1
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Gianni F, Bonzi M, Jachetti A, Solbiati M, Dreon G, Colombo G, Colombo G, Russo A, Furlan L, Casazza G, Costantino G. How to recognize pulmonary embolism in syncope patients: A simple rule. Eur J Intern Med 2024; 121:121-126. [PMID: 37945410 DOI: 10.1016/j.ejim.2023.10.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 10/18/2023] [Accepted: 10/27/2023] [Indexed: 11/12/2023]
Abstract
BACKGROUND Syncope can be the presenting symptom of Pulmonary Embolism (PE). It is not known wether using a standardized algorithm to rule-out PE in all patients with syncope admitted to the Emergency Departments (ED) is of value or can lead to overdiagnosis and overtreatment. METHODS We tested if simple anamnestic and clinical parameters could be used as a rule to identify patients with syncope and PE in a multicenter observational study. The rule's sensitivity was tested on a cohort of patients that presented to the ED for syncopal episodes caused by PE. The clinical impact of the rule was assessed on a population of consecutive patients admitted for syncope in the ED. RESULTS Patients were considered rule-positive in the presence of any of the following: hypotension, tachycardia, peripheral oxygen saturation ≤ 93 % (SpO2), chest pain, dyspnea, recent history of prolonged bed rest, clinical signs of deep vein thrombosis, history of previous venous thrombo-embolism and active neoplastic disease. The sensitivity of the rule was 90.3 % (95 % CI: 74.3 % to 98.0 %). The application of the rule to a population of 217 patients with syncope would have led to a 70 % reduction in the number of subjects needing additional diagnostic tests to exclude PE. CONCLUSIONS Most patients with syncope due to PE present with anamnestic and clinical features indicative of PE diagnosis. A clinical decision rule can be used to identify patients who would benefit from further diagnostic tests to exclude PE, while reducing unnecessary exams that could lead to over-testing and over-diagnosis.
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Affiliation(s)
- Francesca Gianni
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC Pronto Soccorso, Milan, Italy; Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
| | - Mattia Bonzi
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC Pronto Soccorso, Milan, Italy
| | - Alessandro Jachetti
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC Pronto Soccorso, Milan, Italy
| | - Monica Solbiati
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC Pronto Soccorso, Milan, Italy; Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
| | - Giulia Dreon
- Scuola di Specializzazione in Medicina di Emergenza-Urgenza, Università degli Studi di Milano, Milan, Italy
| | - Giorgio Colombo
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC Pronto Soccorso, Milan, Italy
| | - Giulia Colombo
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC Pronto Soccorso, Milan, Italy
| | - Antonio Russo
- Epidemiology Unit, Agency for Health Protection of Milan, Italy
| | - Ludovico Furlan
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC Pronto Soccorso, Milan, Italy; Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
| | - Giovanni Casazza
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Giorgio Costantino
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC Pronto Soccorso, Milan, Italy; Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy.
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2
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Dipaola F, Gatti M, Menè R, Shiffer D, Giaj Levra A, Solbiati M, Villa P, Costantino G, Furlan R. A Hybrid Model for 30-Day Syncope Prognosis Prediction in the Emergency Department. J Pers Med 2023; 14:4. [PMID: 38276219 PMCID: PMC10817569 DOI: 10.3390/jpm14010004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 12/06/2023] [Accepted: 12/11/2023] [Indexed: 01/27/2024] Open
Abstract
Syncope is a challenging problem in the emergency department (ED) as the available risk prediction tools have suboptimal predictive performances. Predictive models based on machine learning (ML) are promising tools whose application in the context of syncope remains underexplored. The aim of the present study was to develop and compare the performance of ML-based models in predicting the risk of clinically significant outcomes in patients presenting to the ED for syncope. We enrolled 266 consecutive patients (age 73, IQR 58-83; 52% males) admitted for syncope at three tertiary centers. We collected demographic and clinical information as well as the occurrence of clinically significant outcomes at a 30-day telephone follow-up. We implemented an XGBoost model based on the best-performing candidate predictors. Subsequently, we integrated the XGboost predictors with knowledge-based rules. The obtained hybrid model outperformed the XGboost model (AUC = 0.81 vs. 0.73, p < 0.001) with acceptable calibration. In conclusion, we developed an ML-based model characterized by a commendable capability to predict adverse events within 30 days post-syncope evaluation in the ED. This model relies solely on clinical data routinely collected during a patient's initial syncope evaluation, thus obviating the need for laboratory tests or syncope experienced clinical judgment.
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Affiliation(s)
- Franca Dipaola
- Internal Medicine, Syncope Unit, IRCCS Humanitas Research Hospital, 20089 Milan, Italy;
| | | | - Roberto Menè
- Department of Medicine and Surgery, University of Milano-Bicocca, 20100 Milan, Italy;
| | - Dana Shiffer
- Emergency Department, IRCCS Humanitas Research Hospital, 20089 Milan, Italy;
- Department of Biomedical Sciences, Humanitas University, 20072 Milan, Italy;
| | | | - Monica Solbiati
- Emergency Department, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Università Degli Studi Di Milano, 20100 Milan, Italy; (M.S.); (G.C.)
| | - Paolo Villa
- Emergency Medicine Unit, Luigi Sacco Hospital, ASST Fatebenefratelli Sacco, 20100 Milan, Italy;
| | - Giorgio Costantino
- Emergency Department, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Università Degli Studi Di Milano, 20100 Milan, Italy; (M.S.); (G.C.)
