimes In Western Australia: A Synthesis And Outlook, Tim S. Doherty, Mark G. Allen, Karlene Bain, Stephen Beatty, Allan H. Burbidge, Renee A. Catullo, Sarah Comer, Ben Corey, Saul J. Cowen, Robert A. Davis, Martin A. Dziminski, J. Anthony Friend, Bruce Greatwich, Mark S. Harvey, Hannah Killian, Michael E. Klunzinger, Damian C. Lettoof, Nicola J. Mitchell, Melinda Moir, Harry A. Moore, David L. Morgan, Ian J. Radford, Michael J. Rix, Tom Vigilante, Adrian F. Wayne, Corey Whisson, Nicole Willers, Matthew R. Williams

Natural Resources Research Articles

Adverse fire regimes threaten biodiversity, potentially leading to population declines and increased extinction risk. Understanding how varying fire regimes affect threatened species is essential for effective ecosystem management, including in Western Australia where diverse ecosystems are exposed to wildfires, Indigenous burning, and prescribed fire. We compiled and synthesised data on the threat of adverse fire regimes to threatened animal taxa in Western Australia. Using a threat classification scheme, we ranked adverse fire regimes as having either no, low, medium, high, or unknown impact on each taxon. A total of 212 taxa were reviewed, 153 (72%) of which are considered fire-threatened: …

The Nutritional Environment And Food Access Of Female Athletes At Hbcus: A Qualitative Analysis, Nancy A. Uriegas, Zachary K. Winkelmann Ph.D., Lat, Atc, Chse, Dawn M. Emerson, Toni Torres-Mcgehee Ph.D., Lat, Atc, Facsm

Faculty Publications

Purpose:

Female student-athletes attending Historically Black Colleges and Universities (HBCUs) may encounter distinct challenges related to food access, particularly when their campuses are situated in areas with limited food availability. This study assessed food security (FS) and explored the lived experiences of HBCU female student-athletes regarding their food environments and access to nutrition.

Methods:

This qualitative study used a semi-structured interview protocol derived from quantitative data. Participants were 10 HBCU female athletes (age = 19 ± 1 years) living in on-campus dormitories; recruited after completing a quantitative study examining energy needs. The three-part semi-structured interview protocol included questions about personal …

Oer Textbook Review For Human Inheritance - Chromosomes, Genes, And Traits - An Introduction To Genetics, Maria Lazebnik

Open Educational Resources Publications

This review evaluates the adoption and classroom integration of the open educational resource Chromosomes, Genes, and Traits: An Introduction to Genetics for NAS322: Human Inheritance. The instructor found the OER to be comprehensive, accurate, and well aligned with core human genetics concepts, though some content areas—particularly mutations and certain visual diagrams—required supplementation or revision. The flexibility of the OER allowed for significant reorganization, modular use, and removal of non-human examples to better suit course objectives. Integration into Brightspace improved accessibility, reduced student confusion around textbook requirements, and enhanced engagement through direct linking and built-in quizzes. Compared to the previously used …

Metacommunity Coupled Epidemiological And Biophysical Modeling Of An Emergent Coral Disease, Benjamin Holmes Farmer

LSU Doctoral Dissertations

Emerging infectious diseases pose imminent risk to the marine realm and coral reefs in particular. Since its emergence in 2014, stony coral tissue loss disease (SCTLD) has dramatically reduced living coral cover in Florida and charted a similar course in the Caribbean. SCTLD is by far the most severe coral disease in history and has driven highly susceptible species to local extinction, yet the mechanisms driving the regional epizootic are not well understood. Here, we developed reef-scale parameterizations of disease spread using model sites in the lower Florida Keys, developed extensive metacommunity habitat maps for the US Caribbean, and then …

