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Haastrup PF, Hansen JM, Søndergaard J, Jarbøl DE. General practice variation in peptic ulcer prophylaxis: a nationwide register-based study. Scand J Prim Health Care 2025; 43:66-74. [PMID: 39210714 PMCID: PMC11834809 DOI: 10.1080/02813432.2024.2396871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 08/20/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Incidence of peptic ulcer bleeding can be substantially reduced by prophylactic use of proton pump inhibitors (PPIs) in patients at risk, but use of PPI varies among risk patients, and substantial under-prescribing may exist. The variation in prophylactic prescribing among general practices remains unknown. METHODS A nationwide register-based cross-sectional study analyzing the proportion of patients at risk of ulcer bleeding receiving PPI treatment within Danish general practices. Using logistic regression, we analyze associations between general practice characteristics and prophylactic treatment among patients at risk of ulcer bleeding listed with the general practice. RESULTS In most general practices, less than 40% of the patients at increased risk of ulcer bleeding were covered by PPI. Geographical variation was present, where practice location outside the capital area was associated with higher odds of PPI coverage among their risk patients. Partnership practices with GPs with a mean age ≥65 years or with only female GPs were associated with higher odds of providing prophylaxis among their risk patients compared to practices with a mean GP age <45 years or with only male GPs. Similar associations were not found for single-handed practices. CONCLUSIONS A significant under-prescribing of ulcer prophylaxis is common across all general practice characteristics, and only few associations with practice characteristics were present. Most efforts to rationalize PPI prescribing have aimed at reducing overprescribing but the findings point to under-prescribing as a problem as well. Development of new methods to assist GPs in identifying individuals at risk of ulcer complications is needed.
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Affiliation(s)
- Peter Fentz Haastrup
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Jane Møller Hansen
- Department of Medical Gastroenterology, Odense University Hospital, Odense, Denmark
| | - Jens Søndergaard
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Dorte Ejg Jarbøl
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
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Jeong J, Han H, Ro DH, Han HS, Won S. Development of Prediction Model Using Machine-Learning Algorithms for Nonsteroidal Anti-inflammatory Drug-Induced Gastric Ulcer in Osteoarthritis Patients: Retrospective Cohort Study of a Nationwide South Korean Cohort. Clin Orthop Surg 2023; 15:678-689. [PMID: 37529187 PMCID: PMC10375806 DOI: 10.4055/cios22240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 12/14/2022] [Accepted: 02/01/2023] [Indexed: 08/03/2023] Open
Abstract
Background Nonsteroidal anti-inflammatory drugs (NSAID) are currently among the most prescribed medications worldwide to relieve pain and reduce inflammation, especially in patients suffering osteoarthritis (OA). However, NSAIDs are known to have adverse effects on the gastrointestinal system. If a gastric ulcer occurs, planned OA treatment needs to be changed, incurring additional treatment costs and causing discomfort for both patients and clinicians. Therefore, it is necessary to create a gastric ulcer prediction model that can reflect the detailed health status of each individual and to use it when making treatment plans. Methods Using sample cohort data from 2008 to 2013 from the National Health Insurance Service in South Korea, we developed a prediction model for NSAID-induced gastric ulcers using machine-learning algorithms and investigated new risk factors associated with medication and comorbidities. Results The population of the study consisted of 30,808 patients with OA who were treated with NSAIDs between 2008 and 2013. After a 2-year follow-up, these patients were divided into two groups: without gastric ulcer (n=29,579) and with gastric ulcer (n=1,229). Five machine-learning algorithms were used to develop the prediction model, and a gradient boosting machine (GBM) was selected as the model with the best performance (area under the curve, 0.896; 95% confidence interval, 0.883-0.909). The GBM identified 5 medications (loxoprofen, aceclofenac, talniflumate, meloxicam, and dexibuprofen) and 2 comorbidities (acute upper respiratory tract infection [AURI] and gastroesophageal reflux disease) as important features. AURI did not have a dose-response relationship, so it could not be interpreted as a significant risk factor even though it was initially detected as an important feature and improved the prediction performance. Conclusions We obtained a prediction model for NSAID-induced gastric ulcers using the GBM method. Since personal prescription period and the severity of comorbidities were considered numerically, individual patients' risk could be well reflected. The prediction model showed high performance and interpretability, so it is meaningful to both clinicians and NSAID users.