| | - Raffaello Furlan
- Internal Medicine, Syncope Unit, IRCCS Humanitas Research Hospital, 20089 Milan, Italy;
- Department of Biomedical Sciences, Humanitas University, 20072 Milan, Italy;
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3
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Cassano G, Nattino G, Belotti M, Cortellaro F, Cosentini R, Ghilardi GI, Paganuzzi M, Paglia S, Rossi C, Solbiati M, Bertolini G, Brambilla AM. Prognostic value of respiratory parameters for COVID-19 patients in the emergency department: results from the EC-COVID study. Intern Emerg Med 2023; 18:2075-2082. [PMID: 37338715 DOI: 10.1007/s11739-023-03324-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 05/23/2023] [Indexed: 06/21/2023]
Abstract
While several studies have evaluated the prognostic weight of respiratory parameters in patients with COVID-19, few have focused on patients' clinical conditions at the first emergency department (ED) assessment. We analyzed a large cohort of ED patients recruited within the EC-COVID study over the year 2020, and assessed the association between key bedside respiratory parameters measured in room air (pO2, pCO2, pH, and respiratory rate [RR]) and hospital mortality, after adjusting for key confounding factors. Analyses were based on a multivariable logistic Generalized Additive Model (GAM). After excluding patients who did not perform a blood gas analysis (BGA) test in room air or with incomplete BGA results, a total of 2458 patients were considered in the analyses. Most patients were hospitalized on ED discharge (72.0%); hospital mortality was 14.3%. Strong, negative associations with hospital mortality emerged for pO2, pCO2 and pH (p-values: < 0.001, < 0.001 and 0.014), while a significant, positive association was observed for RR (p-value < 0.001). Associations were quantified with nonlinear functions, learned from the data. No cross-parameter interaction was significant (all p-values were larger than 0.10), suggesting a progressive, independent effect on the outcome as the value of each parameter departed from normality. Our results collide with the hypothesized existence of patterns of breathing parameters with specific prognostic weight in the early stages of the disease.
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Affiliation(s)
- Giulio Cassano
- Emergency Medicine Unit, Luigi Sacco Hospital, ASST FBF Sacco, Milan, Italy
| | - Giovanni Nattino
- Laboratory of Clinical Epidemiology, Department of Public Health, Istituto Di Ricerche Farmacologiche Mario Negri IRCCS Villa Camozzi, Via G.B. Camozzi 3, 24020, Ranica (BG), Italy
| | - Mauro Belotti
- Emergency Medicine Unit, Luigi Sacco Hospital, ASST FBF Sacco, Milan, Italy
| | | | | | - Giulia Irene Ghilardi
- Laboratory of Clinical Epidemiology, Department of Public Health, Istituto Di Ricerche Farmacologiche Mario Negri IRCCS Villa Camozzi, Via G.B. Camozzi 3, 24020, Ranica (BG), Italy
| | - Marco Paganuzzi
- Laboratory of Clinical Epidemiology, Department of Public Health, Istituto Di Ricerche Farmacologiche Mario Negri IRCCS Villa Camozzi, Via G.B. Camozzi 3, 24020, Ranica (BG), Italy
| | | | - Carlotta Rossi
- Laboratory of Clinical Epidemiology, Department of Public Health, Istituto Di Ricerche Farmacologiche Mario Negri IRCCS Villa Camozzi, Via G.B. Camozzi 3, 24020, Ranica (BG), Italy.
| | - Monica Solbiati
- Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan (MI), Italy
- Università Degli Studi Di Milano, Milan (MI), Italy
| | - Guido Bertolini
- Laboratory of Clinical Epidemiology, Department of Public Health, Istituto Di Ricerche Farmacologiche Mario Negri IRCCS Villa Camozzi, Via G.B. Camozzi 3, 24020, Ranica (BG), Italy
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Dipaola F, Gatti M, Giaj Levra A, Menè R, Shiffer D, Faccincani R, Raouf Z, Secchi A, Rovere Querini P, Voza A, Badalamenti S, Solbiati M, Costantino G, Savevski V, Furlan R. Multimodal deep learning for COVID-19 prognosis prediction in the emergency department: a bi-centric study. Sci Rep 2023; 13:10868. [PMID: 37407595 DOI: 10.1038/s41598-023-37512-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 06/22/2023] [Indexed: 07/07/2023] Open
Abstract
Predicting clinical deterioration in COVID-19 patients remains a challenging task in the Emergency Department (ED). To address this aim, we developed an artificial neural network using textual (e.g. patient history) and tabular (e.g. laboratory values) data from ED electronic medical reports. The predicted outcomes were 30-day mortality and ICU admission. We included consecutive patients from Humanitas Research Hospital and San Raffaele Hospital in the Milan area between February 20 and May 5, 2020. We included 1296 COVID-19 patients. Textual predictors consisted of patient history, physical exam, and radiological reports. Tabular predictors included age, creatinine, C-reactive protein, hemoglobin, and platelet count. TensorFlow tabular-textual model performance indices were compared to those of models implementing only tabular data. For 30-day mortality, the combined model yielded slightly better performances than the tabular fastai and XGBoost models, with AUC 0.87 ± 0.02, F1 score 0.62 ± 0.10 and an MCC 0.52 ± 0.04 (p < 0.32). As for ICU admission, the combined model MCC was superior (p < 0.024) to the tabular models. Our results suggest that a combined textual and tabular model can effectively predict COVID-19 prognosis which may assist ED physicians in their decision-making process.
