Medical Specialties Commons^™

Epidemiology Of Stroke And Risk Factors In Punjab, Pakistan: A Comprehensive Hospital-Based Study, Saima Ahmad, Adnan Khan, Fatima Gul Chaudhary, Haseeb Manzoor, Hira Jamil, Hamid Mahmood, Kausar Tayyab, Uchechukwu Levi Osuagwu

Pakistan Journal of Neurological Sciences (PJNS)

Background and Objective

Stroke is a significant global health challenge, particularly burdening low- and middle-income countries where it leads to substantial mortality and disability-adjusted life years. The objective of this study was to investigate the prevalence of stroke and its subtypes among adults in Pakistan's Punjab region.

Methods

This retrospective hospital-based study was conducted at Lahore General Hospital in Punjab, Pakistan, serving as the primary referral center for stroke cases. Medical records from January 2019 to December 2020 were reviewed using the International Classification of Diseases. A structured data collection form captured demographics, stroke types, risk factors, medical histories, and …

Electrodiagnostic Patterns In Neuromuscular Disorders: A Retrospective Cross-Sectional Study From A Tertiary Care Hospital, Ayisha Farooq Khan, Sajid Hameed, Dureshahwar Kanwar, Sara Khan

Pakistan Journal of Neurological Sciences (PJNS)

Background and Objective

Electromyography (EMG) and nerve conduction studies (NCS) are essential for diagnosing neuromuscular disorders and differentiating various peripheral nervous system conditions. The objective of this study was to assess the prevalence and trends of neuromuscular disorders based on EMG/NCS findings in a tertiary care center in Pakistan.

Methods

This retrospective cross-sectional study was conducted at the neurophysiology laboratory of Aga Khan University Hospital from 1st January 2023 to 31st December 2023. A total of 961 EMG/NCS records were analyzed, including both inpatient and outpatient cases. Data was extracted from the EMG registry, and findings were categorized into mononeuropathy, …

Clinical And Radiological Profile Of Patients Presenting With Neurolisteriosis: A Retrospective Study From A Tertiary Care Hospital, Zainab Memon, Muhammad Abdullah, Fatima Mubarak

Pakistan Journal of Neurological Sciences (PJNS)

Background and Objective

Neurolisteriosis, a central nervous system (CNS) infection caused by Listeria monocytogenes, is associated with significant morbidity and mortality, particularly in elderly and immunocompromised individuals. The objective of this study was to analyze the clinical and radiological data from the patients of this disease presenting to a tertiary care hospital.

Methods

This retrospective review analyzed clinical, laboratory, and neuroimaging data from 12 patients diagnosed with neurolisteriosis at Aga Khan University Hospital between September 2018 and March 2024. Diagnosis was confirmed through blood and/or cerebrospinal fluid cultures or polymerase chain reaction assays. Data was analyzed using Statistical Package for …

Houge-Janssens Syndrome-1 Associated With Protein Phosphatase 2 Regulatory Subunit B’ Delta And Epilepsy: A Case Report, Dua Saleem, Fizza Akbar, Noor Zeeshan, Rabab Jafry, Salman Kirmani, Sidra Kaleem Jafri

Pakistan Journal of Neurological Sciences (PJNS)

Houge-Janssens syndrome 1 is a rare autosomal dominant disorder with approximately 100 case reports worldwide. Here, we present a case of a Pakistani toddler who presented with epilepsy and developmental delay. Family history was significant with reported and documented developmental delays in both father and elder sister, with subsequent improvement. Trio-whole-genome sequencing (WGS) and Sanger sequencing were performed, revealing a heterozygous LP variant NM_006245.4: c.626A>C, p.(His209Pro) in the girl. The same variant was also identified in her father and sister. This case sheds light on the variability of phenotypic expression amongst affected individuals and recommends the need for further …

High Dose Methylprednisolone In Children With Severe Headache In Viral Encephalitis: A Case Series, Abia Abdullah, Jay Kumari, Prem Chand

Pakistan Journal of Neurological Sciences (PJNS)

Severe headache is a common symptom in children with viral encephalitis (VE), yet effective symptom-specific therapies are limited. In this case series, we present three children of ages 15, 14, and seven diagnosed with VE who presented with severe headaches unresponsive to standard analgesics but showed significant clinical improvement following high-dose methylprednisolone therapy. Although this is not first line treatment, these cases suggest a possible role for methylprednisolone in alleviating severe VE-associated headaches. Further controlled studies are needed to establish its effectiveness and safety in such settings.

