Medicine and Health Sciences Commons^™

“The Study Of Correlation Of Diet Pattern And Anemia In Pregnant Women In A Tertiary Care Hospital In Mysuru-A Prospective Study”, Soniya Pal, Dr Mamatha S Professor And Head Of The Department, Shiva S Dr, Anupama Marnal B A Dr

Digital Journal of Clinical Medicine

No abstract provided.

A Rare Case Of Cold Agglutination Syndrome Secondary To Mycoplasma Pneumoniae, Dr.Disha Shahri, Dr. Srinath K. M, Dr. Basava Chethan, Dr. Savitha Vijayakumar, Dr. Meghna B.S.

Digital Journal of Clinical Medicine

Mycoplasma pneumoniae (M. pneumoniae) is one of the foremost causes of community acquired pneumonia. Most of the cases are, however mild. Although, complications may seldom occur. One such known complication of M. pneumoniae infection is cold agglutinin hemolysis, which is usually benign and transient. This hemolysis is due to formation of cold agglutinins during the course of infection. Cold Agglutination Syndrome (CAS) is a type of acquired Autoimmune Hemolytic Anaemia (AIHA), which exists due to an underlying disorder, like a viral illness or lymohoid malignancy. It is generally self-remitting, in contrast to Cold Agglutination Disease (CAD), which is a chronic …

Assessing Discharge Knowledge For Caregivers Of Newborn (Using Video Discharge Instructions As An Adjunct To Standard Written Instructions) In Covid Period – A Randomized Controlled Trial, Jayesh Yadav, Khyati Gupta, Vishal D. Sawant

Digital Journal of Clinical Medicine

Background: Studies have demonstrated that caregivers of newborn frequently face challenges in comprehending the instructions provided to them upon discharge. Video discharge instructions provide a clear and concise message and can potentially alleviate factors which have an impact on comprehension of caregivers like illiteracy, communication barriers and limited physician time. We aim to assess the impact of incorporating video-based discharge instructions on caregivers' comprehension of newborn care and post-discharge follow-up, specifically in the context of the COVID-19 pandemic.

Methods: Caregivers of newborn in the COVID times were randomized into written only and written with video discharge instruction groups; …

Comparison Of Empathy And Compassion Fatigue Among Mental Health And Non-Mental Health Professionals: A Cross-Sectional Study, Fathima Fiza K T, Anil Kakunje, Ashwini Dinkar

Digital Journal of Clinical Medicine

Background:

Empathy refers to the ability to understand and comprehend others' thoughts and emotions as if it's their own, evoked by witnessing and connecting to the other person’s emotional state. Compassion fatigue, a consequence of an empathetic reaction, is the mental and physical tiredness resulting from being a witness to the suffering of others. It can result in negative consequences ultimately affecting the quality of treatment. The purpose of the study was to compare the level of empathy and compassion fatigue among mental health, and non-mental health professionals.

Methods

A comparative cross-sectional study was conducted over one year using 88 …

A Previous Thyroidectomy- The Culprit Of Laryngospasm Several Years On!, Vyshnavi Sriram, Ashwini N, Chillara Meena

Digital Journal of Clinical Medicine

Laryngospasm is the sustained closure of the vocal cords resulting in partial or complete loss of airway patency. Among the several causes of laryngospasm, history of total thyroidectomy performed several years back, though reported, is a rare occurrence. We present here the case report of a lady with an uneventful intra operative course of a laparoscopic cholecystectomy who developed stridor and laryngospasm in the immediate post operative period. Evaluation revealed unilateral vocal cord palsy and hypocalcemia. Compensated unilateral recurrent laryngeal nerve palsy and asymptomatic hypocalcemia can exist in patients who have undergone total thyroidectomy and can result in stridor several …

Patients With Floaters: Answers From Virtual Assistants And Large Language Models, Gloria Wu, Weichen Zhao, Adrial Wong, David A Lee

Faculty, Staff and Student Publications

OBJECTIVES: "Floaters," a common complaint among patients of all ages, was used as a query term because it affects 30% of all people searching for eye care. The American Academy of Ophthalmology website's "floaters" section was used as a source for questions and answers (www.aao.org). Floaters is a visual obstruction that moves with the movement of the eye. They can be associated with retinal detachment, which can lead to vision loss. With the advent of large language model (LLM) chatbots ChatGPT, Bard versus virtual assistants (VA), Google Assistant, and Alexa, we analyzed their responses to "floaters."