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Affiliation(s)
- Franca Dipaola
- Internal Medicine, Humanitas Clinical and Research Center, IRCCS, Humanitas Research Hospital, Humanitas University, Via A. Manzoni, 56, 20089, Rozzano, Milan, Italy
| | | | - Alessandro Giaj Levra
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, Italy
- IRCCS Humanitas Research Hospital, Via A. Manzoni, 56, 20089, Rozzano, Milan, Italy
| | - Roberto Menè
- Department of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
- Heart Rhythm Department, Clinique Pasteur, Toulouse, France
| | - Dana Shiffer
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, Italy
| | - Roberto Faccincani
- Emergency Department, Humanitas Mater Domini, Castellanza, Varese, Italy
| | - Zainab Raouf
- IRCCS-Ospedale San Raffaele, Università Vita-Salute San Raffaele, Milan, Italy
| | - Antonio Secchi
- IRCCS-Ospedale San Raffaele, Università Vita-Salute San Raffaele, Milan, Italy
| | | | - Antonio Voza
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, Italy
- Emergency Department, IRCCS - Humanitas Clinical and Research Center, Via Manzoni 56, Rozzano, Italy
| | - Salvatore Badalamenti
- Internal Medicine, Humanitas Clinical and Research Center, IRCCS, Humanitas Research Hospital, Humanitas University, Via A. Manzoni, 56, 20089, Rozzano, Milan, Italy
| | - Monica Solbiati
- Emergency Department, Fondazione IRCCS Ca' Granda, Ospedale Maggiore, Milan, Italy
| | - Giorgio Costantino
- Emergency Department, Fondazione IRCCS Ca' Granda, Ospedale Maggiore, Milan, Italy
| | - Victor Savevski
- AI Center, IRCCS - Humanitas Research Hospital, Via Manzoni 56, Rozzano, Italy
| | - Raffaello Furlan
- Internal Medicine, Humanitas Clinical and Research Center, IRCCS, Humanitas Research Hospital, Humanitas University, Via A. Manzoni, 56, 20089, Rozzano, Milan, Italy.
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, Italy.
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5
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Furlan L, Di Francesco P, Tobaldini E, Solbiati M, Colombo G, Casazza G, Costantino G, Montano N. The environmental cost of unwarranted variation in the use of magnetic resonance imaging and computed tomography scans. Eur J Intern Med 2023; 111:47-53. [PMID: 36759306 DOI: 10.1016/j.ejim.2023.01.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 01/17/2023] [Accepted: 01/19/2023] [Indexed: 02/09/2023]
Abstract
BACKGROUND Pollution is a major threat to global health, and there is growing interest on strategies to reduce emissions caused by health care systems. Unwarranted clinical variation, i.e. variation in the utilization of health services unexplained by differences in patient illness or preferences, may be an avoidable source of CO2 when related to overuse. Our objective was to evaluate the CO2 emissions attributable to unwarranted variation in the use of MRI and CT scans among countries of the G20-area. METHODS We selected seven countries of the G20-area with available data on the use of CT and MRI scans from the organization for Economic Co-operation and Development repository. Each nation's annual electric energy expenditure per 1000 inhabitants for such exams (T-Enex-1000) was calculated and compared with the median and lowest value. Based on such differences we estimated the national energy and corresponding tons of CO2 that could be potentially avoided each year. RESULTS With available data we found a significant variation in T-Enex-1000 (median value 1782 kWh, range 1200-3079 kWh) and estimated a significant amount of potentially avoidable emissions each year (range 2046-175120 tons of CO2). In practical terms such emissions would need, in the case of Germany, 71900 and 104210 acres of forest to be cleared from the atmosphere, which is 1.2 and 1.7 times the size of the largest German forest (Bavarian National Forest). CONCLUSION Among countries with a similar rate of development, unwarranted clinical variation in the use of MRI and CT scan causes significant emissions of CO2.
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Affiliation(s)
- Ludovico Furlan
- Department of Internal Medicine, General Medicine Unit, Foundation IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy; Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
| | - Pietro Di Francesco
- Department of Internal Medicine, General Medicine Unit, Foundation IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Eleonora Tobaldini
- Department of Internal Medicine, General Medicine Unit, Foundation IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy; Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
| | - Monica Solbiati
- Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy; Department of Anaesthesia and Intensive Care Unit, Emergency Department and Emergency Medicine Unit, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Giorgio Colombo
- Department of Anaesthesia and Intensive Care Unit, Emergency Department and Emergency Medicine Unit, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Giovanni Casazza
- Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
| | - Giorgio Costantino
- Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy; Department of Anaesthesia and Intensive Care Unit, Emergency Department and Emergency Medicine Unit, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Nicola Montano
- Department of Internal Medicine, General Medicine Unit, Foundation IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy; Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy.
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6
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Costantino G, Solbiati M, Casazza G. In Reply: letter to the editor on 'Multicentre external validation of the Canadian Syncope Risk Score to predict adverse events and comparison with clinical judgement'. Emerg Med J 2022; 39:489. [PMID: 35264452 DOI: 10.1136/emermed-2022-212370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/28/2022] [Indexed: 11/04/2022]
Affiliation(s)
- Giorgio Costantino
- UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy .,Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milano, Italy
| | - Monica Solbiati
- UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.,Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milano, Italy
| | - Giovanni Casazza
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milano, Italy
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Gesu E, Bellone P, Bonzi M, Bertani GA, Brignolo Ottolini B, Bosco P, Conte G, Ferrari M, Fiorelli EM, Kurihara H, Solbiati M, Solimeno LP, Costantino G. Correction to: Management of patients with cervical spine trauma in the emergency department: a systematic critical appraisal of guidelines with a view to developing standardized strategies for clinical practice. Intern Emerg Med 2022; 17:627. [PMID: 34928465 PMCID: PMC9172771 DOI: 10.1007/s11739-021-02897-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Elisa Gesu
- Università degli Studi di Milano, Milan, Italy.
