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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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Boros E, Pintér J, Molontay R, Prószéky KG, Vörhendi N, Simon OA, Teutsch B, Pálinkás D, Frim L, Tari E, Gagyi EB, Szabó I, Hágendorn R, Vincze Á, Izbéki F, Abonyi-Tóth Z, Szentesi A, Vass V, Hegyi P, Erőss B. New machine-learning models outperform conventional risk assessment tools in Gastrointestinal bleeding. Sci Rep 2025; 15:6371. [PMID: 39984590 PMCID: PMC11845789 DOI: 10.1038/s41598-025-90986-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Accepted: 02/17/2025] [Indexed: 02/23/2025] Open
Abstract
Rapid and accurate identification of high-risk acute gastrointestinal bleeding (GIB) patients is essential. We developed two machine-learning (ML) models to calculate the risk of in-hospital mortality in patients admitted due to overt GIB. We analyzed the prospective, multicenter Hungarian GIB Registry's data. The predictive performance of XGBoost and CatBoost machine-learning algorithms with the Glasgow-Blatchford (GBS), pre-endoscopic Rockall and ABC scores were compared. We evaluated our models using five-fold cross-validation, and performance was measured by area under receiver operating characteristic curve (AUC) analysis with 95% confidence intervals (CI). Overall, we included 1,021 patients in the analysis. In-hospital death occurred in 108 cases. The XGBoost and the CatBoost model identified patients who died with an AUC of 0.84 (CI:0.76-0.90; 0.77-0.90; respectively) in the internal validation set, whereas the GBS and pre-endoscopic Rockall clinical scoring system's performance was significantly lower, AUC values of 0.68 (CI:0.62-0.74) and 0.62 (CI:0.56-0.67), respectively. ABC score had an AUC of 0.77 (CI:0.71-0.83). The XGBoost model had a specificity of 0.96 (CI:0.92-0.98) at a sensitivity of 0.25 (CI:0.10-0.43) compared with the CatBoost model, which had a specificity of 0.74 (CI:0.66-0.83) at a sensitivity of 0.78 (CI:0.57-0.95). XGBoost and the CatBoost models evaluate the mortality risk of acute GI bleeding better, than the conventional risk assessment tools.
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Affiliation(s)
- Eszter Boros
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- Fejér County Szent György University Teaching Hospital, Székesfehérvár, Hungary
| | - József Pintér
- Department of Stochastics, Institute of Mathematics, Budapest University of Technology and Economics, Budapest, Hungary
| | - Roland Molontay
- Department of Stochastics, Institute of Mathematics, Budapest University of Technology and Economics, Budapest, Hungary
- Institute of Biostatistics and Network Science, Semmelweis University, Budapest, Hungary
| | - Kristóf Gergely Prószéky
- Department of Stochastics, Institute of Mathematics, Budapest University of Technology and Economics, Budapest, Hungary
| | - Nóra Vörhendi
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- Internal Medicine, Hospital and Clinics of Siófok, Siófok, Hungary
| | - Orsolya Anna Simon
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- First Department of Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Brigitta Teutsch
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
| | - Dániel Pálinkás
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Department of Gastroenterology, Central Hospital of Northern Pest - Military Hospital, Budapest, Hungary
| | - Levente Frim
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Edina Tari
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Institute of Pancreatic Diseases, Semmelweis University, Budapest, Hungry, Hungary
| | - Endre Botond Gagyi
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Selye János Doctoral College for Advanced Studies, Semmelweis University, Budapest, Hungary
| | - Imre Szabó
- First Department of Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Roland Hágendorn
- First Department of Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Áron Vincze
- First Department of Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Ferenc Izbéki
- Fejér County Szent György University Teaching Hospital, Székesfehérvár, Hungary
| | - Zsolt Abonyi-Tóth
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Department of Biostatistics, University of Veterinary Medicine, Budapest, Hungary
| | - Andrea Szentesi
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Vivien Vass
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Péter Hegyi
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
| | - Bálint Erőss
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary.
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary.