METHODS: Using AAO.org, "Public …

Quantification Of Gastric Muscle Interstitial Cells Of Cajal In Individuals With And Without Gastroparesis: A Pilot Study, Shazia Rashid, Michelle Neice, Hailey Canezaro, Victoria Andrus, Maryam Mubashir, Syed Musa Raza, James Traylor, Hidehiro Takei, Qiang Cai

Faculty, Staff and Student Publications

No abstract provided.

Assessing Laryngectomy Patient Education On Youtube: Investigating Quality And Reliability, Matthew E Lin, Oluwatobiloba Ayo-Ajibola, Carlos X Castellanos, Jonathan West, Neil Luu, Ian Kim, Niels C Kokot

Faculty, Staff and Student Publications

OBJECTIVE: This study aimed to characterize the quality of laryngectomy-related patient education on YouTube and understand factors impacting video content quality.

STUDY DESIGN: Cross-sectional cohort analysis.

SETTING: Laryngectomy-related videos on YouTube.

METHODS: YouTube was anonymously queried for various laryngectomy procedure search terms. Video quality was evaluated using the validated DISCERN instrument which assesses treatment-related information quality. Descriptive statistics were used to characterize our cohort. Univariate and multivariable linear regression were used to assess factors associated with increased DISCERN score. Significance was set at

RESULTS: Our 78-video cohort exhibited moderate levels of engagement, averaging 13,028.40 views (SD = 24,246.93), 69.79 likes …

Ergonomics Of Various Modalities For Ear Surgery, Matthew E Lin, Sheng Zhou, Seiji Kakeheta, Tsukasa Ito, Seiji B Shibata

Faculty, Staff and Student Publications

OBJECTIVE: Evaluate ergonomic differences of various modalities for performing middle ear surgery.

STUDY DESIGN: Observational study.

SETTING: Two academic tertiary care centers.

METHODS: Attending physicians and residents performing middle ear surgery were photographed intraoperatively. Intraoperative photographs were analyzed using the validated Rapid Upper Limb Assessment (RULA) tool to measure musculoskeletal disease (MSD) risk. Descriptive statistics and significance testing were used to characterize and compare ergonomic differences between surgical modalities. Multivariable ordinal regression was performed to assess factors associated with increased MSD risk, as determined by the final RULA score.

RESULTS: Most of our 110 intraoperative photos featured attendings (82.7%) performing …

A Comparison Of Otolaryngology Residency Applicants Over Time And To Other Surgical Applicants, Matthew E Lin, Khush Kharidia, Deborah Choe, Neelesh Bagrodia, Neil N Luu, Tamara Chambers

Faculty, Staff and Student Publications

OBJECTIVE: Understand how otolaryngology residency applicant characteristics have changed over time and compare them to those of other surgical subspecialties.

STUDY DESIGN: Retrospective analysis of academic, extracurricular, and application data in the Texas Seeking Transparency in Application to Residency databases.

SETTING: Applicants to otolaryngology, neurological surgery, ophthalmology, plastic surgery, urology, and orthopedic surgery applicants from 2019 to 2023.