- Emergency Department and Emergency Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
| | - Pietro Bellone
- Università degli Studi di Milano, Milan, Italy
- Emergency Department and Emergency Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Mattia Bonzi
- Emergency Department and Emergency Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Giulio Andrea Bertani
- Neurosurgery, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Barbara Brignolo Ottolini
- Emergency Department and Emergency Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Paola Bosco
- Health Professions Direction, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Giorgio Conte
- Neuroradiology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Matteo Ferrari
- Medical Direction, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Elisa Maria Fiorelli
- Internal Medicine Allergology and Immunology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Hayato Kurihara
- Emergency Surgery and Trauma Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Monica Solbiati
- Università degli Studi di Milano, Milan, Italy
- Emergency Department and Emergency Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Luigi Piero Solimeno
- Orthopedics and Traumatology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Giorgio Costantino
- Università degli Studi di Milano, Milan, Italy
- Emergency Department and Emergency Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
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8
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Salvato M, Solbiati M, Bosco P, Casazza G, Binda F, Iotti M, Calegari J, Laquintana D, Costantino G. Prospective comparison of AMB, GAP AND START scores and triage nurse clinical judgement for predicting admission from an ED: a single-centre prospective study. Emerg Med J 2021; 39:897-902. [PMID: 34969662 DOI: 10.1136/emermed-2020-210814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 12/14/2021] [Indexed: 11/03/2022]
Abstract
BACKGROUND It is postulated that early determination of the need for admission can improve flow through EDs. There are several scoring systems which have been developed for predicting patient admission at triage, although they have not been directly compared. In addition, it is not known if these scoring systems perform better than clinical judgement. Therefore, the aim of this study was to validate existing tools in predicting hospital admission during triage and then compare them with the clinical judgement of triage nurses. METHODS To conduct this prospective, single-centre observational study, we enrolled consecutive adult patients who presented between 30 September 2019 and 25 October 2019 at the ED of a large teaching hospital in Milan, Italy. For each patient, triage nurses recorded all of the variables needed to perform Ambulatory (AMB), Glasgow Admission Prediction (GAP) and Sydney Triage to Admission Risk Tool (START) scoring. The probability of admission was estimated by the triage nurses using clinical judgement and expressed as a percentage from 0 to 100 with intervals of 5. Nurse estimates were dichotomised for analysis, with ≥50% likelihood being a prediction of admission. Receiver operating characteristic curves were generated for accuracy of the predictions. Area under the curve (AUC) with 95% CI for each of the scores and for the nursing judgements was also calculated. RESULTS A total of 1710 patients (844 men; median age, 54 years (IQR: 34-75)) and 35 nurses (15 men; median age, 37 years (IQR: 33-48)) were included in this study. Among these patients, 310 (18%) were admitted to hospital from the ED. AUC values for AMB, GAP and START scores were 0.77 (95% CI: 0.74 to 0.79), 0.72 (95% CI: 0.69 to 0.75) and 0.61 (95% CI: 0.58 to 0.64), respectively. The AUC for nurse clinical judgement was 0.86 (95% CI: 0.84 to 0.89). CONCLUSION AMB, GAP and START scores provided moderate accuracy in predicting patient admission. However, all of the scores were significantly worse than the clinical judgement of the triage nurses.
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Affiliation(s)
- Mauro Salvato
- UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Monica Solbiati
- UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.,Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
| | - Paola Bosco
- UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.,UOC Direzione delle Professioni Sanitarie, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Giovanni Casazza
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
| | - Filippo Binda
- UOC Direzione delle Professioni Sanitarie, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Marco Iotti
- UO Comparto Operatorio, Columbus Clinic Center, Milan, Italy
| | - Jessica Calegari
- UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Dario Laquintana
- UOC Direzione delle Professioni Sanitarie, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Giorgio Costantino
- UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.,Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
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9
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Solbiati M, Russo L, Beverina A, Groff P, Strada A, Furlan L, Montano N, Costantino G, Casazza G. Examination of the relationship between emergency department presentations and population mortality: a multicenter analysis of emergency department presentations during the COVID-19 pandemic. Eur J Intern Med 2021; 94:34-38. [PMID: 34511339 PMCID: PMC8364807 DOI: 10.1016/j.ejim.2021.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 07/16/2021] [Accepted: 08/09/2021] [Indexed: 12/03/2022]
Abstract
BACKGROUND In the spring of 2020, Italy experienced a significant reduction in the number of emergency department (ED) presentations during the first wave of the COVID-19 pandemic. If ED access has an impact on patients' prognosis, such a reduction in ED presentations would be expected to correlate with a parallel increase in the mortality rate of the corresponding population. The aim of the present study was to evaluate the impact of reduced ED presentations on the all-cause mortality of the general population. METHODS Absolute and relative variation in ED accesses from March 1 to April 30 of both 2019 and 2020 in three hub hospitals in areas with different COVID-19 prevalence and age-standardized mortality data from January 1 to June 30 in 2019 and 2020 of the same areas were evaluated. RESULTS During March and April 2020, ED consults were decreased of approximately 50% in all three hospitals, as compared with the same months in 2019. There was a marked increase in cumulative mortality in Milan (high SARS-CoV2 infection spread zone) compared with the same period in 2019. In the other two municipalities (Ferrara and Perugia), which had intermediate and low levels of infection spread, the mortality in 2020 was not substantially changed from that of 2019. CONCLUSIONS Taking into account the increase in mortality due to SARS-CoV-2, reductions in ED access did not seem to affect death rates. If this finding will be confirmed, ED organization and access would need to be reconsidered.
