Digital Commons Network^™

A Balancing Act: Amyloid-Β, Tau, And Excitation-Inhibition In Alzheimer's Disease, Manuel Silva-Pérez, Jeannie Chin

Faculty, Staff and Students Publications

A growing body of evidence shows that epileptic activity is frequently observed in patients with Alzheimer's disease (AD), implicating underlying excitatory–inhibitory imbalance. The distinction of whether the AD-epileptic phenotype represents a subset of patients or an underdiagnosed manifestation holds major therapeutic implications. Here, we quantified the excitatory–inhibitory imbalance in AD patients using magnetoencephalography and examined the relationships to AD pathophysiology—amyloid-beta and tau, and to epileptic activity. We used two metrics to quantify regional excitatory–inhibitory imbalance distinguishing between local hyperexcitability (Neural excitability, quantified by regional aperiodic spectral slope) and aberrant long-range synaptic input integration (Neural fragility, quantified by …

Case Report: Molecular Diagnostics And Clinical Courses Of Two Adult Spinal Pilocytic Astrocytoma Long-Term Survivors With Gtf2i::Braf Fusion, Lorenzo Argao, Pinar E Zerk, Hsiang-Chih Lu, Zied Abdullaev, Martha Quezado, Michelle L Cassidy, Bennett Mclver, Anna Choi, Marissa Panzer, Renee Tweneboah-Koduah, Lily Polskin, Marta Penas-Prado, Paul Park, Nathan Clarke, Kenneth Aldape, Jacob Mandel, Byram H Ozer

Faculty, Staff and Students Publications

Introduction: Pilocytic astrocytomas are driven by BRAF and mitogen-activated protein kinase (MAPK) alterations, typically KIAA1549::BRAF fusions. A rare GTF2I::BRAF fusion has been described, but little is known about these cases.

Case report: Here, we report two cases with GTF2I::BRAF fusions. Case 1 is a 36-year-old man initially diagnosed with myxopapillary ependymoma at the conus medullaris with three recurrences over 23 years requiring two surgeries, three rounds of radiation therapy, and one round of lapatinib/temozolomide. A distant disease focus in T3/T4 was sampled and tested with modern diagnostic techniques revealing a pilocytic astrocytoma on histology and methylation profiling. The patient has …

Age-Related Variations Of The Hemodynamic Response Function Spatially Resolved Across Human Cerebral Cortex, Nooshin J Fesharaki, Amanda Taylor, David Ress

Faculty, Staff and Students Publications

Normal aging leads to regional vascular and neural alterations. Age-related impairments in neurovascular coupling (NVC) affect the blood-oxygen-level-dependent (BOLD) hemodynamic response function (HRF) measured with functional magnetic resonance imaging, causing changes in both amplitude and temporal dynamics. Previously, global, systematic age-related changes in HRF characteristics were demonstrated, consistent with known microvascular aging effects. In this follow-up study, a standard space was used to compare spatially resolved cortical HRF dynamics between sex-balanced groups of young and older adults. The results showed substantial age-related differences in both HRF amplitude and timing across distinct cortical regions. Nearly twice as much cortical area exhibited …

Conventional Versus Advanced Imaging Selection For Endovascular Treatment Of Basilar Artery Occlusion Strokes, Huanwen Chen, Marco Colasurdo, Hidetoshi Matsukawa, Conor Cunningham, Ilko Maier, Sami Al Kasab, Pascal Jabbour, Joon-Tae Kim, Stacey Quintero Wolfe, Ansaar Rai, Robert M Starke, Marios-Nikos Psychogios, Edgar A Samaniego, Nitin Goyal, Shinichi Yoshimura, Hugo Cuellar, Jonathan A Grossberg, Ali Alawieh, Ali Alaraj, Mohamad Ezzeldin, Daniele G Romano, Omar Tanweer, Justin Mascitelli, Isabel Fragata, Adam Polifka, Fazeel Siddiqui, Joshua Osbun, Roberto Crosa, Charles Matouk, Min S Park, Michael R Levitt, Waleed Brinjikji, Mark Moss, Travis Dumont, Ergun Daglioglu, Richard Williamson, Pedro Navia, Reade De Leacy, Shakeel Chowdhry, David J Altschul, Alejandro M Spiotta, Peter Kan

Faculty, Staff and Students Publications

Introduction: Endovascular thrombectomy (EVT) is an effective treatment for basilar artery occlusion (BAO) stroke in select patients. While there is a growing body of literature suggesting that advanced imaging modalities such as computed tomography perfusion (CTP) and magnetic resonance (MR) may not be necessary for selecting anterior circulation large vessel occlusion stroke patients for EVT, whether advanced imaging may be superior to conventional imaging (non-contrast CT and CT angiography) in identifying good treatment candidates among BAO patients is less clear.

