1
|
Asuquo DE, Attai KF, Johnson EA, Obot OU, Adeoye OS, Akwaowo CD, Ekpenyong N, Isiguzo C, Ekanem U, Motilewa O, Dan E, Umoh E, Ekpin V, Uzoka FME. Multi-criteria decision analysis method for differential diagnosis of tropical febrile diseases. Health Informatics J 2024; 30:14604582241260659. [PMID: 38860564 DOI: 10.1177/14604582241260659] [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] [Indexed: 06/12/2024]
Abstract
This paper employs the Analytical Hierarchy Process (AHP) to enhance the accuracy of differential diagnosis for febrile diseases, particularly prevalent in tropical regions where misdiagnosis may have severe consequences. The migration of health workers from developing countries has resulted in frontline health workers (FHWs) using inadequate protocols for the diagnosis of complex health conditions. The study introduces an innovative AHP-based Medical Decision Support System (MDSS) incorporating disease risk factors derived from physicians' experiential knowledge to address this challenge. The system's aggregate diagnostic factor index determines the likelihood of febrile illnesses. Compared to existing literature, AHP models with risk factors demonstrate superior prediction accuracy, closely aligning with physicians' suspected diagnoses. The model's accuracy ranges from 85.4% to 96.9% for various diseases, surpassing physicians' predictions for Lassa, Dengue, and Yellow Fevers. The MDSS is recommended for use by FHWs in communities lacking medical experts, facilitating timely and precise diagnoses, efficient application of diagnostic test kits, and reducing overhead expenses for administrators.
Collapse
Affiliation(s)
- Daniel E Asuquo
- Department of Information Systems, Faculty of Computing, University of Uyo, Uyo, Nigeria
| | - Kingsley F Attai
- Department of Mathematics & Computer Science, Ritman University, Ikot Ekpene, Nigeria
| | - Ekemini A Johnson
- Department of Mathematics & Computer Science, Ritman University, Ikot Ekpene, Nigeria
| | - Okure U Obot
- Department of Software Engineering, Faculty of Computing, University of Uyo, Uyo, Nigeria
| | - Olufemi S Adeoye
- Department of Data Science, Faculty of Computing, University of Uyo, Uyo, Nigeria
| | - Christie Divine Akwaowo
- Community Medicine Department, University of Uyo, Uyo, Nigeria
- Health Systems Research Hub, University of Uyo Teaching Hospital, Uyo, Nigeria
| | - Nnette Ekpenyong
- Community Health Department, University of Calabar, Calabar, Nigeria
| | | | - Uwemedimbuk Ekanem
- Community Medicine Department, University of Uyo, Uyo, Nigeria
- Institute of Health Research and Development, University of Uyo Teaching Hospital, Uyo, Nigeria
| | - Olugbemi Motilewa
- Community Medicine Department, University of Uyo, Uyo, Nigeria
- Health Systems Research Hub, University of Uyo Teaching Hospital, Uyo, Nigeria
- Institute of Health Research and Development, University of Uyo Teaching Hospital, Uyo, Nigeria
| | - Emem Dan
- Health Systems Research Hub, University of Uyo Teaching Hospital, Uyo, Nigeria
| | - Edidiong Umoh
- Health Systems Research Hub, University of Uyo Teaching Hospital, Uyo, Nigeria
| | - Victory Ekpin
- Health Systems Research Hub, University of Uyo Teaching Hospital, Uyo, Nigeria
| | | |
Collapse
|
2
|
Zhu D, Zhao Q, Guo S, Bai L, Yang S, Zhao Y, Xu Y, Zhou X. Efficacy of preventive interventions against ventilator-associated pneumonia in critically ill patients: an umbrella review of meta-analyses. J Hosp Infect 2024; 145:174-186. [PMID: 38295905 DOI: 10.1016/j.jhin.2023.12.017] [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: 09/04/2023] [Revised: 12/13/2023] [Accepted: 12/26/2023] [Indexed: 02/15/2024]
Abstract
Many meta-analyses have assessed the efficacy of preventive interventions against ventilator-associated pneumonia (VAP) in critically ill patients. However, there has been no comprehensive analysis of the strength and quality of evidence to date. Systematic reviews of randomized and quasi-randomized controlled trials, which evaluated the effect of preventive strategies on the incidence of VAP in critically ill patients receiving mechanical ventilation for at least 48 h, were included in this article. We identified a total of 34 interventions derived from 31 studies. Among these interventions, 19 resulted in a significantly reduced incidence of VAP. Among numerous strategies, only selective decontamination of the digestive tract (SDD) was supported by highly suggestive (Class II) evidence (risk ratio (RR)=0.439, 95% CI: 0.362-0.532). Based on data from the sensitivity analysis, the evidence for the efficacy of non-invasive ventilation in weaning from mechanical ventilation (NIV) was upgraded from weak (Class IV) to highly suggestive (Class II) (RR=0.32, 95% CI: 0.22-0.46). All preventive interventions were not supported by robust evidence for reducing mortality. Early mobilization exhibited suggestive (Class III) evidence in shortening both intensive length of stay (LOS) in the intensive care unit (ICU) (mean difference (MD)=-0.85, 95% CI: -1.21 to -0.49) and duration of mechanical ventilation (MD=-1.02, 95% CI: -1.41 to -0.63). In conclusion, SDD and NIV are supported by robust evidence for prevention against VAP, while early mobilization has been shown to significantly shorten the LOS in the ICU and the duration of mechanical ventilation. These three strategies are recommendable for inclusion in the ventilator bundle to lower the risk of VAP and improve the prognosis of critically ill patients.