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Affiliation(s)
- Monica Solbiati
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; Università degli Studi di Milano, Milan, Italy
| | - Lorenzo Russo
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | | | - Paolo Groff
- Pronto Soccorso e Osservazione Breve, Azienda Ospedaliera di Perugia, Perugia, Italy
| | - Andrea Strada
- Medicina d'Emergenza Urgenza, Azienda Ospedaliero Universitaria S. Anna, Ferrara, Italy
| | - Ludovico Furlan
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Nicola Montano
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; Università degli Studi di Milano, Milan, Italy
| | - Giorgio Costantino
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; Università degli Studi di Milano, Milan, Italy.
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10
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Gesu E, Bellone P, Bonzi M, Bertani GA, Brignolo Ottolini B, Bosco P, Conte G, Ferrari M, Fiorelli EM, Kurihara H, Solbiati M, Solimeno LP, Costantino G. Management of patients with cervical spine trauma in the emergency department: a systematic critical appraisal of guidelines with a view to developing standardized strategies for clinical practice. Intern Emerg Med 2021; 16:2277-2296. [PMID: 34609677 PMCID: PMC8563599 DOI: 10.1007/s11739-021-02838-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 08/29/2021] [Indexed: 10/31/2022]
Abstract
Several guidelines on the evaluation of patients with suspected cervical spine trauma in the Emergency Department (ED) exist. High heterogeneity between different guidelines has been reported. Aim of this study was to find areas of agreement and disagreement between guidelines, to identify topics in which further research is needed and to provide an evidence-based cervical spine trauma algorithm for ED physicians. The three most relevant guidelines published on cervical spine trauma in the last 10 years were selected screening websites of the main scientific societies and through the comparison of a normalized Google Scholar and SCOPUS citation index. We compared the selected guidelines through seven a-priori defined questions. In case of disagreement between the guidelines or if the quality of evidence appeared low, evidence from published systematic reviews on the topic was added to build an evidence-based algorithm for approach to spinal trauma in the ED. The three selected guidelines were: NICE 2016, Eastern Association for the Surgery of Trauma 2009 and American Association of Neurological Surgeons and Congress of Neurological Surgeons 2013. We found complete agreement on one question, partial agreement for one questions, no agreement for two questions, while agreement was not assessable for 3 questions. The agreement between different guidelines and the evidence on which recommendations are based is low. An attempt to build an evidence-based algorithm has been made. More studies are needed on many topics.
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Affiliation(s)
- Elisa Gesu
- Università degli Studi di Milano, Milan, Italy.
- Emergency Department and Emergency Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
| | - Pietro Bellone
- Università degli Studi di Milano, Milan, Italy
- Emergency Department and Emergency Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Mattia Bonzi
- Emergency Department and Emergency Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Giulio Andrea Bertani
- Neurosurgery, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Barbara Brignolo Ottolini
- Emergency Department and Emergency Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Paola Bosco
- Health Professions Direction, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Giorgio Conte
- Neuroradiology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Matteo Ferrari
- Medical Direction, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Elisa Maria Fiorelli
- Internal Medicine Allergology and Immunology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Hayato Kurihara
- Emergency Surgery and Trauma Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Monica Solbiati
- Università degli Studi di Milano, Milan, Italy
- Emergency Department and Emergency Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Luigi Piero Solimeno
- Orthopedics and Traumatology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Giorgio Costantino
- Università degli Studi di Milano, Milan, Italy
- Emergency Department and Emergency Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
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11
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Nazerian P, Sacco RM, Solbiati M, Targetti E, Marta C, Blasi F, Casazza G, Colao MG, Tomassetti S, Grifoni S, Rossolini GM, Costantino G. Laryngotracheal aspiration test reduce the false negative rate in patients with suspected SARS-COV-2 pneumonia despite a negative nasopharyngeal swab. Eur J Intern Med 2021; 91:59-62. [PMID: 34210553 PMCID: PMC8221977 DOI: 10.1016/j.ejim.2021.06.019] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Revised: 06/05/2021] [Accepted: 06/16/2021] [Indexed: 01/19/2023]
Abstract
BACKGROUND In the emergency department (ED) definitive diagnosis of SARS-COV-2 pneumonia is challenging as nasopharyngeal swab (NPS) can give false negative results. Strategies to reduce false negative rate of NPS have limitations. Serial NPSs (24-48 h from one another) are time-consuming, sputum can not be collected in the majority of patients, and bronchoalveolar lavage (BAL), the most sensitive test, requires specific expertise. Laryngotracheal aspiration (LTA) is easy to perform and showed a similar accuracy to BAL for diagnosis of other pulmonary diseases, however it was not studied to diagnose SARS-COV-2 pneumonia. OBJECTIVE An observational cross-sectional study was performed to evaluate the negative predictive value of LTA in patients with suspected SARS-COV-2 pneumonia despite a negative NPS. METHODS In the EDs of two university hospitals, consecutive patients with suspected SARS-COV-2 pneumonia despite a negative NPS underwent LTA performed with a nasotracheal tube connected to a vacuum system. Final diagnosis based on all respiratory specimen tests (NPS, LTA and BAL) and hospital data was established by two reviewers and in case of discordance by a third reviewer. RESULTS 117 patients were enrolled. LTA was feasible in all patients and no patients experienced adverse events. Fifteen (12.7%) patients were diagnosed with community-acquired SARS-COV-2 pneumonia: 13 LTA positive and only 2 (1.7%) LTA negative. The negative predictive value of NPS and LTA was 87.3% (79.9% - 92.7%) and 98.1% (93.3%99.8%) respectively. CONCLUSIONS LTA resulted feasible, safe and reduced false negative rate in patients with suspected SARS-COV-2 pneumonia despite a negative NPS.