Defining Rna Oligonucleotides That Reverse Deleterious Phase Transitions Of Rna-Binding Proteins With Prion-Like Domains., Lin Guo, Jacob Mann, Jocelyn Mauna, Katie Copley, Hejia Wang, Jack Rubien, Cristian Bergmann, Jenny Carey, Jessica Merjane, Marilyn Ngo, Jiazhen Xu, Hana Odeh, Jiabei Lin, Bo Lim Lee, Laura Ganser, Emma Robinson, Kevin Kim, Anastasia Murthy, Tapas Paul, Bede Portz, Amanda Gleixner, Zamia Diaz, Ashleigh Smirnov, George Padilla, Ellen Lavorando, Carolann Espy, Yulei Shang, Eric Huang, Alessandra Chesi, Nicolas Fawzi, Sua Myong, Christopher Donnelly, James Shorter

Department of Biochemistry and Molecular Biology Faculty Papers

RNA-binding proteins (RBPs) with prion-like domains (PrLDs), such as FUS and TDP-43, condense into functional liquids, which can transform into pathological fibrils that underpin fatal neurodegenerative disorders, including amyotrophic lateral sclerosis (ALS)/frontotemporal dementia (FTD). Here, we define short RNAs that prevent FUS fibrillization by promoting liquid phases and distinct short RNAs that prevent and reverse FUS condensation and fibrillization. These activities require interactions with multiple RNA-binding domains of FUS and are encoded by RNA sequence, length, and structure. We define a short RNA that dissolves cytoplasmic FUS aggregates, restores nuclear FUS, and mitigates FUS toxicity in optogenetic models and ALS …

Multi-Institutional Normal Tissue Complication Probability (Ntcp) Prediction Model For Mandibular Osteoradionecrosis: Results From The Predmorn Study, Laia Humbert-Vidan, Christian R Hansen, Steven Petit, Carles Muñoz-Montplet, Katrina Hueniken, Abdallah S R Mohamed, Deborah P Saunders, Vinod Patel, Gerda M Verduijn, Wilma D Heemsbergen, Arjen Van Der Schaaf, Max Witjes, Suzanne P M De Vette, Mohammad Moharrami, Abdul A Khan, Jordi Marruecos Querol, Irene Oliveras Cancio, Mike Oliver, Peter Reich, Stacey A Santi, Andrew G Pearce, Stephen Y Lai, Andrew P King, Ali Hosni, Andrew J Hope, Erin E Watson, Johannes A Langendijk, Jørgen Johansen, Amy C Moreno, Clifton D Fuller, Lisanne V Van Dijk, Teresa Guerrero Urbano

Faculty, Staff and Student Publications

Purpose: Mandibular osteoradionecrosis (ORN) is a severe late complication affecting patients with head and neck cancer (HNC) treated with radiation therapy (RT) that significantly impacts patients' quality of life and can require costly interventions. Although radiation dose is a key factor, other clinical and demographic risk factors also influence ORN development. Previous predictive models have primarily been single-institutional, limiting their generalizability. In this first analysis from the PREDMORN Consortium, we have aimed to reproduce existing statistical association and modeling analyses on the largest and most diverse mandibular ORN cohort worldwide to allow comparison with previous studies.

Methods and materials: This …

Disparities In Cardiovascular Disease Burden Among Black And Hispanic Survivors Of Adolescent And Young Adult (Aya) Cancer, Tori Tonn, Maanvi Thawani, Margaret Mazer, Greg Aune, Debra Eshelman-Kent, Karen Albritton, Efstratios Koutroumpakis, Michael E Roth, Michelle A T Hildebrandt

Faculty, Staff and Student Publications

Background: Despite significant improvements in long-term survival outcomes for adolescents and young adults (AYAs) with cancer, common treatment regimens often pose substantial risks to the cardiovascular health of this survivor population. Differences in cardiovascular events by race/ethnicity and genetic ancestry within this at risk population remain unclear.

