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Zangmo K, Khwannimit B. Validating the APACHE IV score in predicting length of stay in the intensive care unit among patients with sepsis. Sci Rep 2023; 13:5899. [PMID: 37041277 PMCID: PMC10090054 DOI: 10.1038/s41598-023-33173-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 04/08/2023] [Indexed: 04/13/2023] Open
Abstract
The Acute Physiology and Chronic Health Evaluation (APACHE) IV model can predict the intensive care unit (ICU) length of stay (LOS) in critically ill patients. Thus, this study aimed to validate the performance of the APACHE IV score in predicting ICU LOS among patients with sepsis. This retrospective study was conducted in the medical ICU of a tertiary university between 2017 and 2020. A total of 1,039 sepsis patients were enrolled. Patients with an ICU stay of 1 and > 3 days accounted for 20.1% and 43.9%. The overall observed and APACHE IV predicted ICU LOS were 6.3 ± 6.5 and 6.8 ± 6.5, respectively. The APACHE IV slightly over-predicted ICU LOS with standardized length of stay ratio 0.95 (95% CI 0.89-1.02). The predicted ICU LOS based on the APACHE IV score was statistically longer than the observed ICU LOS (p < 0.001) and were poorly correlated (R2 = 0.02, p < 0.001), especially in patients with a lower severity of illness. In conclusions the APACHE IV model poorly predicted ICU LOS in patients with sepsis. The APACHE IV score needs to be modified or we need to make a new specific model to predict ICU stays in patients with sepsis.
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Affiliation(s)
- Kinley Zangmo
- Department of Anesthesiology, Jigme Dorji Wangchuk National Referral Hospital, 11001, Thimphu, Bhutan
- Division of Critical Care Medicine, Department of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Hat Yai, 90110, Songkhla, Thailand
| | - Bodin Khwannimit
- Division of Critical Care Medicine, Department of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Hat Yai, 90110, Songkhla, Thailand.
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Zhang S, Wahi-Singh P, Wahi-Singh B, Chisholm A, Keeling P, Nair H, RESCEU Investigators. Costs of management of acute respiratory infections in older adults: A systematic review and meta-analysis. J Glob Health 2022; 12:04096. [DOI: 10.7189/jogh.12.04096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Affiliation(s)
- Shanshan Zhang
- Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, UK
- Department of Preventive Dentistry, Peking University, School and Hospital of Stomatology, Beijing, China
| | - Pia Wahi-Singh
- Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Bhanu Wahi-Singh
- Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Alison Chisholm
- Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Polly Keeling
- Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Harish Nair
- Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, UK
- ReSViNET Foundation, Zeist, the Netherlands
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van den Berg M, van Beuningen FE, Ter Maaten JC, Bouma HR. Hospital-related costs of sepsis around the world: A systematic review exploring the economic burden of sepsis. J Crit Care 2022; 71:154096. [PMID: 35839604 DOI: 10.1016/j.jcrc.2022.154096] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 05/29/2022] [Accepted: 06/02/2022] [Indexed: 10/17/2022]
Abstract
AIM The aim of this study was to examine the quality of manuscripts reporting sepsis health care costs and to provide an overview of hospital-related expenditures for sepsis in adult patients around the world. METHODS We systematically searched the PubMed, EMBASE, Cochrane and Google Scholar to identify relevant studies between January 2010 and January 2022. We selected articles that provided costs and cost-effectiveness analyses, defined sepsis and described their cost calculation method. All costs were adjusted to 2020 US dollars. Medians and interquartile ranges (IQRs) for various costs of sepsis were calculated. The quality of economic studies was assessed using the Drummond 10-item checklist. RESULTS Overall, 26 studies met our eligibility criteria. The mean total hospital costs per patient varied largely, between €1101 and €91,951. The median (IQR) of the total sepsis costs per country were €36,191 (€17,158 - €53,349), which equals €50 (€34 - €84) per capita annually. The relative amount of healthcare budget spent on sepsis was 2.65%, which equals 0.33% of the gross national product (GNP). CONCLUSION While general sepsis costs are high, there is considerable variability between countries regarding the costs of sepsis. Further studies examining the impact on sepsis costs, especially on the general ward, can help justify, design and monitor initiatives on prevention, diagnosis, and treatment of this time-critical and potentially preventable disease.
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Affiliation(s)
- M van den Berg
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - F E van Beuningen
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - J C Ter Maaten
- Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - H R Bouma
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands; Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.
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Crisafulli E, Manco A, Ferrer M, Huerta A, Micheletto C, Girelli D, Clini E, Torres A. Pneumonic versus Nonpneumonic Exacerbations of Chronic Obstructive Pulmonary Disease. Semin Respir Crit Care Med 2020; 41:817-829. [PMID: 32726837 DOI: 10.1055/s-0040-1702196] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Patients with chronic obstructive pulmonary disease (COPD) often suffer acute exacerbations (AECOPD) and community-acquired pneumonia (CAP), named nonpneumonic and pneumonic exacerbations of COPD, respectively. Abnormal host defense mechanisms may play a role in the specificity of the systemic inflammatory response. Given the association of this aspect to some biomarkers at admission (e.g., C-reactive protein), it can be used to help to discriminate AECOPD and CAP, especially in cases with doubtful infiltrates and advanced lung impairment. Fever, sputum purulence, chills, and pleuritic pain are typical clinical features of CAP in a patient with COPD, whereas isolated dyspnea at admission has been reported to predict AECOPD. Although CAP may have a worse outcome in terms of mortality (in hospital and short term), length of hospitalization, and early readmission rates, this has only been confirmed in a few prospective studies. There is a lack of methodologically sound research confirming the impact of severe AECOPD and COPD + CAP. Here, we review studies reporting head-to-head comparisons between AECOPD and CAP + COPD in hospitalized patients. We focus on the epidemiology, risk factors, systemic inflammatory response, clinical and microbiological characteristics, outcomes, and treatment approaches. Finally, we briefly discuss some proposals on how we should orient research in the future.
