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Ridha B, Hey N, Ritchie L, Toews R, Turcotte Z, Jamison B. Predicting the need for urgent endoscopic intervention in lower gastrointestinal bleeding: a retrospective review. BMC Emerg Med 2024; 24:71. [PMID: 38654175 DOI: 10.1186/s12873-024-00990-3] [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: 07/27/2023] [Accepted: 04/18/2024] [Indexed: 04/25/2024] Open
Abstract
BACKGROUND Lower gastrointestinal bleeding (LGIB) is a common reason for emergency department visits and subsequent hospitalizations. Recent data suggests that low-risk patients may be safely evaluated as an outpatient. Recommendations for healthcare systems to identify low-risk patients who can be safely discharged with timely outpatient follow-up have yet to be established. The primary objective of this study was to determine the role of patient predictors for the patients with LGIB to receive urgent endoscopic intervention. METHODS A retrospective chart review was performed on 142 patients. Data was collected on patient demographics, clinical features, comorbidities, medications, hemodynamic parameters, laboratory values, and diagnostic imaging. Logistic regression analysis, independent samples t-testing, Mann Whitney U testing for non-parametric data, and univariate analysis of categorical variables by Chi square test was performed to determine relationships within the data. RESULTS On logistic regression analysis, A hemoglobin drop of > 20 g/L was the only variable that predicted endoscopic intervention (p = 0.030). Tachycardia, hypotension, or presence of anticoagulation were not significantly associated with endoscopic intervention (p > 0.05). CONCLUSIONS A hemoglobin drop of > 20 g/L was the only patient parameter that predicted the need for urgent endoscopic intervention in the emergency department.
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Affiliation(s)
- Barzany Ridha
- Department of Emergency Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, 104 Hospital Drive, Saskatoon, SK, S7N 0W8, Canada.
| | - Nigel Hey
- Department of Emergency Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, 104 Hospital Drive, Saskatoon, SK, S7N 0W8, Canada
| | - Lauren Ritchie
- Department of Emergency Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, 104 Hospital Drive, Saskatoon, SK, S7N 0W8, Canada
| | - Ryan Toews
- Department of Emergency Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, 104 Hospital Drive, Saskatoon, SK, S7N 0W8, Canada
| | - Zachary Turcotte
- Department of Emergency Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, 104 Hospital Drive, Saskatoon, SK, S7N 0W8, Canada
| | - Brad Jamison
- Department of Emergency Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, 104 Hospital Drive, Saskatoon, SK, S7N 0W8, Canada
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Omori J, Kaise M, Nagata N, Aoki T, Kobayashi K, Yamauchi A, Yamada A, Ikeya T, Aoyama T, Tominaga N, Sato Y, Kishino T, Ishii N, Sawada T, Murata M, Takao A, Mizukami K, Kinjo K, Fujimori S, Uotani T, Fujita M, Sato H, Suzuki S, Narasaka T, Hayasaka J, Funabiki T, Kinjo Y, Mizuki A, Kiyotoki S, Mikami T, Gushima R, Fujii H, Fuyuno Y, Hikichi T, Toya Y, Narimatsu K, Manabe N, Nagaike K, Kinjo T, Sumida Y, Funakoshi S, Kobayashi K, Matsuhashi T, Komaki Y, Miki K, Watanabe K, Iwakiri K. Characteristics, outcomes, and risk factors of surgery for acute lower gastrointestinal bleeding: nationwide cohort study of 10,342 hematochezia cases. J Gastroenterol 2024; 59:24-33. [PMID: 38006444 DOI: 10.1007/s00535-023-02057-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 10/23/2023] [Indexed: 11/27/2023]
Abstract
BACKGROUND Current evidence on the surgical rate, indication, procedure, risk factors, mortality, and postoperative rebleeding for acute lower gastrointestinal bleeding (ALGIB) is limited. METHODS We constructed a retrospective cohort of 10,342 patients admitted for acute hematochezia at 49 hospitals (CODE BLUE J-Study) and evaluated clinical data on the surgeries performed. RESULTS Surgery was performed in 1.3% (136/10342) of the cohort with high rates of colonoscopy (87.7%) and endoscopic hemostasis (26.7%). Indications for surgery included colonic diverticular bleeding (24%), colorectal cancer (22%), and small bowel bleeding (16%). Sixty-four percent of surgeries were for hemostasis for severe refractory bleeding. Postoperative rebleeding rates were 22% in patients with presumptive or obscure preoperative identification of the bleeding source and 12% in those with definitive identification. Thirty-day mortality rates were 1.5% and 0.8% in patients with and without surgery, respectively. Multivariate analysis showed that surgery-related risk factors were transfusion need ≥ 6 units (P < 0.001), in-hospital rebleeding (P < 0.001), small bowel bleeding (P < 0.001), colorectal cancer (P < 0.001), and hemorrhoids (P < 0.001). Endoscopic hemostasis was negatively associated with surgery (P = 0.003). For small bowel bleeding, the surgery rate was significantly lower in patients with endoscopic hemostasis as 2% compared to 12% without endoscopic hemostasis. CONCLUSIONS Our cohort study elucidated the outcomes and risks of the surgery. Extensive exploration including the small bowel to identify the source of bleeding and endoscopic hemostasis may reduce unnecessary surgery and improve the management of ALGIB.