Collapse
Affiliation(s)
- D Zhu
- Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Q Zhao
- Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - S Guo
- Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - L Bai
- Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - S Yang
- Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Y Zhao
- Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Y Xu
- School of Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing, China.
| | - X Zhou
- Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China; Department of Respiratory and Critical Care Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China.
| |
Collapse
|
3
|
Noorizadeh M, Geetha M, Bensaali F, Meskin N, Sadasivuni KK, Zughaier SM, Elgamal M, Ait Hssain A. A Path towards Timely VAP Diagnosis: Proof-of-Concept Study on Pyocyanin Sensing with Cu-Mg Doped Graphene Oxide. BIOSENSORS 2024; 14:48. [PMID: 38248425 PMCID: PMC11154305 DOI: 10.3390/bios14010048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 01/09/2024] [Accepted: 01/13/2024] [Indexed: 01/23/2024]
Abstract
In response to the urgent requirement for rapid, precise, and cost-effective detection in intensive care units (ICUs) for ventilated patients, as well as the need to overcome the limitations of traditional detection methods, researchers have turned their attention towards advancing novel technologies. Among these, biosensors have emerged as a reliable platform for achieving accurate and early diagnoses. In this study, we explore the possibility of using Pyocyanin analysis for early detection of pathogens in ventilator-associated pneumonia (VAP) and lower respiratory tract infections in ventilated patients. To achieve this, we developed an electrochemical sensor utilizing a graphene oxide-copper oxide-doped MgO (GO - Cu - Mgo) (GCM) catalyst for Pyocyanin detection. Pyocyanin is a virulence factor in the phenazine group that is produced by Pseudomonas aeruginosa strains, leading to infections such as pneumonia, urinary tract infections, and cystic fibrosis. We additionally investigated the use of DNA aptamers for detecting Pyocyanin as a biomarker of Pseudomonas aeruginosa, a common causative agent of VAP. The results of this study indicated that electrochemical detection of Pyocyanin using a GCM catalyst shows promising potential for various applications, including clinical diagnostics and drug discovery.
Collapse
Affiliation(s)
- Mohammad Noorizadeh
- Department of Electrical Engineering, College of Engineering, Qatar University, Doha 2713, Qatar;
| | - Mithra Geetha
- Department of Mechanical and Industrial Engineering, Centre for Advanced Materials, Qatar University, Doha 2713, Qatar; (M.G.); (K.K.S.)
| | - Faycal Bensaali
- Department of Electrical Engineering, College of Engineering, Qatar University, Doha 2713, Qatar;
| | - Nader Meskin
- Department of Electrical Engineering, College of Engineering, Qatar University, Doha 2713, Qatar;
| | - Kishor K. Sadasivuni
- Department of Mechanical and Industrial Engineering, Centre for Advanced Materials, Qatar University, Doha 2713, Qatar; (M.G.); (K.K.S.)
| | - Susu M. Zughaier
- College of Medicine, QU Health, Qatar University, Doha 2713, Qatar; (S.M.Z.); (M.E.)
| | - Mahmoud Elgamal
- College of Medicine, QU Health, Qatar University, Doha 2713, Qatar; (S.M.Z.); (M.E.)
