Digital Commons Network^™

Protocol For The Houston Hospital-Based Violence Intervention Program, Alexander Testa, Eresha Bluth, Latanya Monroe, Karlton Harris, Sarah Beth Abbott, Mary E Aitken, Erin E Fox, Brian Heckler, Lillian S Kao, Ruosha Li, Susannah Meg Michael, Heidi M Mcpherson, Marisol Nieves, Christian P Owen, Kevin Rix, Hema Sarvani Jalaparthi, Vanessa Schick, Shreela V Sharma, Carlie Stratemann, Anne Marie V Thompson, Jack Tsai, Zixi Yang, Sandra Mckay

Faculty, Staff and Student Publications

Firearm violence is a leading cause of injury and mortality in the United States. Hospital-based violence intervention programs (HVIPs) are a promising public health strategy designed to reduce recurrent violence by engaging patients during hospitalization and connecting them to support services after discharge. This protocol describes the design and implementation of the Houston Hospital-Based Violence Intervention Program (Houston-HVIP), which will be evaluated by a randomized controlled trial conducted at a Level 1 trauma center in Houston, Texas. The study plans to enroll individuals aged 16-35 who present with gunshot wounds (GSW) at the Level 1 trauma center. Participants are randomized …

Hazardous Work Exposures And Working Conditions And The Risk Of Serious Injury Among Latino Day Laborers In Houston, Texas (2014–2021), Maria Eugenia Fernandez-Esquer, Cesar Leonardo Pinzon-Gomez, Celeste Monforton, Yuan Li, Vahed Maroufy, Martha Ojeda, Anabel Rodriguez

Faculty, Staff and Student Publications

Introduction: Latino day laborers (LDLs) are frequently exposed to workplace hazards that increase their risk of an injury. The purpose of this study was to assess the relative influence of worker and workplace characteristics on serious injuries reported by LDLs at four different time points. We examined the influence of demographic characteristics, hazardous chemical exposures and working conditions using data from four cross-sectional surveys conducted between 2014 and 2021.

Methods: A total of 740 LDL were randomly recruited from public job hiring locations (known as "corners") in Houston Texas to participate in surveys conducted as part of injury risk reduction …

Improved Depression Symptoms Among Low-Income Mexican Americans Participating In A Community-Clinical Diabetes Intervention, Minjae Lee, Joseph H Conroy, Zihan Yang, Sein Lee, Paul G Yeh, Juliana Z Lopez, Natalia I Heredia, Lisa A Mitchell-Bennett, Maribel Sifuentes, Belinda M Reininger

Faculty, Staff and Student Publications

Background: Adults with type 2 diabetes mellitus and comorbid depression face complex disease management. Salud y Vida, a diabetes management intervention for Mexican Americans in the Rio Grande Valley of Texas, may mitigate depression through social support and community-clinic referrals.

Methods: In a cohort study, 292 Salud y Vida participants completed the patient health questionnaire (PHQ-9) at baseline, month 6, and month 12. A PHQ-9 score of ≥5 indicated mild depression and activated a mental health referral. Using SAS 9.4 with significance set at < .05, we conducted multivariable longitudinal negative binomial regression to assess changes in depression level.

Results: The proportion of participants with a PHQ-9 ≥5 decreased from 36% at baseline to 18% …

Effects Of Cognitive Dual-Tasking On Biomechanics And Muscle Activity During Gait Initiation And Sit-To-Walk In Young Adults, Angeloh Stout, Kaye Mabbun, Ke'vaughn Waldon, Marvin Alvarez, Stacy Nguyen, Miguel Barcellano, Sandra Cuenca, Chuan-Fa Tang, Aanand D Naik, Gu Eon Kang

Faculty, Staff and Student Publications

The purpose of this study was to investigate the effects of cognitive dual-tasking on gait initiation and sit-to-walk. Twenty-eight healthy young adults performed gait initiation and sit-to-walk under two conditions: while engaging in serial subtraction (dual-task) and without any additional task (single-task). Motion data were collected using a 10-camera optoelectronic motion capture system, synchronized with force plates and surface electromyography. We analyzed spatiotemporal parameters, center of mass displacement, center of pressure trajectory, and lower limb muscle activation patterns. We found that dual-task conditions significantly affected both gait initiation and sit-to-walk patterns, increasing the duration of transitions and mediolateral center of …