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Bezati S, Ventoulis I, Verras C, Boultadakis A, Bistola V, Sbyrakis N, Fraidakis O, Papadamou G, Fyntanidou B, Parissis J, Polyzogopoulou E. Major Bleeding in the Emergency Department: A Practical Guide for Optimal Management. J Clin Med 2025; 14:784. [PMID: 39941455 PMCID: PMC11818891 DOI: 10.3390/jcm14030784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Revised: 01/15/2025] [Accepted: 01/22/2025] [Indexed: 02/16/2025] Open
Abstract
Major bleeding is a life-threatening condition with high morbidity and mortality. Trauma, gastrointestinal bleeding, haemoptysis, intracranial haemorrhage or other causes of bleeding represent major concerns in the Emergency Department (ED), especially when complicated by haemodynamic instability. Severity and source of bleeding, comorbidities, and prior use of anticoagulants are pivotal factors affecting both the clinical status and the patients' differential response to haemorrhage. Thus, risk stratification is fundamental in the initial assessment of patients with bleeding. Aggressive resuscitation is the principal step for achieving haemodynamic stabilization of the patient, which will further allow appropriate interventions to be made for the definite control of bleeding. Overall management of major bleeding in the ED should follow a holistic individualized approach which includes haemodynamic stabilization, repletion of volume and blood loss, and reversal of coagulopathy and identification of the source of bleeding. The aim of the present practical guide is to provide an update on recent epidemiological data about the most common etiologies of bleeding and summarize the latest evidence regarding the bundles of care for the management of patients with major bleeding of traumatic or non-traumatic etiology in the ED.
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Affiliation(s)
- Sofia Bezati
- Department of Emergency Medicine, Attikon University Hospital, National and Kapodistrian University of Athens, 12462 Athens, Greece; (C.V.); (A.B.); (J.P.); (E.P.)
| | - Ioannis Ventoulis
- Department of Occupational Therapy, University of Western Macedonia, 50200 Ptolemaida, Greece;
| | - Christos Verras
- Department of Emergency Medicine, Attikon University Hospital, National and Kapodistrian University of Athens, 12462 Athens, Greece; (C.V.); (A.B.); (J.P.); (E.P.)
| | - Antonios Boultadakis
- Department of Emergency Medicine, Attikon University Hospital, National and Kapodistrian University of Athens, 12462 Athens, Greece; (C.V.); (A.B.); (J.P.); (E.P.)
| | - Vasiliki Bistola
- Second Department of Cardiology, Attikon University Hospital, National and Kapodistrian University of Athens, 12462 Athens, Greece;
| | - Nikolaos Sbyrakis
- Department of Emergency Medicine, University Hospital of Heraklion, 71500 Crete, Greece;
| | - Othon Fraidakis
- Department of Emergency Medicine, Venizelion Hospital of Heraklion, 71409 Crete, Greece;
| | - Georgia Papadamou
- Department of Emergency Medicine, University Hospital of Larissa, 41334 Larissa, Greece;
| | - Barbara Fyntanidou
- Department of Emergency Medicine, AHEPA University Hospital, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece;
| | - John Parissis
- Department of Emergency Medicine, Attikon University Hospital, National and Kapodistrian University of Athens, 12462 Athens, Greece; (C.V.); (A.B.); (J.P.); (E.P.)
| | - Effie Polyzogopoulou
- Department of Emergency Medicine, Attikon University Hospital, National and Kapodistrian University of Athens, 12462 Athens, Greece; (C.V.); (A.B.); (J.P.); (E.P.)
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Yousif YF, Dhaif MB, Alaysreen AA, Mallah SI, AlHoda M, Alrahma HA, Alekri AA, Qaroof TH, Alsaegh A. Clinical Epidemiology, Etiology, and Outcomes of Upper Gastrointestinal Bleeding at a Tertiary Center in Bahrain: A Retrospective Study. Cureus 2025; 17:e77133. [PMID: 39791018 PMCID: PMC11717402 DOI: 10.7759/cureus.77133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/08/2025] [Indexed: 01/12/2025] Open
Abstract
Background Upper gastrointestinal bleeding (UGIB) is one of the most common major medical emergencies. This study sought to determine the epidemiology, clinical characteristics, and outcomes of UGIB in the largest major tertiary care center in Bahrain, compared to regional and international cohorts. Methods We conducted a retrospective cohort study of all patients diagnosed with UGIB between April 2021 and April 2022 in Salmaniya Medical Complex, Bahrain's largest tertiary-level public hospital. The primary outcomes measured included 30-day mortality rates and one-year readmission rates. Other variables collected included demographic factors, baseline characteristics, comorbidities, symptomatology, endoscopic findings, and etiologies of the bleeding. Results A total of 212 patients with UGIB were included. The mean age of the patients was 56.7 ± 19.1 years. More than 50% of patients with UGIB presented with melena and symptoms of anemia. The most common cause of UGIB in Bahrain was duodenal ulcers, which were found in 75 patients (37.7%). One in two patients with UGIB required packed red blood cells, while fresh-frozen plasma and platelet transfusions were reserved for severe cases. The readmission rate within one year of discharge (14.2%) was associated with smoking, cardiac history, melena, gastric malignancy, and rescope during admission. The 30-day mortality (15.6%) was associated with comorbidities of chronic kidney disease, cerebrovascular disease, and hematochezia on presentation. Conclusion Overall, the mortality rate of UGIB in Bahrain is higher than in countries in the region, the UK, and the US, signaling potential gaps in management and a reflection of a more complex patient population.