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Affiliation(s)
- Jun Omori
- Department of Gastroenterology, Nippon Medical School, Graduate School of Medicine, 1-1-5 Sendagi, Bunkyo-ku, Tokyo, 113-8603, Japan
| | - Mitsuru Kaise
- Department of Gastroenterology, Nippon Medical School, Graduate School of Medicine, 1-1-5 Sendagi, Bunkyo-ku, Tokyo, 113-8603, Japan.
| | - Naoyoshi Nagata
- Department of Gastroenterological Endoscopy, Tokyo Medical University, Tokyo, Japan.
- Department of Gastroenterology and Hepatology, National Center for Global Health and Medicine, Tokyo, Japan.
| | - Tomonori Aoki
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Katsumasa Kobayashi
- Department of Gastroenterology, Tokyo Metropolitan Bokutoh Hospital, Tokyo, Japan
| | - Atsushi Yamauchi
- Department of Gastroenterology and Hepatology, Kitano Hospital, Tazuke Kofukai Medical Research Institute, Osaka, Japan
| | - Atsuo Yamada
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Takashi Ikeya
- Department of Gastroenterology, St. Luke's International University, Tokyo, Japan
| | - Taiki Aoyama
- Department of Gastroenterology, Hiroshima City Asa Citizens Hospital, Hiroshima, Japan
| | - Naoyuki Tominaga
- Department of Gastroenterology, Saga-Ken Medical Centre Koseikan, Saga, Japan
| | - Yoshinori Sato
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, St Marianna University School of Medicine, Kanagawa, Japan
| | - Takaaki Kishino
- Department of Gastroenterology and Hepatology, Center for Digestive and Liver Diseases, Nara City Hospital, Nara, Japan
| | - Naoki Ishii
- Department of Gastroenterology, Tokyo Shinagawa Hospital, Tokyo, Japan
| | - Tsunaki Sawada
- Department of Endoscopy, Nagoya University Hospital, Aichi, Japan
| | - Masaki Murata
- Department of Gastroenterology, National Hospital Organization Kyoto Medical Center, Kyoto, Japan
| | - Akinari Takao
- Department of Gastroenterology, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, Japan
| | | | - Ken Kinjo
- Department of Gastroenterology, Fukuoka University Chikushi Hospital, Fukuoka, Japan
| | - Shunji Fujimori
- Department of Gastroenterology, Chiba Hokusoh Hospital, Nippon Medical School, Chiba, Japan
| | - Takahiro Uotani
- Department of Gastroenterology, Japanese Red Cross Shizuoka Hospital, Shizuoka, Japan
| | - Minoru Fujita
- Division of Endoscopy and Ultrasonography, Department of Clinical Pathology and Laboratory Medicine, Kawasaki Medical School General Medical Center, Okayama, Japan
| | - Hiroki Sato
- Division of Gastroenterology, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
| | - Sho Suzuki
- Department of Gastroenterology and Hepatology, Center for Digestive Disease and Division of Endoscopy, University of Miyazaki Hospital, Miyazaki, Japan
| | - Toshiaki Narasaka
- Department of Gastroenterology, University of Tsukuba, Ibaraki, Japan
- Division of Endoscopic Center, University of Tsukuba Hospital, Ibaraki, Japan
| | | | - Tomohiro Funabiki
- Emergency and Critical Care Center, Saiseikai Yokohamashi Tobu Hospital, Kanagawa, Japan
- Department of Emergency Medicine, Fujita Health University Hospital, Aichi, Japan
| | - Yuzuru Kinjo
- Department of Gastroenterology, Naha City Hospital, Okinawa, Japan
| | - Akira Mizuki
- Department of Internal Medicine, Tokyo Saiseikai Central Hospital, Tokyo, Japan
| | - Shu Kiyotoki
- Department of Gastroenterology, Shuto General Hospital, Yamaguchi, Japan
| | - Tatsuya Mikami
- Division of Endoscopy, Hirosaki University Hospital, Aomori, Japan
| | - Ryosuke Gushima
- Department of Gastroenterology and Hepatology, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Hiroyuki Fujii
- Department of Gastroenterology and Hepatology, National Hospital Organization Fukuokahigashi Medical Center, Fukuoka, Japan
| | - Yuta Fuyuno
- Department of Medicine and Clinical Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Takuto Hikichi
- Department of Gastroenterology, Fukushima Medical University, Fukushima, Japan
| | - Yosuke Toya
- Division of Gastroenterology, Department of Internal Medicine, Iwate Medical University, Iwate, Japan
| | - Kazuyuki Narimatsu
- Department of Internal Medicine, National Defense Medical College, Saitama, Japan
| | - Noriaki Manabe
- Division of Endoscopy and Ultrasonography, Department of Clinical Pathology and Laboratory Medicine, Kawasaki Medical School, Okayama, Japan
| | - Koji Nagaike
- Department of Gastroenterology and Hepatology, Suita Municipal Hospital, Osaka, Japan
| | - Tetsu Kinjo
- Department of Endoscopy, University of the Ryukyus Hospital, Okinawa, Japan
| | - Yorinobu Sumida
- Department of Gastroenterology, National Hospital Organization Kyushu Medical Center, Fukuoka, Japan
| | - Sadahiro Funakoshi
- Department of Gastroenterological Endoscopy, Fukuoka University Hospital, Fukuoka, Japan
| | - Kiyonori Kobayashi
- Department of Gastroenterology, School of Medicine, Kitasato University, Kanagawa, Japan
| | - Tamotsu Matsuhashi
- Department of Gastroenterology and Neurology, Akita University Graduate School of Medicine, Akita, Japan
| | - Yuga Komaki
- Digestive and Lifestyle Diseases, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan
- Hygiene and Health Promotion Medicine, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan
| | - Kuniko Miki
- Department of Gastroenterological Endoscopy, Tokyo Medical University, Tokyo, Japan
| | - Kazuhiro Watanabe