A Comparison Of The Effect Of Remimazolam And Midazolam On Recovery And Preserved Memory Function For Patients With Dental Extraction Anxiety, Quan Jing, Weijia Wang, Limeng Wu, Lejunzi Wang, Boru Yuan, Yan Wang, Chengbin Wang, Lin Liu, Lei Guan, Riyue Yu, Yuelun Zhang, Daniel I Sessler, Yuguang Huang, Kuo Wan, Lijian Pei

Faculty, Staff and Student Publications

Purpose: Remimazolam is an ultrashort-acting benzodiazepine, which has been indicated to be effective in endoscopic surgery and general anaesthesia. Research on its use in outpatient dental procedures remains limited. This triple-blinded randomized clinical trial was designed to determine whether the quality of postoperative recovery is better with continuous intravenous remimazolam administration compared with midazolam administration for impacted wisdom tooth extraction in patients with dental anxiety.

Patients and methods: This study was a randomized, parallel triple-blinded, superiority trial conducted between 30 April 2022 and 24 June 2024. Participants aged ≥18 years who exhibited dental anxiety and who were eligible for impacted …

Navigating The Nexus Of Food Insecurity, Anxiety, And Depression In The Face Of Climate Change: A Longitudinal Study In Rural Kenya, Michael Goodman, Lauren Raimer-Goodman, Heidi M Hagen Mcpherson, Dawit Woldu, Shreela Sharma, Ryan Ramphul, Fridah Mukiri, Agnes Maigallo

Faculty, Staff and Student Publications

Objective: This study aims to address critical gaps in understanding the bidirectional relationships between food insecurity, anxiety, and depression in Meru County, Kenya. By employing a cross-lagged panel analysis, we seek to clarify these temporal dynamics, contributing to the design of targeted interventions that integrate food security and mental health in the context of climate change.

Methods: A cross-lagged panel analysis was conducted using data from 362 adult participants in a community-based empowerment program (2023) in Meru County, Kenya. Participants completed self-report measures of food insecurity, anxiety, and depression at two time points, 11 weeks apart.

Results: Food insecurity (T1) …

Prediction Of Preterm Birth Among Infants With Orofacial Cleft Defects, Katherine L Ludorf, Renata H Benjamin, Mark A Canfield, Michael D Swartz, A J Agopian

Faculty, Staff and Student Publications

Objective: To develop risk prediction models for preterm birth among infants with orofacial clefts.

Design: Data from the Texas Birth Defects Registry for infants with orofacial clefts born between 1999-2014 were used to develop preterm birth predictive models. Logistic regression was used to consider maternal and infant characteristics, and internal validation of the final model was performed using bootstrapping methods. The area under the curve (AUC) statistic was generated to assess model performance, and separate predictive models were built and validated for infants with cleft lip and cleft palate alone. Several secondary analyses were conducted among subgroups of interest.

Setting: …

Effect Of Digital Health Coaching On Self-Efficacy And Patient-Reported Outcomes In Individuals With Acute Myeloid And Chronic Lymphocytic Leukemia: A Pilot Randomized Controlled Trial, Jennifer Marvin-Peek, Valerie Shelton, Kelly Brassil, Bryan Fellman, Austin Barr, Kelly Sharon Chien, Danielle Hammond, Mahesh Swaminathan, Nitin Jain, William Wierda, Alessandra Ferrajoli, Courtney Dinardo

Faculty, Staff and Student Publications

Introduction: Promotion of self-efficacy can enhance engagement with health care and treatment adherence in patients with cancer. We report the outcomes of a pilot trial of a digital health coach intervention in patients with leukemia with the aim of improving self-efficacy.

Methods: Adult patients with newly diagnosed acute myeloid leukemia (AML) and chronic lymphocytic leukemia (CLL) were randomized 1:1 to a digital health coach intervention or standard of care. The primary outcome of self-efficacy was measured by the Cancer Behavior Inventory (CBI) score.