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Affiliation(s)
- Ernesto Crisafulli
- Department of Medicine, Respiratory Medicine Unit, University of Verona and Azienda Ospedaliera Universitaria Integrata of Verona, Verona, Italy.,Department of Medicine, Section of Internal Medicine, University of Verona and Azienda Ospedaliera Universitaria Integrata of Verona, Verona, Italy
| | - Alessandra Manco
- Department of Medicine and Surgery, Respiratory Disease and Lung Function Unit, University of Parma, Parma, Italy
| | - Miquel Ferrer
- Department of Pneumology, Respiratory Institute, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), CIBERES (CB06/06/0028), University of Barcelona, Barcelona, Spain
| | - Arturo Huerta
- Department of Pneumology, Respiratory Institute, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), CIBERES (CB06/06/0028), University of Barcelona, Barcelona, Spain
| | - Claudio Micheletto
- Department of Cardiovascular and Thoracic, Pneumology Unit, Azienda Ospedaliera Universitaria Integrata of Verona, Verona, Italy
| | - Domenico Girelli
- Department of Medicine, Section of Internal Medicine, University of Verona and Azienda Ospedaliera Universitaria Integrata of Verona, Verona, Italy
| | - Enrico Clini
- Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia and University Hospital of Modena Policlinico, Modena, Italy
| | - Antoni Torres
- Department of Pneumology, Respiratory Institute, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), CIBERES (CB06/06/0028), University of Barcelona, Barcelona, Spain
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Purba AKR, Mariana N, Aliska G, Wijaya SH, Wulandari RR, Hadi U, Nugroho CW, van der Schans J, Postma MJ. The burden and costs of sepsis and reimbursement of its treatment in a developing country: An observational study on focal infections in Indonesia. Int J Infect Dis 2020; 96:211-218. [PMID: 32387377 DOI: 10.1016/j.ijid.2020.04.075] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 04/27/2020] [Accepted: 04/28/2020] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVES This study aimed to determine the burden of sepsis with focal infections in the resource-limited context of Indonesia and to propose national prices for sepsis reimbursement. METHODS A retrospective observational study was conducted from 2013-2016 on cost of surviving and non-surviving sepsis patients from a payer perspective using inpatient billing records in four hospitals. The national burden of sepsis was calculated and proposed national prices for reimbursement were developed. RESULTS Of the 14,076 sepsis patients, 5,876 (41.7%) survived and 8,200 (58.3%) died. The mean hospital costs incurred per surviving and deceased sepsis patient were US$1,011 (SE ± 23.4) and US$1,406 (SE ± 27.8), respectively. The national burden of sepsis in 100,000 patients was estimated to be US$130 million. Sepsis patients with multifocal infections and a single focal lower-respiratory tract infection (LRTI) were estimated as being the two with the highest economic burden (US$48 million and US$33 million, respectively, within 100,000 sepsis patients). Sepsis with cardiovascular infection was estimated to warrant the highest proposed national price for reimbursement (US$4,256). CONCLUSIONS Multifocal infections and LRTIs are the major focal infections with the highest burden of sepsis. This study showed varying cost estimates for sepsis, necessitating a new reimbursement system with adjustment of the national prices taking the particular foci into account.
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Affiliation(s)
- Abdul Khairul Rizki Purba
- Department of Health Sciences, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands; Department of Pharmacology and Therapy, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia; Department of Medical Microbiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Unit of PharmacoTherapy, -Epidemiology and -Economics (PTE2), Department of Pharmacy, Faculty of Science and Engineering, University of Groningen, The Netherlands.
| | - Nina Mariana
- Directorate of Research on Infectious and Communicable Diseases, Prof. Dr. Sulianti Saroso Infectious Disease Hospital, Jakarta, Indonesia
| | - Gestina Aliska
- Department of Pharmacology and Therapeutics, Faculty of Medicine, M. Djamil Hospital, Padang, Indonesia
| | - Sonny Hadi Wijaya
- Hospital Quality Assessment, Universitas Airlangga General Academic Hospital, Surabaya, Indonesia; Department of Internal Medicine, Faculty of Medicine, Universitas Diponegoro, Semarang, Indonesia
| | | | - Usman Hadi
- Department of Internal Medicine, Faculty of Medicine, Universitas Airlangga, Dr. Soetomo General Academic Hospital, Surabaya, Indonesia
| | - Cahyo Wibisono Nugroho
- Department of Internal Medicine, Universitas Airlangga Academic Hospital, Surabaya, Indonesia
| | - Jurjen van der Schans
- Department of Health Sciences, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands; Department of Economics, Econometrics and Finance, Faculty of Economics & Business, University of Groningen, Groningen, The Netherlands
| | - Maarten J Postma
- Department of Health Sciences, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands; Department of Pharmacology and Therapy, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia; Unit of PharmacoTherapy, -Epidemiology and -Economics (PTE2), Department of Pharmacy, Faculty of Science and Engineering, University of Groningen, The Netherlands; Department of Economics, Econometrics and Finance, Faculty of Economics & Business, University of Groningen, Groningen, The Netherlands
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