| | - Ali Ait Hssain
- Medical Intensive Care Unit, Hamad Medical Corporation, Doha 3050, Qatar;
| |
Collapse
|
4
|
Akköse M, Polat Y. Multi-criteria decision analysis for supporting the selection of subclinical mastitis screening tests to use in large- and small-scale dairy farms in Türkiye. Trop Anim Health Prod 2023; 56:6. [PMID: 38060056 DOI: 10.1007/s11250-023-03844-5] [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: 12/21/2022] [Accepted: 11/21/2023] [Indexed: 12/08/2023]
Abstract
The production of high-quality and safe milk is closely associated with the udder health of dairy cows. While there are many mastitis diagnostic tests/methods available, choosing the most appropriate diagnostic test for a sustainable udder health control program could be a challenge. This study was aimed at selecting tests for the screening of subclinical mastitis on small- and large-scale dairy farms in Türkiye, using multi-criteria decision-making methods. An integrated approach employing the analytical hierarchy process (AHP) and technique for order preference by similarity to ideal solution (TOPSIS) together was used to select subclinical mastitis screening tests for on-farm use. While the AHP determines the weights of the evaluation criteria, the TOPSIS provides a final ranking. Nine different subclinical mastitis screening (SCM) methods (DeLaval somatic cell counter, PortaSCC test, California mastitis test (CMT), rapid culture, portable/hand-held electrical conductivity meter, infrared thermography, leukocyte esterase strip test, milk pH, UdderCheck test) were analyzed on the basis of five selection criteria (the market availability of the test, the diagnostic accuracy of the test, the cost of the test, the cow-side use of the test, and the practicality of the test). The selection criteria were determined based on literature review and stakeholder input. The weighting of the criteria with the AHP was based on the pairwise comparison of the criteria by stakeholders. The criteria were weighted from 1 to 9 according to their relative importance as follows: "1: equally important," "3: moderately important," "5: strongly important," "7: very strongly important," "9: extremely important," and "2, 4, 6, 8: intermediate values." Final ranking of SCM tests with the TOPSIS was based on the stakeholder evaluations of fulfillment of the criteria by the alternatives. The most appropriate screening test for both large- and small-scale dairy farms was determined to be the CMT. The CMT is a very useful, easy to perform, and low-cost tool for detecting subclinical mastitis. Being a major element of udder health control programs, the CMT, if regularly used on dairy farms in Türkiye, would enable the culling of chronically infected animals and the reduction of mastitis-associated economic losses. Furthermore, regular CMTs would contribute to reducing milk SCC and improving milk quality. In conclusion, multi-criteria decision-making methods not only provide a systematic approach that may assist both veterinarians and farmers in deciding on the best choice among the different tests available for the screening of subclinical mastitis but also offer potential benefits to policymakers, researchers, and other industry stakeholders.
Collapse
Affiliation(s)
- Mehmet Akköse
- Dalaman Agricultural Enterprise, General Directorate of Agricultural Enterprises, Dalaman, Muğla, Türkiye.
| | - Yadigâr Polat
- Department of Medical Services and Techniques, Vocational High School of Health Services, Kilis 7 Aralik University, Kilis, Türkiye
| |
Collapse
|
5
|
Ceccato A, Camprubí-Rimblas M, Bos LDJ, Povoa P, Martin-Loeches I, Forné C, Areny-Balagueró A, Campaña-Duel E, Morales-Quinteros L, Quero S, Ramirez P, Esperatti M, Torres A, Blanch L, Artigas A. Evaluation of the Kinetics of Pancreatic Stone Protein as a Predictor of Ventilator-Associated Pneumonia. Biomedicines 2023; 11:2676. [PMID: 37893050 PMCID: PMC10604889 DOI: 10.3390/biomedicines11102676] [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: 08/29/2023] [Revised: 09/14/2023] [Accepted: 09/25/2023] [Indexed: 10/29/2023] Open
Abstract
BACKGROUND Ventilator-associated pneumonia (VAP) is a severe condition. Early and adequate antibiotic treatment is the most important strategy for improving prognosis. Pancreatic Stone Protein (PSP) has been described as a biomarker that increases values 3-4 days before the clinical diagnosis of nosocomial sepsis in different clinical settings. We hypothesized that serial measures of PSP and its kinetics allow for an early diagnosis of VAP. METHODS The BioVAP study was a prospective observational study designed to evaluate the role of biomarker dynamics in the diagnosis of VAP. To determine the association between repeatedly measured PSP and the risk of VAP, we used joint models for longitudinal and time-to-event data. RESULTS Of 209 patients, 43 (20.6%) patients developed VAP, with a median time of 4 days. Multivariate joint models with PSP, CRP, and PCT did not show an association between biomarkers and VAP for the daily absolute value, with a hazard ratio (HR) for PSP of 1.01 (95% credible interval: 0.97 to 1.05), for CRP of 1.00 (0.83 to 1.22), and for PCT of 0.95 (0.82 to 1.08). The daily change of biomarkers provided similar results, with an HR for PSP of 1.15 (0.94 to 1.41), for CRP of 0.76 (0.35 to 1.58), and for PCT of 0.77 (0.40 to 1.45). CONCLUSION Neither absolute PSP values nor PSP kinetics alone nor in combination with other biomarkers were useful in improving the prediction diagnosis accuracy in patients with VAP. CLINICAL TRIAL REGISTRATION Registered retrospectively on August 3rd, 2012. NCT02078999.