Results: A total of 147 patients (37 AML, 110 CLL) were enrolled from July 2020 to December …

Corrigendum: Phenotypic Variation In Disease Severity Among Hospitalized Pediatric Patients With Covid-19: Assessing The Impact Of Covid-19 In The Epico Study, María Camila Sossa-Alarcón, Mónica Paola Gutiérrez, Natalia Becerra, Luz Yessenia Ortegon, María Camila David, Melisa Naranjo Vanegas, Gabriela Friedrich, Pablo Vásquez-Hoyos, María Lucía Mesa-Rubio, Luis Miguel Navarro-Ramirez, Sergio Moreno-Lopez, Olga Lucía Baquero, Luz Marina Mejía, Juan Gabriel Piñeros, Sonia Restrepo-Gualteros, Carlos Álvarez-Moreno, Alejandro Díaz-Díaz, Iván Gutierrez-Tobar, Andrés Camilo Mesa, William Ricardo Bachiller Tuta, Clara Esperanza Galvis Diaz, Martha Africano, José Manuel Nieto, Paola Marsela Pérez Camacho, Claudia Beltrán-Arroyave, Rosalba Vivas Trochez, Irati Gastesi, Cinta Moraleda, Alfredo Tagarro García, Blanca Herrero, Lourdes Calleja, Carlos Grasa, Paula Rodriguez, Susana Melendo, Antoni Soriano-Arandes, Irene Gómez Pastrana, Sonsoles García García, Victoria Fumado, Andrea Ramírez Varela

Faculty, Staff and Student Publications

This corrects the article "Phenotypic Variation in Disease Severity Among Hospitalized Pediatric Patients With COVID-19: Assessing the Impact of COVID-19 in the EPICO Study", 1607246.

Perspectives On Smoking Cessation In The Oncology Environment: Insights From Brazilian Patients And Healthcare Providers, Raquel Descie Veraldi Leite, Ricardo Ribeiro Gama, Fabiana De Lima Vazquez, Gabriela Beltrami Massarão, Raiany Carvalho, Renan De Jesus Teixeira, Vinicius De Lima Vazquez, Irene Tami-Maury

Faculty, Staff and Student Publications

Objective: The aim of this study was to identify barriers and facilitators to smoking cessation among Brazilian cancer patients, considering the perspectives of both patients and healthcare professionals at a leading oncology center in the country.

Methods: A cross-sectional study was conducted, collecting smoking-related data from two groups: cancer patients and healthcare professionals at the Barretos Cancer Hospital (BCH) between 2019 and 2021. The questionnaire for healthcare professionals was adapted from the 2012 International Association for the Study of Lung Cancer and the Global Adult Tobacco Survey. For the cancer patient group, sociodemographic and clinical data were collected, along with …

Pragmatic Recruitment Strategies For A Text-Based Smoking Cessation Intervention For Sexual And Gender Minority Groups, Samuel Tundealao, Marie Compaore Oubda, Rebecca Klaff, Belinda Reininger, Lorna Mcneill, Irene Tamí-Maury

Faculty, Staff and Student Publications

Background: SmokefreeSGM is a text-based smoking cessation intervention developed to support sexual and gender minorities (SGM) with their quitting efforts. We implemented a pragmatic recruitment strategy to enroll a study sample representative for SmokefreeSGM's feasibility trial. This study outlines the strategies employed to recruit SGM smokers in SmokefreeSGM's feasibility trial and provides a framework for researchers interested in working with this population.

Methods: This study recruited SGM smokers using ResearchMatch, social media/internet advertising, and field recruitment in the United States from January to June 2023, using convenience sampling. We evaluated enrollment rates across recruitment methods and various demographic characteristics such …

A Systematic Review Of Trauma-Informed Sexual Health Education Interventions For Adolescents And Young Adults Within The United States And Canada, Gabrielle S Evans-Mitchell, Lea Sacca, Christine Markham, Katie Schultz, Sheryl Mccurdy, Lauren Tingey, Melissa F Peskin

Faculty, Staff and Student Publications

nterventions developed for adolescents and young adults and describe how they integrate key principles of a trauma-informed approach.

Methods: Using the Preferred Reporting Items for Systematic review and Meta-Analysis Protocols (PRISMA-P) guidelines, Substance Abuse and Mental Health Services Administration (SAMHSA) principles, and Khan et al.'s review methodology, we reviewed sexual health intervention studies described as trauma-informed published between 2014 and 2023 within the United States and Canada.

