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Individual Dynamic Prediction For Cure And Survival Based On Longitudinal Biomarkers, Can Xie, Xuelin Huang, Ruosha Li, Alexander Tsodikov, Kapil Bhalla Dec 2024

Individual Dynamic Prediction For Cure And Survival Based On Longitudinal Biomarkers, Can Xie, Xuelin Huang, Ruosha Li, Alexander Tsodikov, Kapil Bhalla

Faculty, Staff and Student Publications

To optimize personalized treatment strategies and extend patients' survival times, it is critical to accurately predict patients' prognoses at all stages, from disease diagnosis to follow-up visits. The longitudinal biomarker measurements during visits are essential for this prediction purpose. Patients' ultimate concerns are cure and survival. However, in many situations, there is no clear biomarker indicator for cure. We propose a comprehensive joint model of longitudinal and survival data and a landmark cure model, incorporating proportions of potentially cured patients. The survival distributions in the joint and landmark models are specified through flexible hazard functions with the proportional hazards as …


Efficacy And Feasibility Of Intradialytic Plantar Electrical Stimulation In Patients With Diabetes: A Randomized Double-Blind Controlled Trial, Myeounggon Lee, Abdullah Hamad, Mehrnaz Azarian, Jaewon Beom, Abderrahman Ouattas, Mohammad Dehghan Rouzi, Naima Rodriguez, Nhi Quach, Rania Ibrahim, Mincy Mathew, Talal Talal, Fadwa Al-Ali, Bijan Najafi Dec 2024

Efficacy And Feasibility Of Intradialytic Plantar Electrical Stimulation In Patients With Diabetes: A Randomized Double-Blind Controlled Trial, Myeounggon Lee, Abdullah Hamad, Mehrnaz Azarian, Jaewon Beom, Abderrahman Ouattas, Mohammad Dehghan Rouzi, Naima Rodriguez, Nhi Quach, Rania Ibrahim, Mincy Mathew, Talal Talal, Fadwa Al-Ali, Bijan Najafi

Center on Aging Staff Publications

Objective: This study investigates the efficacy and feasibility of electrical stimulation (E-Stim) on sensory fibers of the plantar region during hemodialysis sessions, aiming to improve mobility in patients with diabetes by providing a connection between E-Stim and enhanced mobility with minimal patient effort required.

Research design and methods: Participants aged ≥18 years with diabetes undergoing hemodialysis and able to walk at least 10 m with or without aid were recruited and divided into an intervention group receiving 1-h intradialytic E-Stim three times a week and a control group using an identical nonfunctional device for 12 weeks. Gait, physical activity, patient-reported …


Association Of Common And Rare Variants With Alzheimer’S Disease In More Than 13,000 Diverse Individuals With Whole-Genome Sequencing From The Alzheimer’S Disease Sequencing Project, Wan-Ping Lee, Seung Hoan Choi, Margaret G Shea, Po-Liang Cheng, Beth A Dombroski, Achilleas N Pitsillides, Nancy L Heard-Costa, Hui Wang, Katia Bulekova, Amanda B Kuzma, Yuk Yee Leung, John J Farrell, Honghuang Lin, Brian W Kunkle, Adam Naj, Elizabeth E Blue, Frederick Nusetor, Dongyu Wang, Eric Boerwinkle, William S Bush, Xiaoling Zhang, Philip L De Jager, Josée Dupuis, Lindsay A Farrer, Myriam Fornage, Eden Martin, Margaret Pericak-Vance, Sudha Seshadri, Ellen M Wijsman, Li-San Wang, Alzheimer's Disease Sequencing Project, Gerard D Schellenberg, Anita L Destefano, Jonathan L Haines, Gina M Peloso Dec 2024

Association Of Common And Rare Variants With Alzheimer’S Disease In More Than 13,000 Diverse Individuals With Whole-Genome Sequencing From The Alzheimer’S Disease Sequencing Project, Wan-Ping Lee, Seung Hoan Choi, Margaret G Shea, Po-Liang Cheng, Beth A Dombroski, Achilleas N Pitsillides, Nancy L Heard-Costa, Hui Wang, Katia Bulekova, Amanda B Kuzma, Yuk Yee Leung, John J Farrell, Honghuang Lin, Brian W Kunkle, Adam Naj, Elizabeth E Blue, Frederick Nusetor, Dongyu Wang, Eric Boerwinkle, William S Bush, Xiaoling Zhang, Philip L De Jager, Josée Dupuis, Lindsay A Farrer, Myriam Fornage, Eden Martin, Margaret Pericak-Vance, Sudha Seshadri, Ellen M Wijsman, Li-San Wang, Alzheimer's Disease Sequencing Project, Gerard D Schellenberg, Anita L Destefano, Jonathan L Haines, Gina M Peloso

Center for Medical Ethics and Health Policy Staff Publications

Introduction: Alzheimer's disease (AD) is a common disorder of the elderly that is both highly heritable and genetically heterogeneous.

Methods: We investigated the association of AD with both common variants and aggregates of rare coding and non-coding variants in 13,371 individuals of diverse ancestry with whole genome sequencing (WGS) data.

Results: Pooled-population analyses of all individuals identified genetic variants at apolipoprotein E (APOE) and BIN1 associated with AD (p < 5 × 10-8). Subgroup-specific analyses identified a haplotype on chromosome 14 including PSEN1 associated with AD in Hispanics, further supported by aggregate testing of rare coding and non-coding variants in the region. Common variants in LINC00320 were observed associated with AD in Black individuals (p = 1.9 × 10-9). Finally, we observed rare non-coding variants in the promoter of TOMM40 distinct of APOE in pooled-population analyses (p = 7.2 × 10-8).

Discussion: We observed that complementary pooled-population and subgroup-specific analyses offered unique insights into the genetic architecture of AD.

Highlights: We determine the association of genetic variants with Alzheimer's disease (AD) using …


Biomechanics And Clinical Implications Of Fontan Upsizing, Vijay Govindarajan, Akshita Sahni, Emily Eickhoff, Peter Hammer, David M Hoganson, Rahul H Rathod, Pedro J Del Nido Dec 2024

Biomechanics And Clinical Implications Of Fontan Upsizing, Vijay Govindarajan, Akshita Sahni, Emily Eickhoff, Peter Hammer, David M Hoganson, Rahul H Rathod, Pedro J Del Nido

Faculty, Staff and Student Publications

Background: The Fontan operation, a palliative procedure for single ventricle patients, has evolved to improve outcomes and reduce complications. While extracardiac conduit (ECC) is favored for its simplicity and potential hemodynamic benefits, concerns arise about conduit size adequacy over time. Undersized ECC conduits may cause hemodynamic inefficiencies and long-term complications, while oversizing can lead to flow disturbances, stagnation, and thrombosis, necessitating surgical revision or upsizing to optimize hemodynamics.