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Affiliation(s)
- Yousif F Yousif
- Department of Surgery, The Royal Marsden NHS Foundation Trust, London, GBR
| | - Mahmood B Dhaif
- Department of Internal Medicine, Salmaniya Medical Complex, Manama, BHR
| | - Ali A Alaysreen
- Department of Family Medicine, Salmaniya Medical Complex, Manama, BHR
| | - Saad I Mallah
- Department of Surgery, Barking, Havering and Redbridge University Hospitals NHS Trust, London, GBR
| | - Moosa AlHoda
- Department of Medicine, RCSI (Royal College of Surgeons in Ireland) - Medical University of Bahrain, Al Sayh, BHR
- Department of Internal Medicine, Salmaniya Medical Complex, Manama, BHR
| | - Husain A Alrahma
- Department of Gastroenterology and Hepatology, Salmaniya Medical Complex, Manama, BHR
| | - Ahmed A Alekri
- Department of Internal Medicine, Salmaniya Medical Complex, Manama, BHR
- Department of General Practice, RCSI (Royal College of Surgeons in Ireland) - Medical University of Bahrain, Al Sayh, BHR
- Department of General Practice, Manama Medical Center, Manama, BHR
| | - Tahera H Qaroof
- Department of Psychiatry, Salmaniya Medical Complex, Manama, BHR
| | - Ahmed Alsaegh
- Department of Gastroenterology and Hepatology, Salmaniya Medical Complex, Manama, BHR
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Teutsch B, Tóth ZA, Ferencz O, Vörhendi N, Simon OA, Boros E, Pálinkás D, Frim L, Tari E, Kalló P, Gagyi EB, Hussein T, Váncsa S, Vass V, Szentesi A, Vincze Á, Izbéki F, Hegyi P, Hágendorn R, Szabó I, Erőss B. Hemoglobin decrease predicts untoward outcomes better than severity of anemia. Sci Rep 2024; 14:31056. [PMID: 39730800 DOI: 10.1038/s41598-024-82237-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Accepted: 12/03/2024] [Indexed: 12/29/2024] Open
Abstract
Patients with gastrointestinal bleeding (GIB) exhibit varying tolerances to acute blood loss. We aimed to investigate the effect of relative Hb decrease (ΔHb%) on GIB outcomes. Participants enrolled in the Hungarian GIB Registry between 2019 and 2022 were analyzed. The primary outcome, defined as a composite endpoint, included in-hospital bleeding-related mortality and the need for urgent intervention. Four groups were created based on the lowest Hb measured during hospitalization (nadirHb), along with four subgroups categorized by ΔHb%. Regardless of the nadirHb, participants with higher ΔHb% had a higher probability of reaching the composite endpoint. A 30-40% ΔHb% decrease to a nadirHb of 80-90 g/L resulted in a similar likelihood of reaching the primary endpoint as a 0-10% ΔHb% to 70-80 g/L or 60-70 g/L, respectively (10% vs. 12%, p = 1.00; 10% vs. 10%, p = 1.00). Our results showed that a higher Hb decrease in GIB is associated with an increased untoward outcome rate even when the lowest hemoglobin exceeds the recommended transfusion thresholds. New randomized controlled trials investigating transfusion thresholds should consider ΔHb% as a potential key variable and risk factor.
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Affiliation(s)
- Brigitta Teutsch
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary.
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary.