Results: The review found three interventions integrated five to six aspects of a trauma-informed approach relative to Kahn's definition and SAMHSA's principles.

Conclusions: Based on the limited number of trauma-informed interventions being identified, …

Optimizing Community-Based Hepatitis B And C Care For Engaging Housing-Insecure Individuals, Vanessa Schick, Abigail Grace, F Tiffany Quan, Cathy Troisi, Jack Tsai

Faculty, Staff and Student Publications

Introduction

Hepatitis B and C (HBV/HCV) are bloodborne infections, with individuals who have histories of substance use and homelessness bearing a disproportionate risk. Long-standing difficulties in engaging these populations have made testing and treatment challenging. This retrospective observational study describes a community-based approach to HBV/HCV prevention and treatment, comparing the effectiveness of different engagement site types in reaching and engaging this high-need population.

Methods

GRASSROOTS HEALTH was launched in 2018 to improve HBV/HCV care by providing on-site testing, HBV vaccination, treatment navigation, and adherence support across various housing and drop-in centers. Outcomes were tracked through REDCap and analyzed by engagement …

Protective Effects Of Psychiatric Medications Against Covid-19 Mortality Before Vaccines, Rodrigo Machado-Vieira, Trudy M Krause, Gregory Jones, Antonio L Teixeira, Lokesh R Shahani, Scott D Lane, Jair C Soares, Chau N Truong

Faculty, Staff and Student Publications

The coronavirus disease pandemic caused by the coronavirus SARS-CoV-2, which emerged in the United States in late 2019 to early 2020 and quickly escalated into a national public health crisis. Research has identified psychiatric conditions as possible risk factors associated with COVID-19 infection and symptom severity. This study aims to determine whether specific classes of psychiatric medications could reduce the likelihood of infection and alleviate the severity of the disease. The objective of this study is to investigate the relationship between neuropsychiatric medication usage and COVID-19 outcomes before the widespread utilization of COVID-19 vaccines. This cross-sectional study used Optum's de-identified …

Cardiovascular Risk Factors And Genetic Risk In Transthyretin V142i Carriers, Naman S Shetty, Mokshad Gaonkar, Akhil Pampana, Nirav Patel, Alanna C Morrison, Alexander P Reiner, April P Carson, Bing Yu, Bruce M Psaty, Charles Kooperberg, Diane Fatkin, Eric Boerwinkle, Jerome I Rotter, Kent D Taylor, Lifang Hou, Marguerite R Irvin, Michael E Hall, Mathew Maurer, Myriam Fornage, Nicole D Armstrong, Nicole Bart, Parag Goyal, Stephen S Rich, Ramachandran S Vasan, Peng Li, Garima Arora, Pankaj Arora

Faculty, Staff and Student Publications

Background: Nearly 3% to 4% of Black individuals in the United States carry the transthyretin V142I variant, which increases their risk of heart failure. However, the role of cardiovascular (CV) risk factors (RFs) in influencing the risk of clinical outcomes among V142I variant carriers is unknown.

Objectives: This study aimed to assess the impact of CV RFs on the risk of heart failure in V142I carriers.

Methods: This study included self-identified Black individuals without prevalent heart failure from 6 TOPMed (Trans-Omics for Precision Medicine) cohorts, the REGARDS (Reasons for Geographic And Racial Differences in Stroke) study, and the All of …

Heat Stress Prevention And Management In The Construction Industry: A Gap Analysis, Muinat Abolore Idris, Kristina D Mena, Christine Markham, William B Perkison

Faculty, Staff and Student Publications

Background: Despite decades of efforts to prevent heat stress, it remains a major health risk to workers in the construction industry. This health risk has been exacerbated by the rising ambient temperatures from climate change, as well as the increased susceptibility to heat stress in an aging workforce.

Objective: To develop a tailored occupational safety management framework for heat stress prevention in construction, advancing workers’ health, safety, and well-being.