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Affiliation(s)
- Jaehan Jeong
- Department of Public Health Sciences, Seoul National University, Seoul, Korea
| | - Hyein Han
- Department of Public Health Sciences, Seoul National University, Seoul, Korea
| | - Du Hyun Ro
- Department of Orthopedic Surgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
- CONNECTEVE, Co. LTD., Seoul, Korea
| | - Hyuk-Soo Han
- Department of Orthopedic Surgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Sungho Won
- Department of Public Health Sciences, Seoul National University, Seoul, Korea
- Institute of Health and Environment, Seoul National University, Seoul, Korea
- RexSoft Inc., Seoul, Korea
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Lee S, Heo KN, Lee MY, Ah YM, Shin J, Lee JY. Derivation and validation of a risk prediction score for nonsteroidal anti-inflammatory drug-related serious gastrointestinal complications in the elderly. Br J Clin Pharmacol 2023; 89:2216-2223. [PMID: 36807272 DOI: 10.1111/bcp.15696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 12/27/2022] [Accepted: 02/09/2023] [Indexed: 02/22/2023] Open
Abstract
AIMS Few studies have quantified the impact of risk factors on GI complications in elderly nonsteroidal anti-inflammatory drug (NSAID) users. This study aimed to develop and validate a risk prediction score for severe GI complications to identify high-risk elderly patients using NSAID. METHODS We used the following two Korean claims datasets: customized data with an enrolment period 2016-2017 for model development, and the sample data in 2019 for external validation. We conducted a nested case-control study for model development and validation. NSAID users were identified as the elderly (≥65 years) who received NSAIDs for more than 30 days. Serious GI complications were defined as hospitalizations or emergency department visits, with a main diagnosis of GI bleeding or perforation. We applied the logistic least absolute shrinkage and selection operator (LASSO) regression model for variable selection and model fitting. RESULTS We identified 8176 cases and 81 760 controls with a 1:10 matched follow-up period in the derivation cohort. In the external validation cohort, we identified 372 cases from 254 551 patients. The risk predictors were high-dose NSAIDs, nonselective NSAID, complicated GI ulcer history, male sex, concomitant gastroprotective agents, relevant co-medications, severe renal disease and cirrhosis. Area under the receiver operating characteristic curve was 0.79 (95% confidence interval, 0.77-0.81) in the external validation dataset. CONCLUSIONS The prediction model may be a useful tool for reducing the risk of serious GI complications by identifying high-risk elderly patients.
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Affiliation(s)
- Suhyun Lee
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, 1, Gwanak-ro, Seoul, 08826, Republic of Korea
| | - Kyu-Nam Heo
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, 1, Gwanak-ro, Seoul, 08826, Republic of Korea
| | - Mee Yeon Lee
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, 1, Gwanak-ro, Seoul, 08826, Republic of Korea
| | - Young-Mi Ah
- College of Pharmacy, Yeungnam University, Gyeongsan, Gyeongbuk, 38541, Republic of Korea
| | - Jaekyu Shin
- Department of Clinical Pharmacy, School of Pharmacy, University of California, San Francisco, 533 Parnassus Avenue, U585, Box 0622, San Francisco, California, 94143-0622, USA
| | - Ju-Yeun Lee
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, 1, Gwanak-ro, Seoul, 08826, Republic of Korea