Objectives: The study aimed to predict the impact of upsizing by developing a patient-specific workflow using cardiac magnetic resonance-based imaging and computational fluid dynamics to assess Fontan hemodynamic changes and determine the …


The Brief Mind Wandering Three-Factor Scale (Bmw-3), Anna-Lena Schubert, Gidon T Frischkorn, Kathrin Sadus, Matthew S Welhaf, Michael J Kane, Jan Rummel Dec 2024

The Brief Mind Wandering Three-Factor Scale (Bmw-3), Anna-Lena Schubert, Gidon T Frischkorn, Kathrin Sadus, Matthew S Welhaf, Michael J Kane, Jan Rummel

2020-Current year OA Pubs

In recent years, researchers from different fields have become increasingly interested in measuring individual differences in mind wandering as a psychological trait. Although there are several questionnaires that allow for an assessment of people's perceptions of their mind wandering experiences, they either define mind wandering in a very broad sense or do not sufficiently separate different aspects of mind wandering. Here, we introduce the Brief Mind Wandering Three-Factor Scale (BMW-3), a 12-item questionnaire available in German and English. The BMW-3 conceptualizes mind wandering as task-unrelated thought and measures three dimensions of mind wandering: unintentional mind wandering, intentional mind wandering, and …


Metabolic Shifts In Ratio Of Ucocn To Cocn Toward Bone Resorption Contribute To Age-Dependent Bone Loss In Male Mice, Matthew Bernhard, Obinna Okorie, Wei-Ju Louis Tseng, Mengcun Chen, Julia Danon, Mingshu Cui, Elisabeth Lashbrooks, Yanmei Yang, Bin Wang Dec 2024

Metabolic Shifts In Ratio Of Ucocn To Cocn Toward Bone Resorption Contribute To Age-Dependent Bone Loss In Male Mice, Matthew Bernhard, Obinna Okorie, Wei-Ju Louis Tseng, Mengcun Chen, Julia Danon, Mingshu Cui, Elisabeth Lashbrooks, Yanmei Yang, Bin Wang

Center for Translational Medicine Faculty Papers

The study of the senile osteoporosis in men still lags significantly behind that in women. The changes of protein molecule levels and their relationships with bone loss remain poorly understood. In the present study, we used C57BL/6J male mice at ages from 3 to 24 mo to delineate the mechanisms of aging effects on bone loss. We used the microcomputed tomography, mechanical testing, histomorphometry assays, and detection of serum levels of undercarboxylated osteocalcin (ucOcn) and carboxylated osteocalcin (cOcn) to assess bone mass changes and their relationships with the ratios of ucOcn-to-cOcn in mice from different age groups. The results showed …


Relative Uptake Of Tomato Carotenoids By In Vitro Intestinal And Prostate Cancer Cells, Nancy E Moran, Brianna Alexander, Shivi Garg, Nathan Marchant, Noor A Hason Dec 2024

Relative Uptake Of Tomato Carotenoids By In Vitro Intestinal And Prostate Cancer Cells, Nancy E Moran, Brianna Alexander, Shivi Garg, Nathan Marchant, Noor A Hason

Children’s Nutrition Research Center Staff Publications

Background: Consumption of tomatoes and tomato carotenoids is associated with a reduced risk of prostate cancer. Prostate tissue accumulates tomato carotenoids, including lycopene, β-carotene, and phytoene. Phytoene accumulation is relatively greater in the prostate than that of lycopene, but the metabolic determinants of tissue carotenoid profiles are poorly understood.

Objectives: The purpose of this study was to determine if differences in stability, cellular uptake, and clearance of phytoene compared with lycopene or β-carotene by prostate and intestinal cells may explain differences in observed tissue carotenoid profiles.

Methods: Gene and protein expression for carotenoid metabolism in prostate cell lines were analyzed …


Biological Validation Of Peak-Width Of Skeletonized Mean Diffusivity As A Vcid Biomarker: The Markvcid Consortium, Alison M Luckey, Saptaparni Ghosh, Chen-Pin Wang, Alexa Beiser, Rebecca Bernal, Zhiguang Li, Djass Mbangdadji, Elyas Fadaee, Haykel Snoussi, Angel Gabriel Velarde Dediós, Hector A Trevino, Monica Goss, Laura J Hillmer, Christopher E Bauer, Adam M Staffaroni, Lara Stables, Marilyn Albert, Jayandra J Himali, Thomas H Mosley, Lars Forsberg, Vilmundur Guðnason, Baljeet Singh, Herpreet Singh, Kristin Schwab, Joel H Kramer, Gary A Rosenberg, Karl G Helmer, Steven M Greenberg, Mohamad Habes, Danny J J Wang, Brian T Gold, Hanzhang Lu, Arvind Caprihan, Myriam Fornage, Lenore J Launer, Konstantinos Arfanakis, Sudha Seshadri, Charles Decarli, Pauline Maillard, Claudia L Satizabal Dec 2024

Biological Validation Of Peak-Width Of Skeletonized Mean Diffusivity As A Vcid Biomarker: The Markvcid Consortium, Alison M Luckey, Saptaparni Ghosh, Chen-Pin Wang, Alexa Beiser, Rebecca Bernal, Zhiguang Li, Djass Mbangdadji, Elyas Fadaee, Haykel Snoussi, Angel Gabriel Velarde Dediós, Hector A Trevino, Monica Goss, Laura J Hillmer, Christopher E Bauer, Adam M Staffaroni, Lara Stables, Marilyn Albert, Jayandra J Himali, Thomas H Mosley, Lars Forsberg, Vilmundur Guðnason, Baljeet Singh, Herpreet Singh, Kristin Schwab, Joel H Kramer, Gary A Rosenberg, Karl G Helmer, Steven M Greenberg, Mohamad Habes, Danny J J Wang, Brian T Gold, Hanzhang Lu, Arvind Caprihan, Myriam Fornage, Lenore J Launer, Konstantinos Arfanakis, Sudha Seshadri, Charles Decarli, Pauline Maillard, Claudia L Satizabal

Faculty, Staff and Student Publications

BACKGROUND: Peak-width of skeletonized mean diffusivity (PSMD), a neuroimaging marker of cerebral small vessel disease (SVD), has shown excellent instrumental properties. Here, we extend our work to perform a biological validation of PSMD.