Methods: We built on the findings of a systematic review and analyzed a large industrial company’s current heat stress prevention program through stakeholder engagement, evidence-based practices, and gap analysis. We reviewed …

Recovery Housing And On-The-Ground Research Priorities: A Scoping Study Through The Lens Of Community Based Participatory Research, Patrick F Hibbard, Cameron W Tice, Jodie M Dewey, Kathryn R Gallardo, James Tompkins, Justin S Bell, Jasleen Sandhu, Michelle A Cruz, Kathryn Babbitt, Amy A Mericle, Ashli J Sheidow

Faculty, Staff and Student Publications

Introduction: Though communities have featured recovery housing (RH) for several decades, the base of evidence for best practices continues to grow - especially evidence needed by, and known to, those who operate and receive these services. The Initiative for Justice and Emerging Adult Populations (JEAP) engaged with three community boards (CBs) - consisting of young adults with experience in recovery from substance use issues, people who have a history of criminal legal system involvement and recovery, and payers and provider of substance use services and harm reduction - to understand on-the-ground priorities for research into recovery support services.

Methods: JEAP …

Hydroxychloroquine-Induced Cardiomyopathy: A Case Report, Ahmed Hussein, Aya Salih, Tebyan Mohammedali, Yousif Mohamed, L Maximilian Buja

Faculty, Staff and Student Publications

Hydroxychloroquine (HCQ) is an immunomodulatory medication used for decades. HCQ is a weak base accumulating in acidic cytoplasmic vesicles, such as lysosomes. This accumulation raises the pH and interferes with the functions of the lysosomal enzymes, including α-galactosidase A, resulting in a unique clinical and pathologic feature. We present a case with severe HCQ-induced cardiomyopathy to show the pattern of cardiac involvement and available imaging and pathologic modalities. The case involves a 76-year-old woman with a history of Sjögren's disease who had been treated with HCQ for 13 years and presented with symptoms of heart failure. An echocardiogram showed thick …

Impact Of Tobacco Control Policies On Socioeconomic Inequalities In Smoking Prevalence And Quit Ratios: An Ecological Study In The European Union (2009–2020), Ariadna Feliu, Esteve Fernandez, Irene Tamí-Maury, Cristina Martinez

Faculty, Staff and Student Publications

Background: Tobacco control efforts have succeeded in reducing smoking prevalence and increasing smoking cessation rates in the European Union Member States (EU27). However, the impact of these policies has been unequal across different income groups.

Methods: Ecological study with the country as unit of analysis. We used the Tobacco Control Scale (TCS) in EU27 in 2010 and the prevalence of smoking and quit ratios from the Eurobarometer surveys (2009, n=27 788; and 2020, n=28 288). We analysed the relationship between the TCS scores (2010) and smoking indicators and their relative changes (between 2009 and 2020) using scatter plots and multiple …

Community-Involved Economic Evaluation And Development Of A Cost-Effectiveness Calculator For Two Peer-Driven Substance Use Interventions, Sierra Castedo De Martell, Margaret B Moore, Hannah Wang, Lori Holleran Steiker, J Michael Wilkerson, Sheryl A Mccurdy, Nalini Ranjit, H Shelton Brown

Faculty, Staff and Student Publications

Introduction: While peer-driven substance use interventions have proliferated across the U.S., economic evaluations of these interventions have lagged behind. A key characteristic of these interventions is the centrality of the "nothing about us without us" ethos, which should extend into economic evaluation research. To that end, this study sought to take a community-based participatory research (CBPR) approach to conducting a cost-effectiveness analysis (CEA) of peer recovery support services (PRSS) and turning that CEA and a CEA of bystander naloxone distribution (BND) into components of a free, web-based calculator for use by recovery community centers (RCCs).

Methods: We engaged staff and …

Development, Delivery, And Evaluation Of The Texas Epidemic Public Health Institute Infection Control Module Program 200 Series, Kayla E Ruch, Anabel Rodríguez, Janelle Rios

Faculty, Staff and Student Publications

Background: The Texas Epidemic Public Health Institute (TEPHI) aims to safeguard public health and the Texas economy by preparing for infectious disease outbreaks. The Infection Prevention and Control (IPC) Webinar series was created to offer free educational resources and continuing education for public health and healthcare personnel responsible for IPC programs in rural regions of Texas. The IPC 200 Series succeeds the founding IPC 100 Series established by the TEPHI Small Rural Healthcare Preparedness.