Patients and methods: This was a multicenter retrospective cohort study of BAO EVT patients treated from 2013 to 2022 in …

Hemispherotomy For Drug-Resistant Epilepsy In A Low-Resource Setting: Surgical Outcomes And Quality Of Life In 23 Children Treated In A Hybrid Program In Panama, Emmajane G Rhodenhiser, David Bonda, Carmen Baez, Hannah K Weiss, Yosef Dastagirzada, Guzman Aranda, Laurent Bruggeman, Ameeta Grover, Shaun D Rodgers, Ruben Kuzniecky, Yvonne Zelenka-Kuzniecky, Howard L Weiner, Eveline Teresa Hidalgo

Faculty, Staff and Students Publications

Introduction: Hemispherotomy is an effective treatment for children with drug-resistant epilepsy (DRE). While hemispherotomy techniques and indications have evolved, access remains predominantly constrained to high-resource settings.

Methods: We performed a retrospective analysis of children who underwent hemispherotomy from 2011 to 2023 by a hybrid team, including local Panamanian and US neurologists, neurosurgeons, and EEG technicians and analyzed surgical, epilepsy, and quality of life (QoL) parameters. Follow-up data were collected according to the International Consortium for Health Outcomes Measurement (ICHOM) guidelines for children with epilepsy.

Results: Twenty-three children underwent hemispherotomy. The median age at surgery was 10 years (range 2-20). The …

The Role Of Hospitality In Neurosurgery, Yosef M Dastagirzada, Howard L Weiner

Faculty, Staff and Students Publications

Background: "Business, like life, is all about how you make people feel. It's that simple and it's that hard" says Danny Meyer, the restauranteur and CEO of the Union Square Hospitality Group in New York. Similarly, Maya Angelou famously said that people will never forget how you made them feel, though they may forget what you said or did. In neurosurgery, we are doing two things at once: something very technical and something very human. The core thesis of this hospitality philosophy is that whereas the technical aspect of our job is critically important, it represents 49% of our success. …

Comparative Outcomes Of Robotic Single-Port Vnotes Versus Robotic-Xi Assisted Single-Incision Transumbilical Surgery For Hysterectomy, Qiannan Yang, David Pasternak, Chunhua Zhang, Xiaoming Guan

Faculty, Staff and Students Publications

Introduction: This study was to evaluate the safety and feasibility of robotic single-port transvaginal natural orifice transluminal endoscopic surgery (RSP-vNOTES) compared with robotic Xi-assisted single-incision transumbilical surgery (RXi-SITS) for hysterectomy.

Method: A total of 405 patients was retrospectively analyzed, comprising 278 individuals who underwent RXi-SITS hysterectomy and 127 who underwent RSP-vNOTES hysterectomy.

Results: A significantly higher prevalence of endometriosis-associated concomitant procedures, including ovarian cystectomy, lesion excision, adhesiolysis, appendectomy, bowel shaving, and bowel oversew, was observed among patients undergoing RSP-vNOTES (all p < 0.05). The RXi-SITS group saw uterosacral ligament suspension and ovarian vein ligation more commonly performed (both p < 0.05). A multivariable linear regression approach was employed to account for heterogeneity in procedural complexity. Following multivariable adjustment, estimated blood loss, hysterectomy time, and postoperative pain outcomes were comparable between the two surgical approaches. In contrast, multivariable linear regression accounting for concomitant procedures demonstrated that the RXi-SITS approach was independently associated with a significantly prolonged total operative time, with an adjusted mean increase of 21.8 min compared with RSP-vNOTES (B = 21.83; 95% CI: 6.05-37.61; p = 0.007). This is despite unadjusted analyses showing a longer median operative time in the RSP-vNOTES group …