METHODS: We included 396 participants from the Biomarkers for Vascular Contributions to Cognitive Impairment and Dementia (MarkVCID-1) Consortium and three replication samples (Cohorts for Heart and Aging Research in Genomic Epidemiology = 6172, Rush University Medical Center = 287, University of California Davis Alzheimer's Disease Research Center = 567). PSMD was derived from diffusion tensor imaging using an automated algorithm. We related PSMD to a composite measure …


Assessing The Predictive Power Of Nutritional Indices On All-Cause And Cardiovascular Mortality In Hemodialysis Patients: A Longitudinal Study, Qian Wang, Zengchun Ye, Jialing Rao, Wenbo Zhao, Jianqiang Liu, Yanru Chen, Juncheng Xiang, Xin Zhen, Jiawen Li, Yunfang Zhang, Xianrui Dou, Zhaoyong Hu, Jun Zhang, Hui Peng Dec 2024

Assessing The Predictive Power Of Nutritional Indices On All-Cause And Cardiovascular Mortality In Hemodialysis Patients: A Longitudinal Study, Qian Wang, Zengchun Ye, Jialing Rao, Wenbo Zhao, Jianqiang Liu, Yanru Chen, Juncheng Xiang, Xin Zhen, Jiawen Li, Yunfang Zhang, Xianrui Dou, Zhaoyong Hu, Jun Zhang, Hui Peng

Faculty, Staff and Students Publications

BACKGROUND AND HYPOTHESIS: The prognostic value of nutritional scoring tools in assessing the relationship between nutritional status and prognosis in hemodialysis patients is unclear. This multicenter retrospective cohort study compared the Prognostic Nutritional Index (PNI), Controlling Nutritional Status scores (CONUT), and Geriatric Nutritional Risk Index (GNRI) for predictive accuracy of all-cause and cardiovascular mortality, especially the impact of dynamic changes over time on prognosis.

METHODS: Hemodialysis patients from four hospitals were included. Laboratory data and nutrition scores were collected at the initiation of dialysis, and at 6th, 12th, and 18th months after dialysis initiation. A joint model analyzed the relationship …


Veterans' Experiences Of And Preferences For Patient-Centered, Measurement-Based Ptsd Care, Marcela C Weber, Ashlyn M Jendro, Ellen P Fischer, Karen L Drummond, Trenton M Haltom, Natalie E Hundt, Michael A Cucciare, Jeffrey M Pyne Dec 2024

Veterans' Experiences Of And Preferences For Patient-Centered, Measurement-Based Ptsd Care, Marcela C Weber, Ashlyn M Jendro, Ellen P Fischer, Karen L Drummond, Trenton M Haltom, Natalie E Hundt, Michael A Cucciare, Jeffrey M Pyne

Faculty, Staff and Students Publications

Background: Up to 50% of veterans drop out of trauma-focused evidence-based psychotherapies (TF-EBP) without completing treatment or recovering; evidence suggests this is in part because their posttraumatic stress disorder (PTSD) care is insufficiently patient-centered. There is also evidence that measurement-based care (MBC) for mental health should be personalized to the patient, yet this is not common practice in VA PTSD care.

Objectives: To explore veterans' experiences and preferences for aligning measurement-based PTSD care with their own treatment goals.

Method: Qualitative interviews were conducted with veterans (n=15) with PTSD who had received at least 2 sessions of a TF-EBP.

Measures: Survey …


Chronic Β3-Ar Stimulation Activates Distinct Thermogenic Mechanisms In Brown And White Adipose Tissue And Improves Systemic Metabolism In Aged Mice, Duraipandy Natarajan, Bhuvana Plakkot, Kritika Tiwari, Shoba Ekambaram, Weidong Wang, Michael Rudolph, Mahmoud A Mohammad, Shaji K Chacko, Madhan Subramanian, Stefano Tarantini, Andriy Yabluchanskiy, Zoltan Ungvari, Anna Csiszar, Priya Balasubramanian Dec 2024

Chronic Β3-Ar Stimulation Activates Distinct Thermogenic Mechanisms In Brown And White Adipose Tissue And Improves Systemic Metabolism In Aged Mice, Duraipandy Natarajan, Bhuvana Plakkot, Kritika Tiwari, Shoba Ekambaram, Weidong Wang, Michael Rudolph, Mahmoud A Mohammad, Shaji K Chacko, Madhan Subramanian, Stefano Tarantini, Andriy Yabluchanskiy, Zoltan Ungvari, Anna Csiszar, Priya Balasubramanian

Faculty, Staff and Students Publications

Adipose thermogenesis has been actively investigated as a therapeutic target for improving metabolic dysfunction in obesity. However, its applicability to middle-aged and older populations, which bear the highest obesity prevalence in the United States (approximately 40%), remains uncertain due to age-related decline in thermogenic responses. In this study, we investigated the effects of chronic thermogenic stimulation using the β3-adrenergic (AR) agonist CL316,243 (CL) on systemic metabolism and adipose function in aged (18-month-old) C57BL/6JN mice. Sustained β3-AR treatment resulted in reduced fat mass, increased energy expenditure, increased fatty acid oxidation and mitochondrial activity in adipose depots, improved glucose homeostasis, and a …


Randomized, Observer-Blind, Controlled Phase 1 Study Of The Safety And Immunogenicity Of The Na-Gst-1/Alhydrogel Hookworm Vaccine With Or Without A Cpg Odn Adjuvant In Hookworm-Naïve Adults, David J Diemert, Maria Zumer, Mark Bova, Christina Gibbs-Tewary, Elissa M Malkin, Doreen Campbell, Lara Hoeweler, Guangzhao Li, Maria Elena Bottazzi, Peter J Hotez, Jeffrey M Bethony Dec 2024

Randomized, Observer-Blind, Controlled Phase 1 Study Of The Safety And Immunogenicity Of The Na-Gst-1/Alhydrogel Hookworm Vaccine With Or Without A Cpg Odn Adjuvant In Hookworm-Naïve Adults, David J Diemert, Maria Zumer, Mark Bova, Christina Gibbs-Tewary, Elissa M Malkin, Doreen Campbell, Lara Hoeweler, Guangzhao Li, Maria Elena Bottazzi, Peter J Hotez, Jeffrey M Bethony

Faculty, Staff and Students Publications

BACKGROUND: Recombinant Necator americanus Glutathione-S-Transferase-1 (Na-GST-1) formulated on Alhydrogel (Na-GST-1/Alhydrogel) is being developed to prevent anemia and other complications of N. americanus infection. Antibodies induced by vaccination with recombinant Na-GST-1 are hypothesized to interfere with the blood digestion pathway of adult hookworms in the host. Phase 1 trials have demonstrated the safety of Na-GST-1 formulated on Alhydrogel, but further optimization of the vaccine adjuvant formulation may improve humoral immune responses, thereby increasing the likelihood of vaccine efficacy.