- Department of Radiology, Medical Imaging Centre, Semmelweis University, Budapest, Hungary.
| | - Zsolt Abonyi Tóth
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Department of Biostatistics, University of Veterinary Medicine, Budapest, Hungary
| | - Orsolya Ferencz
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
| | - Nóra Vörhendi
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Orsolya Anna Simon
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- First Department of Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Eszter Boros
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- First Department of Internal Medicine, Fejér County Szent György University Teaching Hospital, Székesfehérvár, Hungary
| | - Dániel Pálinkás
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Department of Gastroenterology, Central Hospital of Nothern Pest - Military Hospital, Budapest, Hungary
| | - Levente Frim
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- First Department of Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Edina Tari
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- First Department of Internal Medicine, Fejér County Szent György University Teaching Hospital, Székesfehérvár, Hungary
| | - Patrícia Kalló
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Endre Botond Gagyi
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Selye János Doctoral College for Advanced Studies, Semmelweis University, Budapest, Hungary
| | - Tamás Hussein
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- Institute of Pancreatic Diseases, Semmelweis University, Budapest, Hungary
| | - Szilárd Váncsa
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Institute of Pancreatic Diseases, Semmelweis University, Budapest, Hungary
| | - Vivien Vass
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Andrea Szentesi
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Áron Vincze
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- First Department of Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Ferenc Izbéki
- First Department of Internal Medicine, Fejér County Szent György University Teaching Hospital, Székesfehérvár, Hungary
| | - Péter Hegyi
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Institute of Pancreatic Diseases, Semmelweis University, Budapest, Hungary
| | - Roland Hágendorn
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- First Department of Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Imre Szabó
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- First Department of Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Bálint Erőss
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Institute of Pancreatic Diseases, Semmelweis University, Budapest, Hungary
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Belete MW, Kebede MA, Bedane MR, Berhe TT, Tekle AB, Shash EP, Eshetu MA, Bushiso GD, Loge BY. Factors associated with severity and length of hospital stay in patients with acute upper gastrointestinal bleeding: insights from two Ethiopian hospitals. Int J Emerg Med 2024; 17:185. [PMID: 39639237 PMCID: PMC11622544 DOI: 10.1186/s12245-024-00768-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Accepted: 11/17/2024] [Indexed: 12/07/2024] Open
Abstract
BACKGROUND Upper gastrointestinal bleeding (UGIB) is a critical emergency with substantial morbidity and mortality. Outcomes depend on bleeding severity, patient risk factors, and comorbidities. This study evaluated clinical patterns and factors influencing disease severity and hospital stay among patients present with UGIB symptoms at two major Ethiopian hospitals. METHODS A retrospective, cross-sectional review was conducted on 199 UGIB patients admitted to Yekatit 12 Hospital Medical College (Y12HMC) and Tikur Anbesa Specialized Hospital (TASH) from September 2022 to September 2023. Data on demographics, clinical presentations, endoscopic findings, and outcomes were analyzed using SPSS version 26. Binary logistic regression assessed associations, with statistical significance set at P < 0.05. RESULTS Of 199 patients, 70.9% were male, predominantly aged 18-40. Hematemesis (63.8%) and hematemesis with melena (27.6%) were common presentations. Endoscopy was not performed on more than half of the participants, with 116 patients (58.3%) not undergoing this procedure. Among the 83 cases who did have endoscopy, esophageal varices emerged as the most common condition, observed in 43.3% (36 cases. Smoking (AOR = 1.77), alcohol intake (AOR = 1.89), and drug use (AOR = 1.34) were linked to higher severity scores. Alcohol use, comorbidities, liver disease, and previous drug use correlated with prolonged hospital stays. CONCLUSION UGIB predominantly affects younger males, with hematemesis as the primary presentation. Key factors like smoking, alcohol intake, and drug use were associated with greater disease severity and longer hospital stays. These findings suggest the importance of lifestyle interventions, particularly in resource-limited settings.
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Affiliation(s)
- Missgana Worku Belete
- Department of Internal Medicine, School of Medicine, College of Medicine and Health Science, Mizan Tepi University, Mizan Aman, Ethiopia
| | - Molla Asnake Kebede
- Department of Medicine, College of Medicine and Health Science, Mizan Tepi University, Mizan Aman, Ethiopia.