Acute Flaccid Myelitis Caused By Enterovirus Infection- A Case Report, Ahmad Bilal, Tipu Sultan, Zia Ur Rehman, Arshad Mehmood, Amber Shabir, Javeria Raza

Pakistan Journal of Neurological Sciences (PJNS)

Enterovirus is a member of the Picornaviridae family, an enterovirus. It is suspected of causing a polio-like disorder called acute flaccid myelitis (AFM). This case report aims to present a 10-year-old boy who presented with neurological manifestations of weakness of lower limbs and urinary retention. He had reduced tone, absent reflexes, and palpable bladder. MRI spine revealed inflammation in grey matter of spinal cord. He was treated with high dose steroids and IVIG but no improvement was observed. Enterovirus was isolated from his stool sample. The patient received supportive care and physiotherapy with gradual improvement after months, having no evidence …

Severe Falciparum Malaria In Young Children Is Associated With An Increased Risk Of Post-Discharge Hospitalization: A Prospective Cohort Study, Robert Opoka, Ruth Namazzi, Dibyadyuti Datta, Paul Bangirana, Andrea L. Conroy, Michael J. Goings, Kagan A. Mellencamp, Chandy C. John

Paediatrics and Child Health, East Africa

Background Few studies have described post-discharge morbidity of children with specifc manifestations of severe malaria (SM) beyond severe malarial anaemia or cerebral malaria.

Methods Children 6 months to 4 years of age admitted at Jinja and Mulago hospitals in Uganda, with one or more of the fve most common forms of SM, cerebral malaria (n=53), respiratory distress syndrome (n=108), malaria with complicated seizures (n=160), severe malarial anaemia (n=155) or prostration (n=75), were followed for 12 months after discharge, alongside asymptomatic community children (CC) (n=120) of similar ages recruited from the households or neighbourhoods of the children with SM. Incidence and …

Myosin Xva Isoforms Participate In The Mechanotransduction-Dependent Remodeling Of The Actin Cytoskeleton In Auditory Stereocilia, Ana I. López-Porras, Ava M. Kruse, Mark T. Mcclendon, A. Catalina Vélez-Ortega

Neurology Faculty Publications

Auditory hair cells form precise and sensitive staircase-like actin protrusions known as stereocilia. These specialized microvilli detect deflections induced by sound through the activation of mechano-electrical transduction (MET) channels located at their tips. At rest, a small MET channel current results in a constant calcium influx which regulates the morphology of the actin cytoskeleton in the shorter ‘transducing’ stereocilia. However, the molecular mechanisms involved in this novel type of activity-driven plasticity in the stereocilium cytoskeleton are currently unknown. Here, we tested the contribution of myosin XVA (MYO15A) isoforms, given their known roles in the regulation of stereocilia dimensions during hair …

Chemogenetic Neuronal Silencing Decouples C-Jun Activation From Cell Death In The Temporal Cortex, Caleb A Wood, Preethi Somasundaram, Jacob M Dundee, Melissa A Rudy, Trent A Watkins, Joanna L Jankowsky

Faculty, Staff and Students Publications

Initial symptoms of neurodegenerative diseases are often defined by the loss of the most vulnerable neural populations specific to each disorder. In the early stages of Alzheimer's disease, vulnerable circuits in the temporal lobe exhibit diminished activity prior to overt degeneration. It remains unclear whether these functional changes contribute to regional vulnerability or are simply a consequence of pathology. We previously found that entorhinal neurons in the temporal cortex undergo cell death following transient suppression of electrical activity, suggesting a causal role for activity disruption in neurodegeneration. Here we demonstrate that electrical arrest of this circuit stimulates the injury-response transcription …

Challenging Myths & Addressing Intimate Partner Sexual Violence In Lgbtq+ Relationships, Nora K. Whitten

SPARK Symposium Presentations

Intimate partner violence (IPV), including intimate partner sexual violence (IPSV), is a public health crisis that disproportionately affects members of the LGBTQ+ community. This paper draws upon related, though limited, research to identify the five prevalent myths surrounding IPSV in LGBTQ+ relationships, addressing the following misconceptions: 1) IPSV can only occur in heterosexual relationships, 2) IPSV in LGBTQ+ relationships is not as severe, 3) Women cannot commit acts of sexual violence, 4) The more “masculine” partner is always the perpetrator, and 5) IPSV is a “mutual fight” among partners of the same sex. These myths perpetuate victim-blaming, minimize the severity …