METHODS: A randomized, observer-blind, dose escalation Phase 1 trial was conducted in 24 healthy, hookworm-naïve adults. In each cohort of 12 participants, 4 …


Efficacy Of Letermovir For Cytomegalovirus Prophylaxis Following Alemtuzumab T-Cell Depleted Allogeneic Hematopoietic Stem Cell Transplant, Ibrahim N Muhsen, Kristen E Shaver, Tao Wang, Mengfen Wu, Premal Lulla, Carlos A Ramos, Rammurti T Kamble, Helen E Heslop, George Carrum, Laquisa C Hill Dec 2024

Efficacy Of Letermovir For Cytomegalovirus Prophylaxis Following Alemtuzumab T-Cell Depleted Allogeneic Hematopoietic Stem Cell Transplant, Ibrahim N Muhsen, Kristen E Shaver, Tao Wang, Mengfen Wu, Premal Lulla, Carlos A Ramos, Rammurti T Kamble, Helen E Heslop, George Carrum, Laquisa C Hill

Faculty, Staff and Students Publications

In vivo T-cell depletion (TCD) using alemtuzumab decreases the risk of Graft vs Host Disease (GvHD) in recipients of allogeneic hematopoietic stem cell transplant (allo-HSCT). However, this approach increases the risk of infections post-allo-HSCT, including Cytomegalovirus (CMV). Letermovir is approved for the use in CMV prophylaxis post-allo-HSCT. Few studies have investigated the efficacy of letermovir in patients receiving alemtuzumab. This is a single-center retrospective study describing our institutional experience using letermovir in recipients of alemtuzumab TCD allo-HSCT from unrelated donors (URD). The primary outcome was the cumulative incidence of significant CMV infection (defined as viremia leading to preemptive antiviral therapy …


Diabetter Together: Clinical Trial Protocol For A Strengths-Based Peer Mentor Intervention For Young Adults With Type 1 Diabetes Transitioning To Adult Care, Samantha A Carreon, Charles G Minard, Sarah K Lyons, Wendy Levy, Stephanie Camey, Kishan Desai, Brenda Duran, Randi Streisand, Barbara J Anderson, Siripoom V Mckay, Tricia S Tang, Sridevi Devaraj, Ryan Ramphul, Marisa E Hilliard Dec 2024

Diabetter Together: Clinical Trial Protocol For A Strengths-Based Peer Mentor Intervention For Young Adults With Type 1 Diabetes Transitioning To Adult Care, Samantha A Carreon, Charles G Minard, Sarah K Lyons, Wendy Levy, Stephanie Camey, Kishan Desai, Brenda Duran, Randi Streisand, Barbara J Anderson, Siripoom V Mckay, Tricia S Tang, Sridevi Devaraj, Ryan Ramphul, Marisa E Hilliard

Faculty, Staff and Students Publications

Background: Type 1 diabetes (T1D) management is challenging for young adults, who are expected to transfer from the pediatric to adult T1D healthcare system while also managing typical developmental demands (e.g., social, financial, work/school, residential). Many young adults have extended gaps in care before following up in adult care, increasing risk for poor health outcomes. There are few evidence-based programs to support young adults with T1D to promote a timelier transition during this period. This paper reports on the design of DiaBetter Together, a randomized controlled trial to evaluate a 12-month Peer Mentor-delivered intervention compared to usual care among young …


Families’ Experiences Accessing Care After Genomic Sequencing In The Pediatric Cancer Context: “It’S Just Been A Big Juggle”, Blake Vuocolo, Amanda M Gutierrez, Jill O Robinson, Alva M Recinos, Lauren R Desrosiers, Mary A Majumder, Juan Carlos Bernini, Jonathan Gill, Timothy Griffin, Gail E Tomlinson, Kelly Vallance, Amy L Mcguire, D Williams Parsons, Sharon E Plon, Sarah Scollon Dec 2024

Families’ Experiences Accessing Care After Genomic Sequencing In The Pediatric Cancer Context: “It’S Just Been A Big Juggle”, Blake Vuocolo, Amanda M Gutierrez, Jill O Robinson, Alva M Recinos, Lauren R Desrosiers, Mary A Majumder, Juan Carlos Bernini, Jonathan Gill, Timothy Griffin, Gail E Tomlinson, Kelly Vallance, Amy L Mcguire, D Williams Parsons, Sharon E Plon, Sarah Scollon

Faculty, Staff and Students Publications

Access to genomic sequencing (GS) and resulting recommendations have not been well described in pediatric oncology. GS results may provide a cancer predisposition syndrome (CPS) diagnosis that warrants screening and specialist visits beyond cancer treatment, including testing or surveillance for family members. The Texas KidsCanSeq (KCS) Study evaluated implementation of GS in a diverse pediatric oncology population. We conducted semi-structured interviews (n = 20) to explore experiences of KCS patients' families around learning about a CPS diagnosis and following up on recommended care. We used qualitative content analysis to develop themes and subthemes across families' descriptions of their experiences accessing …


Lack Of Association Of First And Second-Line Medication Dosing And Progression To Refractory Status Epilepticus In Children, Cristina Barcia Aguilar, Marta Amengual-Gual, J Nicholas Brenton, Kevin E Chapman, Justice Clark, William D Gaillard, Joshua L Goldstein, Howard P Goodkin, Robert Kahoud, Yi-Chen Lai, Mohamad A Mikati, Lindsey A Morgan, Eric T Payne, Craig A Press, Latania Reece, Tristan T Sands, Kumar Sannagowdara, Theodore Sheehan, Renée A Shellhaas, Robert C Tasker, Mark S Wainwright, Bo Zhang, Tobias Loddenkemper Dec 2024

Lack Of Association Of First And Second-Line Medication Dosing And Progression To Refractory Status Epilepticus In Children, Cristina Barcia Aguilar, Marta Amengual-Gual, J Nicholas Brenton, Kevin E Chapman, Justice Clark, William D Gaillard, Joshua L Goldstein, Howard P Goodkin, Robert Kahoud, Yi-Chen Lai, Mohamad A Mikati, Lindsey A Morgan, Eric T Payne, Craig A Press, Latania Reece, Tristan T Sands, Kumar Sannagowdara, Theodore Sheehan, Renée A Shellhaas, Robert C Tasker, Mark S Wainwright, Bo Zhang, Tobias Loddenkemper

Faculty, Staff and Students Publications

Purpose: Evaluate the relationship between first and second-line medication dosing and progression to refractory status epilepticus (RSE) in children.

