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209 citation(s) found for "Li, Chiang".

Effect of Sacubitril/Valsartan on Cognitive Function in Patients With Heart Failure With Preserved Ejection Fraction: A Prespecified Analysis of PARAGON-HF
Dewan, Pooja , Shen, Li , Jhund, Pardeep S. , Chandra, Alvin , Chiang, Lu‐May, Claggett, Brian , Desai, Akshay S. , Gong, Jianjian , Lefkowitz, Marty , Maggioni, Aldo P. , Martínez, Felipe A. , Redfield, Margaret M. , Rouleau, Jean L. , Veldhuisen, Dirk J. van , Zannad, Faı̈ez , Solomon, Scott D. , Jhund, Pardeep S , Chandra, Alvin , Claggett, Brian L , Desai, Akshay S , Lam, Carolyn S P , Lefkowitz, Martin P , Maggioni, Aldo P , Martinez, Felipe , Packer, Milton , Redfield, Margaret M , Rouleau, Jean L , Van Veldhuisen, Dirk J , Zannad, Faiez , Zile, Michael R , Solomon, Scott David , Ferreira, João Pedro , Anand, Inder S. , Lam, Carolyn S.P. , Packer, Milton , Zile, Michael R. , McMurray, John J.V.

Mayo Clinic

Circulation | June 6, 2024 | Volume: 150 | Issue: 4 | Pages: 272-282

10.1161/circulationaha.124.068774 | PMID 38841854 Get It

BACKGROUND: A hypothetical concern has been raised that sacubitril/valsartan might cause cognitive impairment because neprilysin is one of several enzymes degrading amyloid-β peptides in the brain, some of which are neurotoxic and linked to Alzheimer-type dementia. To address this, we examined the effect of sacubitril/valsartan compared with valsartan on cognitive function in patients with heart failure with preserved ejection fraction in a prespecified substudy of PARAGON-HF (Prospective Comparison of Angiotensin Receptor Neprilysin Inhibitor With Angiotensin Receptor Blocker Global Outcomes in Heart Failure With Preserved Ejection Fraction). METHODS: In PARAGON-HF, serial assessment of cognitive function was conducted in a subset of patients with the Mini-Mental State Examination (MMSE; score range, 0–30, with lower scores reflecting worse cognitive function). The prespecified primary analysis of this substudy was the change from baseline in MMSE score at 96 weeks. Other post hoc analyses included cognitive decline (fall in MMSE score of ≥3 points), cognitive impairment (MMSE score <24), or the occurrence of dementia-related adverse events. RESULTS: Among 2895 patients included in the MMSE substudy with baseline MMSE score measured, 1453 patients were assigned to sacubitril/valsartan and 1442 to valsartan. Their mean age was 73 years, and the median follow-up was 32 months. The mean±SD MMSE score at randomization was 27.4±3.0 in the sacubitril/valsartan group, with 10% having an MMSE score <24; the corresponding numbers were nearly identical in the valsartan group. The mean change from baseline to 96 weeks in the sacubitril/valsartan group was −0.05 (SE, 0.07); the corresponding change in the valsartan group was −0.04 (0.07). The mean between-treatment difference at week 96 was −0.01 (95% CI, −0.20 to 0.19; P =0.95). Analyses of a ≥3-point decline in MMSE, decrease to a score <24, dementia-related adverse events, and combinations of these showed no difference between sacubitril/valsartan and valsartan. No difference was found in the subgroup of patients tested for apolipoprotein E ε4 allele genotype. CONCLUSIONS: Patients with heart failure with preserved ejection fraction in PARAGON-HF had relatively low baseline MMSE scores. Cognitive change, measured by MMSE, did not differ between treatment with sacubitril/valsartan and treatment with valsartan in patients with heart failure with preserved ejection fraction. REGISTRATION: URL: https://www.clinicaltrials.gov ; Unique identifier: NCT01920711.
Global epidemiology of early‐onset upper gastrointestinal cancer: trend from the Global Burden of Disease Study 2019
Danpanichkul, Pojsakorn , Auttapracha, Thanida , Kongarin, Siwanart , Jaruvattanadilok, Supitchaya , Saowapa, Sakditad , Suparan, Kanokphong , Liangpunsakul, Suthat , Wallace, Michael B. , Lui, Rashid , Wijarnpreecha, Karn , Wallace, Michael B , Danpanichkul, Pojsakorn , Ponvilawan, Ben , Simadibrata, Daniel Martin , Duangsonk, Kwanjit , Wijarnpreecha, Karn