Issue 12: Pulmonary &Critical Care Insider, Bharat Bajantri Md, Sarah Ellsworth-Hoffman Mls, Dustin D Linn, Numra Urooj Md

Critical Care & Pulmonary

Pulmonary & Critical Care Insider Issue 12

Compiled by Bharat Bajantri, MD, and librarian Sarah Ellsworth, MLS for the clinicians of the Pulmonary and Critical Care team of Parkview.

The Pulmonary & Critical Care Insider newsletter was created by Dr. Bharat Bajantri, MD and Sarah Ellsworth, MLS in 2023 as a form of current awareness for current practice at our hospital, Parkview Health.

Topics: Original Study Summaries, Viewpoints, and Snapshots

Early COPD & Asthma Diagnosis & Treatment, ENHANCE trial, ANNEXA-I trial, Angiotensin II Use in Vasodilatory Shock, Ammonia in Liver Failure, Pirfenidone and more.

How An Athlete’S Injuries Affect Their Caregiver, John-Luke Taylor, Susan Macdermott

Fall 2024 OTD Capstone Symposium

The purpose of this proposal was to explore the experiences that caregivers face when their child recovers from a sports injury and needs physical rehab.

Parent Perceptions Of Modified Toy Cars Influence On Play For Children With Disabilities: A Case Study, Taylor Brown, Angela Labrie Blackwell, Erik Pérez, Karen Aranha

Fall 2024 OTD Capstone Symposium

Play is a crucial childhood occupation because it facilitates the growth of various developmental skills. Children with disabilities (CWD) often exhibit intrinsic factors that can prevent them from participating in meaningful childhood occupations, such as play. Mobility play is a specific type of play that refers to any means for the child to explore and move around their environment, which can be accessed through the use of commercially available toys, including motorized toy cars. However, these commercially available toys are not always accessible to this population due to their unique presentation that hinders performance and participation in the desired and …

Understanding The Perceptions Of Technology In Homes For Aging In Place, Jinelle Abugan, Amy Lyons-Brown Ms, Otd, Otr/L, Molly Wuebker Otd, Otr/L, Actcp

Fall 2024 OTD Capstone Symposium

The purpose of this study is to understand the thoughts and experiences of technology in homes and the use of technology-based home modifications to help individuals with participation and performance in daily activities. The education of perceptions of culture in homes will be supported by faculty, OTs, professional designers, about the need to explore culture in technology for home modifications aging in place.

Exercise As A Therapeutic Intervention And Its Effects On The Quality Of Life Of Those Diagnosed With Amyotrophic Lateral Sclerosis, Theresa Stettner, Helen Carey, Cynthia Haynes

Fall 2024 OTD Capstone Symposium

The standard of care for those with ALS includes range of motion, limb relaxation, trunk balance, and gait training (Braga et al., 2018). This study examines perceived quality of life in ALS clients before and after an in-person exercise program and home exercise program to evaluate the benefits of exercise as exercise does not exacerbate symptoms of ALS (Meng et al., 2020). Daily occupation performance requires functional ability which may be preserved through exercise (Kalron et al., 2021).

Discrepancy Between Hyaluronic Acid Levels And Mri-Based Measurements Of Hepatic Fat And Fibrosis, Daniel Aaron Borman, Rachel Chevalier, Jonathan Wagner, Michele T. Pritchard, Sherwin S. Chan, Nathan S. Artz, Johnston Fite, Yoon Cho, Valentina Shakhnovich, Veronica Williams, Voytek Slowik

Posters

Introduction Metabolic-dysfunction-associated steatotic liver disease (MASLD) is the most common liver disease in children in the United States and, when left untreated, can progress to liver fibrosis. Clinicians currently utilize imaging and biopsy to assess fibrosis in this patient population as there is no validated serum biomarker available for detecting fibrosis. Previous research suggests that serum hyaluronic acid levels are predictive of hepatic fibrosis in children with MASLD. Methods Retrospective data were obtained from the Children’s Mercy Hospital Liver Lab study. Pediatric subjects with both hyaluronic acid (HA) samples and MRI evaluation within a month were identified and included for …