Astrocytic Sox9 Overexpression In Alzheimer’S Disease Mouse Models Promotes Aβ Plaque Phagocytosis And Preserves Cognitive Function, Dong-Joo Choi, Sanjana Murali, Wookbong Kwon, Junsung Woo, Eun-Ah Christine Song, Yeunjung Ko, Debosmita Sardar, Brittney Lozzi, Yi-Ting Cheng, Michael R Williamson, Teng-Wei Huang, Kaitlyn Sanchez, Joanna Jankowsky, Benjamin Deneen

Faculty, Staff and Students Publications

Astrocytes play essential roles in the brain, and their dysfunction is associated with nearly every form of neurological disease. Despite their ubiquity, knowledge of how astrocytes contribute to disease pathogenesis is incomplete; accordingly, harnessing their biology toward therapeutics remains a major challenge. Here we show that the transcription factor Sox9 plays a context-specific role in maintaining astrocyte function and circuit activity in the aging hippocampus and Alzheimer's disease (AD) models. We found that Sox9 overexpression in astrocytes in AD models clears existing amyloid beta (Aβ) plaques and preserves cognitive function. Mechanistically, Sox9 promotes the phagocytosis of Aβ plaques by astrocytes …

Time Pressures And Sociocultural Constraints Affecting Access To Early Abortion Care Under Texas' "6-Week" Ban, Kari White, Whitney Arey, Anna Chatillon, Anitra D Beasley, Cecili Chadwick, Asha Dane'el, Ophra Leyser-Whalen, Tracy A Weitz

Faculty, Staff and Students Publications

Introduction: In 2021, Texas Senate Bill 8 (SB8) prohibited abortion after detection of embryonic cardiac activity and was often referred to as a "6-week ban." Limited evidence exists about how these laws intersect with people's processes seeking pregnancy confirmation and navigating barriers to abortion care.

Methods: Between October 2021 and August 2022, we recruited Texans ≥ 15 years of age who were seeking abortion using online ads and flyers placed in out-of-state abortion-providing facilities. Participants completed in-depth interviews, and we coded transcripts using inductive and deductive coding. This analysis explores participants' discussions of time needed for pregnancy confirmation, decision making, …

Using Lotilaner Ophthalmic Solution, 0.25% To Treat Demodex Blepharitis In Patients Who Were Initially Misdiagnosed: A Case Series, Laura M Periman, Richard Lindstrom, Paul Karpecki, Brandon Ayres, Eric Donnenfeld, Marjan Farid, Ian Benjamin Gaddie, Preeya K Gupta, Selina Mcgee, Kelly K Nichols, Stephen Pflugfelder, Christopher E Starr, Nandini Venkateswaran, Elizabeth Yeu, Cecelia Koetting

Faculty, Staff and Students Publications

Introduction: Demodex blepharitis (DB) is a chronic ocular inflammation caused by Demodex mite infestation of the eyelid. DB is often misdiagnosed, as some of its clinical findings and patient-reported outcomes overlap with those of other ocular surface diseases. The Demodex Expert Panel on Treatment and Eyelid Health (DEPTH) has reached consensus on the symptomatology, diagnosis, and treatment of DB. Consensus findings from the DEPTH group include that collarettes are pathognomonic for DB and that lotilaner ophthalmic solution, 0.25%, the first and only FDA-approved treatment for DB, should be the first-line treatment for the disease. This case series highlights two instances …

Updates In Mycobacterial Keratitis Diagnosis And Treatment, Uma L Balakrishnan, Ryan T Wallace, Patricia Chévez-Barrios, Alejandro Arboleda, Masih U Ahmed

Faculty, Staff and Students Publications

Mycobacterial keratitis is an uncommon but challenging form of infectious keratitis, often associated with postsurgical eyes. Clinical presentation is variable and may be difficult to recognize, resulting in delays in diagnosis and challenges in management. Traditional diagnostic techniques from corneal scrapings are limited by slow organism growth and may yield negative results. Treatment is challenging due to antimicrobial resistance and typically requires prolonged multidrug therapy. Advances in diagnostic modalities, antimicrobial therapies, surgical approaches, and adjunctive treatments such as corneal crosslinking have improved clinicians' ability to mitigate or avoid severe visual consequences. Despite these developments, optimal management strategies remain incompletely defined, …