Collapse
Affiliation(s)
- Adrian Ceccato
- Critical Care Center, Institut d’Investigació i Innovació Parc Taulí I3PT-CERCA, Hospital Universitari Parc Taulí, Univeristat Autonoma de Barcelona, 08208 Sabadell, Spain; (M.C.-R.); (A.A.-B.); (E.C.-D.); (L.M.-Q.); (S.Q.); (L.B.)
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, 28029 Madrid, Spain; (I.M.-L.); (A.T.)
- Intensive Care Unit, Hospital Universitari Sagrat Cor, Grupo Quironsalud, 08029 Barcelona, Spain
| | - Marta Camprubí-Rimblas
- Critical Care Center, Institut d’Investigació i Innovació Parc Taulí I3PT-CERCA, Hospital Universitari Parc Taulí, Univeristat Autonoma de Barcelona, 08208 Sabadell, Spain; (M.C.-R.); (A.A.-B.); (E.C.-D.); (L.M.-Q.); (S.Q.); (L.B.)
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, 28029 Madrid, Spain; (I.M.-L.); (A.T.)
| | - Lieuwe D. J. Bos
- Intensive Care & Laboratory of Experimental Intensive Care and Anesthesiology (LEICA), Amsterdam UMC Location AMC, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands;
| | - Pedro Povoa
- Department of Critical Care Medicine, Hospital de São Francisco Xavier, CHLO, 1449-005 Lisbon, Portugal;
- Nova Medical School, New University of Lisbon, 1169-056 Lisbon, Portugal
- Center for Clinical Epidemiology and Research Unit of Clinical Epidemiology, OUH Odense University Hospital, 5000 Odense, Denmark
| | - Ignacio Martin-Loeches
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, 28029 Madrid, Spain; (I.M.-L.); (A.T.)
- Department of Intensive Care Medicine, Multidisciplinary Intensive Care Research Organization (MICRO), St. James Hospital, D08 NHY1 Dublin, Ireland
- Department of Pneumology, Hospital Clinic of Barcelona—August Pi i Sunyer Biomedical Research Institute (IDIBAPS), University of Barcelona, 08036 Barcelona, Spain
| | - Carles Forné
- Heorfy Consulting, 25007 Lleida, Spain;
- Department of Basic Medical Sciences, University of Lleida, 25198 Lleida, Spain
| | - Aina Areny-Balagueró
- Critical Care Center, Institut d’Investigació i Innovació Parc Taulí I3PT-CERCA, Hospital Universitari Parc Taulí, Univeristat Autonoma de Barcelona, 08208 Sabadell, Spain; (M.C.-R.); (A.A.-B.); (E.C.-D.); (L.M.-Q.); (S.Q.); (L.B.)
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, 28029 Madrid, Spain; (I.M.-L.); (A.T.)
| | - Elena Campaña-Duel
- Critical Care Center, Institut d’Investigació i Innovació Parc Taulí I3PT-CERCA, Hospital Universitari Parc Taulí, Univeristat Autonoma de Barcelona, 08208 Sabadell, Spain; (M.C.-R.); (A.A.-B.); (E.C.-D.); (L.M.-Q.); (S.Q.); (L.B.)
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, 28029 Madrid, Spain; (I.M.-L.); (A.T.)
| | - Luis Morales-Quinteros
- Critical Care Center, Institut d’Investigació i Innovació Parc Taulí I3PT-CERCA, Hospital Universitari Parc Taulí, Univeristat Autonoma de Barcelona, 08208 Sabadell, Spain; (M.C.-R.); (A.A.-B.); (E.C.-D.); (L.M.-Q.); (S.Q.); (L.B.)
