Endoscopy
DOI: 10.1055/a-2541-2312
Original article

In-hospital mortality in patients with lower gastrointestinal bleeding: development and validation of a prediction score

1   Gastroenterology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
2   Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
,
3   Gastroenterology and Digestive Endoscopy Unit, Forlì-Cesena Hospitals, AUSL Romagna, Forlì, Italy
,
Sílvia Castellet-Farrús
4   Department of Gastroenterology, Hospital Bellvitge, L’Hospitalet, Barcelona, Spain
,
Jordi Guardiola
4   Department of Gastroenterology, Hospital Bellvitge, L’Hospitalet, Barcelona, Spain
,
Emanuele Sinagra
5   Gastroenterology and Endoscopy Unit, Fondazione Istituto S. Raffaele-G. Giglio, Cefalù, Italy
,
6   Gastroenterology and Digestive Endoscopy Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
,
Francesco Ferrara
7   Gastroenterology Unit, University Hospital of Padova, Padova, Italy
,
Paraskevas Gkolfakis
 8   Department of Gastroenterology, "Konstantopoulio-Patision" General Hospital of Nea Ionia, Athens, Greece
,
 9   Centre for Digestive Endoscopy, Sorbonne University, Saint-Antoine Hospital, APHP, Paris, France
,
10   Department of Gastroenterology and Endoscopy, IRCCS San Raffaele Hospital, Milan, Italy
,
Anahita Sadeghi
11   Digestive Disease Research Institute, Tehran University of Medical Sciences, Tehran, Iran
,
12   Endoscopy Unit, Hospital Universitari i Politècnic La Fe/IISLaFe, Valencia, Spain
,
13   Gastroenterology and Hepatology, Hospital Universitario Ramón y Cajal, Universidad de Alcalá, IRYCIS, Madrid, Spain
,
14   Hepatogastroenterology Unit, Attikon University General Hospital, Athens, Greece
,
Maria Paula Curado
15   Colorectal Cancer Department, AC Camargo Cancer Center, São Paulo, Brazil
,
16   Gastroenterology, Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy.
,
Giulia Collatuzzo
2   Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
,
17   Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Ital
18   IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
,
19   Gastroenterology Unit, Valduce Hospital, Como, Italy
,
12   Endoscopy Unit, Hospital Universitari i Politècnic La Fe/IISLaFe, Valencia, Spain
,
on behalf of the ALIBI Study Group
› Author Affiliations


Abstract

Background Lower gastrointestinal bleeding (LGIB) is a common condition linked to increased morbidity, healthcare costs, and mortality. Currently, no prospectively validated prognostic model exists to predict mortality in patients with LGIB. Our aim was to develop and validate a risk score that could accurately predict in-hospital mortality of patients admitted for LGIB.

Methods Patient data from a nationwide cohort study in 15 centers in Italy (2019–2020) were used to derive the risk score, the Acute Lower gastrointestinal Bleeding and In-hospital mortality (ALIBI) score; the model was then externally validated in a cohort of consecutive patients hospitalized for LGIB in 12 centers from six countries (Italy, Spain, France, Greece, Iran, and Brazil) from 2022 to 2024. The main outcome was in-hospital mortality; we also reported rebleeding rates and the in-hospital mortality rate stratified by risk score and timing of colonoscopy.

Results Among 1198 patients in the derivation cohort, 105 (8.8%) re-bled and 41 (3.4%) died. Age, Charlson Co-morbidity Index, in-hospital onset, hemodynamic instability, and creatinine level were independent predictors of in-hospital mortality. The model demonstrated excellent discrimination (area under the receiver operating curve [AUROC] 0.81, 95%CI 0.75–0.87) and calibration. In the validation cohort (n = 752 patients), the model's good discrimination (AUROC 0.79, 95%CI 0.72–0.86) and calibration were confirmed. Patients were categorized as low (0–4 points; 1% mortality), intermediate (5–9 points; 4.6% mortality), or high risk (10–13 points; 19.1% mortality).

Conclusion A new validated score effectively predicts in-hospital mortality in patients with LGIB, aiding in their risk stratification and management.

Supplementary Material



Publication History

Received: 23 October 2024

Accepted after revision: 17 February 2025

Accepted Manuscript online:
17 February 2025

Article published online:
04 April 2025

© 2025. Thieme. All rights reserved.