Mayo Clinic

Journal of Gastroenterology and Hepatology | May 22, 2024 | Volume: 39 | Issue: 9 | Pages: 1856-1868

10.1111/jgh.16620 | PMID 38772743 Get It

AbstractBackground and AimIn recent years, there has been a growing incidence of gastrointestinal cancer in young individuals. Despite its significant morbidity and mortality, research on upper gastrointestinal (UGI) cancer in young populations has been relatively limited. Therefore, studies on the epidemiological changes of this cancer are needed.MethodsUsing data from the Global Burden of Disease Study 2019, we examined the incidence, death, and disability‐adjusted life years (DALYs) from UGI cancers in the young, namely, early‐onset esophageal cancer (EOEC) and early‐onset gastric cancer (EOGC). These results were stratified by sex, geographical region, country, and sociodemographic index.ResultsThere was a total of 185 140 cases, 120 289 deaths, and 5.70 million DALYs attributable to early‐onset UGI cancers globally. From 2010 to 2019, the global incidence, death, and DALYs rates of early‐onset UGI cancers decreased. In contrast, the incidence rates increased in both EOEC (+1.15%) and EOGC (+0.21%) in the Eastern Mediterranean region.ConclusionsOver the past decade, the burden of UGI cancer in the young has decreased. However, it has increased in the Eastern Mediterranean region. Further research to elucidate the attributable risk factors in this population is warranted.
Epigenetic Memory of Intestinal Epithelial Cells in Inflammatory Bowel Disease
Gonzalez, Michelle , Chiang, David , Klatt, Emily, Fedyshyn, Yaroslav , Kossick, Kimberlee , Sagstetter, Mary R., Hamdan, Feda H.

Mayo Clinic

Physiology | May 21, 2024 | Volume: 39 | Issue: S1 | Pages: No page available

10.1152/physiol.2024.39.s1.1793 Get It

Background: The pathogenesis of human Inflammatory Bowel Disease (IBD) is a multifactorial process including interaction between immune, epithelial, and environmental factors. Growing evidence suggests that epithelial cell defects play major role in the pathogenesis of IBD. Epigenetic memory involves lasting, cell-type specific modifications to chromatin at multiple scales, which impacts transcriptional programs required for normal cell functions. A major gap in knowledge are the mechanisms involved in establishing and maintaining memory in cell types and diseases of the intestine. The objective of this study was to determine if intestinal epithelial cells (IECs) retain a memory of altered chromatin architectures and resultant regulation following inflammation. The hypothesis was that the IECs would show lasting altered chromatin structure landscapes (epigenetic memory) in response to inflammation. Methods: We have developed a multicellular model system of IBD using adult stem cell derived organoids from humans with IBD, from regions of the colon with and without active inflammation. We performed ATAC-seq, bulk RNA-seq and single cell RNA-seq on these organoids derived from the uninflamed and inflamed tissues of IBD patients, specifically Ulcerative Colitis (UC). Results: Regions of increased chromatin accessibility are enriched in organoids derived from areas of inflammation in UC patients compared to organoids from patient-matched, uninflamed regions. These open chromatin regions are associated with proinflammatory genes, with modest transcriptional alterations, pointing to an epigenetic inflammatory memory. Motif analysis for accessibly peaks in UC showed an enrichment of the AP-1 family of transcription factors and chromatin remodelers (SMARCA4). This data is consistent with other studies of inflammatory memory from other epithelial cell types, but we show this for the first time in IECs in the context of IBD. Conclusions: This study presents a novel line of investigation and development of model systems to examine epigenetic memory of IECs in human IBD. We expect that our studies will identify new chromatin-based mechanisms of IEC function that are impacted by inflammation. This research was funded by American Gastroenterological Association Research Scholar Award and KL2 Scholar Career Development Award (KL2 TR002379, National Center for Advancing Translational Science). This is the full abstract presented at the American Physiology Summit 2024 meeting and is only available in HTML format. There are no additional versions or additional content available for this abstract. Physiology was not involved in the peer review process.
The Burden of Overweight and Obesity-Associated Gastrointestinal Cancers in Low and Lower-Middle-Income Countries: A Global Burden of Disease 2019 Analysis
Danpanichkul, Pojsakorn , Auttapracha, Thanida , Sukphutanan, Banthoon , Ng, Cheng Han , Wattanachayakul, Phuuwadith , Kongarin, Siwanart , Dutta, Priyata , Duangsonk, Kwanjit , Thongpiya, Jerapas , Seko, Yuya , Noureddin, Mazen , Yang, Ju Dong , Wallace, Michael B. , Muthiah, Mark D , Seko, Yuya , Takahashi, Hirokazu , Yang, Ju Dong , Wijarnpreecha, Karn , Wallace, Michael B , Ng, Cheng Han , Danpanichkul, Pojsakorn , Huang, Daniel Q. , Lui, Rashid , Wijarnpreecha, Karn