Combination Therapy With 308-Nm Excimer Laser, Compound Glycyrrhizin, And Tacrolimus For Pediatric Facial And Cervical Vitiligo, Yingying Qian, Yafen Wu, Wei Li, Qian Chen, Siyuan Song, Ting Zhang

Faculty, Staff and Students Publications

Background: Vitiligo is a common acquired depigmenting disorder in pediatric dermatology. Facial and cervical involvement is particularly distressing due to cosmetic disfigurement, leading to psychosocial impairment in children and significant psychological burden for parents. Safe and effective treatment strategies to halt disease progression and promote repigmentation are urgently needed.

Objective: To evaluate the clinical efficacy, onset of repigmentation, safety, and repigmentation patterns of 308-nm excimer laser combined with oral compound glycyrrhizin and topical 0.03% tacrolimus in children with facial and cervical vitiligo.

Methods: A total of 112 pediatric patients were randomized into two groups: treatment group (n=56, 86 lesions) received …

Common And Recurrent Dysregulated Molecular Network Of Placental Hypoxia And Associated Vasculogenesis And Angiogenesis In Fetal Growth Restriction, Wei Li, Xiaoyi Bai, Oi Ka Chan, Maran Bo Wah Leung, So Ling Lau, Chi Chiu Wang, Tak Yeung Leung

Faculty, Staff and Students Publications

Fetuses with fetal growth restriction (FGR) and selective FGR (sFGR) face elevated health risks both before and after birth. Although the underlying pathomechanisms remain unclear, placental dysfunction is recognized as a major contributing factor. By integrating untargeted transcriptomic data from FGR/sFGR placentae, this study identified 69 differentially expressed mRNAs (DEmRs) and eight differentially expressed miRNAs (DEmiRs). Functional enrichment analysis demonstrated significant enrichment in the angiogenesis and vasculogenesis pathways, with the hypoxia-related genes

Dynamic Progression Of Ectopic Lymphoid Structure Formation In Lacrimal Glands Of A Sjögren’S Disease Murine Model, Sara Abdelhamid, Alison V Ramirez, Emre Aksan, Elizaveta A Demianova, Cintia S De Paiva, Maria C Edman, J Andrew Mackay, Sarah F Hamm-Alvarez

Faculty, Staff and Students Publications

Background: Sjögren's Disease (SjD) is a chronic autoimmune condition characterized by lymphocytic infiltration of lacrimal glands (LG) and salivary glands (SG). In SG, these immune structures have properties of ectopic lymphoid structures (ELS) and appear to play a critical role in disease pathology. While the presence of ELS in patients' SG biopsies is linked to disease severity, their presence and composition in LG has not been well characterized.

Methods: The properties and time course of apparent ELS development in LG from the male non-obese diabetes free (NOR) sub-strain of the Non-Obese Diabetic (NOD) mice was investigated at stages encompassing early …

Non-Congenital Hsv-1 Keratitis In An Immunocompetent 9-Month-Old Infant, Caleb A Casanova, Stephanie Trejo Corona, Stephen F Pflugfelder

Faculty, Staff and Students Publications

Isolated, non-congenital herpes simplex virus type 1 (HSV-1) keratitis in immunocompetent infants is exceedingly rare and may be easily misdiagnosed, leading to delays in appropriate antiviral therapy. This case is unique in that it describes HSV-1 keratitis in a healthy 9-month-old infant presenting without systemic illness, initially treated as bacterial conjunctivitis. The patient presented with unilateral eye pain, redness, and corneal opacification. Subsequent evaluation revealed HSV-1 keratitis, and the patient was treated with intravenous acyclovir in combination with topical moxifloxacin and topical ganciclovir, resulting in complete resolution of symptoms within one week. This case adds to the limited literature on …

A Comparative Analysis Of The Sport Mental Health Assessment Tool (Smhat-1) Between Paediatric And Adult Olympic And Paralympic Athletes, Ashley N Triplett, Travis Anderson, Eric G Post, Jessica Bartley, Jeffrey S Shilt, Eric L Dugan, Amber Donaldson, Jonathan Finnoff, William M Adams

Faculty, Staff and Students Publications

Objective: To determine if paediatric athletes exhibit differences in positive screenings on the Sport Mental Health Assessment Tool (SMHAT-1) compared with adults.