Joint Association Of Tyg Index And High Sensitivity C-Reactive Protein With Cardiovascular Disease: A National Cohort Study, Cancan Cui, Lin Liu, Yitian Qi, Ning Han, Haikun Xu, Zhijia Wang, Xinyun Shang, Tianjiao Han, Yining Zha, Xin Wei, Zhiyuan Wu

Research outputs 2022 to 2026

Background: Both the triglyceride-glucose (TyG) index, as a surrogate marker of insulin resistance, and systemic inflammation are predictors of cardiovascular diseases; however, little is known about the coexposures and relative contributions of TyG index and inflammation to cardiovascular diseases. Using the nationally representative data from the China Health and Retirement Longitudinal Study (CHARLS), we conducted longitudinal analyses to evaluate the joint and mutual associations of the TyG index and high-sensitivity C-reactive protein (hsCRP) with cardiovascular events in middle-aged and older Chinese population. Methods: This study comprised 8 658 participants aged at least 45 years from the CHARLS 2011 who are …

Impacts Of Double Biopsy And Double Vitrification On The Clinical Outcomes Following Euploid Blastocyst Transfer: A Systematic Review And Meta-Analysis, Kate Bickendorf, Fang Qi, Kelli Peirce, Rui Wang, Jay Natalwala, Vincent Chapple, Yanhe Liu

Research outputs 2022 to 2026

STUDY QUESTION: Compared to the 'single biopsy + single vitrification' approach, do 'double biopsy + double vitrification' or 'single biopsy + double vitrification' arrangements compromise subsequent clinical outcomes following euploidy blastocyst transfer? SUMMARY ANSWER: Both 'double biopsy + double vitrification' and 'single biopsy + double vitrification' led to reduced live birth/ongoing pregnancy rates and clinical pregnancy rates. WHAT IS KNOWN ALREADY?: It is not uncommon to receive inconclusive results following blastocyst biopsy and preimplantation genetic testing for aneuploidy (PGT-A). Often these blastocysts are warmed for re-test after a second biopsy, experiencing 'double biopsy + double vitrification'. Furthermore, to achieve better …

The Role Of Trauma-Related Shame In Ptsd And Dissociation, Alexis Stokes

Bakerman Student Research Awards

Dissociation commonly occurs in response to traumatic events, and a dissociative subtype of PTSD is now recognized in the DSM-5. However, researchers have not established a clear consensus as to what factors separate individuals with general PTSD and PTSD with dissociative symptoms (PTSD-D). Negative affect—specifically shame—has been increasingly examined in psychotraumatology research. There is ample evidence that shame predicts and maintains symptom severity in PTSD patients, as well as that it can induce and maintain dissociative symptoms. The clear connection of shame to PTSD and dissociation suggests that it may be an important factor for conceptualizing PTSD-D; however, there is …

Kinetics Of Naturally Induced Binding And Neutralising Anti-Sars-Cov-2 Antibody Levels And Potencies Among Sars-Cov-2 Infected Kenyans With Diverse Grades Of Covid-19 Severity: An Observational Study, John Kimotho, Yiakon Sein, Shahin Sayed, Reena Shah, Mansoor Saleh, Ann Karanu, Viviane Oluoch, Jasmit Shah, Julius Mutiso, Zaitun Nneka, Alfred Mburu, Peter Betti, Francis M. Ndungu

Pathology, East Africa

Background: Given the low levels of coronavirus disease 2019 (COVID-19) vaccine coverage in sub-Saharan Africa (sSA), despite high levels of natural severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) exposures, strategies for extending the breadth and longevity of naturally acquired immunity are warranted. Designing such strategies will require a good understanding of naturally acquired immunity.