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, 28029 Madrid, Spain; (I.M.-L.); (A.T.)
- Servei de Medicina Intensiva, Hospital de la Santa Creu y Sant Pau, 08025 Barcelona, Spain
| | - Sara Quero
- Critical Care Center, Institut d’Investigació i Innovació Parc Taulí I3PT-CERCA, Hospital Universitari Parc Taulí, Univeristat Autonoma de Barcelona, 08208 Sabadell, Spain; (M.C.-R.); (A.A.-B.); (E.C.-D.); (L.M.-Q.); (S.Q.); (L.B.)
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, 28029 Madrid, Spain; (I.M.-L.); (A.T.)
| | - Paula Ramirez
- Servicio de Medicina Intensiva, Hospital Universitario y Politécnico la Fe, 46026 Valencia, Spain;
| | - Mariano Esperatti
- Escuela Superior de Medicina, Universidad Nacional de Mar del Plata, Mar del Plata B7602AYL, Argentina;
- Unidad de Cuidados Intensivos, Hospital Privado de Comunidad, Mar del Plata B7602AYL, Argentina
| | - Antoni Torres
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, 28029 Madrid, Spain; (I.M.-L.); (A.T.)
- Department of Pneumology, Hospital Clinic of Barcelona—August Pi i Sunyer Biomedical Research Institute (IDIBAPS), University of Barcelona, 08036 Barcelona, Spain
| | - Lluis Blanch
- Critical Care Center, Institut d’Investigació i Innovació Parc Taulí I3PT-CERCA, Hospital Universitari Parc Taulí, Univeristat Autonoma de Barcelona, 08208 Sabadell, Spain; (M.C.-R.); (A.A.-B.); (E.C.-D.); (L.M.-Q.); (S.Q.); (L.B.)
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, 28029 Madrid, Spain; (I.M.-L.); (A.T.)
| | - Antonio Artigas
- Critical Care Center, Institut d’Investigació i Innovació Parc Taulí I3PT-CERCA, Hospital Universitari Parc Taulí, Univeristat Autonoma de Barcelona, 08208 Sabadell, Spain; (M.C.-R.); (A.A.-B.); (E.C.-D.); (L.M.-Q.); (S.Q.); (L.B.)
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, 28029 Madrid, Spain; (I.M.-L.); (A.T.)
| |
Collapse
|
6
|
Bustos IG, Martín-Loeches I, Acosta-González A, Chotirmall SH, Dickson RP, Reyes LF. Exploring the complex relationship between the lung microbiome and ventilator-associated pneumonia. Expert Rev Respir Med 2023; 17:889-901. [PMID: 37872770 DOI: 10.1080/17476348.2023.2273424] [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: 06/14/2023] [Accepted: 10/17/2023] [Indexed: 10/25/2023]
Abstract
INTRODUCTION Understanding the presence and function of a diverse lung microbiome in acute lung infections, particularly ventilator-associated pneumonia (VAP), is still limited, evidencing significant gaps in our knowledge. AREAS COVERED In this comprehensive narrative review, we aim to elucidate the contribution of the respiratory microbiome in the development of VAP by examining the current knowledge on the interactions among microorganisms. By exploring these intricate connections, we endeavor to enhance our understanding of the disease's pathophysiology and pave the way for novel ideas and interventions in studying the respiratory tract microbiome. EXPERT OPINION The conventional perception of lungs as sterile is deprecated since it is currently recognized the existence of a diverse microbial community within them. However, despite extensive research on the role of the respiratory microbiome in healthy lungs, respiratory chronic diseases and acute lung infections such as pneumonia are not fully understood. It is crucial to investigate further the relationship between the pathophysiology of VAP and the pulmonary microbiome, elucidating the mechanisms underlying the interactions between the microbiome, host immune response and mechanical ventilation for the development of VAP.