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Affiliation(s)
- Peiman Nazerian
- Department of Emergency Medicine, Careggi University Hospital, Largo Brambilla, 3 Firenze, Italy.
| | - Roberto M Sacco
- Department of Emergency Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Università degli Studi di Milano, Milano, Italy
| | - Monica Solbiati
- Department of Emergency Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Università degli Studi di Milano, Milano, Italy
| | - Elena Targetti
- Department of Emergency Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Università degli Studi di Milano, Milano, Italy
| | - Chiara Marta
- Department of Emergency Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Università degli Studi di Milano, Milano, Italy
| | - Francesco Blasi
- Department of Internal Medicine Respiratory Unit and Adult Cystic Fibrosis Center Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy; Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Italy
| | - Giovanni Casazza
- Dipartimento di Scienze Biomediche e Cliniche "L. Sacco", Università degli Studi di Milano, Milan, Italy
| | - Maria Grazia Colao
- Clinical Microbiology and Virology, Department Experimental and Clinical Medicine, Careggi University Hospital, Firenze, Italy
| | - Sara Tomassetti
- Department of Clinical and Experimental Medicine, Interventional Pneumology Unit, Careggi University Hospital, Firenze, Italy
| | - Stefano Grifoni
- Department of Emergency Medicine, Careggi University Hospital, Largo Brambilla, 3 Firenze, Italy
| | - Gian Maria Rossolini
- Clinical Microbiology and Virology, Department Experimental and Clinical Medicine, Careggi University Hospital, Firenze, Italy
| | - Giorgio Costantino
- Department of Emergency Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Università degli Studi di Milano, Milano, Italy
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12
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Norsa L, Bonaffini PA, Caldato M, Bonifacio C, Sonzogni A, Indriolo A, Valle C, Furfaro F, Bonanomi A, Franco PN, Gori M, Smania V, Scaramella L, Forzenigo L, Vecchi M, Solbiati M, Costantino G, Danese S, D'Antiga L, Sironi S, Elli L. Intestinal ischemic manifestations of SARS-CoV-2: Results from the ABDOCOVID multicentre study. World J Gastroenterol 2021; 27:5448-5459. [PMID: 34539144 PMCID: PMC8409161 DOI: 10.3748/wjg.v27.i32.5448] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 05/11/2021] [Accepted: 07/23/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Intestinal ischemia has been described in case reports of patients with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) disease (coronavirus disease 19, COVID-19).
AIM To define the clinical and histological, characteristics, as well as the outcome of ischemic gastrointestinal manifestations of SARS-CoV-2 infection.
METHODS A structured retrospective collection was promoted among three tertiary referral centres during the first wave of the pandemic in northern Italy. Clinical, radiological, endoscopic and histological data of patients hospitalized for COVID-19 between March 1st and May 30th were reviewed. The diagnosis was established by consecutive analysis of all abdominal computed tomography (CT) scans performed.
RESULTS Among 2929 patients, 21 (0.7%) showed gastrointestinal ischemic manifestations either as presenting symptom or during hospitalization. Abdominal CT showed bowel distention in 6 patients while signs of colitis/enteritis in 12. Three patients presented thrombosis of main abdominal veins. Endoscopy, when feasible, confirmed the diagnosis (6 patients). Surgical resection was necessary in 4/21 patients. Histological tissue examination showed distinctive features of endothelial inflammation in the small bowel and colon. Median hospital stay was 9 d with a mortality rate of 39%.
CONCLUSION Gastrointestinal ischemia represents a rare manifestation of COVID-19. A high index of suspicion should lead to investigate this complication by CT scan, in the attempt to reduce its high mortality rate. Histology shows atypical feature of ischemia with important endotheliitis, probably linked to thrombotic microangiopathies.
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Affiliation(s)
- Lorenzo Norsa
- Department of Pediatric Gastroenterology Hepatology and Transplantation, ASST Papa Giovanni XXIII, Bergamo 24127, Italy
| | - Pietro Andrea Bonaffini
- Department of Radiology Papa Giovanni XXIII Bergamo, University of Milano-Bicocca, Milan 20126, Italy
| | - Maja Caldato
- Fondazione IRCCS Ca’ Granda, Department of Emergency Medicine, Ospedale Maggiore Policlinico, Milano 20122, Italy
| | - Cristiana Bonifacio
- Department of Radiology, Humanitas Clinical and Research Center, IRCCS, Rozzano 20089, Italy
| | - Aurelio Sonzogni
- Department of Pathology, ASST Papa Giovanni XXIII, Bergamo 24127, Italy
| | - Amedeo Indriolo
- Department of Gastroenterology and Endoscopy, ASST Papa Giovanni XXIII, Bergamo 24127, Italy
| | - Clarissa Valle
- Department of Radiology Papa Giovanni XXIII Bergamo, University of Milano-Bicocca, Milan 20126, Italy
| | - Federica Furfaro
- IBD Center, Humanitas Clinical and Research Center IRCCS, Humanitas University, Rozzano 20089, Italy
| | - Alice Bonanomi
- Post-Graduate School of Diagnostic Radiology, University of Milano-Bicocca, Milano 20126, Italy
| | - Paolo Niccolò Franco
- Post-Graduate School of Diagnostic Radiology, University of Milano-Bicocca, Milano 20126, Italy
| | - Mauro Gori
- Cardiovascular Department, ASST Papa Giovanni XXIII, Bergamo 24127, Italy
| | - Veronica Smania
- Department of Gastroenterology and Endoscopy, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano 20122, Italy
- Department of Pathophysiology and Transplantation, University of Milan, Milano 20122, Italy
| | - Lucia Scaramella
- Department of Gastroenterology and Endoscopy, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano 20122, Italy
- Department of Pathophysiology and Transplantation, University of Milan, Milano 20122, Italy
| | - Laura Forzenigo
- Department of Radiology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano 20122, Italy
| | - Maurizio Vecchi
- Department of Gastroenterology and Endoscopy, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano 20122, Italy
- Department of Pathophysiology and Transplantation, University of Milan, Milano 20122, Italy
| | - Monica Solbiati
- Fondazione IRCCS Ca’ Granda, Department of Emergency Medicine, Ospedale Maggiore Policlinico, Department of Clinical Sciences and Community Health, University of Milan, Milano 20122, Italy