METHODS: Kruskal-Wallis, Wilcoxon rank sum, Fischer's exact, and Mann-Whitney

RESULTS: Across 4 match cycles and 541 otolaryngology applicants, significant differences were found in the average number of honored clerkships per applicant (

CONCLUSION: Matching into otolaryngology has become increasingly competitive and is …

Suppression Of Il-1Β Promotes Beneficial Accumulation Of Fibroblast-Like Cells In Atherosclerotic Plaques In Clonal Hematopoiesis, Trevor P Fidler, Andrew Dunbar, Eunyoung Kim, Brian Hardaway, Jessica Pauli, Chenyi Xue, Sandra Abramowicz, Tong Xiao, Kavi O'Connor, Nadja Sachs, Nan Wang, Lars Maegdefessel, Ross Levine, Muredach Reilly, Alan R Tall

Faculty, Staff and Student Publications

Clonal hematopoiesis (CH) is an independent risk factor for atherosclerotic cardiovascular disease. Murine models of CH suggest a central role of inflammasomes and IL-1β in accelerated atherosclerosis and plaque destabilization. Here we show using single-cell RNA sequencing in human carotid plaques that inflammasome components are enriched in macrophages, while the receptor for IL-1β is enriched in fibroblasts and smooth muscle cells (SMCs). To address the role of inflammatory crosstalk in features of plaque destabilization, we conducted SMC fate mapping in Ldlr-/- mice modeling Jak2VF or Tet2 CH treated with IL-1β antibodies. Unexpectedly, this treatment minimally affected SMC differentiation, …

Microbiota Restoration Therapies For Recurrent Clostridioides Difficile Infection Reach An Important New Milestone, Herbert L Dupont, Andrew W Dupont, Glenn S Tillotson

Faculty, Staff and Student Publications

Microbiota restoration therapy has become a standard treatment for recurrent Clostridioides difficile infection (rCDI). In this article, we review the studies supporting the licensure of two live biotherapeutic products (LBPs) designed to prevent rCDI and to provide clinicians with a perspective on their differences. PubMed was reviewed on 1 October 2023, for all papers published concerning the current Food and Drug Administration allowance of the use of fecal microbiota transplantation (FMT) and the studies that led to the licensure of RBX2660 (REBYOTA™), generic name, fecal microbiota, live-jslm, and SER-109 (VOWST™), generic name, fecal microbiota spores, live-brpk. OpenBiome continues to produce …

Promising Response Of Olaparib In Patient With Germline Atm-Mutated Metastatic Gastric Cancer, Kok Hoe Chan, Darius Rutazanaa, Curtis Wray, Nirav Thosani, Victor Yang, Putao Cen

Faculty, Staff and Student Publications

Gastric cancer ranks as the fifth leading cause of global cancer incidences, exhibiting varied prevalence influenced by geographical, ethnic, and lifestyle factors, as well as Helicobacter pylori infection. The ATM gene on chromosome 11q22 is vital for genomic stability as an initiator of the DNA damage response, and mutations in this gene have been associated with various cancers. Poly ADP-ribose polymerase (PARP) inhibitors, such as olaparib, have shown efficacy in cancers with homologous recombination repair deficiencies, notably in those with ATM mutations. Here, we present a case of a 66-year-old patient with germline ATM-mutated metastatic gastric cancer with very high …

Rapid Response To Sirolimus In Patients With Pik3ca-Related Overgrowth Spectrum, Jessica R Nye, Jackson C Green, Michael Talanker, Jose Barrera, Kate Richardson, Neethu M Menon, Adelaide A Hebert, Matthew R Greives, Autumn A Atkinson

Faculty, Staff and Student Publications

PIK3CA-related overgrowth spectrum (PROS) is an umbrella term used to unify a heterogenous group of vascular overgrowth disorders by a shared genetic cause. Given that patients with PROS have a known, or likely, gene mutation in the PI3K/AKT/mTOR cascade, we hypothesize they experience a rapid response to inhibitors of this pathway, including sirolimus. In the following case series, we describe 3 patients with PROS and their response to sirolimus therapy. Despite their unique clinical presentations, insight into the genetic origin of their vascular overgrowth allowed for their successful treatment with the same medication.