- Department of Gastroenterology and Hepatology, National Center for Global Health and Medicine, Tokyo, Japan
| | - Katsuhiko Iwakiri
- Department of Gastroenterology, Nippon Medical School, Graduate School of Medicine, 1-1-5 Sendagi, Bunkyo-ku, Tokyo, 113-8603, Japan
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Saleepol A, Kaosombatwattana U. Outcomes and performance of risk scores in acute lower gastrointestinal bleeding. JGH Open 2023; 7:372-376. [PMID: 37265927 PMCID: PMC10230105 DOI: 10.1002/jgh3.12907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 04/04/2023] [Accepted: 04/11/2023] [Indexed: 06/03/2023]
Abstract
Background and Aim Treatment of acute lower gastrointestinal bleeding (LGIB) remains problematic, and clinical data is limited compared to that of upper GIB. This study aimed to describe the clinical outcomes and predictors of rebleeding and validate the performance of proposed scoring systems in patients with acute overt LGIB. Methods Patients with LGIB who underwent colonoscopies between 2013 and 2018 were retrospectively reviewed. Overt LGIB patients who presented within 72 h after bleeding onset were included. Demographics, comorbidities, initial management, endoscopic finding, and treatment outcomes were collected. Factors associated with rebleeding were explored, and the performance of Oakland, NOBLAD, and Strate scores regarding mortality and rebleeding were validated. Results A total of 537 patients from 3402 (age 72 years, 63-80) were included. Of this, 53% took antithrombotic agents and 59% required red cell transfusion, with a median of 4 red cell units. The most common diagnoses were diverticular bleeding (31.3%) and colorectal polyp/cancer (28.9%). The median time to colonoscopy was 2.3 days, and 80.3% of patients did not receive any hemostatic intervention. The 30-day mortality and rebleeding were 2.6% and 18.3%, respectively. Patients with radiation proctitis, angioectasia, diverticulosis and using dual antiplatelet drugs were associated with recurrent bleeding. The risk scores showed low performance in predicting recurrent bleeding and mortality. Conclusion Acute, overt LGIB was common among elders with comorbidities. The rebleeding risk was mostly linked to underlying lesions and the use of antiplatelet drugs. The performance of current risk stratification scores remains unsatisfactory and requires further development.
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Affiliation(s)
- Aniwat Saleepol
- Internal Medicine DivisionJainad Narendra HospitalChai NatThailand
| | - Uayporn Kaosombatwattana
- Division of Gastroenterology, Department of Medicine, Faculty of Medicine Siriraj HospitalMahidol UniversityBangkokThailand
- Siriraj GI Endoscopy CenterSiriraj HospitalBangkokThailand
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Lee C, Orellana M, Benharash P, Hawkins A, Khan A, Lee H. The use of surgical intervention for lower gastrointestinal bleeding and its association with clinical outcomes and resource use. Surgery 2023; 173:1346-1351. [PMID: 37045623 DOI: 10.1016/j.surg.2023.03.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 03/03/2023] [Accepted: 03/08/2023] [Indexed: 04/14/2023]
Abstract
BACKGROUND To assess the use of surgical intervention for lower gastrointestinal bleeding and evaluate its associated factors. METHODS The 2016 to 2019 National Inpatient Sample was queried to identify non-elective adult (≥18 years) hospitalizations for lower gastrointestinal bleeding. The International Classification of Diseases, 10th Revision, codes were used to ascertain patient characteristics, including signs of hemodynamic instability, potential lower gastrointestinal bleed source, and transfusion of blood products, as well as endoscopic, radiologic, and surgical intervention. Multivariable regression analyses were used to elucidate factors associated with operative management of lower gastrointestinal bleeding and evaluate its associated mortality, length of stay, and hospitalization costs. RESULTS Of an estimated 364,495 patients, 1.7% underwent an operation for lower gastrointestinal bleeding. Compared to those managed conservatively, patients who underwent surgical intervention more commonly had diverticular-related bleeding, signs of hypovolemia, and less frequently underwent endoscopic intervention. After the adjustment of patient and hospital characteristics, ischemic colitis (adjusted odds ratio 7.5, 95% confidence interval 1.8-30.9, ref: hemorrhoids), hemodynamic instability (adjusted odds ratio 1.7, 95% confidence interval 1.5-2.0), and angiographic embolization (adjusted odds ratio 4.9, 95% confidence interval 3.9-6.0, ref: no endoscopic/radiologic intervention) were associated with greater odds of surgical intervention. Additionally, surgical intervention portended greater odds of in-hospital mortality (adjusted odds ratio 6.2, 95% confidence interval 4.5-8.5), a longer length of stay (8.5 days, 95% confidence interval 8.0-9.0), and greater hospitalization cost ($29.1K, 95% confidence interval 26.7K-31.5K). CONCLUSION Operative management of lower gastrointestinal bleeding is rare and associated with significant morbidity and mortality compared to those managed conservatively. However, when surgical intervention is indicated, preoperative patient characteristics should be used to identify those at greater risk of an operation to facilitate early surgical consultation and inform expectations during the perioperative period.