Collapse
Affiliation(s)
- Ingrid G Bustos
- Unisabana Center for Translational Science, School of Medicine, Universidad de La Sabana, Chia, Colombia
- Doctorado de Biociencias, Department of Engineering, Universidad de la Sabana, Chia, Colombia
| | - Ignacio Martín-Loeches
- Multidisciplinary Intensive Care Research Organization (MICRO), St James's Hospital, Dublin, Ireland
| | - Alejandro Acosta-González
- Unisabana Center for Translational Science, School of Medicine, Universidad de La Sabana, Chia, Colombia
- Bioprospection Research Group (GIBP), Department of Engineering, Universidad de La Sabana, Chia, Colombia
| | - Sanjay H Chotirmall
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- Department of Respiratory and Critical Care Medicine, Tan Tock Seng Hospital, Singapore, Singapore
| | - Robert P Dickson
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Health System, Ann Arbor, MI, USA
- Department of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, MI, USA
- Weil Institute for Critical Care Research & Innovation, Ann Arbor, MI, USA
| | - Luis Felipe Reyes
- Unisabana Center for Translational Science, School of Medicine, Universidad de La Sabana, Chia, Colombia
- Critical Care Department, Clinica Universidad de La Sabana, Chia, Colombia
- Pandemic Sciences Institute, University of Oxford, Oxford, UK
| |
Collapse
|
7
|
Predictive Score for Carbapenem-Resistant Gram-Negative Bacilli Sepsis: Single-Center Prospective Cohort Study. Antibiotics (Basel) 2022; 12:antibiotics12010021. [PMID: 36671222 PMCID: PMC9854893 DOI: 10.3390/antibiotics12010021] [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: 08/14/2022] [Revised: 09/29/2022] [Accepted: 10/04/2022] [Indexed: 12/28/2022] Open
Abstract
A clinical-epidemiological score to predict CR-GNB sepsis to guide empirical antimicrobial therapy (EAT), using local data, persists as an unmet need. On the basis of a case-case-control design in a prospective cohort study, the predictive factors for CR-GNB sepsis were previously determined as prior infection, use of mechanical ventilation and carbapenem, and length of hospital stay. In this study, each factor was scored according to the logistic regression coefficients, and the ROC curve analysis determined its accuracy in predicting CR-GNB sepsis in the entire cohort. Among the total of 629 admissions followed by 7797 patient-days, 329 single or recurrent episodes of SIRS/sepsis were enrolled, from August 2015 to March 2017. At least one species of CR-GNB was identified as the etiology in 108 (33%) episodes, and 221 were classified as the control group. The cutoff point of ≥3 (maximum of 4) had the best sensitivity/specificity, while ≤1 showed excellent sensitivity to exclude CR-GNB sepsis. The area under the curve was 0.80 (95% CI: 0.76-0.85) and the number needed to treat was 2.0. The score may improve CR-GNB coverage and spare polymyxins with 22% (95% CI: 17-28%) adequacy rate change. The score has a good ability to predict CR-GNB sepsis and to guide EAT in the future.
Collapse
|
8
|
Abstract
Severe pneumonia is associated with high mortality (short and long term), as well as pulmonary and extrapulmonary complications. Appropriate diagnosis and early initiation of adequate antimicrobial treatment for severe pneumonia are crucial in improving survival among critically ill patients. Identifying the underlying causative pathogen is also critical for antimicrobial stewardship. However, establishing an etiological diagnosis is challenging in most patients, especially in those with chronic underlying disease; those who received previous antibiotic treatment; and those treated with mechanical ventilation. Furthermore, as antimicrobial therapy must be empiric, national and international guidelines recommend initial antimicrobial treatment according to the location's epidemiology; for patients admitted to the intensive care unit, specific recommendations on disease management are available. Adherence to pneumonia guidelines is associated with better outcomes in severe pneumonia. Yet, the continuing and necessary research on severe pneumonia is expansive, inviting different perspectives on host immunological responses, assessment of illness severity, microbial causes, risk factors for multidrug resistant pathogens, diagnostic tests, and therapeutic options.