Outcomes Of Upper Gastrointestinal Bleeding In Hospitalized Covid-19 Patients In The United States: A Propensity-Score Matched Analysis Of A Large National Database, Moon Ryu, Mohammed Quazi, Niloy Ghosh, Karthik Gangu, Amir H Sohail, Asif Farooq, Babu S Maringanti, Aman Goyal, Anupa Patel, Muhammad S Khan, Abu B Sheikh

Faculty, Staff and Student Publications

Patients with cirrhosis that are hospitalized with COVID-19 infection have been found to have worse outcomes. No comparative study has been conducted between gastrointestinal (GI) bleeding in patients with cirrhosis who are diagnosed with COVID-19. We utilized the National Inpatient Sample (NIS) database to perform a retrospective analysis of 24, 050 patients diagnosed with cirrhosis and COVID-19. The identified patients were separated into variceal bleeding, nonvariceal bleeding, and no (or neither) GI bleeding groups. After performing propensity sample matching and multivariate analysis of mortality, we found no significant differences in mortality among the three groups. However, the variceal bleed group …

Innovations In Molecular Biomarkers And Biomaterial-Based Immunotherapies For Head & Neck Cancer, Sarah Anne Wong, Victoria A Manon, Simon Young, Chi T Viet

Faculty, Staff and Student Publications

Purpose of review: Oral squamous cell carcinoma (OSCC) survival rates have remained stagnant due to a lack of targeted therapies and diagnostic tools. Patient risk is currently determined solely through clinicopathologic features, primarily tumor staging, which lacks the necessary precision to stratify patients by risk and accurately dictate adjuvant treatment. Similarly, conventional OSCC therapies have well-established toxicities and limited efficacy.

Recent findings: Recent studies show that patient risk can now be assessed using non-invasive techniques, at earlier time points, and with greater accuracy using molecular biomarker panels. Additionally, novel immunotherapies not only utilize the host's immune response to combat disease …

Nontuberculosis Mycobacteria (Ntm) Infections In Patients With Leukemia: A Single Center Case Series, Jennifer Marvin-Peek, Koji Sasaki, Dimitrios P Kontoyiannis, Javier Adachi, Maro Ohanian, Koichi Takahashi, Ghayas C Issa, Steven Kornblau, Hussein A Abbas

Faculty, Staff and Student Publications

Patients with leukemia experience profound immunosuppression both from their underlying disease as well as chemotherapeutic treatment. Little is known about the prevalence and clinical presentation of nontuberculous mycobacteria (NTM) in this patient population. We identified six cases of NTM infection from 29,743 leukemia patients who had acid-fast bacilli (AFB) cultures. Four cases had bloodstream infections and five had disseminated disease, including one who presented with an unusual case of diffuse cellulitis/myositis. All patients were lymphopenic at time of diagnosis, and two patients ultimately died from their NTM infection. NTM infections are a rare, but potentially life-threatening infection in patients with …

Emerging Therapeutic Options For Follicular-Derived Thyroid Cancer In The Era Of Immunotherapy, Naimah Turner, Sarah Hamidi, Rim Ouni, Rene Rico, Ying C Henderson, Maria Puche, Sayan Alekseev, Jocelynn G Colunga-Minutti, Mark E Zafereo, Stephen Y Lai, Sang T Kim, Maria E Cabanillas, Roza Nurieva

Faculty, Staff and Student Publications

Although most follicular-derived thyroid cancers are well differentiated and have an overall excellent prognosis following treatment with surgery and radioiodine, management of advanced thyroid cancers, including iodine refractory disease and poorly differentiated/undifferentiated subtypes, is more challenging. Over the past decade, better understanding of the genetic drivers and immune milieu of advanced thyroid cancers has led to significant progress in the management of these patients. Numerous targeted kinase inhibitors are now approved by the U.S Food and Drug administration (FDA) for the treatment of advanced, radioiodine refractory differentiated thyroid cancers (DTC) as well as anaplastic thyroid cancer (ATC). Immunotherapy has also …