| | - Giorgio Costantino
- Fondazione IRCCS Ca’ Granda, Department of Emergency Medicine, Ospedale Maggiore Policlinico, Department of Clinical Sciences and Community Health, University of Milan, Milano 20122, Italy
| | - Silvio Danese
- IBD Center, Humanitas Clinical and Research Center IRCCS, Humanitas University, Rozzano 20089, Italy
| | - Lorenzo D'Antiga
- Department of Pediatric Gastroenterology Hepatology and Transplantation, ASST Papa Giovanni XXIII, Bergamo 24127, Italy
| | - Sandro Sironi
- Department of Radiology Papa Giovanni XXIII Bergamo, University of Milano-Bicocca, Milan 20126, Italy
- Post-Graduate School of Diagnostic Radiology, University of Milano-Bicocca, Milano 20126, Italy
| | - Luca Elli
- Department of Gastroenterology and Endoscopy, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano 20122, Italy
- Department of Pathophysiology and Transplantation, University of Milan, Milano 20122, Italy
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13
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Jachetti A, Colombo G, Brignolo-Ottolini B, Franchi J, Solbiati M, Pecorino Meli M, Bosco P, Costantino G. Emergency department reorganisation to cope with COVID-19 outbreak in Milan university hospital: a time-sensitive challenge. BMC Emerg Med 2021; 21:74. [PMID: 34182927 PMCID: PMC8237540 DOI: 10.1186/s12873-021-00464-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 06/09/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND In March 2020 we faced a huge spread of the epidemic of SARS-CoV2 in northern Italy; the Emergency Departments (ED) and the Emergency Medical Services (EMS) were overwhelmed by patients requiring care. The hospitals were forced to reorganize their services, and the ED was the focal point of this challenge. As Emergency Department in a metropolitan area of the region most affected, we saw an increasing number of patients with COVID-19, and we made some structural and staff implementations according to the evolution of the epidemic. METHODS We analysed in a narrative way the weaknesses and the point of strength of our response to COVID-19 first outbreak, focusing point by point on main challenges and minor details involved in our ED response to the pandemics. RESULTS The main stems for our response to the pandemic were: use of clear and shared contingency plans, as long as preparedness to implement them; stockage of as much as useful material can be stocked; training of the personnel to be prepared for a fast response, trying to maintain divided pathway for COVID-19 and non-COVID-19 patients, well-done isolation is a key factor; preparedness to de-escalate as soon as needed. CONCLUSIONS We evaluated our experience and analysed the weakness and strength of our first response to share it with the rest of the scientific community and colleagues worldwide, hoping to facilitate others who will face the same challenge or similar challenges in the future. Shared experience is the best way to learn and to avoid making the same mistakes.
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Affiliation(s)
- A Jachetti
- UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
| | - G Colombo
- UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - B Brignolo-Ottolini
- UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - J Franchi
- UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - M Solbiati
- UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.,Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
| | - M Pecorino Meli
- UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - P Bosco
- UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - G Costantino
- UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.,Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
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14
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Solbiati M, Quinn JV, Dipaola F, Duca P, Furlan R, Montano N, Reed MJ, Sheldon RS, Sun BC, Ungar A, Casazza G, Costantino G. Correction: Personalized risk stratification through attribute matching for clinical decision making in clinical conditions with aspecific symptoms: The example of syncope. PLoS One 2021; 16:e0252967. [PMID: 34081756 PMCID: PMC8174697 DOI: 10.1371/journal.pone.0252967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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15
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Solbiati M, Talerico G, Villa P, Dipaola F, Furlan R, Furlan L, Fiorelli EM, Rabajoli F, Casagranda I, Cazzola K, Ramuscello S, Vicenzi A, Casazza G, Costantino G. Multicentre external validation of the Canadian Syncope Risk Score to predict adverse events and comparison with clinical judgement. Emerg Med J 2021; 38:701-706. [PMID: 34039646 DOI: 10.1136/emermed-2020-210579] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Accepted: 05/17/2021] [Indexed: 11/04/2022]
Abstract
BACKGROUND The Canadian Syncope Risk Score (CSRS) has been proposed for syncope risk stratification in the emergency department (ED). The aim of this study is to perform an external multicenter validation of the CSRS and to compare it with clinical judgement. METHODS Using patients previously included in the SyMoNE database, we enrolled subjects older than 18 years who presented reporting syncope at the ED. For each patient, we estimated the CSRS and recorded the physician judgement on the patients' risk of adverse events. We performed a 30-day follow-up. RESULTS From 1 September 2015 to 28 February 2017, we enrolled 345 patients; the median age was 71 years (IQR 51-81), 174 (50%) were men and 29% were hospitalised. Serious adverse events occurred in 43 (12%) of the patients within 30 days. The area under the curve of the CSRS and clinical judgement was 0.75 (95% CI 0.68 to 0.81) and 0.68 (95% CI 0.61 to 0.74), respectively. The risk of adverse events of patients at low risk according to the CSRS and clinical judgement was 6.7% and 2%, with a sensitivity of 70% (95% CI 54% to 83%) and 95% (95% CI 84% to 99%), respectively. CONCLUSION This study represents the first validation analysis of CSRS outside Canada. The overall predictive accuracy of the CSRS is similar to the clinical judgement. However, patients at low risk according to clinical judgement had a lower incidence of adverse events as compared with patients at low risk according to the CSRS. Further studies showing that the adoption of the CSRS improve patients' outcomes is warranted before its widespread implementation.