Methods: In this study, we investigated adverse cardiovascular outcomes in a diverse population of AYA cancer survivors (n = 346) treated at MD Anderson Cancer Center for Hodgkin lymphoma and sarcoma. Analysis was conducted by self-identified race/ethnicity and by genetic ancestry.

Results: Black and Hispanic survivors demonstrated the greatest burden of poor …

Classification Of Venomous Snakes In Thailand Based On The Melting Temperature Specificity Of Target Genes Using Sybr Green Real-Time Pcr, Sunutcha Suntrarachun, Tanapong Tawan, Lawan Chanhome

The Thai Journal of Veterinary Medicine

The SYBR Green real-time PCR was developed for the rapid and accurate classification of major venomous snakes in Thailand. The method relies on melting temperature (Tm) discrimination of target genes from mitochondrial ribosomes. Short single-stranded primers were designed to specifically amplify synthetic DNA of venomous snakes in a single reaction (singleplex), producing distinct melting peaks. Neurotoxic snakes such as cobras (Naja spp.), king cobra (Ophiophagus hannah) and kraits (Bungarus spp.) exhibited melting peaks ranging from 81.00 to 86.00°C, whereas hematotoxic snakes, including the Siamese Russell's viper (Daboia siamensis), Malayan pit viper (Calloselasma rhodostoma …

Analysis Of Lake Toba Ecoliteracy In High School Students, Jesika Aurelia Sianipar, B Manurung, Martina Asiati Napitupulu, Abdul Hakim Daulae

Jurnal Pendidikan Sains

The Lake Toba ecosystem is currently experiencing increasingly worsening quality degradation, so that instilling environmental awareness through ecoliteracy has become urgent in the world of education. This study aims to measure the ecoliteracy abilities of students at High School 1 Ajibata and High School 2 Balige by reviewing three main aspects: cognitive, affective, and behavioral. Additionally, it will analyze the differences in ecoliteracy levels between the two schools. The type of research used is ex post facto with a quantitative approach. Data were collected through test instruments for the cognitive aspect and questionnaires for the affective and behavioral aspects. The …

Dna Of Leadership To Guide Our Existential Purposes Toward Kindness, Hakan Kapucu

The Journal of Values-Based Leadership

This article examines the intersection of leadership and humanity’s quest for existential purpose, highlighting the role of human values such as kindness, empathy, respect, and ethics in guiding individuals toward meaning. It examines how existential purposes—shaped by philosophical, spiritual, social, and scientific perspectives—align with values that foster personal fulfillment and collective well-being. The article highlights the potential of leaders to address existential struggles, such as the dread of insignificance or isolation, by creating purpose-driven workplaces. Two leadership styles, servant leadership and technoversal leadership, are presented as exemplary models. Servant leadership prioritizes community, fostering environments where individuals discover purpose through shared …

Antimicrobial Resistance Of Cultivable Bacteria Isolated From Sorcerer’S Cave In Texas, Jennifer R. Huddleston, David E. Sanderson, Braden J. Smith, Joshua M. Brokaw, Evan M. Babb, Jeffrey T. Wooliscroft

International Journal of Speleology

Studying caves with minimal human contact offers insights into antimicrobial resistance before human influence. In this study, we isolated 315 bacterial strains from Sorcerer’s Cave in Texas and evaluated their resistance to seven common antimicrobials. Under half (41.4%) of the Gram-positive isolates and 68.4% of the Gram-negative isolates were resistant to three or more antimicrobials. The two most common genera identified were Pseudomonas and Bacillus. Compared to bacteria isolated in previous cave studies, Sorcerer’s Cave bacteria exhibited more extensive antimicrobial resistance. This study underscores the importance of minimally disturbed cave environments in advancing our knowledge of antimicrobial resistance present …

Sperm-Associated Antigen 6 (Spag6) As A Potential Marker Of Sperm Function In Diagnosing Male Infertility, Ibtisam A. Al-Ali,, Kawkab A. Alsaadi

Karbala International Journal of Modern Science

Background: While male infertility has become a significant global health concern, conventional analysis of semen has not made progress in the detection of contraindicated molecular biomarkers, such as sperm-associated antigen 6 (SPAG6), which is a protein involved in axonemal structure and flagellar motility.