Methods: Team USA Olympic and Paralympic paediatric athletes ≤21 years (n=589; 58.8% female; age=19.5±1.7 years) completed the SMHAT-1 between January 2021 and September 2024. A comparative sample of Team USA adult athletes (n=493, 54.2% female; age=27.3±4.9 years) matched for sex and sport was randomly sampled, and the percentage of athletes with a positive screening on each questionnaire was calculated. χ2 analysis compared the proportion of positive screenings between paediatric and adult samples. Piecewise linear regression assessed the association …

Professionalism In Practice: A Novel Approach To Integrating Small Doses Of Case-Based Professionalism Education Into Monthly Grand Rounds., Allison H Taylor, Andrew Caruso, Kelley Arredondo, Ellen M Friedman, Stacey R Rose

Faculty, Staff and Students Publications

Introduction: Professionalism is a critical construct across the health professions, though learners and faculty report feeling underprepared to navigate difficult situations; education in professionalism is challenged by the absence of a universal definition, time constraints due to overcrowded curricula, and the lack of consistent messaging to learners and faculty.

Methods: Professionalism in Practice (PiP) was developed to provide small doses (∼5 minutes) of case-based professionalism education as part of an existing educational forum (Grand Rounds) to optimize attendance of both learners and faculty. Each vignette highlighted a common professionalism challenge and was aligned with an AAMC professional competency. Sessions were …

A Strategy To Identify Biliary Atresia Efficiently: A Perspective From A Texas Center, Sanjiv Harpavat, Tebyan A Rabbani, Ashley M Upton, Sridevi Devaraj, Jose A Hernandez, Benjamin L Shneider

Faculty, Staff and Students Publications

Infants with biliary atresia are often diagnosed after 60 days of life because the disease is difficult to detect in its early stages. However, infants treated before 30-45 days of life have the best long-term outcomes. To help accelerate the biliary atresia diagnosis, we have developed a streamlined strategy that involves two sequential tests: (1) direct or conjugated bilirubin measurements and (2) a feeding abdominal ultrasound exam. In this review, the strategy is shared to encourage others to provide feedback as well as to consider incorporating portions into their own clinical workflows.

Developing And Evaluating A Young Adult Peer Mentor Training Program, Beth H Garland, Demonica L Jones, Cassandra J Enzler, Jean L Raphael, Albert C Hergenroeder, Rachel S Wolfe, Sarah C Graham, Constance M Wiemann

Faculty, Staff and Students Publications

Improving self-management skills for adolescents and emerging adults (AEA) with chronic health conditions is critical for successful transition to adult-based care. Peer-mentoring has been effective in improving the self-management skills of AEA. However, the components of training a successful young adult peer mentors (YAPM), especially interpersonal aspects of the role, such as communication skills and navigating mentee ambivalence are not well understood. This descriptive study created and pilot-tested a training curriculum for YAPM as part of a larger study to build self-management skills in the context of healthcare transition from pediatric to adult care. Five YAPM completed the training curriculum. …

When Targeted Gene Testing Falls Short: Case Report Of A Novel Slc4a3 F347s Genetic Variant Associated With Short Qt Syndrome, Chelsea A Boyd, Tyler J Novy, Taylor A Beecroft-Dawson, Connor A Bell, Emily M Bland, Christina Y Miyake

Faculty, Staff and Students Publications

No abstract provided.