| | - Meaza Rorisa Bedane
- Department of Internal Medicine, Yekatit 12 Hospital Medical College, Addis Abeba, Ethiopia
| | - Trhas Tadesse Berhe
- Department of Epidemiology, Yekatit 12 Hospital Medical College, Addis Abeba, Ethiopia
| | - Alemayehu Beharu Tekle
- Emergency Department, School of Medicine, College of Medicine and Health Science, Mizan Tepi University, Mizan Aman, Ethiopia
| | - Erkihun Pawlos Shash
- Department of Internal Medicine, School of Medicine, College of Medicine and Health Science, Mizan Tepi University, Mizan Aman, Ethiopia
| | - Misikr Alemu Eshetu
- Department of Internal Medicine, School of Medicine, College of Medicine and Health Science, Mizan Tepi University, Mizan Aman, Ethiopia
| | - Girma Daniel Bushiso
- Department of Medicine, College of Medicine and Health Science, Mizan Tepi University, Mizan Aman, Ethiopia
| | - Biruk Yacob Loge
- Internal Medicine Unite, Durame General Hospital, SNNPR, P.O. Box 143, Durame, Ethiopia
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7
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Jin BC, Seo SY, Kim SW. Rare case of beet juice mimicking gastrointestinal bleeding: diagnostic implication. Endoscopy 2024; 56:E234-E235. [PMID: 38458242 PMCID: PMC10923637 DOI: 10.1055/a-2268-6016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/10/2024]
Affiliation(s)
- Byung Chul Jin
- Department of Internal Medicine, Jeonbuk National University Medical School, Jeonju, Korea (the Republic of)
| | - Seung Young Seo
- Department of Internal Medicine, Jeonbuk National University Medical School, Jeonju, Korea (the Republic of)
| | - Sang-Wook Kim
- Department of Internal Medicine, Jeonbuk National University Medical School, Jeonju, Korea (the Republic of)
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8
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Marinelli B, Sinha I, Klein ED, Mills AC, Maron SZ, Havaldar S, Kim M, Radell J, Titano JJ, Bishay VL, Glicksberg BS, Lookstein RA. Prediction of gastrointestinal active arterial extravasation on computed tomographic angiography using multivariate clinical modeling. Clin Radiol 2024; 79:e1451-e1458. [PMID: 39245603 DOI: 10.1016/j.crad.2024.08.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 07/03/2024] [Accepted: 08/08/2024] [Indexed: 09/10/2024]
Abstract
AIMS To evaluate the ability of logistic regression and machine learning methods to predict active arterial extravasation on computed tomographic angiography (CTA) in patients with acute gastrointestinal hemorrhage using clinical variables obtained prior to image acquisition. MATERIALS AND METHODS CT angiograms performed for the indication of gastrointestinal bleeding at a single institution were labeled retrospectively for the presence of arterial extravasation. Positive and negative cases were matched for age, gender, time period, and site using Propensity Score Matching. Clinical variables were collected including recent history of gastrointestinal bleeding, comorbidities, laboratory values, and vitals. Data were partitioned into training and testing datasets based on the hospital site. Logistic regression, XGBoost, Random Forest, and Support Vector Machine classifiers were trained and five-fold internal cross-validation was performed. The models were validated and evaluated with the area under the receiver operating characteristic curve. RESULTS Two-hundred and thirty-one CTA studies with arterial gastrointestinal extravasation were 1:1 matched with 231 negative studies (N=462). After data preprocessing, 389 patients and 36 features were included in model development and analysis. Two hundred and fifty-five patients (65.6%) were selected for the training dataset. Validation was performed on the remaining 134 patients (34.4%); the area under the receiver operating characteristic curve for the logistic regression, XGBoost, Random Forest, and Support Vector Machine classifiers was 0.82, 0.68, 0.54, and 0.78, respectively. CONCLUSION Logistic regression and machine learning models can accurately predict presence of active arterial extravasation on CTA in patients with acute gastrointestinal bleeding using clinical variables.
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Affiliation(s)
- B Marinelli
- Icahn School of Medicine at Mount Sinai, Department of Diagnostic, Molecular and Interventional Radiology, Division of Interventional Radiology, New York City, USA; Memorial Sloan Kettering Cancer Center, Department of Radiology, Division of Interventional Radiology, New York City, USA.