Collapse
Affiliation(s)
- Catia Cillóniz
- Department of pneumology, Hospital Clinic of Barcelona, Spain
- August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
- University of Barcelona, Barcelona, Spain
- Biomedical Research Networking Centers in Respiratory Diseases (CIBERES), Barcelona, Spain
| | - Antoni Torres
- Department of pneumology, Hospital Clinic of Barcelona, Spain
- August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
- University of Barcelona, Barcelona, Spain
- Biomedical Research Networking Centers in Respiratory Diseases (CIBERES), Barcelona, Spain
| | - Michael S Niederman
- Weill Cornell Medical College, Department of Pulmonary Critical Care Medicine, New York, NY, USA
| |
Collapse
|
9
|
Côrtes MF, de Almeida BL, Espinoza EPS, Campos AF, do Nascimento Moura ML, Salomão MC, Boszczowski I, Freire MP, de Carvalho LB, Paranhos-Baccalà G, Costa SF, Guimarães T. Procalcitonin as a biomarker for ventilator associated pneumonia in COVID-19 patients: Is it an useful stewardship tool? Diagn Microbiol Infect Dis 2021; 101:115344. [PMID: 34243136 PMCID: PMC7879055 DOI: 10.1016/j.diagmicrobio.2021.115344] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 02/04/2021] [Accepted: 02/09/2021] [Indexed: 11/22/2022]
Abstract
Ventilator associated pneumonia(VAP) is a severe complication that can lead to high mortality when not early identified or when therapy is delayed. The aim of this study was to evaluate procalcitonin(PCT) as a biomarker for VAP development. In total, 73 hospitalized patients with COVID-19 were analyzed. PCT levels greater than 0.975ng/mL were more related to VAP. No association was found for C-reactive protein (CRP). The results show that procalcitonin may be a pertinent biomarker for VAP diagnosis and can be a helpful tool for antibiotic withdrawal.
Collapse
Affiliation(s)
- Marina Farrel Côrtes
- Department of Infection Diseases, LIM-49, Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil; Open Innovation and Partnership Department at bioMérieux, São Paulo, Brazil; Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.
| | - Bianca Leal de Almeida
- Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Evelyn Patricia Sanchez Espinoza
- Department of Infection Diseases, LIM-49, Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Aléia Faustina Campos
- Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | | | - Matias C Salomão
- Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Icaro Boszczowski
- Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | | | | | - Gláucia Paranhos-Baccalà
- Open Innovation and Partnership Department at bioMérieux, São Paulo, Brazil; Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Silvia Figueiredo Costa
- Department of Infection Diseases, LIM-49, Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Thaís Guimarães
- Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| |
Collapse
|
10
|
Xu E, Pérez-Torres D, Fragkou PC, Zahar JR, Koulenti D. Nosocomial Pneumonia in the Era of Multidrug-Resistance: Updates in Diagnosis and Management. Microorganisms 2021; 9:534. [PMID: 33807623 PMCID: PMC8001201 DOI: 10.3390/microorganisms9030534] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Revised: 02/25/2021] [Accepted: 03/03/2021] [Indexed: 12/11/2022] Open
Abstract
Nosocomial pneumonia (NP), including hospital-acquired pneumonia in non-intubated patients and ventilator-associated pneumonia, is one of the most frequent hospital-acquired infections, especially in the intensive care unit. NP has a significant impact on morbidity, mortality and health care costs, especially when the implicated pathogens are multidrug-resistant ones. This narrative review aims to critically review what is new in the field of NP, specifically, diagnosis and antibiotic treatment. Regarding novel imaging modalities, the current role of lung ultrasound and low radiation computed tomography are discussed, while regarding etiological diagnosis, recent developments in rapid microbiological confirmation, such as syndromic rapid multiplex Polymerase Chain Reaction panels are presented and compared with conventional cultures. Additionally, the volatile compounds/electronic nose, a promising diagnostic tool for the future is briefly presented. With respect to NP management, antibiotics approved for the indication of NP during the last decade are discussed, namely, ceftobiprole medocaril, telavancin, ceftolozane/tazobactam, ceftazidime/avibactam, and meropenem/vaborbactam.