Mayo Clinic

American Journal of Gastroenterology | April 22, 2024 | Volume: 119 | Issue: 6 | Pages: 1177-1180

10.14309/ajg.0000000000002819 | PMID 38900306 Get It

INTRODUCTION: Obesity is associated with cancer, including gastrointestinal (GI). Data from low (LICs) and lower-middle-income countries (MICs) are limited. METHODS: We utilized data from the Global Burden of Disease Study 2019 to determine the mortality from GI cancer risk of high body mass index (BMI) in these countries. RESULTS: Mortality rates of GI cancers from high BMI increased in LICs and lower MICs, while burdens decreased or remained stable in high and middle-income countries. DISCUSSION: The GI cancer-related burden from high BMI increased in LICs and lower MICs, necessitating a concerted effort to tackle the obesity pandemic.
Accelerated Endothelial Dysfunction in Migraine with Aura Compared to Migraine Without Aura in Patients of Different Age and Sex Groups Identified by an Artificial Intelligence-ECG Age-estimation Algorithm (P5-12.001)
Wang, Han , Lim, Elisabeth S. , Zhang, Nan , Baez‐Suarez, Abraham, Friedman, Paul A. , Cutrer, Michael, Tietjen, Gretchen E. , Attia, Zachi I. , Noseworthy, Peter A. , Chao, Chieh‐Ju , Chhabra, Nikita , Cutrer, Michael, Schwedt, Todd J. , Dodick, David W. , Chiang, Chia‐Chun

Mayo Clinic

Neurology | April 9, 2024 | Volume: 102 | Issue: 7_supplement_1 | Pages: No page available

10.1212/wnl.0000000000204586 Get It

Exploring the Potential of Large Language Models in Neurology, Using Neurologic Localization as an Example
Chiang, Chia‐Chun , Fries, Jason , Fries, Jason A, Chiang, Chia-Chun

Mayo Clinic

Neurology Clinical Practice | March 27, 2024 | Volume: 14 | Issue: 3 | Pages: No page available

10.1212/cpj.0000000000200311 | PMID 38601858 Get It

A large language model–based generative natural language processing framework fine‐tuned on clinical notes accurately extracts headache frequency from electronic health records
Chiang, Chia‐Chun , Luo, Man , Dumkrieger, Gina , Trivedi, Shubham , Chen, Yi‐Chieh , Chao, Chieh‐Ju , Schwedt, Todd J. , Sarker, Abeed , Banerjee, Imon , Banerjee, Imon , Chiang, Chia-Chun , Schwedt, Todd J , Dumkrieger, Gina , Chao, Chieh-Ju , Chen, Yi-Chieh

Mayo Clinic

Headache: The Journal of Head and Face Pain | March 25, 2024 | Volume: 64 | Issue: 4 | Pages: 400-409