| | - I Sinha
- Icahn School of Medicine at Mount Sinai, Department of Diagnostic, Molecular and Interventional Radiology, Division of Interventional Radiology, New York City, USA
| | - E D Klein
- Icahn School of Medicine at Mount Sinai, Department of Diagnostic, Molecular and Interventional Radiology, Division of Interventional Radiology, New York City, USA
| | - A C Mills
- Icahn School of Medicine at Mount Sinai, Department of Diagnostic, Molecular and Interventional Radiology, Division of Interventional Radiology, New York City, USA
| | - S Z Maron
- Icahn School of Medicine at Mount Sinai, Department of Diagnostic, Molecular and Interventional Radiology, Division of Interventional Radiology, New York City, USA
| | - S Havaldar
- Hasso Plattner Institute for Digital Health at Mount Sinai, New York City, USA
| | - M Kim
- Icahn School of Medicine at Mount Sinai, Department of Diagnostic, Molecular and Interventional Radiology, Division of Interventional Radiology, New York City, USA
| | - J Radell
- Icahn School of Medicine at Mount Sinai, Department of Diagnostic, Molecular and Interventional Radiology, Division of Interventional Radiology, New York City, USA
| | - J J Titano
- Mount Sinai Medical Center, Department of Radiology, Division of Interventional Radiology, Miami, USA
| | - V L Bishay
- Icahn School of Medicine at Mount Sinai, Department of Diagnostic, Molecular and Interventional Radiology, Division of Interventional Radiology, New York City, USA
| | - B S Glicksberg
- Hasso Plattner Institute for Digital Health at Mount Sinai, New York City, USA
| | - R A Lookstein
- Icahn School of Medicine at Mount Sinai, Department of Diagnostic, Molecular and Interventional Radiology, Division of Interventional Radiology, New York City, USA
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Rodrigues A, Gonçalves LR, Gregório T, Baldaia C, Santo GC, Gouveia J. Urgent Reversal of Direct Oral Anticoagulants in Critical and Life-Threatening Bleeding: A Multidisciplinary Expert Consensus. J Clin Med 2024; 13:6842. [PMID: 39597986 PMCID: PMC11595216 DOI: 10.3390/jcm13226842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Revised: 11/08/2024] [Accepted: 11/11/2024] [Indexed: 11/29/2024] Open
Abstract
Direct oral anticoagulants (DOACs) are increasingly being used due to their improved efficacy/safety ratio and lower clinical and economic burden when compared to vitamin K antagonists. However, bleeding is still the most frequent complication associated with DOACs, and although rare, bleeding episodes can be life-threatening or critical. The impact of DOAC anticoagulation activity during a bleeding event must be evaluated according to patient clinical assessment, dosage and time from last intake, the presence of comorbidities (especially kidney and liver dysfunction), and, whenever possible, coagulation tests. Unfortunately, DOACs' anticoagulation activity is not easily or usually detectable in routine common coagulation testing. Specific DOAC tests allow for specific drug monitoring, but they are too time consuming, and are usually unavailable in routine emergency practice. If a clinically relevant DOAC plasma concentration is assumed or proven in a severe bleeding scenario, DOAC reversal is needed to restore hemostasis. This experts' consensus provides a narrative review about DOAC reversal and practical life-threatening bleeding management in several scenarios (trauma, intracranial hemorrhage and gastrointestinal bleeding), focusing on the selection of patients to whom specific reversal agents should be given.
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Affiliation(s)
- Anabela Rodrigues
- Serviço de Imuno-Hemoterapia, Unidade Local de Saúde (ULS) Santa Maria, 1649-028 Lisboa, Portugal
| | - Luciana Ricca Gonçalves
- Serviço de Imuno-Hemoterapia, Unidade Local de Saúde (ULS) São João, 4200-319 Porto, Portugal;
| | - Tiago Gregório
- Serviço de Medicina Interna e Unidade AVC, Unidade Local de Gaia e Espinho, 4434-502 Vila Nova de Gaia, Portugal;
- CINTESIS—Centro de Investigação em Tecnologias e Serviços de Saúde, 4200-450 Porto, Portugal
| | - Cilénia Baldaia
- Serviço de Medicina Intensiva, Unidade Local de Saúde (ULS) Santa Maria, 1649-028 Lisboa, Portugal; (C.B.); (J.G.)
- Serviço de Gastroenterologia, Unidade Local de Saúde (ULS) Santa Maria, 1649-028 Lisboa, Portugal
- Clínica Universitária de Gastrenterologia, Faculdade de Medicina de Lisboa, 1649-028 Lisboa, Portugal
| | - Gustavo C. Santo
- Serviço de Neurologia, Hospitais da Universidade de Coimbra, Unidade Local de Saúde (ULS) de Coimbra, 3004-561 Coimbra, Portugal;
- Center for Innovative Biomedicine and Biotechnology (CiBB), Universidade de Coimbra, 3004-561 Coimbra, Portugal
| | - João Gouveia
- Serviço de Medicina Intensiva, Unidade Local de Saúde (ULS) Santa Maria, 1649-028 Lisboa, Portugal; (C.B.); (J.G.)