Hypothesis: Expression of SPAG6 correlates with sperm motility and structural integrity. This means that its dysregulation may serve as a molecular indicator of impaired sperm performance.

Methods: A comprehensive review of recent studies was conducted with a focus on SPAG6’s molecular characteristics, expression patterns in normal versus abnormal spermatozoa, and the role it plays in motility-related …

Optimized Co2 Gas Sensing With Sns:Sm2o3/N-Si Nanocomposites Fabricated Via Spray Pyrolysis, Wasan A. Khalaf, Mays A. Hammadi, Mohammed J. Alsultani, Yahya R. Hathal, Mohammed O. Salman

Karbala International Journal of Modern Science

In this work, tin sulfide:samarium oxide (SnS:Sm₂O₃) composite films were deposited using a spray pyrolysis technique for room-temperature CO₂ gas sensing. X-ray diffraction (XRD) confirmed a polycrystalline SnS nature of orthorhombic-phase crystallinity at 10 at.% Sm ions, while 20 at.% Sm induced Sm₂O₃ as a separate phase. Field emission-scanning electron microscopy (FE-SEM) induced uniform grains and increased the surface roughness, enhancing gas adsorption. UV-visible absorbance revealed band-gap narrowing. Fourier transform infrared spectroscopy (FTIR) analysis revealed vibrational band shifts, confirming the structural modifications. Gas-sensing measurements demonstrated 5.72%, 19.65%, and 9.65% for pure SnS, …

The Role Of Extracellular Vesicles As Diagnostic Tools In Gut-Brain Axis Disorders, Patricia Marçal Da Costa, Paulo Iury Gomes Nunes, Gabriella Cunha Vieira Ciurleo, José Wagner Leonel Tavares Junior, Pedro Braga Neto, Ludmila Belayev, Reinaldo Barreto Oriá

School of Graduate Studies Faculty Publications

The gut–brain axis represents a dynamic two-way signaling network whose dysregulation has been implicated in a wide range of neurogastrointestinal disorders. In this context, extracellular vesicles (EVs) have emerged as critical mediators of intercellular signaling and as promising non-invasive biomarkers. Derived from host and microbial cells, EVs carry bioactive cargo—including proteins, lipids, nucleic acids, and metabolites—that reflect the physiological or pathological state of their cells of origin. Their ability to cross biological barriers, such as the blood–brain barrier, underscores their potential for diagnosing and monitoring gut–brain axis dysfunctions. In this mini-review, we integrate microbial and brain-derived EVs within the framework …

Thermodynamic Stability Modulates Chaperone-Mediated Disaggregation Of Α-Synuclein Fibrils, Celia Fricke, Antonin Kunka, Rasmus K Norrild, Shuangyan Wang, Thi Lieu Dang, Jonas Folke, Mohammad Shahnawaz, Claudio Soto, Susana Aznar, Anne S Wentink, Bernd Bukau, Alexander K Buell

Faculty, Staff and Student Publications

Aggregation of the intrinsically disordered protein alpha-synuclein into amyloid fibrils and their subsequent intracellular accumulation are hallmark features of several neurodegenerative disorders, including Parkinson's disease, for which no curative treatments currently exist. In this study, we investigate the relationship between fibril morphology, thermodynamic stability, and susceptibility to disaggregation by the human chaperone system comprising HSP70, DNAJB1, and Apg2. By varying assembly conditions and incubation times, we generated alpha-synuclein fibrils with diverse morphological and biochemical properties, including a broad range of thermodynamic stabilities, which we quantified using a chemical depolymerization assay. The chaperone system effectively disaggregated three of the four fibril …