Methods: IPC registration and attendance data were collected through WebEx® and Microsoft Teams®, which also served as the platforms for module delivery. Learning assessments and post-module …

What We Know About The Peer Workforce And Economic Evaluation For Peer Recovery Support Services: A Systematic Review, Sierra Castedo De Martell, J Michael Wilkerson, Nalini Ranjit, Lori Holleran Steiker, Sheryl A Mccurdy, H Shelton Brown

Faculty, Staff and Student Publications

Background: Peer recovery support services (PRSS) for substance use disorder (SUD) have expanded in the past 2 decades to be formally certified and reimbursed under Medicaid in almost every US state. This rapid expansion has been followed by a growth in research, but 2 persistent gaps remain: a lack of research on the peer workforce, and a lack of economic evaluation research. This systematic review examines the current literature on PRSS to summarize what is currently known about the SUD peer workforce and collect potential PRSS economic evaluation parameters, and clearly identify the current gaps in each category.

Methods: PRISMA …

Diversity In United States Dementia Prevention Trials: An Updated Systematic Review Of Eligibility Criteria And Recruitment Strategies, Najoua Lazaar, Sabine E Van Beek, Awaale F Rirash, Janne M Papma, Jaime Perales-Puchalt, Ashley R Shaw, Eric D Vidoni, Sanne Franzen

Faculty, Staff and Student Publications

Introduction: Given the elevated dementia risk in underrepresented demographic groups in the USA - particularly in Latino and Non-Latino Black individuals compared to Non-Latino White individuals - it is vital that these groups are well-represented in dementia prevention research. Eligibility criteria and recruitment strategies may play a key role in promoting participant diversity. The aim of this review was to examine eligibility criteria and recruitment strategies in US dementia prevention trials in light of participant diversity.

Methods: A systematic review was conducted using Medline (including PubMed), Embase, Cochrane Library, and CINAHL. We explored the percent White participants for trials using …

Use Of Digital Health Interventions For Cancer Prevention Among People Living With Disabilities In The United States: A Scoping Review, Chinenye Lynette Ejezie, Lea Sacca, Sylvia Ayieko, Sara Burgoa, Yasmine Zerrouki, Diana Lobaina, Goodness Okwaraji, Christine Markham

Faculty, Staff and Student Publications

BACKGROUND: The use of digital health strategies for cancer care increased dramatically in the United States over the past 4 years. However, a dearth of knowledge remains about the use of digital health for cancer prevention for some populations with heath disparities. Therefore, the purpose of the present scoping review was to identify digital health interventions for cancer prevention designed for people with disabilities.

METHODS: This scoping review was guided by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for scoping reviews and the Arksey and O'Malley methodological framework. The Embase, PubMed, Ovid MEDLINE, and CINAHL/EBSCO databases were …

Rethinking Parkinson's Disease Genetics In The Precision Medicine Era: Why Genomic Diversity Matters?, Camilla Teixeira Pinheiro Gusmão, Giselli Scaini, Everton Ferreira De Souza, Rafael Antônio Vicente Lacerda, Matheus De Almeida Costa, Raja Mehanna, João Quevedo, Howard Lopes Ribeiro Junior

Faculty, Staff and Student Publications

No abstract provided.

Topss: Tolerability Of Transcranial Direct Current Stimulation In Pediatric Stroke Survivors, Stuart Fraser, Anna Clearman, Melika Abrahams, Bernadette Gillick, Tia Lal, Sean Savitz, Nuray Yozbatiran

Faculty, Staff and Student Publications

Background: Transcranial direct current stimulation is a non-invasive neuromodulation technique with emerging therapeutic potential in neurodevelopmental conditions. While childhood-onset stroke survivors frequently experience long-term motor impairment, there are very few studies examining the safety and feasibility of transcranial direct current stimulation in this population.

Objective: To evaluate the safety, feasibility, and tolerability of bihemispheric transcranial direct current stimulation paired with occupational therapy in children and adolescents with chronic hemiparesis following childhood-onset arterial ischemic stroke or intracranial hemorrhage.