- Clínica Universitária de Medicina Intensiva, Faculdade de Medicina de Lisboa, 1649-028 Lisboa, Portugal
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10
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Gallo C, Dioscoridi L, Mutignani M. The Oakland score: When low specificity implies excessive costs and time consume. GASTROENTEROLOGIA Y HEPATOLOGIA 2024; 47:502204. [PMID: 38723770 DOI: 10.1016/j.gastrohep.2024.502204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 03/30/2024] [Indexed: 05/27/2024]
Affiliation(s)
- Camilla Gallo
- Digestive and Interventional Endoscopy Unit, ASST GOM Niguarda, Milan, Italy.
| | - Lorenzo Dioscoridi
- Digestive and Interventional Endoscopy Unit, ASST GOM Niguarda, Milan, Italy
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11
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Barannikov SV, Cherednikov EF, Polubkova GV, Vorontsov AK, Maleev YV, Bolkhovitinov AE, Prokhorov GV. First experience of using alginate polymer polysaccharide hemostatic hydrogel in complex endoscopic treatment of unstable gastroduodenal ulcer bleeding: Clinical cases. KUBAN SCIENTIFIC MEDICAL BULLETIN 2024; 31:73-92. [DOI: 10.25207/1608-6228-2024-31-3-73-92] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2025]
Abstract
Background. Gastroduodenal ulcer bleeding continues to be a serious problem in modern emergency surgery. Early intensive therapy combined with endoscopic hemostasis remains crucial for successful treatment of patients with ulcerative hemorrhages. The problem of recurrent bleeding, which is recorded in 12–33% of cases, even when using combined methods of endoscopic hemostasis, is still the most difficult challenge in the treatment of patients with ulcerative bleeding. The search for new approaches in the endoscopic treatment of bleeding gastroduodenal ulcers is considered to be highly relevant.Description of clinical cases. The present paper describes the experience of using an alginate polymer polysaccharide hemostatic hydrogel in the complex treatment of two patients with unstable bleeding from duodenal ulcers. Patient B., 70 years old, with severe somatic pathology and a history of ulcers for 20 years, was admitted to the Voronezh City Clinical Emergency Hospital No. 1 with gastroduodenal ulcer bleeding. According to urgent esophagogastroduodenoscopy, the patient was diagnosed with a bleeding ulcer of the anterior wall of the duodenum with unstable bleeding (Forrest IIA). A large thrombosed vessel 2 mm in diameter was detected in the ulcer base. Patient K., 50 years old, suffering from type II diabetes mellitus for 4 years, was admitted to an emergency hospital with Forrest IIB bleeding from an extensive ulcerative defect of the duodenum. The complex treatment of patients involved a personalized approach using an alginate polymer polysaccharide hemostatic hydrogel during therapeutic endoscopy. After applying a powdered alginate hemostatic agent, a transparent hydrogel tightly fixed to the ulcer was formed on the surface of the ulcerative defect, which remained on the surface of the defect for up to 3–4 days and provided a prolonged hemostatic effect without any damaging effect on the ulcer and the surrounding mucous membrane of the duodenum. Transendoscopic application of an alginate polymer polysaccharide hemostatic hydrogel on the surface of a bleeding ulcer in the complex treatment of unstable ulcer bleeding prevented recurrent bleeding and ensured proper healing of the ulcer defect, thereby improving treatment results for patients with complicated peptic ulcer disease.Conclusion. Clinical observations have shown that the use of alginate polymer polysaccharide hemostatic hydrogels in combined endoscopic treatment of unstable gastroduodenal ulcer bleeding reliably prevents recurrence of hemorrhage, stabilizes the condition of patients in the early stages, improves the quality of healing of a bleeding ulcerative defect, thereby suggesting the prospects of use of this hemostatic in the treatment of gastroduodenal ulcer bleeding. However, the present paper describes only the first experience of the clinical use of hemostatic alginate polymer polysaccharide hemostatic hydrogel, which is to be analyzed in more details on a larger sample of patients.