Host- And Pathogen-Related Determinants Of Pulmonary Versus Extrapulmonary Tuberculosis, Begna Tulu, Thomas Theo Brehm, Reinout Van Crevel, Tobias Dallenga, Andrew R Dinardo, Keertan Dheda, Johanna Eggeling, Wendemagegn Enbiale, Matthias I Gröschel, Jialun Hao, Vinod Kumar, Arjan Van Laarhoven, Rolanda Londt, Gareth Prosser, Philippa Randall, Norbert Reiling, Jan Rybniker, Ulrich E Schaible, Erwin Schurr, Isabelle Suarez, Sebastian J Theobald, Robert J Wilkinson, Christoph Lange

Faculty, Staff and Students Publications

Tuberculosis (TB) primarily manifests as pulmonary TB (PTB), but extrapulmonary TB (EPTB) remains a major clinical challenge. Distinct diagnostic and therapeutic difficulties arise from differences in immune responses, pathogen behaviour and host susceptibility. However, the factors driving disease localisation are still incompletely understood. We conducted a comprehensive narrative review of studies examining differences between PTB and EPTB in terms of epidemiology, mycobacterial factors, genetic and epigenetic determinants, host immune responses, transcriptomic profiles, cytokine and chemokine patterns, and immunophenotypes. EPTB is more common among females, children, older adults and immunocompromised individuals with deficient granuloma formation. This review is intended to provide …

Larval Crowding In Culex Pipiens Generates Cumulative Cascading Effects Under Changing Environmental Conditions, Sengul Talay, Zafer Sakaci, Michele C. Weigle, Bugrahan Regaip Kilinc, Jenah Parman, Holly Gaff, Deniz Sirin, Bulent Alten, Dennis Bente, Sirri Kar

Computer Science Faculty Publications

Density-dependent population regulation is a fundamental driver in the population dynamics of living systems, ensuring a balanced and sustainable maintenance in nature. It has been suggested that the adverse developmental and morphological effect of high larval density in container mosquitoes represents a significant limiting factor for population density, and the need to investigate this possible importance within the framework of field-based principles has been emphasized. This semi-field study, conducted under the natural thermal regime and using a natural population in Turkish Thrace, aimed to examine the effects of non-food-limiting larval density (crowding effect) in the mosquito species, Culex pipiens ( …

Governing The Digital Commons, Madelyn Rose Sanfilippo, Brett Frischmann, Michael J. Madison, Katherine J. Strandburg

Faculty Publications

The digital commons, as the coproduction of data, digital cultural products, and community, raise a variety of governance issues. From questions of participation, including voice mechanisms, to the legitimacy of decision-making or ownership, to specific action arenas, governance is complex and dynamic, reflecting the characteristics of the networks in which these commons are situated. This mini-track explores governance challenges and solutions across an array of case studies to highlight governance failures and solutions, many of which focus on reconciling the intersections of different action arenas and aligning policies with contextual norms.

Adaptive Electric Vehicle Routing And Charging With Deep Reinforcement Learning, Mandana Farhang Ghahfarokhi, Hyoshin Park, Venktesh Pandey, Gyugeun Yoon

Engineering Management & Systems Engineering Faculty Publications

As electric vehicles (EVs) gain popularity, efficient routing and charging solutions remain challenging due to time-dependent travel variability, sparse charging infrastructure, and heterogeneous user preferences. To address these challenges, this paper introduces a decision-support system that integrates three complementary methods: Temporal Multimodal Multivariate Learning (TMML) for real-time characterization of travel time uncertainty, Time-Dependent Shortest Path (TDSP) for reliability-aware route choice, and Deep Q-Network (DQN) reinforcement learning for adaptive charging decisions in sparse infrastructure environments. TMML updates link-level travel time distributions in real-time through Bayesian inference with cluster-based propagation, reducing uncertainties across the network. TDSP leverages these updated distributions to estimate …

A. Vs. I In Ai: Is There A Threshold To "Engineered" Intelligence?, Joshit Mohanty

Engineering Management & Systems Engineering Faculty Publications

Despite artificial intelligence reshaping the world, its development generates uncertainties regarding future capabilities. AI simultaneously exists as an artifact of engineering design and as autonomous intelligence, creating an observer-participant feedback loop. This paper proposes that embodied AI faces a bandwidth-limited intelligence threshold T_h that it arises from B = min(C_sens,C_Act). However, Shannon capacity measures bits while intelligence operates on concepts, necessitating a dual-channel model separating physical bandwidth B_io from representational capacity B_rep. Intelligence emerges as multi-dimensional rather than scalar, with components exhibiting different bandwidth dependencies. Surpassing T_h requires either new sensing methods expanding B, enhanced representational frameworks, or reconceptualization within …