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Affiliation(s)
- Cory Lee
- Cardiovascular Outcomes Research Laboratories, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Manuel Orellana
- Department of Surgery, Harbor-UCLA Medical Center, Torrance, CA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Alexander Hawkins
- Department of Surgery, Vanderbilt University Medical Center, Nashville, TN
| | - Aimal Khan
- Department of Surgery, Vanderbilt University Medical Center, Nashville, TN
| | - Hanjoo Lee
- Department of Surgery, Harbor-UCLA Medical Center, Torrance, CA.
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5
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Muacevic A, Adler JR, Tsujimoto Y, Okazaki Y, Shiojiri T. Clinical Characteristics and Outcomes of Hospital-Acquired Lower Gastrointestinal Bleeding: A Single Centre Retrospective Cohort Study. Cureus 2022; 14:e32651. [PMID: 36654553 PMCID: PMC9842936 DOI: 10.7759/cureus.32651] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/17/2022] [Indexed: 12/23/2022] Open
Abstract
Background Lower gastrointestinal bleeding (LGIB) is common in inpatient and outpatient settings; however, there are limited studies on the clinical characteristics and patient outcomes of those with hospital-acquired LGIB. Methods We performed a retrospective cohort study of patients with hospital-acquired LGIB who underwent colonoscopy during hospitalization between January 2017 and December 2021. We described the clinical characteristics, etiology, and clinical outcomes of patients stratified as those undergoing colonoscopy within 24 hours from haematochezia onset (early colonoscopy group) or after 24 hours from onset (late colonoscopy group). We used multivariable logistic regression to identify factors associated with endoscopic intervention in the early and late colonoscopy groups. Results Of the 272 patients included, the median age was 79 years (interquartile range: 72-85 years), 153 (56%) were bedridden, and 172 (63%) had hypoalbuminemia. The most frequent etiology was rectal ulcer (101 cases, 37%), whereas 7 (2.6%) had diverticular bleeding. The endoscopic intervention was performed on 16.7% and 7.9% of early and late colonoscopy patients. There were more patients with both non-severe and severe rebleeding in the early colonoscopy group (16% and 12%, respectively) than in the late colonoscopy group (11% and 6.5%, respectively). Colonoscopy-on-worktime was the only factor independently associated with a higher occurrence of endoscopic intervention. Conclusions In our sample, very old patients with hospital-acquired LGIB required endoscopy mainly due to rectal ulcers. Further studies will be necessary to investigate the differences between community-acquired LGIB and hospital-acquired LGIB and the optimal timing of colonoscopy for these patients.
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Montoro M, Cucala M, Lanas Á, Villanueva C, Hervás AJ, Alcedo J, Gisbert JP, Aisa ÁP, Bujanda L, Calvet X, Mearin F, Murcia Ó, Canelles P, García López S, Martín de Argila C, Planella M, Quintana M, Jericó C, García Erce JA. Indications and hemoglobin thresholds for red blood cell transfusion and iron replacement in adults with gastrointestinal bleeding: An algorithm proposed by gastroenterologists and patient blood management experts. Front Med (Lausanne) 2022; 9:903739. [PMID: 36186804 PMCID: PMC9519983 DOI: 10.3389/fmed.2022.903739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 08/11/2022] [Indexed: 01/28/2023] Open
Abstract
Gastrointestinal (GI) bleeding is associated with considerable morbidity and mortality. Red blood cell (RBC) transfusion has long been the cornerstone of treatment for anemia due to GI bleeding. However, blood is not devoid of potential adverse effects, and it is also a precious resource, with limited supplies in blood banks. Nowadays, all patients should benefit from a patient blood management (PBM) program that aims to minimize blood loss, optimize hematopoiesis (mainly by using iron replacement therapy), maximize tolerance of anemia, and avoid unnecessary transfusions. Integration of PBM into healthcare management reduces patient mortality and morbidity and supports a restrictive RBC transfusion approach by reducing transfusion rates. The European Commission has outlined strategies to support hospitals with the implementation of PBM, but it is vital that these initiatives are translated into clinical practice. To help optimize management of anemia and iron deficiency in adults with acute or chronic GI bleeding, we developed a protocol under the auspices of the Spanish Association of Gastroenterology, in collaboration with healthcare professionals from 16 hospitals across Spain, including expert advice from different specialties involved in PBM strategies, such as internal medicine physicians, intensive care specialists, and hematologists. Recommendations include how to identify patients who have anemia (or iron deficiency) requiring oral/intravenous iron replacement therapy and/or RBC transfusion (using a restrictive approach to transfusion), and transfusing RBC units 1 unit at a time, with assessment of patients after each given unit (i.e., “don’t give two without review”). The advantages and limitations of oral versus intravenous iron and guidance on the safe and effective use of intravenous iron are also described. Implementation of a PBM strategy and clinical decision-making support, including early treatment of anemia with iron supplementation in patients with GI bleeding, may improve patient outcomes and lower hospital costs.