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Twine CP, Kakkos SK, Aboyans V, Baumgartner I, Behrendt CA, Bellmunt-Montoya S, Jilma B, Nordanstig J, Saratzis A, Reekers JA, Zlatanovic P, Antoniou GA, de Borst GJ, Bastos Gonçalves F, Chakfé N, Coscas R, Dias NV, Hinchliffe RJ, Kolh P, Lindholt JS, Mees BME, Resch TA, Trimarchi S, Tulamo R, Vermassen FEG, Wanhainen A, Koncar I, Fitridge R, Matsagkas M, Valgimigli M. Editor's Choice - European Society for Vascular Surgery (ESVS) 2023 Clinical Practice Guidelines on Antithrombotic Therapy for Vascular Diseases. Eur J Vasc Endovasc Surg 2023; 65:627-689. [PMID: 37019274 DOI: 10.1016/j.ejvs.2023.03.042] [Citation(s) in RCA: 88] [Impact Index Per Article: 44.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 03/03/2023] [Indexed: 04/05/2023]
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Wang YS, Huang NK, Lin YC, Chang WC, Huang WC. Aspirin and Sulindac act via different mechanisms to inhibit store-operated calcium channel: Implications for colorectal cancer metastasis. Biomed Pharmacother 2021; 145:112476. [PMID: 34864310 DOI: 10.1016/j.biopha.2021.112476] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 11/18/2021] [Accepted: 11/23/2021] [Indexed: 02/08/2023] Open
Abstract
Store-operated Ca2+ channel (SOC)-regulated Ca2+ entry is involved in inflammation and colorectal cancer (CRC) progression, but clinically applicable treatments targeting this mechanism are lacking. Recent studies have shown that nonsteroidal anti-inflammatory drugs (NSAIDs) not only inhibit inflammation but they also suppress Ca2+ entry via SOC (SOCE). Therefore, delineating the mechanisms of SOCE inhibition by NSAIDs may lead to new CRC treatments. In this study, we tested eight candidate NSAIDs in Ca2+ imaging experiments and found that Aspirin and Sulindac were the most effective at suppressing SOCE. Furthermore, time-lapse FRET imaging using TIRF microscopy and ground state depletion (GSD) super-resolution (SR) imaging revealed that SOC was inhibited by Aspirin and Sulindac via different mechanisms. Aspirin quickly interrupted the STIM1-Orai1 interaction, whereas Sulindac mainly suppressed STIM1 translocation. Additionally, Aspirin and Sulindac both inhibited metastasis-related endpoints in CRC cells. Both drugs were used throughout the study at doses that suppressed CRC cell migration and invasion without altering cell survival. This is the first study to reveal the differential inhibitory mechanisms of Aspirin and Sulindac on SOC activity. Thus, our results shed new light on the therapeutic potential of Aspirin for CRC and SOCE-related diseases.
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Affiliation(s)
- Yu-Shiuan Wang
- Ph.D. Program in Clinical Drug Development of Herbal Medicine, College of Pharmacy, Taipei Medical University, Xinyi District, Taipei 110, Taiwan, ROC
| | - Nai-Kuei Huang
- Ph.D. Program in Clinical Drug Development of Herbal Medicine, College of Pharmacy, Taipei Medical University, Xinyi District, Taipei 110, Taiwan, ROC; National Research Institute of Chinese Medicine, Ministry of Health and Welfare, Beitou District, Taipei 112, Taiwan, ROC
| | - Yu-Chiao Lin
- Department of Pharmacology, College of Medicine, National Taiwan University, Zhongzheng District, Taipei 100, Taiwan, ROC
| | - Wei-Chiao Chang
- Ph.D. Program in Clinical Drug Development of Herbal Medicine, College of Pharmacy, Taipei Medical University, Xinyi District, Taipei 110, Taiwan, ROC; Department of Clinical Pharmacy, School of Pharmacy, Taipei Medical University, Xinyi District, Taipei 110, Taiwan, ROC; Department of Pharmacy, Integrative Research Center for Critical Care, Wan Fang Hospital, Taipei Medical University, Wenshan District, Taipei 116, Taiwan, ROC; Department of Pharmacology, National Defense Medical Center, Neihu District, Taipei 114, Taiwan, ROC.
| | - Wan-Chen Huang
- Single-Molecule Biology Core Lab, Institute of Cellular and Organismic Biology, Academia Sinica, Nankang District, Taipei 115, Taiwan, ROC; Institute of Medical Device and Imaging, National Taiwan University, Zhongzheng District, Taipei 100, Taiwan, ROC.