Methods: This is a retrospective analysis of prospectively collected data from September 2014 to February 2020 of children with status epilepticus (SE) who received at least two antiseizure medications (ASMs). We evaluated the risk of developing RSE after receiving a low total benzodiazepine dose (lower than 100 % of the minimum recommended dose for each benzodiazepine dose administered within 10 min) and a low first non-benzodiazepine ASM dose (lower than 100 % of the minimum recommended dose of non-benzodiazepine ASM given …


Infant-Derived Human Nasal Organoids Exhibit Relatively Increased Susceptibility, Epithelial Responses, And Cytotoxicity During Rsv Infection, Gina M Aloisio, Divya Nagaraj, Ashley M Murray, Emily M Schultz, Trevor Mcbride, Letisha Aideyan, Erin G Nicholson, David Henke, Laura Ferlic-Stark, Anubama Rajan, Amal Kambal, Hannah L Johnson, Elina Mosa, Fabio Stossi, Sarah E Blutt, Pedro A Piedra, Vasanthi Avadhanula Dec 2024

Infant-Derived Human Nasal Organoids Exhibit Relatively Increased Susceptibility, Epithelial Responses, And Cytotoxicity During Rsv Infection, Gina M Aloisio, Divya Nagaraj, Ashley M Murray, Emily M Schultz, Trevor Mcbride, Letisha Aideyan, Erin G Nicholson, David Henke, Laura Ferlic-Stark, Anubama Rajan, Amal Kambal, Hannah L Johnson, Elina Mosa, Fabio Stossi, Sarah E Blutt, Pedro A Piedra, Vasanthi Avadhanula

Faculty, Staff and Students Publications

Background: Respiratory syncytial virus (RSV) causes significant morbidity and mortality, especially in young children. Why RSV infection in children is more severe compared to healthy adults is not fully understood.

Methods: We used ex-vivo human nasal organoid platforms from infants and adults to investigate the underlying mechanism of this disease disparity at the initial site of RSV replication, the nasal epithelium.

Results: Infant-derived human nasal organoid-air liquid interface (HNO-ALIs) lines were more susceptible to early RSV replication. Moreover, infant-derived HNO-ALIs elicited a statistically significant greater overall cytokine response, enhanced mucous production, and greater cellular damage compared to their adult counterparts. …


Parental Report Of Indoor Air Pollution Is Associated With Respiratory Morbidities In Bronchopulmonary Dysplasia, Jessica L Rice, Joseph M Collaco, Michael C Tracy, Catherine A Sheils, Lawrence M Rhein, Antonia P Popova, Paul E Moore, Audrey N Miller, Winston M Manimtim, Khanh Lai, Jacob A Kaslow, Lystra P Hayden, Julie L Fierro, Manvi Bansal, Eric D Austin, Brianna Aoyama, Stamatia Alexiou, Gangaram Akangire, Amit Agarwal, Natalie Villafranco, Roopa Siddaiah, Joanne M Lagatta, Mehtap Haktanir Abul, A Ioana Cristea, Christopher D Baker, Steven H Abman, Sharon A Mcgrath-Morrow Dec 2024

Parental Report Of Indoor Air Pollution Is Associated With Respiratory Morbidities In Bronchopulmonary Dysplasia, Jessica L Rice, Joseph M Collaco, Michael C Tracy, Catherine A Sheils, Lawrence M Rhein, Antonia P Popova, Paul E Moore, Audrey N Miller, Winston M Manimtim, Khanh Lai, Jacob A Kaslow, Lystra P Hayden, Julie L Fierro, Manvi Bansal, Eric D Austin, Brianna Aoyama, Stamatia Alexiou, Gangaram Akangire, Amit Agarwal, Natalie Villafranco, Roopa Siddaiah, Joanne M Lagatta, Mehtap Haktanir Abul, A Ioana Cristea, Christopher D Baker, Steven H Abman, Sharon A Mcgrath-Morrow

Faculty, Staff and Students Publications

Objective: To determine the association between indoor air pollution and respiratory morbidities in children with bronchopulmonary dysplasia (BPD) recruited from the multicenter BPD Collaborative.

Study design: A cross-sectional study was performed among participants < 3 years old in the BPD Collaborative Outpatient Registry. Indoor air pollution was defined as any reported exposure to tobacco or marijuana smoke, electronic cigarette emissions, gas stoves, and/or wood stoves. Clinical data included acute care use and chronic respiratory symptoms in the past 4 weeks.

Results: A total of 1011 participants born at a mean gestational age of 26.4 ± 2.2 weeks were included. Most (66.6%) had severe BPD. More than 40% of participants were exposed to ≥1 source of indoor air pollution. The odds of reporting an emergency department visit (OR, 1.7; 95% CI, 1.18-2.45), antibiotic use (OR, 1.9; 95% CI, 1.12-3.21), or a systemic steroid course (OR, 2.18; 95% CI, …


Normative Neuroimaging Library: Designing A Comprehensive And Demographically Diverse Dataset Of Healthy Controls To Support Traumatic Brain Injury Diagnostic And Therapeutic Development, Allyson T Gage, James R Stone, Elisabeth A Wilde, Stephen R Mccauley, Robert C Welsh, John P Mugler, Nick Tustison, Brian Avants, Christopher T Whitlow, Lee Lancashire, Seema D Bhatt, Magali Haas Dec 2024

Normative Neuroimaging Library: Designing A Comprehensive And Demographically Diverse Dataset Of Healthy Controls To Support Traumatic Brain Injury Diagnostic And Therapeutic Development, Allyson T Gage, James R Stone, Elisabeth A Wilde, Stephen R Mccauley, Robert C Welsh, John P Mugler, Nick Tustison, Brian Avants, Christopher T Whitlow, Lee Lancashire, Seema D Bhatt, Magali Haas