Canadian French Translation And Validation Of The Neck Dissection Impairment Index: A Quality Of Life Measure For The Surgical Oncology Population, Michel Khoury, William Guertin, Cameo Hao, Mikhail Saltychev, Tareck Ayad, Eric Bissada, Apostolos Christopoulos, Sami Moubayed, Marie-Jo Olivier, Douglas Chepeha, Stephen Y Lai, Anastasios Maniakas

Faculty, Staff and Student Publications

BACKGROUND: Neck dissections (ND) are a routine procedure in head and neck oncology. Given the postoperative functional impact that some patients experience, it is imperative to identify and track quality of life (QoL) symptomatology to tailor each patient's therapeutic needs. To date, there is no validated French-Canadian questionnaire for this patient-population. We therefore sought to translate and validate the Neck Dissection Impairment Index (NDII) in Canadian French.

METHODS: A 3-phased approach was used. Phase 1: The NDII was translated from English to Canadian French using a "forward and backward" translational technique following international guidelines. Phase 2: A cognitive debriefing session …

A Frequent Diagnostic Pitfall: Dermatological Clinical Features And Pathological Results In Diagnosing Pagetoid Squamous Cell Carcinoma In Situ (Case Series), Sheng-Kai Wang, Jia-Wei Cai, Yu Zhang, Ya-Jing Lin, Yi-Hui Yang

Faculty, Staff and Student Publications

Squamous cell carcinoma (SCC) in situ can occur on any skin or mucus surface and is more commonly found in elderly patients on areas of skin that have been sunburnt. Most previous case reports are from dermatologists, with few published reports from pathologists. In this study, three patients underwent pathological routine and auxiliary immunohistochemical (IHC) examination and were ultimately diagnosed with pagetoid SCC in situ - a different diagnosis from the initial clinical assessment. All three patients received a complete resection of the skin mass. After follow-up, as of June 2023, the patients had no tumour recurrence or metastasis. Pagetoid …

Activation Of Piezo1 Increases The Sensitivity Of Breast Cancer To Hyperthermia Therapy, Shao-Kang Wang, Xiao-Ting Zhang, Xuan-Yao Jiang, Bi-Jiang Geng, Tao-Lin Qing, Lei Li, Yun Chen, Jin-Feng Li, Xiao-Fang Zhang, Shuo-Gui Xu, Jiang-Bo Zhu, Yu-Ping Zhu, Mei-Tang Wang, Ji-Kuai Chen

Faculty, Staff and Student Publications

Photothermal therapy (PTT) of nanomaterials is an emerging novel therapeutic strategy for breast cancer. However, there exists an urgent need for appropriate strategies to enhance the antitumor efficacy of PTT and minimize damage to surrounding normal tissues. Piezo1 might be a promising novel photothermal therapeutic target for breast cancer. This study aims to explore the potential role of Piezo1 activation in the hyperthermia therapy of breast cancer cells and investigate the underlying mechanisms. Results showed that the specific agonist of Piezo1 ion channel (Yoda1) aggravated the cell death of breast cancer cells triggered by heat stress

Expert-Centered Evaluation Of Deep Learning Algorithms For Brain Tumor Segmentation, Katharina V Hoebel, Christopher P Bridge, Sara Ahmed, Oluwatosin Akintola, Caroline Chung, Raymond Y Huang, Jason M Johnson, Albert Kim, K Ina Ly, Ken Chang, Jay Patel, Marco Pinho, Tracy T Batchelor, Bruce R Rosen, Elizabeth R Gerstner, Jayashree Kalpathy-Cramer

Faculty, Staff and Student Publications

Purpose To present results from a literature survey on practices in deep learning segmentation algorithm evaluation and perform a study on expert quality perception of brain tumor segmentation. Materials and Methods A total of 180 articles reporting on brain tumor segmentation algorithms were surveyed for the reported quality evaluation. Additionally, ratings of segmentation quality on a four-point scale were collected from medical professionals for 60 brain tumor segmentation cases. Results Of the surveyed articles, Dice score, sensitivity, and Hausdorff distance were the most popular metrics to report segmentation performance. Notably, only 2.8% of the articles included clinical experts' evaluation of …