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Affiliation(s)
- Miguel Montoro
- Unidad de Gastroenterología, Hepatología y Nutrición, Hospital Universitario San Jorge, Huesca, Spain
- Departamento de Medicina, Universidad de Zaragoza, Zaragoza, Spain
- Instituto Aragonés de Ciencias de la Salud (IACS), Zaragoza, Spain
- Instituto de Investigación Sanitaria Aragón (IIS), Zaragoza, Spain
- *Correspondence: Miguel Montoro,
| | | | - Ángel Lanas
- Departamento de Medicina, Universidad de Zaragoza, Zaragoza, Spain
- Instituto de Investigación Sanitaria Aragón (IIS), Zaragoza, Spain
- Servicio de Aparato Digestivo, Hospital Clínico Universitario “Lozano Blesa”, Zaragoza, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
| | - Cándido Villanueva
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Servei de Digestiu, Hospital de la Santa Creu y Sant Pau, Universidad Autónoma de Barcelona, Barcelona, Spain
| | - Antonio José Hervás
- Unidad de Gestión Clínica de Aparato Digestivo, Hospital Universitario Reina Sofía de Córdoba, Córdoba, Spain
| | - Javier Alcedo
- Departamento de Medicina, Universidad de Zaragoza, Zaragoza, Spain
- Servicio de Aparato Digestivo, Hospital Universitario Miguel Servet, Zaragoza, Spain
| | - Javier P. Gisbert
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Servicio de Aparato Digestivo, Hospital Universitario de La Princesa, Madrid, Spain
- Instituto de Investigación Sanitaria Princesa (IIS-IP), Universidad Autónoma de Madrid (UAM), Madrid, Spain
| | - Ángeles P. Aisa
- Servicio de Aparato Digestivo, Hospital Universitario Costa del Sol, Marbella, Spain
| | - Luis Bujanda
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Servicio de Aparato Digestivo, Hospital Universitario Donostia, Donostia, Spain
- Instituto de Investigación Sanitaria Biodonostia, Universidad del País Vasco (UPV/EHU), Donostia, Spain
| | - Xavier Calvet
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Servei de Digestiu, Corporació Sanitaria Park Taulí, Sabadell, Spain
- Department of Medicine, Universidad Autónoma de Barcelona, Barcelona, Spain
| | - Fermín Mearin
- Servicio de Aparato Digestivo, Centro Médico Teknon, Barcelona, Spain
| | - Óscar Murcia
- Servicio de Aparato Digestivo, Hospital General Universitario de Alicante, Alicante, Spain
| | - Pilar Canelles
- Servicio de Aparato Digestivo, Hospital General Universitario de Valencia, Valencia, Spain
| | - Santiago García López
- Departamento de Medicina, Universidad de Zaragoza, Zaragoza, Spain
- Servicio de Aparato Digestivo, Hospital Universitario Miguel Servet, Zaragoza, Spain
| | | | - Montserrat Planella
- Servei de Digestiu, Hospital Universitario Arnau de Vilanova, Lleida, Spain
- Department of Medicine, Universidad de Lleida, Lleida, Spain
| | - Manuel Quintana
- Servicio a Medicina Intensiva, Hospital Universitario La Paz (IdiPAZ), Madrid, Spain
- PBM Group, Hospital La Paz Institute for Health Research (IdiPAZ), Madrid, Spain
| | - Carlos Jericó
- Servicio de Medicina Interna, Complex Hospitalari Moisès Broggi, Sant Joan Despí, Barcelona, Spain
- Grupo Español de Rehabilitación Multimodal (GERM), Zaragoza, Spain
| | - José Antonio García Erce
- PBM Group, Hospital La Paz Institute for Health Research (IdiPAZ), Madrid, Spain
- Grupo Español de Rehabilitación Multimodal (GERM), Zaragoza, Spain
- Banco de Sangre y Tejidos de Navarra, Servicio Navarro de Salud, Osasunbidea, Pamplona, Spain
- Instituto Aragonés de Ciencias de la Salud, Universidad de Zaragoza, Zaragoza, Spain
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7
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Cerruti T, Maillard MH, Hugli O. Acute Lower Gastrointestinal Bleeding in an Emergency Department and Performance of the SHA 2PE Score: A Retrospective Observational Study. J Clin Med 2021; 10:jcm10235476. [PMID: 34884177 PMCID: PMC8658478 DOI: 10.3390/jcm10235476] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 11/16/2021] [Accepted: 11/21/2021] [Indexed: 11/16/2022] Open
Abstract
Lower gastrointestinal bleeding (LGIB) is a frequent cause of emergency department (ED) consultation, leading to investigations but rarely to urgent therapeutic interventions. The SHA2PE score aims to predict the risk of hospital-based intervention, but has never been externally validated. The aim of our single-center retrospective study was to describe patients consulting our ED for LGIB and to test the validity of the SHA2PE score. We included 251 adult patients who consulted in 2017 for hematochezia of <24 h duration; 53% were male, and the median age was 54 years. The most frequent cause of LGIB was unknown (38%), followed by diverticular disease and hemorrhoids (14%); 20% had an intervention. Compared with the no-intervention group, the intervention group was 26.5 years older, had more frequent bleeding in the ED (47% vs. 8%) and more frequent hypotension (8.2% vs. 1.1%), more often received antiplatelet drugs (43% vs. 18%) and anticoagulation therapy (28% vs. 9.5%), more often had a hemoglobin level of <10.5 g/dl (49% vs. 6.2%) on admission, and had greater in-hospital mortality (8.2% vs. 0.5%) (all p < 0.05). The interventions included transfusion (65%), endoscopic hemostasis (47%), embolization (8.2%), and surgery (4%). The SHA2PE score predicted an intervention with sensitivity of 71% (95% confidence interval: 66–83%), specificity of 81% (74–86%), and positive and negative predictive values of 53% (40–65%) and 90% (84–95%), respectively. SHA2PE performance was inferior to that in the original study, with a 1 in 10 chance of erroneously discharging a patient for outpatient intervention. Larger prospective validation studies are needed before the SHA2PE score can be recommended to guide LGIB patient management in the ED.