Faculty, Staff and Students Publications

The past decade has seen impressive advances in neuroimaging, moving from qualitative to quantitative outputs. Available techniques now allow for the inference of microscopic changes occurring in white and gray matter, along with alterations in physiology and function. These existing and emerging techniques hold the potential of providing unprecedented capabilities in achieving a diagnosis and predicting outcomes for traumatic brain injury (TBI) and a variety of other neurological diseases. To see this promise move from the research lab into clinical care, an understanding is needed of what normal data look like for all age ranges, sex, and other demographic and …


Excellent Registry: A Prospective, Multicenter, Global Registry Of Endovascular Stroke Treatment With The Embotrap Device., Raul G Nogueira, Tommy Andersson, Diogo C Haussen, Albert J Yoo, Ricardo A Hanel, Osama O Zaidat, Werner Hacke, Tudor G Jovin, Jens Fiehler, Simon F De Meyer, Waleed Brinjikji, Karen M Doyle, David F Kallmes, David S Liebeskind, Renu Virmani, Malgosia A Kokoszka, Violiza Inoa, William Humphries, Keith B Woodward, Pascal M Jabbour, Olivier François, Elad I Levy, Hormozd Bozorgchami, Stephan Boor, Jose E Cohen, Shervin R Dashti, Muhammad A Taqi, Ronald F Budzik, Clemens M Schirmer, M Shazam Hussain, Laurent Estrade, Reade A De Leacy, Ajit S Puri, Rohan V Chitale, Caspar Brekenfeld, Adnan H Siddiqui Dec 2024

Excellent Registry: A Prospective, Multicenter, Global Registry Of Endovascular Stroke Treatment With The Embotrap Device., Raul G Nogueira, Tommy Andersson, Diogo C Haussen, Albert J Yoo, Ricardo A Hanel, Osama O Zaidat, Werner Hacke, Tudor G Jovin, Jens Fiehler, Simon F De Meyer, Waleed Brinjikji, Karen M Doyle, David F Kallmes, David S Liebeskind, Renu Virmani, Malgosia A Kokoszka, Violiza Inoa, William Humphries, Keith B Woodward, Pascal M Jabbour, Olivier François, Elad I Levy, Hormozd Bozorgchami, Stephan Boor, Jose E Cohen, Shervin R Dashti, Muhammad A Taqi, Ronald F Budzik, Clemens M Schirmer, M Shazam Hussain, Laurent Estrade, Reade A De Leacy, Ajit S Puri, Rohan V Chitale, Caspar Brekenfeld, Adnan H Siddiqui

Neuroscience Articles

BACKGROUND: The EXCELLENT registry aimed to evaluate the effectiveness of the EMBOTRAP Revascularization Device in an all-comer population in a real-world setting, with a focus on the composition of retrieved clots.

METHODS: EXCELLENT is a prospective, global registry of patients with acute ischemic stroke treated with EMBOTRAP as the first-line mechanical thrombectomy device conducted at 34 sites (25 sites contributing clot) from September 2018 to March 2021, utilizing core imaging and central histology laboratories blinded to clinical data, independent 90-day modified Rankin Scale assessment and Clinical Events Committee.

RESULTS: After screening 3799 patients, a total of 997 subjects (mean age, …


Genetic Architecture Of Cerebrospinal Fluid And Brain Metabolite Levels And The Genetic Colocalization Of Metabolites With Human Traits, Ciyang Wang, Chengran Yang, Daniel Western, Muhammad Ali, Yueyao Wang, Chia-Ling Phuah, John Budde, Lihua Wang, Priyanka Gorijala, Jigyasha Timsina, Agustin Ruiz, Pau Pastor, Maria Victoria Fernandez, Dominantly Inherited Alzheimer Network (Dian), Alzheimer’S Disease Neuroimaging Initiative (Adni), Daniel J Panyard, Corinne D Engelman, Yuetiva Deming, Merce Boada, Amanda Cano, Pablo Garcia-Gonzalez, Neill R Graff-Radford, Hiroshi Mori, Jae-Hong Lee, Richard J Perrin, Laura Ibanez, Yun Ju Sung, Carlos Cruchaga Dec 2024

Genetic Architecture Of Cerebrospinal Fluid And Brain Metabolite Levels And The Genetic Colocalization Of Metabolites With Human Traits, Ciyang Wang, Chengran Yang, Daniel Western, Muhammad Ali, Yueyao Wang, Chia-Ling Phuah, John Budde, Lihua Wang, Priyanka Gorijala, Jigyasha Timsina, Agustin Ruiz, Pau Pastor, Maria Victoria Fernandez, Dominantly Inherited Alzheimer Network (Dian), Alzheimer’S Disease Neuroimaging Initiative (Adni), Daniel J Panyard, Corinne D Engelman, Yuetiva Deming, Merce Boada, Amanda Cano, Pablo Garcia-Gonzalez, Neill R Graff-Radford, Hiroshi Mori, Jae-Hong Lee, Richard J Perrin, Laura Ibanez, Yun Ju Sung, Carlos Cruchaga

Faculty, Staff and Student Publications

Brain metabolism perturbation can contribute to traits and diseases. We conducted a genome-wide association study for cerebrospinal fluid (CSF) and brain metabolite levels, identifying 205 independent associations (47.3% new signals, containing 11 new loci) for 139 CSF metabolites, and 32 independent associations (43.8% new signals, containing 4 new loci) for 31 brain metabolites. Of these, 96.9% (CSF) and 71.4% (brain) of the new signals belonged to previously analyzed metabolites in blood or urine. We integrated the metabolite quantitative trait loci (MQTLs) with 23 neurological, psychiatric and common human traits and diseases through colocalization to identify metabolites and biological processes implicated …


Continuous Vital Sign Monitoring On Surgical Wards: The Cosmos Pilot, Nikola Anusic, Alper Gulluoglu, Elyad Ekrami, Edward J Mascha, Shuyi Li, René Coffeng, Alparslan Turan, Amber Clemens, Christine Perez, John W Beard, Daniel I Sessler Dec 2024

Continuous Vital Sign Monitoring On Surgical Wards: The Cosmos Pilot, Nikola Anusic, Alper Gulluoglu, Elyad Ekrami, Edward J Mascha, Shuyi Li, René Coffeng, Alparslan Turan, Amber Clemens, Christine Perez, John W Beard, Daniel I Sessler

Faculty, Staff and Student Publications

Study objectives: Alerts for vital sign abnormalities seek to identify meaningful patient instability while limiting alarm fatigue. Optimal vital sign alarm settings for postoperative patients remain unknown, as is whether alerts lead to effective clinical responses reducing vital sign disturbances. We conducted a 2-phase pilot study to identify thresholds and delays and test the hypothesis that alerts from continuous monitoring reduce the duration of vital sign abnormalities.