A Hybrid Response Surface Methodology And Machine Learning Framework For Quantifying Effects Of Physicochemical Parameters On Pfas Distribution, Harsh V. Patel, Jazmin Green, Hyoshin Park, Stephanie Luster-Teasley Pass, Renzun Zhao

Engineering Management & Systems Engineering Faculty Publications

Predicting PFAS adsorption across diverse adsorbents and environmental matrices remains challenging because adsorbent physicochemical properties, PFAS molecular descriptors, and operational conditions simultaneously influence adsorption. This study develops and evaluates a unified hybrid modeling framework that integrates Response Surface Model (RSM) with machine-learning algorithms to quantify how six key variables, surface area, Log K_ow, pH_pzc, pK_a, log dose, and log-initial concentration, affect PFAS distribution coefficients (Log K_d). A data set of more than 1000 adsorption observations spanning 15 PFAS compounds, multiple adsorbent types, and a broad operational range was compiled and preprocessed using …

Technological Interventions For Reducing Climate Change Impacts On Health: An Overview Of Future Possibilities, Sujatha Alla, Vijay Kumar Chattu, Bawa Singh

Engineering Management & Systems Engineering Faculty Publications

Globally, over five million deaths annually are attributed to extreme weather events exacerbated by climate change, such as heatwaves, hurricanes, wildfires, droughts, and floods, which create health crises and economic losses. The 2015 Paris Declaration emphasized climate technology mechanisms, including research and development, to enhance resilience and reduce greenhouse gas emissions. Biotechnological advancements have mitigated about 20% of economic losses since the 1960s, highlighting technology’s potential to address climate-induced health risks.

A Three-Stage Causal Root-Cause Diagnostic Protocol For Nonstationary Industrial Time Series Data, Cansu Yalim, Resit Unal, Holly A. H. Handley

Engineering Management & Systems Engineering Faculty Publications

Predictive maintenance (PdM) systems effectively forecast failures, but they often fail to find root causes, particularly when system dynamics change over time. This limitation arises from applying static causal models or decoupled segmentation to handle nonstationary industrial time series. For regime-aware causal diagnostics and interventional effect estimation, we introduce a three-stage time-varying dynamic Bayesian network (TV-DBN) protocol. Using a minimum description length (MDL) objective that connects segmentation to mechanism changes, Stage I jointly infers change points and regime-specific graph structure. Stage II produces a completed partially directed acyclic graph (DAG) by orienting edges within each regime using a combination of …

Information-Theoretic Path Planning For Safe And Adaptive Nanobot Drug Delivery, Nagesh Bheesetty, John H. Park, Sujatha Alla, Winifred M. Lo, Aditya Nimmagadda, Mohamadmahdi Samandari, Jae H. Lee

Engineering Management & Systems Engineering Faculty Publications

We present a safe and efficient path planning framework for nanobot navigation in complex vascular networks, enabling precise drug delivery to hard-to-reach tumor regions such as those found in the lungs. The proposed method introduces a safe and efficient path planning strategy that integrates a utility-based function to balance two key goals: exploring uncertain areas to gather valuable information and avoiding hazardous regions to ensure safe and reliable delivery. We evaluate a simplified swarm-based nanobot navigation scenario using synthetic vascular maps that mimic the structural complexity of lung tumor blood vessels. Environmental uncertainty is modeled from vessel topology, blockage density, …

A Sysml V2 Metamodel For -Ilities: Application To A Digital Twin Complex System, Pacifique Munezero, Holly Ann Heine Handley

Engineering Management & Systems Engineering Faculty Publications

Multidisciplinary knowledge and exchange of information are two of the most important aspects of complex system design within digital engineering and model-based systems engineering (MBSE) environments. The next generation of systems modeling language, SysML v2, developed by the Object Management Group, improves the implementation and maturation of model-based approaches. This article focuses on using SysML v2 to model reusable parameterized templates for nonfunctional requirements, referred to as -ilities, to address how they can be treated with the same rigor as functional requirements and mapped directly and explicitly from the requirements engineering phase within digital engineering and MBSE environments. The selected …