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Affiliation(s)
- Titouan Cerruti
- Emergency Department, Lausanne University Hospital, 1011 Lausanne, Switzerland;
| | - Michel Haig Maillard
- Division of Gastroenterology and Hepatology, Lausanne University Hospital, 1011 Lausanne, Switzerland;
| | - Olivier Hugli
- Emergency Department, Lausanne University Hospital, 1011 Lausanne, Switzerland;
- Faculty of Biology and Medicine, Lausanne University, 1011 Lausanne, Switzerland
- Correspondence:
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8
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Martin TA, Tewani S, Clarke L, Aboubakr A, Palanisamy S, Lee J, Crawford CV, Wan DW. Factors Associated With Emergency Department Discharge, Outcomes and Follow-Up Rates of Stable Patients With Lower Gastrointestinal Bleeding. Gastroenterology Res 2021; 14:227-236. [PMID: 34527092 PMCID: PMC8425800 DOI: 10.14740/gr1425] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 07/06/2021] [Indexed: 11/12/2022] Open
Abstract
Background Lower gastrointestinal bleeding (LGIB) is a common reason for hospitalization. However, recent data suggest low-risk patients may be safely evaluated as an outpatient. Here, we compare stable LGIB patients discharged from the emergency department (ED) with those admitted, determine factors associated with discharge and 30-day outcomes, and evaluate follow-up rates amongst the discharged cohort. Methods A retrospective study of stable LGIB patients (heart rate < 100 beats/min, systolic blood pressure > 100 mm Hg and blood on rectal exam) who presented to the ED was conducted. Factors associated with discharge and rates of outpatient follow-up were determined in the discharged cohort. Therapeutic interventions and 30-day outcomes (including re-bleeding, re-admission and mortality rates) were compared between the admitted and discharged groups. Results Ninety-seven stable LGIB patients were reviewed, of whom 38% were discharged and characteristics associated with discharge included age (P < 0.001), lack of aspirin (P < 0.002) and anticoagulant (P < 0.004) use, higher index hemoglobin (P < 0.001) and albumin (P < 0.001), lower blood urea nitrogen (P < 0.001) and creatinine (P = 0.008), lower Oakland score (P < 0.001), lower Charlson Comorbidity Index (P < 0.001) and lack of transfusion requirements (P < 0.001). There was no statistical difference in 30-day re-bleeding, re-admission or mortality rates between admitted and discharged patients. Discharged patients had a 46% outpatient follow-up rate. Conclusions While early discharge in low-risk LGIB patients appears to be safe and associated with a decrease in length of stay, further studies are needed to guide timely and appropriate outpatient evaluation.
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Affiliation(s)
- Tracey A Martin
- Division of Gastroenterology and Hepatology, Weill Cornell Medicine, New York-Presbyterian Hospital, New York, NY, USA
| | - Sunena Tewani
- Division of Hospital Medicine, Weill Cornell Medicine, New York-Presbyterian Hospital, New York, NY, USA
| | - Lindsay Clarke
- Department of Medicine, Weill Cornell Medicine, New York-Presbyterian Hospital, New York, NY, USA
| | - Aiya Aboubakr
- Department of Medicine, Weill Cornell Medicine, New York-Presbyterian Hospital, New York, NY, USA
| | - Srikanth Palanisamy
- Department of Medicine, Weill Cornell Medicine, New York-Presbyterian Hospital, New York, NY, USA
| | - Jihui Lee
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA
| | - Carl V Crawford
- Division of Gastroenterology and Hepatology, Weill Cornell Medicine, New York-Presbyterian Hospital, New York, NY, USA
| | - David W Wan
- Division of Gastroenterology and Hepatology, Weill Cornell Medicine, New York-Presbyterian Hospital, New York, NY, USA
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Sun X, Xu Z, Feng Y, Yang Q, Xie Y, Wang D, Yu Y. RBC Inventory-Management System Based on XGBoost Model. Indian J Hematol Blood Transfus 2021; 37:126-133. [PMID: 33707845 DOI: 10.1007/s12288-020-01333-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2020] [Accepted: 08/06/2020] [Indexed: 01/28/2023] Open
Abstract
It is difficult to predict RBC consumption accurately. This paper aims to use big data to establish a XGBoost Model to understand the trend of RBC accurately, and forecast the demand in time. XGBoost, which implements machine learning algorithms under the Gradient Boosting framework can provide a parallel tree boosting. The daily RBC usage and inventory (May 2014-September 2017) were investigated, and rules for RBC usage were analysed. All data were divided into training sets and testing sets. A XGBoost Model was established to predict the future RBC demand for durations ranging from a day to a week. In addition, the alert range was added to the predicted value to ensure RBC demand of emergency patients and surgical accidents. The gap between RBC usage and inventory was fluctuant, and had no obvious rule. The maximum residual inventory of a certain blood group was up to 700 units one day, while the minimum was nearly 0 units. Upon comparing MAE (mean absolute error):A:10.69, B:11.19, O:10.93, and AB:5.91, respectively, the XGBoost Model was found to have a predictive advantage over other state-of-the-art approaches. It showed the model could fit the trend of daily RBC usage. An alert range could manage the demand of emergency patients or surgical accidents. The model had been built to predict RBC demand, and the alert range of RBC inventory is designed to increase the safety of inventory management.