Design: Two-phase pilot.

Patients: 250 adults having major non-cardiac surgery.

Setting: Surgical wards.

Intervention: All patients had routine vital sign monitoring by nurses at 4-h intervals. We initially continuously recorded clinician-blinded saturation, heart …


Prediagnostic Amino Acid Metabolites And Risk Of Gout, Accounting For Serum Urate: Prospective Cohort Study And Mendelian Randomization, Natalie Mccormick, Amit D Joshi, Chio Yokose, Bing Yu, Adrienne Tin, Robert Terkeltaub, Tony R Merriman, Oana Zeleznik, A Heather Eliassen, Gary C Curhan, Hang-Korng Ea, Matthew Nayor, Laura M Raffield, Hyon K Choi Dec 2024

Prediagnostic Amino Acid Metabolites And Risk Of Gout, Accounting For Serum Urate: Prospective Cohort Study And Mendelian Randomization, Natalie Mccormick, Amit D Joshi, Chio Yokose, Bing Yu, Adrienne Tin, Robert Terkeltaub, Tony R Merriman, Oana Zeleznik, A Heather Eliassen, Gary C Curhan, Hang-Korng Ea, Matthew Nayor, Laura M Raffield, Hyon K Choi

Faculty, Staff and Student Publications

Objective: Our objective was to prospectively investigate prediagnostic population-based metabolome for risk of hospitalized gout (ie, most accurate, severe, and costly cases), accounting for serum urate.

Methods: We conducted prediagnostic metabolome-wide analyses among 249,677 UK Biobank participants with nuclear magnetic resonance metabolomic profiling (N = 168 metabolites, including eight amino acids) from baseline blood samples (2006-2010) without a history of gout. We calculated multivariable hazard ratios (HRs) for hospitalized incident gout, before and after adjusting for serum urate levels; we included patients with nonhospitalized incident gout in a sensitivity analysis. Potential causal effects were evaluated with two-sample Mendelian randomization.

Results: …


Whole-Of-School Physical Activity Promotion: Findings From Elementary Schools In The United States, Derek W Craig, Christopher D Pfledderer, Natalia I Heredia, Kevin Lanza, Kempson Onadeko, Andjelka Pavlovic, Jizyah Injil, Laura F Defina, Timothy J Walker Dec 2024

Whole-Of-School Physical Activity Promotion: Findings From Elementary Schools In The United States, Derek W Craig, Christopher D Pfledderer, Natalia I Heredia, Kevin Lanza, Kempson Onadeko, Andjelka Pavlovic, Jizyah Injil, Laura F Defina, Timothy J Walker

Faculty, Staff and Student Publications

INTRODUCTION: Schools can support students' participation in physical activity by offering opportunities consistent with a Whole-of-School (WOS) approach; however, the extent to which physical activity opportunities are provided and how school-level characteristics associate with their use remains unclear. This study examined how elementary schools' use a WOS approach to promote physical activity, as well as associations between school-level characteristics and physical activity opportunities provided.

METHODS: Survey data was collected from 162 elementary schools participating in the NFL PLAY 60 FitnessGram Project during the 2022-2023 school year. A WOS index (ranging from 0 to 12) was created from responses by school …


Economic Disadvantage During Childhood, Obesity, And Diabetes Across Three Birth Cohorts Of Older Mexicans, Jesús-Daniel Zazueta-Borboa, Rafael Samper-Ternent, Rebeca Wong, Neil Mehta Dec 2024

Economic Disadvantage During Childhood, Obesity, And Diabetes Across Three Birth Cohorts Of Older Mexicans, Jesús-Daniel Zazueta-Borboa, Rafael Samper-Ternent, Rebeca Wong, Neil Mehta

Faculty, Staff and Student Publications

OBJECTIVES: Diabetes prevalence has increased markedly in Mexico. We examined the individual and joint contributions of economic disadvantage during childhood (EDDC) and elevated body weight on diabetes prevalence in 3 cohorts of Mexican adults.

METHODS: Data on those 60-69 years old from the 1930-1939, 1940-1949, and 1950-1959 birth cohorts in Waves 1 (2001), 3 (2012), and 5 (2018) of the Mexican Health and Aging Study were used. EDDC was defined as the absence of a toilet in the household before age 10. Body mass status was defined using self-reported perceived body image at age 50. Diabetes was based on respondent …


Anxiety-Like Behaviors In Mice Unmasked: Revealing Sex Differences In Anxiety Using A Novel Light-Heat Conflict Test, Sydney E Lee, Sung-Hoon Park, John C Aldrich, Laura K Fonken, Andrew D Gaudet Dec 2024

Anxiety-Like Behaviors In Mice Unmasked: Revealing Sex Differences In Anxiety Using A Novel Light-Heat Conflict Test, Sydney E Lee, Sung-Hoon Park, John C Aldrich, Laura K Fonken, Andrew D Gaudet

The Brown Foundation: Institute of Molecular Medicine

Anxiety and chronic pain afflict hundreds of millions worldwide. Anxiety and pain are more prevalent in females compared to males. Unfortunately, robust sex differences in human anxiety are not recapitulated in rodent tests, and results from rodent pain studies frequently fail to translate clinically. Therefore, there is a need to develop tests that reflect the differential salience of anxiety or pain-related stimuli between the sexes. Accordingly, here we introduce the Thermal Increments Dark-Light (TIDAL) conflict test. The TIDAL test places an anxiety-relevant stimulus (dark vs. illuminated chamber) in conflict with a heat-related stimulus (incrementally heated vs. isothermic chamber); mice freely …


Covid-19 Risk Assessment Among Vulnerable Small Business Owners In El Paso County, Texas, Sadie H Conway, Denise Vasquez, Kristina D Mena, Louis D Brown, Soyoung Kwon, Janelle Rios Dec 2024

Covid-19 Risk Assessment Among Vulnerable Small Business Owners In El Paso County, Texas, Sadie H Conway, Denise Vasquez, Kristina D Mena, Louis D Brown, Soyoung Kwon, Janelle Rios

Faculty, Staff and Student Publications

Background: Our objective was to deliver actionable, worksite-specific COVID-19 risk assessments and mitigation strategies tailored to vulnerable workers in one of the highest-risk areas in the US.