Georg Thieme Verlag KG
Oswald-Hesse-Straße 50, 70469 Stuttgart, Germany

 
  • References

  • 1 Peery AF, Crockett SD, Murphy CC. et al. Burden and cost of gastrointestinal, liver, and pancreatic diseases in the united states: update 2021. Gastroenterology 2022; 162: 621-644
  • 2 Lanas A, García-Rodríguez LA, Polo-Tomás M. et al. The changing face of hospitalisation due to gastrointestinal bleeding and perforation. Aliment Pharmacol Ther 2011; 33: 585-591
  • 3 Williams JG, Roberts SE, Ali MF. et al. Gastroenterology services in the UK. The burden of disease, and the organisation and delivery of services for gastrointestinal and liver disorders: a review of the evidence. . Gut 2007; 56 (Suppl. 01) 1-113
  • 4 Triantafyllou K, Gkolfakis P, Gralnek IM. et al. Diagnosis and management of acute lower gastrointestinal bleeding: European Society of Gastrointestinal Endoscopy (ESGE) Guideline. Endoscopy 2021; 53: 850-868
  • 5 Oakland K, Jairath V, Uberoi R. et al. Derivation and validation of a novel risk score for safe discharge after acute lower gastrointestinal bleeding: a modelling study. Lancet Gastroenterol Hepatol 2017; 2: 635-643
  • 6 Strate LL, Ayanian JZ, Kotler G. et al. Risk factors for mortality in lower intestinal bleeding. Clin Gastroenterol Hepatol 2008; 6: 1004-1010
  • 7 Lanas A, García-Rodríguez LA, Polo-Tomás M. et al. Time trends and impact of upper and lower gastrointestinal bleeding and perforation in clinical practice. Am J Gastroenterol 2009; 104: 1633-1641
  • 8 Radaelli F, Rocchetto S, Piagnani A. et al. Scoring systems for risk stratification in upper and lower gastrointestinal bleeding. Best Pract Res Clin Gastroenterol 2023; 67: 101871
  • 9 Oakland K, Kothiwale S, Forehand T. et al. 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
  • 10 Tapaskar N, Jones B, Mei S. et al. Comparison of clinical prediction tools and identification of risk factors for adverse outcomes in acute lower GI bleeding. Gastrointest Endosc 2019; 89: 1005-1013.e2
  • 11 Almaghrabi M, Gandhi M, Guizzetti L. et al. Comparison of risk scores for lower gastrointestinal bleeding: a systematic review and meta-analysis. JAMA Netw Open 2022; 5: E2214253
  • 12 Radaelli F, Frazzoni L, Repici A. et al. Clinical management and patient outcomes of acute lower gastrointestinal bleeding. A multicenter, prospective, cohort study. . Dig Liver Dis 2021; 53: 1141-1147
  • 13 Box GEP, Tidwell PW. Transformation of the independent variables. Technometrics 1962; 4: 531-550
  • 14 DeLong ER, DeLong DM, Clarke-Pearson DL. Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 1988; 44: 837-845
  • 15 Steyerberg EW, Harrell FE, Borsboom GJJM. et al. Internal validation of predictive models: efficiency of some procedures for logistic regression analysis. J Clin Epidemiol 2001; 54: 774-781
  • 16 Efron B, Tibshirani RJ. An introduction to the bootstrap. New York: Chapman and Hall/CRC; 1994.
  • 17 Iba K, Shinozaki T, Maruo K. et al. Re-evaluation of the comparative effectiveness of bootstrap-based optimism correction methods in the development of multivariable clinical prediction models. BMC Med Res Methodol 2021; 21: 9
  • 18 Sullivan LM, Massaro JM, D’Agostino RB. Presentation of multivariate data for clinical use: The Framingham Study risk score functions. Stat Med 2004; 23: 1631-1660
  • 19 Moons KGM, Altman DG, Reitsma JB. et al. Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): Explanation and elaboration. Ann Intern Med 2015; 162: W1-W73
  • 20 Sengupta N, Feuerstein JD, Jairath V. et al. Management of patients with acute lower gastrointestinal bleeding: an updated ACG Guideline. Am J Gastroenterol 2023; 118: 208-231
  • 21 Prasitvarakul K, Attanath N, Chang A. Comparison of scoring systems for predicting clinical outcomes of acute lower gastrointestinal bleeding: A prospective cohort study. World J Surg 2024; 48: 474-483
  • 22 Shung DL, Chan CE, You K. et al. Validation of an electronic health record-based machine learning model compared with clinical risk scores for gastrointestinal bleeding. Gastroenterology 2024; 167: 1198-1212
  • 23 Laursen SB, Oakland K, Laine L. et al. ABC score: a new risk score that accurately predicts mortality in acute upper and lower gastrointestinal bleeding: an international multicentre study. Gut 2021; 70: 707-716
  • 24 Sengupta N, Tapper EB. Derivation and internal validation of a clinical prediction tool for 30-day mortality in lower gastrointestinal bleeding. Am J Med 2017; 130: 601.e1-e601.e8
  • 25 Kollef MH, O’Brien JD, Zuckerman GR. et al. BLEED: a classification tool to predict outcomes in patients with acute upper and lower gastrointestinal hemorrhage. Crit Care Med 1997; 25: 1125-1132
  • 26 Aoki T, Nagata N, Shimbo T. et al. Development and validation of a risk scoring system for severe acute lower gastrointestinal bleeding. Clin Gastroenterol Hepatol 2016; 14: 1562-1570.e2
  • 27 Strate LL, Orav EJ, Syngal S. Early predictors of severity in acute lower intestinal tract bleeding. Arch Intern Med 2003; 163: 838-843
  • 28 Oakland K, Guy R, Uberoi R. et al. Acute lower GI bleeding in the UK: patient characteristics, interventions and outcomes in the first nationwide audit. Gut 2018; 67: 654-662
  • 29 Niikura R, Nagata N, Yamada A. et al. Efficacy and safety of early vs elective colonoscopy for acute lower gastrointestinal bleeding. Gastroenterology 2020; 158: 168-175.e6
  • 30 Laine L, Shah A. Randomized trial of urgent vs. elective colonoscopy in patients hospitalized with lower GI bleeding. . Am J Gastroenterol 2010; 105: 2636-2641
  • 31 Lau JYW, Yu Y, Tang RSY. et al. Timing of endoscopy for acute upper gastrointestinal bleeding. NEJM 2020; 382: 1299-1308