Collapse
Affiliation(s)
- Elena Xu
- Burns, Trauma and Critical Care Research Centre, University of Queensland Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4029, Australia;
| | - David Pérez-Torres
- Servicio de Medicina Intensiva, Hospital Universitario Río Hortega, 47012 Valladolid, Spain;
| | - Paraskevi C. Fragkou
- Fourth Department of Internal Medicine, Attikon University Hospital, 12462 Athens, Greece;
| | - Jean-Ralph Zahar
- Microbiology Department, Infection Control Unit, Hospital Avicenne, 93000 Bobigny, France;
| | - Despoina Koulenti
- Burns, Trauma and Critical Care Research Centre, University of Queensland Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4029, Australia;
- Second Critical Care Department, Attikon University Hospital, 12462 Athens, Greece
| |
Collapse
|
11
|
Abstract
PURPOSE OF REVIEW Nosocomial pneumonia represents a significant burden even for the most resilient healthcare systems. Timely and reliable diagnosis is critical but remains a deficient field. This review critically revises the latest literature on the diagnosis of nosocomial pneumonia, including advances in imaging techniques, as well as the utility of rapid microbiological tests in establishing the etiological diagnosis. RECENT FINDINGS Studies on low radiation computed tomography (CT) and lung ultrasound (LUS) have shown promising results for early nosocomial pneumonia diagnosis; however, further data on their sensitivity and specificity are needed, especially for picking up subtle and nonspecific radiographic findings. Moreover, data supporting their superiority in pneumonia diagnosis is still limited. As for microbiological diagnosis, several culture-independent molecular diagnostic techniques have been developed, identifying both causative microorganisms as well as determinants of antimicrobial resistance, but more studies are needed to delineate their role in nosocomial pneumonia diagnosis. SUMMARY The development of nonculture dependent tests has launched a new era in microbiological nosocomial pneumonia diagnosis. These modalities along with the use of LUS and/or low radiation CT might improve the sensitivity and specificity of nosocomial pneumonia diagnosis, enhance early detection and guide the antimicrobial therapy but more studies are needed to further evaluate them and determine their role for the routine clinical practice.
Collapse
|
12
|
Rello J, Tejada S, Xu E, Solé-Lleonart C, Campogiani L, Koulenti D, Ferreira-Coimbra J, Lipman J. Quality of evidence supporting Surviving Sepsis Campaign Recommendations. Anaesth Crit Care Pain Med 2020; 39:497-502. [PMID: 32650126 PMCID: PMC7340061 DOI: 10.1016/j.accpm.2020.06.015] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Revised: 06/08/2020] [Accepted: 06/13/2020] [Indexed: 01/06/2023]
Abstract
Introduction The Surviving Sepsis Campaign (SSC) guidelines, released in 2017, are a combination of expert opinion and evidence-based medicine, adopted by many institutions as a standard of practice. The aim was to analyse the quality of evidence supporting recommendations on the management of sepsis. Methods The strength and quality of evidence (high, moderate, low-very low and best practice statements) of each recommendation were extracted. Randomised controlled trials were required to qualify as high-quality evidence. Results A total of 96 recommendations were formulated, and 87 were included. Among thirty-one (43%) strong recommendations, only 15.2% were supported by high-quality evidence. Overall, thirty-seven (42.5%) recommendations were based on low-quality evidence, followed by 28 (32.2%) based on moderate-quality, 15 (17.2%) were best practice statements and only seven (8.0%) were supported by high-quality evidence. Randomised controlled trials supported 21.4%, 9.5% and 8.6% recommendations on mechanical ventilation, resuscitation, and management/adjuvant therapy, respectively. In contrast, none high-quality evidence recommendation supported antimicrobial/source control (82.4% were low-very low evidence or best practice statements), and nutrition. Conclusions In the SSC guidelines most recommendations were informed by indirect evidence and non-systematic observations. While awaiting trials results, Delphi-like approaches or multi-criteria decision analyses should guide recommendations.
Collapse
Affiliation(s)
- Jordi Rello
- Clinical Research/Epidemiology in Pneumonia & Sepsis (CRIPS), Vall d'Hebron Institut of Research (VHIR), Barcelona, Spain; Centro de Investigacion Biomedica En Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain; Scientifical Research, CHU Nîmes, University Montpellier-Nîmes, Nîmes, France
| | - Sofia Tejada
- Clinical Research/Epidemiology in Pneumonia & Sepsis (CRIPS), Vall d'Hebron Institut of Research (VHIR), Barcelona, Spain; Centro de Investigacion Biomedica En Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain.
| | - Elena Xu
- UQ Centre for Clinical Research, Faculty of Medicine, University of Queensland, Brisbane, Australia
| | | | - Laura Campogiani
- Clinical Infectious Diseases, Department of System Medicine, Tor Vergata University, Rome, Italy
| | - Despoina Koulenti
- UQ Centre for Clinical Research, Faculty of Medicine, University of Queensland, Brisbane, Australia; Department of Critical Care II, Attikon University Hospital, Athens, Greece
| | - João Ferreira-Coimbra
- Internal Medicine Department, Centro Hospitalar Universitário do Porto, Porto, Portugal
| | - Jeff Lipman
- Scientifical Research, CHU Nîmes, University Montpellier-Nîmes, Nîmes, France; UQ Centre for Clinical Research, Faculty of Medicine, University of Queensland, Brisbane, Australia
| |
Collapse
|