Methods: We measured whole-spike immunoglobulin G (IgG) and spike-receptor binding domain (RBD) total immunoglobulins (Igs) on 585 plasma samples collected longitudinally over five successive time points within six months of COVID-19 diagnosis in 309 COVID-19 patients. We measured antibody-neutralising potency against the wild-type (Wuhan) SARS-CoV-2 …

Labrad : Vol 49, Issue 2 - December 2024, Aga Khan University Hospital, Karachi

LABRAD - Departments of Pathology & Laboratory Medicine and Radiology Archives

• EDITORIAL
• ARTICLES
• Anti-Glomerular Basement Membrane (GBM) Disease: Pathogenesis, Presentation, and Diagnostic Insights
• Advanced Total Laboratory Automation (TLA) Workflow: A Comprehensive Approach towards High-Throughput Analyzers in Clinical Chemistry
• Precision Under Pressure: Challenges in Therapeutic Drug Monitoring for Immunosuppressants
• Frozen Section: Diagnostic Accuracy, Pitfalls and Use of Digital Pathology
• Working Environment Perspective of a Learner
• AI Training: A Must-Have Skill for Tomorrow’s Radiologists
• Challenges in Blood Supply: Importance of Voluntary Donations
• Leadership Skills and Emotional Intelligence For Professional Capacity Building in Histopathology – A Broad Perspective
• Factor VIII and XI Deficiency; A Finding That Could Have Been Missed-A Case Report
• Accelerated Phase …

Blood Biomarkers In Down Syndrome: Facilitating Alzheimer's Disease Detection And Monitoring, Melissa Petersen, Lisi Flores-Aguilar, Elizabeth Head, Laia Montoliu-Gaya, Andre Strydom, Sarah Pape, Juan Fortea, Nicholas Ashton, Chinedu Momoh, Sid O'Bryant

Brain and Mind Institute

Blood-based biomarkers continue to be explored for disease detection, monitoring of progression, and therapeutic outcomes as the diagnostic determination of Alzheimer's Disease in Down Syndrome (DS-AD) remains challenging in clinical settings. This perspective highlights the current status of this effort. Overall, amyloid (A), tau (T), and neurodegeneration (AT[N]) blood-based biomarkers have been shown to increase with disease pathology for individuals with DS. Phosphorylated tau biomarkers (p-tau217, p-tau181) have been consistently shown to track disease progression for DS-AD and are likely good candidates for use in clinical settings. Biomarkers of inflammation (glial fibrillary acidic protein) also show promise; however, additional work …

Dynamics Of The Blood Plasma Proteome During Hyperacute Hiv-1 Infection, Jamirah Nazziwa, Eva Freyhult, Mun-Gwan Hong, Emil Johansson, Filip Årman, Jonathan Hare, Kamini Gounder, Melinda Rezeli, Tirthankar Mohanty, Amin Hassan

Institute for Human Development, East Africa

The complex dynamics of protein expression in plasma during hyperacute HIV-1 infection and its relation to acute retroviral syndrome, viral control, and disease progression are largely unknown. Here, we quantify 1293 blood plasma proteins from 157 longitudinally linked plasma samples collected before, during, and after hyperacute HIV-1 infection of 54 participants from four sub-Saharan African countries. Six distinct longitudinal expression profiles are identified, of which four demonstrate a consistent decrease in protein levels following HIV-1 infection. Proteins involved in inflammatory responses, immune regulation, and cell motility are significantly altered during the transition from pre-infection to one month post-infection. Specifically, decreased …

Plasma Transfusion In The Intensive Care Unit, Maite M. T. Van Haeren, Senta Jorinde Raasveld, Sanne De Bruin, Merijn C. Reuland, Claudia Van Den Oord, Jimmy Schenk, Cécile Aubron, Jan Bakker, Maurizio Cecconi, Marcus Lance

Anaesthesiology, East Africa

Background: Current guidelines discourage prophylactic plasma use in non-bleeding patients. This study assesses global plasma transfusion practices in the intensive care unit (ICU) and their alignment with current guidelines.

Study Design and Methods: This was a sub-study of an international, prospective, observational cohort. Primary outcomes were in-ICU occurrence rate of plasma transfusion, proportion of plasma events of total blood products events, and number of plasma units per event. Secondary outcomes included transfusion indications, INR/PT, and proportion of events for non-bleeding indications.

Results: Of 3643 patients included, 356 patients (10%) experienced 547 plasma transfusion events, accounting for 18% …

Management Of Adult Sepsis In Resource-Limited Settings: Global Expert Consensus Statements Using A Delphi Method, Louise Thwaites, Prashant Nasa, Brett Abbenbroek, Vu Quoc Dat, Simon Finfer, Arthur Kwizera, Lowell Ling, Suzana M. Lobo, Robert Sinto, Wangari Siika

Anaesthesiology, East Africa

Purpose: To generate consensus and provide expert clinical practice statements for the management of adult sepsis in resourcelimited settings.