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Affiliation(s)
- Xiaolin Sun
- Department of Blood Transfusion, Chinese PLA General Hospital, No. 28, Fuxing Rd, Beijing, 100853 China
| | - Zhenhua Xu
- HealSci Technology Co., Ltd, 1606, Tower5, 2 Rong Hua South Road, BDA, Beijing, 100176 China
| | - Yannan Feng
- Department of Blood Transfusion, Chinese PLA General Hospital, No. 28, Fuxing Rd, Beijing, 100853 China
| | - Qingqing Yang
- HealSci Technology Co., Ltd, 1606, Tower5, 2 Rong Hua South Road, BDA, Beijing, 100176 China
| | - Yan Xie
- HealSci Technology Co., Ltd, 1606, Tower5, 2 Rong Hua South Road, BDA, Beijing, 100176 China
| | - Deqing Wang
- Department of Blood Transfusion, Chinese PLA General Hospital, No. 28, Fuxing Rd, Beijing, 100853 China
| | - Yang Yu
- Department of Blood Transfusion, Chinese PLA General Hospital, No. 28, Fuxing Rd, Beijing, 100853 China
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10
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Development and Validation of a Scoring System to Predict Severe Acute Lower Gastrointestinal Bleeding in Vietnamese. Dig Dis Sci 2021; 66:823-831. [PMID: 32285322 DOI: 10.1007/s10620-020-06253-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Accepted: 04/03/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND/AIMS The prevalence of acute lower gastrointestinal bleeding (ALGIB) has progressively increased worldwide but there are few studies in Asian populations. This study aimed to develop and validate a scoring system to predict severe ALGIB in Vietnamese. METHODS Risk factors for severe ALGIB were identified by multiple logistic regression analysis using data from a retrospective cohort of 357 patients admitted to a tertiary hospital. These factors were weighted to develop the severe acute lower gastrointestinal bleeding (SALGIB) score to predict severe ALGIB. The performance of SALGIB was validated in a prospective cohort of 324 patients admitted to 6 other hospitals using area under the receiver operating characteristics curve (AUC) analysis. RESULTS There were four factors at admission independently associated with severe ALGIB in the derivation cohort: heart rate ≥ 100/min, systolic blood pressure < 100 mmHg, hematocrit < 35%, and platelets ≤ 150 × 103/µL. The SALGIB score determined severe ALGIB with AUC values of 0.91 and 0.86 in the derivation and validation cohorts, respectively. A SALGIB score < 2 associated with low risk of severe ALGIB in both cohorts (3.7% and 1.2%; respectively). CONCLUSIONS The SALGIB score has good performance in discriminating risk of severe ALGIB in Vietnamese.
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Oakland K, Kothiwale S, Forehand T, Jackson E, Bucknall C, Sey MSL, Singh S, Jairath V, Perlin J. External Validation of the Oakland Score to Assess Safe Hospital Discharge Among Adult Patients With Acute Lower Gastrointestinal Bleeding in the US. JAMA Netw Open 2020; 3:e209630. [PMID: 32633766 PMCID: PMC7341175 DOI: 10.1001/jamanetworkopen.2020.9630] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Accepted: 04/23/2020] [Indexed: 12/23/2022] Open
Abstract
Importance Lower gastrointestinal bleeding (LGIB), which manifests as blood in the colon or anorectum, is a common reason for hospitalization. In most patients, LGIB stops spontaneously with no in-hospital intervention. A risk score that could identify patients at low risk of experiencing adverse outcomes could help improve the triage process and allow greater numbers of patients to receive outpatient management of LGIB. Objective To externally validate the Oakland Score, which was previously developed using a score threshold of 8 points to identify patients with LGIB who are at low risk of adverse outcomes. Design, Setting, and Participants This multicenter prognostic study was conducted in 140 US hospitals in the Hospital Corporation of America network. A total of 46 179 adult patients (aged ≥16 years) admitted to the hospital with a primary diagnosis of LGIB between June 1, 2016, and October 15, 2018, were initially identified using diagnostic codes. Of those, 51 patients were excluded because they were more likely to have upper gastrointestinal bleeding, leaving a study population of 46 128 patients with LGIB. For the statistical analysis of the Oakland Score, an additional 8061 patients were excluded because they were missing data on Oakland Score components or clinical outcomes, resulting in 38 067 patients included in the analysis. The study used area under the receiver operating characteristic curves with 95% CIs for external validation of the model. Sensitivity and specificity were calculated for each score threshold (≤8 points, ≤9 points, and ≤10 points). Data were analyzed from October 16, 2018, to September 4, 2019. Main Outcomes and Measures Identification of patients who met the criteria for safe discharge from the hospital and comparison of the performance of 2 score thresholds (≤8 points vs ≤10 points). Safe discharge was defined as the absence of blood transfusion, rebleeding, hemostatic intervention, hospital readmission, and death. Results Among 46 128 adult patients with LGIB, the mean (SD) age was 70.1 (16.5) years; 23 091 patients (50.1%) were female. Of those, 22 074 patients (47.9%) met the criteria for safe discharge from the hospital. In this group, the mean (SD) age was 67.9 (18.1) years, and 11 056 patients (50.1%) were female. In the statistical analysis of the Oakland Score, which included only the 38 067 patients with complete data, the area under the receiver operating characteristic curve for safe discharge was 0.87 (95% CI, 0.87-0.87). An Oakland Score threshold of 8 points or lower identified 3305 patients (8.7%), with a sensitivity and specificity for safe discharge of 98.4% and 16.0%, respectively. Extension of the Oakland Score threshold to 10 points or lower identified 6770 patients (17.8%), with a sensitivity and specificity for safe discharge of 96.0% and 31.9%, respectively. Conclusions and Relevance In this study, the Oakland Score consistently identified patients with acute LGIB who were at low risk of experiencing adverse outcomes and whose conditions could safely be managed without hospitalization. The score threshold to identify low-risk patients could be extended from 8 points or lower to 10 points or lower to allow identification of a greater proportion of low-risk patients.