Methods: In this single-arm, open-label pilot study, five participants aged 6-19 years of age received five daily sessions of transcranial direct current stimulation …

Smoking Habit And Long-Term Colorectal Cancer Incidence By Exome-Wide Mutational And Neoantigen Loads: Evidence Based On The Prospective Cohort Incident-Tumour Biobank Method, Tsuyoshi Hamada, Tomotaka Ugai, Carino Gurjao, Satoko Ugai, Xuehong Zhang, Koichiro Haruki, Yasutoshi Takashima, Naohiko Akimoto, Mai Chan Lau, Kosuke Matsuda, Nobuhiro Nakazawa, Mayu Higashioka, Satoshi Miyahara, Keisuke Kosumi, Yohei Masugi, Li Liu, Yin Cao, Daniel Nevo, Molin Wang, Reiko Nishihara, Sachet A Shukla, Catherine J Wu, Levi A Garraway, Jeffrey A Meyerhardt, Edward L Giovannucci, Jonathan A Nowak, Charles S Fuchs, Andrew T Chan, Mingyang Song, Marios Giannakis, Shuji Ogino

Faculty, Staff and Student Publications

Objective: To test the hypothesis that the association of smoking with long-term colorectal cancer incidence may be stronger for tumours with higher mutational and neoantigen loads.

Methods and analysis: In the Nurses' Health Study (1980-2012) and the Health Professionals Follow-up Study (1986-2012), our novel prospective cohort incident-tumour biobank method (PCIBM) used 3053 incident colorectal carcinoma cases including 752 cases with whole-exome sequencing data. Using the multivariable duplication-method Cox regression model with the inverse probability weighting to adjust for the selection bias due to tissue availability, we assessed a differential association of cigarette smoking with colorectal carcinoma incidence by an exome-wide …

Reusable Generic Clinical Decision Support System Module For Immunization Recommendations In Resource-Constraint Settings, Samuil Orlioglu, Akash Shanmugan Boobalan, Kojo Abanyie, Richard D Boyce, Hua Min, Yang Gong, Dean F Sittig, Paul Biondich, Adam Wright, Christian Nøhr, Timothy Law, David Robinson, Arild Faxvaag, Nina Hubig, Ronald Gimbel, Lior Rennert, Xia Jing

Faculty, Staff and Student Publications

Clinical decision support systems (CDSS) are routinely employed in clinical settings to improve quality of care, ensure patient safety, and deliver consistent medical care. However, rule-based CDSS, currently available, do not feature reusable rules. In this study, we present CDSS with reusable rules. Our solution includes a common CDSS module, electronic medical record (EMR) specific adapters, CDSS rules written in the clinical quality language (CQL) (derived from CDC immunization recommendations), and patient records in fast healthcare interoperability resources (FHIR) format. The proposed CDSS is entirely browser-based and reachable within the user's EMR interface at the client-side. This helps to avoid …

Exploring The Inequitable Impact Of Data Missingness On Fairness In Machine Learning, Sitao Min, Hafiz Asif, Jaideep Vaidya

Faculty, Staff and Student Publications

Today, data-driven models and artificial intelligence / machine learning underlie decision making in almost all aspects of society. However, significant concerns have been raised over the fairness of such models. While various aspects of algorithmic fairness have been studied, the effect of missing data on fairness remains understudied. This is a significant problem since data in real-world settings is almost never complete, and may often suffer from systemic missingness. This article systematically evaluates how missing data, particularly when correlated with protected classes and outcome variables, affects the fairness of classifiers. Utilizing a comprehensive framework covering various missing data patterns, rates, …

Disposition Outcomes Following Prehospital Use Of Naloxone In A Large Metropolitan City In The United States, James R Langabeer, Christine Bakos-Block, A Sarah Cohen, Ishmam Alam, Bhanumathi Gopal, Marylou Cardenas-Turanzas, Arlo F Weltge, David Persse, Tiffany Champagne-Langabeer

Faculty, Staff and Student Publications

Objectives: During a drug overdose, research suggests individuals may not call 9-1-1 out of fear of criminal justice concerns. Of those that call, research is inconclusive about the disposition of the emergency transport. We evaluated transport outcomes for adults with opioid-related overdose in the Emergency Medical Services (EMS) of a large metropolitan city in the United States.

Methods: We reviewed the EMS incident report database from the patient care record system for years 2018 to 2022. We queried all records, searching for relevant terms, and two reviewers cross-checked the database to identify cases that did not result in death at …