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12
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Nigam GB, Murphy MF, Travis SPL, Stanley AJ. Machine learning in the assessment and management of acute gastrointestinal bleeding. BMJ MEDICINE 2024; 3:e000699. [PMID: 38389720 PMCID: PMC10882311 DOI: 10.1136/bmjmed-2023-000699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 02/05/2024] [Indexed: 02/24/2024]
Affiliation(s)
- Gaurav Bhaskar Nigam
- Translational Gastroenterology Unit, Oxford University Hospitals NHS Trust, Oxford, UK
| | - Michael F Murphy
- Transfusion Medicine, NHS Blood and Transplant, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Simon P L Travis
- Kennedy Institute of Rheumatology, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences and, Biomedical Research Centre, Oxford University, Oxford, UK
| | - Adrian J Stanley
- Department of Gastroenterology, Glasgow Royal Infirmary, Glasgow, UK
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13
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Radaelli F, Rocchetto S, Piagnani A, Savino A, Di Paolo D, Scardino G, Paggi S, Rondonotti E. Scoring systems for risk stratification in upper and lower gastrointestinal bleeding. Best Pract Res Clin Gastroenterol 2023; 67:101871. [PMID: 38103927 DOI: 10.1016/j.bpg.2023.101871] [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: 09/08/2023] [Accepted: 10/01/2023] [Indexed: 12/19/2023]
Abstract
Several scoring systems have been developed for both upper and lower GI bleeding to predict the bleeding severity and discriminate between low-risk patients, who may be suitable for outpatient management, and those who would likely need hospital-based interventions and are at high risk for adverse outcomes. Risk scores created to identify low-risk patients (namely the Glasgow Blatchford Score and the Oakland score) showed very good discriminative performances and their implementation has proven to be effective in reducing hospital admissions and healthcare burden. Conversely, the performances of risk scores in identifying specific adverse events to define high-risk patients are less accurate, and whether their integration into routine clinical practice has a tangible impact on patient management remains unproven. This review describes the existing risk score systems for GI bleeding, emphasizes key research findings, elucidates the circumstances in which their utilization can be beneficial, examines their constraints when considering routine clinical application, and discuss future development.
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Affiliation(s)
- Franco Radaelli
- Gastroenterology Unit, Valduce Hospital, Via Dante 10, 22100, Como, Italy.
| | - Simone Rocchetto
- Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Department of Gastroenterology and Hepatology, University of Milan, Via Festa del Perdono, 7, 20122, Milan, MI, Italy.
| | - Alessandra Piagnani
- Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Department of Gastroenterology and Hepatology, University of Milan, Via Festa del Perdono, 7, 20122, Milan, MI, Italy.
| | - Alberto Savino
- Division of Gastroenterology, Department of Medicine and Surgery, University of Milano- Bicocca, Piazza dell'Ateneo Nuovo, 1, Monza, 20126, Milan, Italy.
| | - Dhanai Di Paolo
- Gastroenterology Unit, Valduce Hospital, Via Dante 10, 22100, Como, Italy.
| | - Giulia Scardino
- Gastroenterology Unit, Valduce Hospital, Via Dante 10, 22100, Como, Italy.
| | - Silvia Paggi
- Gastroenterology Unit, Valduce Hospital, Via Dante 10, 22100, Como, Italy.
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14
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Ghazanfar H, Javed N, Balar B. The Role of Timely Angiography in Elderly Patients Presenting With Lower Gastrointestinal Bleeding. Cureus 2023; 15:e47701. [PMID: 38021564 PMCID: PMC10674099 DOI: 10.7759/cureus.47701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/26/2023] [Indexed: 12/01/2023] Open
Abstract
Lower gastrointestinal bleeding (LGIB) is associated with significant morbidity and mortality in the elderly population. Timely diagnosis and establishing the etiology of the LGIB can guide appropriate treatment and management. Our patient is a 91-year-old female who presented to the ER with the complaint of several episodes of hematochezia that started four hours before her presentation. The patient underwent an urgent CT angiography showing active bleeding in the proximal ascending colon. She underwent a super-selective arteriogram followed by embolization of the ascending colon arterial culprit bleeding territory using two coils. Her clinical condition improved, and she had no further episodes of hematochezia. Her case highlights the importance of timely diagnosis of the underlying etiology of a patient presenting with LGIB.
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Affiliation(s)
| | - Nismat Javed
- Internal Medicine, BronxCare Health System, Bronx, USA
| | - Bhavna Balar
- Gastroenterology, BronxCare Health System, Bronx, USA
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15
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Savonitto S, Montalto C, De Servi S. Gastrointestinal bleeding, a preventable cause of hospital admission: Time for specific studies in patients on antithrombotic therapy. Eur J Intern Med 2023; 116:38-40. [PMID: 37517937 DOI: 10.1016/j.ejim.2023.07.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 07/26/2023] [Indexed: 08/01/2023]
Affiliation(s)
| | - Claudio Montalto
- De Gasperis Cardio Center, Interventional Cardiology Unit, Niguarda Hospital, Milan, Italy
| | - Stefano De Servi
- Department of Molecular Medicine, University of Pavia, Pavia, Italy
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