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Affiliation(s)
- Kathryn Oakland
- Department of Digestive Diseases, HCA Healthcare UK, London, United Kingdom
- Faculty of Medicine, Imperial College London, London, United Kingdom
| | | | - Tyler Forehand
- Department of Data Science, HCA Healthcare, Nashville, Tennessee
| | - Edmund Jackson
- Department of Data Science, HCA Healthcare, Nashville, Tennessee
| | - Cliff Bucknall
- Department of Digestive Diseases, HCA Healthcare UK, London, United Kingdom
| | - Michael S. L. Sey
- Division of Gastroenterology, Western University, London, Ontario, Canada
| | - Siddharth Singh
- Division of Gastroenterology and Biomedical Informatics, University of California, San Diego, San Diego
| | - Vipul Jairath
- Division of Gastroenterology, Western University, London, Ontario, Canada
| | - Jonathan Perlin
- Department of Data Science, HCA Healthcare, Nashville, Tennessee
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12
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Shabunin AV, Bagateliya ZA, Korzheva IY, Lebedev SS, Gugnin AV, Tzurkan VA. [Optimization of surgical care for the hemorrhagic colorectal cancer]. Khirurgiia (Mosk) 2019:30-36. [PMID: 31120444 DOI: 10.17116/hirurgia201904130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
AIM To optimize surgical care for the hemorrhagic colorectal cancer. MATERIAL AND METHODS 77 patients diagnosed with hemorrhagic colorectal cancer were reviewed: 9 patients of them were efficaciously treated with conservative therapy (I group); 47 - underwent successful endoscopic coagulation (I); 4 - arterial embolization (I), 2 - ligation of internal iliac arteries (I), 15 - acute resection (II group). 20 of 62 patients I group underwent plan surgery and radiation or chemotherapy during 7-10 days after hemostasis and normalization hemoglobin. The 3-year cumulative survival after resections (acute versus plan) was plotted on a Kaplan-Meier chart in 31 patients. RESULTS Complications and postoperative mortality was significantly higher after acute resection (II group) compared with plan resection (I): 33,3% vs 20%; 15% vs 5%, respectively. The survival rate was higher after plan than acute resections: 0,8882 and 0,3571, respectively. CONCLUSION Acute surgery for hemorrhagic colorectal cancer should only be carried out by appropriately trained surgeons in multi-specialty hospital. Endoscopy and arterial embolization are the most effective means of successfully controlling hemorrhage while minimizing potential complications. A bridging strategy may be a valid alternative in some of patients with hemorrhagic colorectal cancer, because a significantly lower postoperative mortality rate.
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Affiliation(s)
- A V Shabunin
- Botkin Municipal Clinical Hospital, Moscow, Russian Federation; Chair of Surgery of the Russian Medical Academy of Continuing Postgraduate Education of Healthcare Ministry of the Russian Federation, Moscow, Russian Federation
| | - Z A Bagateliya
- Botkin Municipal Clinical Hospital, Moscow, Russian Federation; Chair of Surgery of the Russian Medical Academy of Continuing Postgraduate Education of Healthcare Ministry of the Russian Federation, Moscow, Russian Federation
| | - I Yu Korzheva
- Botkin Municipal Clinical Hospital, Moscow, Russian Federation; Chair of Surgery of the Russian Medical Academy of Continuing Postgraduate Education of Healthcare Ministry of the Russian Federation, Moscow, Russian Federation
| | - S S Lebedev
- Botkin Municipal Clinical Hospital, Moscow, Russian Federation; Chair of Surgery of the Russian Medical Academy of Continuing Postgraduate Education of Healthcare Ministry of the Russian Federation, Moscow, Russian Federation
| | - A V Gugnin
- Chair of Surgery of the Russian Medical Academy of Continuing Postgraduate Education of Healthcare Ministry of the Russian Federation, Moscow, Russian Federation, Botkin Municipal Clinical Hospital, Moscow, Russian Federation
| | - V A Tzurkan
- Chair of Surgery of the Russian Medical Academy of Continuing Postgraduate Education of Healthcare Ministry of the Russian Federation, Moscow, Russian Federation, Botkin Municipal Clinical Hospital, Moscow, Russian Federation
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