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Wan Ghazali WS, Wan Zainudin WMKB, Yahya NK, Mohamed Ismail A, Wong KK. Older age and diclofenac are associated with increased risk of upper gastrointestinal bleeding in gout patients. PeerJ 2021; 9:e11468. [PMID: 34055491 PMCID: PMC8142925 DOI: 10.7717/peerj.11468] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2020] [Accepted: 04/26/2021] [Indexed: 12/26/2022] Open
Abstract
Background Gouty arthritis is a disease of global burden in which defective metabolism of uric acid causes arthritis. Gouty arthritis or medications used for its treatment may lead to uric acid-associated complications such as upper gastrointestinal bleeding (UGIB) and renal impairment. Methods In this cross-sectional study with retrospective record review, 403 established gouty arthritis patients were recruited to determine the incidence of UGIB and associated factors among gout patients who were on regular nonsteroidal anti-inflammatory drugs (NSAIDs). Results The mean age of the 403 gouty arthritis patients was 55.7 years old and the majority (n = 359/403; 89.1%) were male. The incidence of UGIB among gouty arthritis patients who were on NSAIDs was 7.2% (n = 29/403). Older age (p < 0.001), diclofenac medication (p = 0.003), pantoprazole medication (p = 0.003), end-stage renal failure (ESRF) (p = 0.007), smoking (p = 0.035), hypertension (p = 0.042) and creatinine (p = 0.045) were significant risk factors for UGIB among the gouty arthritis patients in univariable analysis. Older age (p = 0.001) and diclofenac medication (p < 0.001) remained significant risk factors for UGIB among the gouty arthritis patients in multivariable analysis. Conclusions Age and diclofenac were significantly associated with UGIB among patients with gouty arthritis on regular NSAIDs, indicating that these factors increased the risks of developing UGIB in gout patients. Hence, these high-risk groups of gouty arthritis patients should be routinely monitored to avoid the potential onset of UGIB. Our data also suggest that diclofenac should be prescribed for the shortest duration possible to minimize the risk of developing UGIB in gout patients.
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Affiliation(s)
- Wan Syamimee Wan Ghazali
- Department of Internal Medicine, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia
| | - Wan Mohd Khairul Bin Wan Zainudin
- Department of Internal Medicine, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia
| | - Nurul Khaiza Yahya
- Department of Immunology, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia
| | - Asmahan Mohamed Ismail
- Department of Medicine, Hospital Raja Perempuan Zainab II, Kota Bharu, Kelantan, Malaysia
| | - Kah Keng Wong
- Department of Immunology, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia
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Haastrup PF, Hansen JM, Søndergaard J, Jarbøl DE. Proton pump inhibitor use among patients at risk of peptic ulcer bleeding: a nationwide register-based study. Scand J Gastroenterol 2021; 56:6-12. [PMID: 33280480 DOI: 10.1080/00365521.2020.1853220] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND Proton pump inhibitors reduce the risk of peptic ulcer bleeding in patients at risk. The knowledge about the extent of gastroprotection in patients at increased risk and factors associated with prophylactic treatment is limited. AIMS (1) to analyze the extent of gastroprotective undertreatment in patients using aspirin/non-steroidal anti-inflammatory drugs and (2) to analyze which patient characteristics are associated with proton pump inhibitor prophylaxis among those at increased ulcer bleeding risk. METHODS A Danish nationwide register-based study. Based on a risk stratification model we identified citizens at increased ulcer bleeding risk and analyzed the proportion concomitantly treated with proton pump inhibitors. Further, we analyzed associations between use of ulcer prophylaxis and comorbidity and socioeconomic characteristics. RESULTS Some 44.4% of the high-risk patients were concomitantly treated with proton pump inhibitors. In the crude analyses cohabiting, having a high educational level and a high income were significantly associated with lower odds of being treated with proton pump inhibitors. When adjusting for medication use, age, sex and comorbidity the associations were insignificant. CONCLUSIONS There is room for improvement in the extent of ulcer prophylaxis but no clear social gradient in under prescribing of gastroprotection. With the substantial risk-reducing possibility concomitant proton pump inhibitor use could save numerous patients from ulcer bleeding each year. Our study calls for increased awareness of peptic ulcer bleeding risk and dissemination of knowledge to clinicians about risk factors for gastrointestinal hemorrhage and the risk reducing potential of co-prescribing proton pump inhibitors to patients at risk.
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Affiliation(s)
- Peter Fentz Haastrup
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Jane Møller Hansen
- Department of Medical Gastroenterology, Odense University Hospital, Odense, Denmark
| | - Jens Søndergaard
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Dorte Ejg Jarbøl
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
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Gupta RC, Kalidindi SR, Doss RB, Lall R, Srivastava A, Sinha A. Nutraceuticals in arthritis. NUTRACEUTICALS 2021:193-214. [DOI: 10.1016/b978-0-12-821038-3.00014-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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