Methods: An international multidisciplinary Steering Committee with expertise in sepsis management and including a Delphi methodologist was convened by the Asia Pacifc Sepsis Alliance (APSA). The committee selected an interna‑ tional panel of clinicians and researchers with expertise in sepsis management. A Delphi process based on an iterative approach was used to obtain the fnal consensus statements.

Results: A stable consensus was achieved for 30 (94%) of the statements by 41 experts after four survey rounds. These include …

High Yield Of Congenital Hypothyroidism Among Infants Attending Children Hospital, Nairobi, Kenya. Facility Based Study In The Absence Of Newborn Screening, Menbere Kahssay, Thomas Ngwiri

Paediatrics and Child Health, East Africa

Objectives: Congenital hypothyroidism (CHT) is a treatable cause of intellectual disability. Late diagnosis and delayed initiation of treatment leads to irreversible neurodevelopmental and intellectual disability. Thus, newborn screening is crucial. However, 71 % of babies are born in an area with no established newborn screening program and Kenya is not an exception. We aimed to determine the incidence of CHT, developmental outcomes of patients in the absence of newborn screening.

Methods: A retrospective data of subjects who met the inclusion criteria, newborn and infants from 3 days to 2 years whose thyroid function test (TFT) was undertaken during well baby …

Cardiomegaly Status After Open Repair Of An Arch Aneurysm, Lucas Ribé Bernal, Rana O Afifi, Anthony L Estrera

Faculty, Staff and Student Publications

This report describes a patient with a thoracic aortic aneurysm who presented with chest pain and dyspnea. Preoperative studies revealed a massive cardiomediastinal silhouette. Within hours after the operation, a profound reduction in cardiomegaly was observed. Herein, we describe the distinctive imaging and technical aspects of the surgical procedure.

Improving Primary Care Providers Awareness, Knowledge, Attitude, And Intention To Change Practice About Uncontrolled Obstructive Sleep Apnea And Its Effect On Metabolic Dysfunction-Associated Steatotic Liver Disease, Formerly Non-Alcoholic Fatty Liver Disease Prognosis, Olivia Amoakowaa-Senya

Doctoral Scholarly Projects & Capstones

Non-alcoholic fatty liver disease (NAFLD), now known as metabolic dysfunction-associated steatotic liver disease (MASLD), is the leading cause of chronic liver disease in the world. The mechanisms involved in its development and progression continue to be a mystery that scientists are trying to unravel. However, many research studies found a correlation between uncontrolled obstructive sleep apnea (OSA) and worsening of NAFLD. Chronic intermittent hypoxia and sleep fragmentation in OSA increase sympathetic activity and promote oxidative stress, pro-inflammatory cytokine production, and metabolic dysregulation, which increases the risk of various diseases, including NAFLD/MASLD progression. Early assessment and screening for OSA in patients …

Conservative Management Of A Rare Clinical Phenomenon: Paraspinal Compartment Syndrome - A Review Of Existing Literature., Mark Lagreca, Arash Badragheh, Nathan Jones, Thomas Falconiero, Brian Danshaw

Orthopedic Surgery Resident Research

INTRODUCTION: This review of case series and case reports explores conservative management strategies for paraspinal compartment syndrome (PCS), a rare clinical condition. Extremity compartment syndrome has been shown to be managed most effectively with emergent surgical release of the fascial compartment. Given the rarity of PCS and the paucity of research in the literature, some authors have suggested the possibility of conservative treatment. There has been no study to date that has specifically investigated the cases of non-operative management of PCS.

MATERIALS AND METHODS: There are 16 case reports in the literature with 22 cases of PCS treated conservatively. The …

Machine Learning And Evaluation Of Diabetes Risk Using 2022 Brfss Data, Addie Weaver

Masters Theses

This research analyzes Behavioral Risk Factor Surveillance System data from 2022 with three machine learning models, Neural Network, Random Forest, and Support Vector Machine, to determine and compare the models’ accuracy rate of diabetes prediction. Principal Component Analysis was employed to determine principal factors of diabetes risk. Results show that the Neural Network is most accurate at 90.09 percent at predicting diabetes. Factors increasing diabetes risk include alcohol consumption, smoking, and self-perceived mental and physical health.