Promising Response Of Olaparib In Patient With Germline Atm-Mutated Metastatic Gastric Cancer, Kok Hoe Chan, Darius Rutazanaa, Curtis Wray, Nirav Thosani, Victor Yang, Putao Cen

Faculty, Staff and Student Publications

Gastric cancer ranks as the fifth leading cause of global cancer incidences, exhibiting varied prevalence influenced by geographical, ethnic, and lifestyle factors, as well as

Survivorship, Outcomes, And Risk Factors For Conversion To Total Hip Arthroplasty After Revision Hip Arthroscopic Surgery In Obese Patients: Results At A Minimum 5-Year Follow-Up, Peng Li, Jie Luo, Zilong Zheng, Lu Meng, Anqi Zhang, Wei Cao, Xiaomei Gong

Faculty, Staff and Student Publications

OBJECTIVE: A high number of Non-Small Cell Lung Cancer (NSCLC) patients with brain metastasis who have not had surgery often have a negative outlook. Radiotherapy remains a most common and effective method. Nomograms were developed to forecast the cancer-specific survival (CSS) and overall survival (OS) in NSCLC individuals with nonoperative brain metastases who underwent radiotherapy.

METHODS: Information was gathered from the Surveillance, Epidemiology, and End Results (SEER) database about patients diagnosed with NSCLC who had brain metastases not suitable for surgery. Nomograms were created and tested using multivariate Cox regression models to forecast CSS and OS at intervals of 1, …

Peripheral Nerve Stimulation After Total Knee Arthroplasty And Non-Operable Patella Fracture, Peter D Vu, Farah Gul, Christopher L Robinson, Grant H Chen, Jamal Hasoon

Faculty, Staff and Student Publications

Chronic knee pain, affecting over 25% of adults in the United States, has surged by 65% over the past two decades leading to rising functional deficits, mobility problems, and a diminished quality of life. While conservative management with pharmacologic and minimally invasive injections are pursued early in the disease process, total knee arthroplasty for refractory osteoarthritis of the knee is often considered. This procedure usually improves pain and functionality within the first three months. However, a significant portion of patients often suffer from postoperative pain that can become chronic and debilitating. We detail the case of a patient with a …

Protection Against Fibrosis By A Bacterial Consortium In Metabolic Dysfunction-Associated Steatohepatitis And The Role Of Amino Acid Metabolism, Suet-Ying Kwan, Kristyn A Gonzales, Mohamed A Jamal, Heather L Stevenson, Lin Tan, Philip L Lorenzi, P Andrew Futreal, Ernest T Hawk, Joseph B Mccormick, Susan P Fisher-Hoch, Robert R Jenq, Laura Beretta

Faculty, Staff and Student Publications

The gut microbiota drives progression to liver fibrosis, the main determinant of mortality in metabolic dysfunction-associated steatohepatitis (MASH). In this study, we aimed to identify bacterial species associated with protection against liver fibrosis in a high-risk population, and test their potential to protect against liver fibrosis in vivo. Based on stool shotgun metagenomic sequencing of 340 subjects from a population cohort disproportionally affected by MASH, we identified bacterial species from the Bacteroidales and Clostridiales orders associated with reduced risk of liver fibrosis. A bacterial consortium was subsequently tested in a mouse model of MASH, which demonstrated protective effects against …

Early And Rapid Development Of Bronchiolitis Obliterans Syndrome After Allogeneic Hematopoietic Cell Transplantation, Jacqueline S Dickey, Burton F Dickey, Amin M Alousi, Richard E Champlin, Ajay Sheshadri