Methods: Four trained, bilingual (English/Spanish) community health workers (CHWs) recruited small businesses (ie, ≤20 employees) across various industries and executed novel on-site infectious disease risk assessment surveys of at least one employer and one employee.

Results: Of 102 participating businesses (95% Hispanic-owned), 96% were characterized as "high risk" or "very high risk" for disease transmission. All businesses reported implementing at least one practice to reduce disease transmission; however, almost half of businesses lacked …


Bivariate Genome-Wide Association Study Of Circulating Fibrinogen And C-Reactive Protein Levels, Julie Hahn, Gerard Temprano-Sagrera, Natalie R Hasbani, Symen Ligthart, Abbas Dehghan, Alisa S Wolberg, Nicholas L Smith, Maria Sabater-Lleal, Alanna C Morrison, Paul S De Vries Dec 2024

Bivariate Genome-Wide Association Study Of Circulating Fibrinogen And C-Reactive Protein Levels, Julie Hahn, Gerard Temprano-Sagrera, Natalie R Hasbani, Symen Ligthart, Abbas Dehghan, Alisa S Wolberg, Nicholas L Smith, Maria Sabater-Lleal, Alanna C Morrison, Paul S De Vries

Faculty, Staff and Student Publications

Background: Fibrinogen and C-reactive protein (CRP) play an important role in inflammatory pathways and share multiple genetic loci reported in previously published genome-wide association studies (GWAS), highlighting their common genetic background. Leveraging the shared biology may identify further loci pleiotropically associated with both fibrinogen and CRP.

Objectives: To identify novel genetic variants that are pleiotropic and associated with both fibrinogen and CRP, by integrating both phenotypes in a bivariate GWAS by using a multitrait GWAS.

Methods: We performed a bivariate GWAS to identify further pleiotropic genetic loci, using summary statistics of previously published GWAS on fibrinogen (n = 120 246) …


The Association Between Care Integration And Care Quality, Micah B Aaron, Michaela Kerrissey, Zhanna Novikov, Maike V Tietschert, Adam Scherling, Hassina Bahadurzada, Russell S Phillips, Anna D Sinaiko, Sara J Singer Dec 2024

The Association Between Care Integration And Care Quality, Micah B Aaron, Michaela Kerrissey, Zhanna Novikov, Maike V Tietschert, Adam Scherling, Hassina Bahadurzada, Russell S Phillips, Anna D Sinaiko, Sara J Singer

Faculty, Staff and Student Publications

Objective: The study aims to analyze the relationship between care integration and care quality, and to examine if the relationship varies by patient risk.

Data sources and study setting: The key independent variables used validated measures derived from a provider survey of functional (i.e., administrative and clinical systems) and social (i.e., patient integration, professional cooperation, professional coordination) integration. Survey responses represented data from a stratified sample of 59 practice sites from 17 health systems. Dependent variables included three quality measures constructed from patient-level Medicare data: colorectal cancer screening among patients at risk, patient-level 30-day readmission, and a practice-level Healthcare Effectiveness …


Identification Of Proteins Associated With Type 2 Diabetes Risk In Diverse Racial And Ethnic Populations, Shuai Liu, Jingjing Zhu, Hua Zhong, Chong Wu, Haoran Xue, Burcu F Darst, Xiuqing Guo, Peter Durda, Russell P Tracy, Yongmei Liu, W Craig Johnson, Kent D Taylor, Ani W Manichaikul, Mark O Goodarzi, Robert E Gerszten, Clary B Clish, Yii-Der Ida Chen, Heather Highland, Christopher A Haiman, Christopher R Gignoux, Leslie Lange, David V Conti, Laura M Raffield, Lynne Wilkens, Loïc Le Marchand, Kari E North, Kristin L Young, Ruth J Loos, Steve Buyske, Tara Matise, Ulrike Peters, Charles Kooperberg, Alexander P Reiner, Bing Yu, Eric Boerwinkle, Quan Sun, Mary R Rooney, Justin B Echouffo-Tcheugui, Martha L Daviglus, Qibin Qi, Nicholas Mancuso, Changwei Li, Youping Deng, Alisa Manning, James B Meigs, Stephen S Rich, Jerome I Rotter, Lang Wu Dec 2024

Identification Of Proteins Associated With Type 2 Diabetes Risk In Diverse Racial And Ethnic Populations, Shuai Liu, Jingjing Zhu, Hua Zhong, Chong Wu, Haoran Xue, Burcu F Darst, Xiuqing Guo, Peter Durda, Russell P Tracy, Yongmei Liu, W Craig Johnson, Kent D Taylor, Ani W Manichaikul, Mark O Goodarzi, Robert E Gerszten, Clary B Clish, Yii-Der Ida Chen, Heather Highland, Christopher A Haiman, Christopher R Gignoux, Leslie Lange, David V Conti, Laura M Raffield, Lynne Wilkens, Loïc Le Marchand, Kari E North, Kristin L Young, Ruth J Loos, Steve Buyske, Tara Matise, Ulrike Peters, Charles Kooperberg, Alexander P Reiner, Bing Yu, Eric Boerwinkle, Quan Sun, Mary R Rooney, Justin B Echouffo-Tcheugui, Martha L Daviglus, Qibin Qi, Nicholas Mancuso, Changwei Li, Youping Deng, Alisa Manning, James B Meigs, Stephen S Rich, Jerome I Rotter, Lang Wu

Faculty, Staff and Student Publications

Aims/hypothesis: Several studies have reported associations between specific proteins and type 2 diabetes risk in European populations. To better understand the role played by proteins in type 2 diabetes aetiology across diverse populations, we conducted a large proteome-wide association study using genetic instruments across four racial and ethnic groups: African; Asian; Hispanic/Latino; and European.

Methods: Genome and plasma proteome data from the Multi-Ethnic Study of Atherosclerosis (MESA) study involving 182 African, 69 Asian, 284 Hispanic/Latino and 409 European individuals residing in the USA were used to establish protein prediction models by using potentially associated cis- and trans-SNPs. The models were …