10.1111/head.14702 | PMID 38525734 Get It

Abstract Objective To develop a natural language processing (NLP) algorithm that can accurately extract headache frequency from free‐text clinical notes. Background Headache frequency, defined as the number of days with any headache in a month (or 4 weeks), remains a key parameter in the evaluation of treatment response to migraine preventive medications. However, due to the variations and inconsistencies in documentation by clinicians, significant challenges exist to accurately extract headache frequency from the electronic health record (EHR) by traditional NLP algorithms. Methods This was a retrospective cross‐sectional study with patients identified from two tertiary headache referral centers, Mayo Clinic Arizona and Mayo Clinic Rochester. All neurology consultation notes written by 15 specialized clinicians (11 headache specialists and 4 nurse practitioners) between 2012 and 2022 were extracted and 1915 notes were used for model fine‐tuning (90%) and testing (10%). We employed four different NLP frameworks: (1) ClinicalBERT (Bidirectional Encoder Representations from Transformers) regression model, (2) Generative Pre‐Trained Transformer‐2 (GPT‐2) Question Answering (QA) model zero‐shot, (3) GPT‐2 QA model few‐shot training fine‐tuned on clinical notes, and (4) GPT‐2 generative model few‐shot training fine‐tuned on clinical notes to generate the answer by considering the context of included text. Results The mean (standard deviation) headache frequency of our training and testing datasets were 13.4 (10.9) and 14.4 (11.2), respectively. The GPT‐2 generative model was the best‐performing model with an accuracy of 0.92 (0.91, 0.93, 95% confidence interval [CI]) and R 2 score of 0.89 (0.87, 0.90, 95% CI), and all GPT‐2–based models outperformed the ClinicalBERT model in terms of exact matching accuracy. Although the ClinicalBERT regression model had the lowest accuracy of 0.27 (0.26, 0.28), it demonstrated a high R 2 score of 0.88 (0.85, 0.89), suggesting the ClinicalBERT model can reasonably predict the headache frequency within a range of ≤ ± 3 days, and the R 2 score was higher than the GPT‐2 QA zero‐shot model or GPT‐2 QA model few‐shot training fine‐tuned model. Conclusion We developed a robust information extraction model based on a state‐of‐the‐art large language model, a GPT‐2 generative model that can extract headache frequency from EHR free‐text clinical notes with high accuracy and R 2 score. It overcame several challenges related to different ways clinicians document headache frequency that were not easily achieved by traditional NLP models. We also showed that GPT‐2–based frameworks outperformed ClinicalBERT in terms of accuracy in extracting headache frequency from clinical notes. To facilitate research in the field, we released the GPT‐2 generative model and inference code with open‐source license of community use in GitHub. Additional fine‐tuning of the algorithm might be required when applied to different health‐care systems for various clinical use cases.
Noninvasive Markers of Inflammation and Protein Loss Augment Diagnosis of Pediatric Celiac Disease
Sutton, Kimberly A., Ma, Changqing , Faubion, William A. , Hoffmann, Julie, Linneman, Laura, Rodríguez, Cynthia , Holtz, Lori R. , Holtz, Lori R , He, Mai , Liu, Ta‐Chiang

Mayo Clinic

Clinical and Translational Gastroenterology | March 14, 2024 | Volume: 15 | Issue: 5 | Pages: e00695

10.14309/ctg.0000000000000695 | PMID 38483287 Get It

INTRODUCTION: Circulating tissue transglutaminase immunoglobulin A concentration is a sensitive and specific indicator of celiac disease, but discrepancies between serologic and histologic findings occur. We hypothesized that fecal markers of inflammation and protein loss would be greater in patients with untreated celiac disease than in healthy controls. Our study aims to evaluate multiple fecal and plasma markers in celiac disease and correlate these findings with serologic and histologic findings as noninvasive means of evaluating disease activity. METHODS: Participants with positive celiac serologies and controls with negative celiac serologies were prospectively enrolled before upper endoscopy. Blood, stool, and duodenal biopsies were collected. Concentrations of fecal lipocalin-2, calprotectin, and alpha-1-antitrypsin and plasma lipocalin-2 were determined. Biopsies underwent modified Marsh scoring. Significance was tested between cases and controls, modified Marsh score and tissue transglutaminase immunoglobulin A concentration. RESULTS: Lipocalin-2 was significantly elevated in the stool ( P = 0.006) but not the plasma of participants with positive celiac serologies. There was no significant difference in fecal calprotectin or alpha-1 antitrypsin between participants with positive celiac serologies and controls. Fecal alpha-1 antitrypsin >100 mg/dL was specific, but not sensitive for biopsy-proven celiac disease. DISCUSSION: Lipocalin-2 is elevated in the stool but not the plasma of patients with celiac disease suggesting a role of local inflammatory response. Calprotectin was not a useful marker in the diagnosis of celiac disease. While random fecal alpha-1 antitrypsin was not significantly elevated in cases compared with controls, an elevation of greater than 100 mg/dL was 90% specific for biopsy-proven celiac disease.
Interview: Chia-Chun Chiang
Chiang, Chia‐Chun

Mayo Clinic

Neurology The American Medical Journal | February 19, 2024 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.33590/neurolamj/10300987 Get It

Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific Literature
Lozano, Alejandro , Fleming, Scott L. , Chiang, Chia‐Chun , Shah, Nigam H. , Lozano, Alejandro

Mayo Clinic

Biocomputing 2024 | December 18, 2023 | Volume: No volume available | Issue: No issue available | Pages: 8-23

10.1142/9789811286421_0002 Get It