Faculty, Staff and Student Publications

Bronchiolitis obliterans (BO) is a form of graft-versus-host disease (GVHD) in the lung and manifests as moderate to severe airflow obstruction after hematopoietic stem cell transplantation (HCT). New-onset airflow obstruction on spirometry is considered diagnostic of bronchiolitis obliterans syndrome (BOS). BOS affects about 5% of all HCT recipients. In general, BO is thought of as a late complication of HCT, usually occurring after day 100 post-transplantation. However, the onset of airflow obstruction can be rapid and is most often irreversible even with treatment. We describe a patient who rapidly developed severe airflow obstruction less than one month after transplantation following …

Non-Homologous End-Joining Genotype, Mrna Expression, And Dna Repair Capacity In Childhood Acute Lymphocytic Leukemia, Chao-Chun Chen, Wen-Shin Chang, Jen-Sheng Pei, Chien-Chung Kuo, Chung-Hsing Wang, Yun-Chi Wang, Pei-Chen Hsu, Jie-Long He, Jian Gu, Da-Tian Bau, Chia-Wen Tsai

Faculty, Staff and Student Publications

Background/aim: The capacity for non-homologous end-joining (NHEJ) repair plays a pivotal role in maintaining genome stability and in carcinogenesis. However, there is little literature on the involvement of NHEJ-related genes in childhood acute lymphocytic leukemia (ALL). Our study aimed to elucidate the impact of polymorphisms of X-ray repair cross-complementing group 4 (XRCC4) (rs6869366, rs2075685, rs2075686, rs28360071, rs3734091, rs28360317, rs1805377), XRCC5 (rs828907, rs11685387, rs9288518), XRCC6 (rs5751129, rs2267437, rs132770, rs132774), XRCC7 rs7003908, and DNA ligase IV (LIG4) rs1805388, on the odds of childhood ALL.

Materials and methods: Genotypes NHEJ-related genes of 266 cases and 266 controls were determined, and the genotype-phenotype correlation …

Metarnn: Differentiating Rare Pathogenic And Rare Benign Missense Snvs And Indels Using Deep Learning, Fang Li, Zenan Sun, Ahmed Abdelhameed, Tiehang Duan, Laila Rasmy, Xinyue Hu, Jianping He, Yifang Dang, Jingna Feng, Jianfu Li, Yichen Wang, Tianchen Lyu, Naomi Braun, Si Pham, Michael Gharacholou, Delisa Fairweather, Degui Zhi, Jiang Bian, Cui Tao

Faculty, Staff and Student Publications

BACKGROUND: Effective management of dual antiplatelet therapy (DAPT) following drug-eluting stent (DES) implantation is crucial for preventing adverse events. Traditional prognostic tools, such as rule-based methods or Cox regression, despite their widespread use and ease, tend to yield moderate predictive accuracy within predetermined timeframes. This study introduces a new contrastive learning-based approach to enhance prediction efficacy over multiple time intervals.

METHODS: We utilized retrospective, real-world data from the OneFlorida + Clinical Research Consortium. Our study focused on two primary endpoints: ischemic and bleeding events, with prediction windows of 1, 2, 3, 6, and 12 months post-DES implantation. Our approach first …

Salmonella Detection In Food Using A Hek-Htlr5 Reported Cell-Based Sensor, Esma Eser, Victoria A. Felton, Rishi Drolia, Arun K. Bhunia

Biological Sciences Faculty Publications

The development of a rapid, sensitive, specific method for detecting foodborne pathogens is paramount for supplying safe food to enhance public health safety. Despite the significant improvement in pathogen detection methods, key issues are still associated with rapid methods, such as distinguishing living cells from dead, the pathogenic potential or health risk of the analyte at the time of consumption, the detection limit, and the sample-to-result. Mammalian cell-based assays analyze pathogens’ interaction with host cells and are responsive only to live pathogens or active toxins. In this study, a human embryonic kidney (HEK293) cell line expressing Toll-Like Receptor 5 (TLR-5) …