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Affiliation(s)
- Monica Solbiati
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy.,Dipartimento di Scienze Cliniche e di Comunita, Universita degli Studi di Milano, Milano, Italy
| | | | - Paolo Villa
- UOC Medicina d'Urgenza e Pronto Soccorso, Ospedale Luigi Sacco, Milano, Italy
| | - Franca Dipaola
- Department of Biomedical Sciences, Humanitas University IRCCS- Humanitas Research Hospital, 20089 Rozzano, Italy
| | - Raffaello Furlan
- Department of Biomedical Sciences, Humanitas University IRCCS- Humanitas Research Hospital, 20089 Rozzano, Italy
| | - Ludovico Furlan
- UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy
| | | | | | | | | | | | - Andrea Vicenzi
- UOC Medicina d'Urgenza e Pronto Soccorso, Ospedale Luigi Sacco, Milano, Italy
| | | | - Giorgio Costantino
- Dipartimento di Scienze Cliniche e di Comunita, Universita degli Studi di Milano, Milano, Italy .,UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy
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16
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Castoldi L, Solbiati M, Costantino G, Casiraghi E. Variations in volume of emergency surgeries and emergency department access at a third level hospital in Milan, Lombardy, during the COVID-19 outbreak. BMC Emerg Med 2021; 21:59. [PMID: 33971826 PMCID: PMC8107771 DOI: 10.1186/s12873-021-00445-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Accepted: 04/08/2021] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND During the recent outbreak of COVID-19 (coronavirus disease 2019), Lombardy was the most affected region in Italy, with 87,000 patients and 15,876 deaths up to May 26, 2020. Since February 22, 2020, well before the Government declared a state of emergency, there was a huge reduction in the number of emergency surgeries performed at hospitals in Lombardy. A general decrease in attendance at emergency departments (EDs) was also observed. The aim of our study is to report the experience of the ED of a third-level hospital in downtown Milan, Lombardy, and provide possible explanations for the observed phenomena. METHODS This retrospective, observational study assessed the volume of emergency surgeries and attendance at an ED during the course of the pandemic, i.e. immediately before, during and after a progressive community lockdown in response to the COVID-19 pandemic. These data were compared with data from the same time periods in 2019. The results are presented as means, standard error (SE), and 95% studentized confidence intervals (CI). The Wilcoxon rank signed test at a 0.05 significance level was used to assess differences in per-day ED access distributions. RESULTS Compared to 2019, a significant overall drop in emergency surgeries (60%, p < 0.002) and in ED admittance (66%, p ≅ 0) was observed in 2020. In particular, there were significant decreases in medical (40%), surgical (74%), specialist (ophthalmology, otolaryngology, traumatology, and urology) (92%), and psychiatric (60%) cases. ED admittance due to domestic violence (59%) and individuals who left the ED without being seen (76%) also decreased. Conversely, the number of deaths increased by 196%. CONCLUSIONS During the COVID-19 outbreak the volume of urgent surgeries and patients accessing our ED dropped. Currently, it is not known if mortality of people who did not seek care increased during the pandemic. Further studies are needed to understand if such reductions during the COVID-19 pandemic will result in a rebound of patients left untreated or in unwanted consequences for population health.
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Affiliation(s)
- Laura Castoldi
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOSD Chirurgia d'Urgenza,, Milano, Italy.
| | - Monica Solbiati
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC Pronto Soccorso e Medicina d'Urgenza, Milan, Italy
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
| | - Giorgio Costantino
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC Pronto Soccorso e Medicina d'Urgenza, Milan, Italy
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
| | - Elena Casiraghi
- Anacleto Lab, Computer Science Department, Università degli Studi di Milano, Milan, Italy
- MIPS Lab, Computer Science Department, Università degli Studi di Milano, Milan, Italy
- CINI-AIIS, Italian National Laboratory in Artificial Intelligence and Intelligent Systems, University of Modena and Reggio Emilia, Modena, Italy
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Costantino G, Solbiati M, Elli S, Paganuzzi M, Massabò D, Montano N, Mancarella M, Cortellaro F, Cataudella E, Bellone A, Capsoni N, Bertolini G, Nattino G, Casazza G. Utility of hospitalization for elderly individuals affected by COVID-19. PLoS One 2021; 16:e0250730. [PMID: 33901228 PMCID: PMC8075227 DOI: 10.1371/journal.pone.0250730] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 03/31/2021] [Indexed: 12/29/2022] Open
Abstract
Background During the COVID-19 pandemic, the number of individuals needing hospital admission has sometimes exceeded the availability of hospital beds. Since hospitalization can have detrimental effects on older individuals, preference has been given to younger patients. The aim of this study was to assess the utility of hospitalization for elderly affected by COVID-19. We hypothesized that their mortality decreases when there is greater access to hospitals. Methods This study examined 1902 COVID-19 patients consecutively admitted to three large hospitals in Milan, Italy. Overall mortality data for Milan from the same period was retrieved. Based on emergency department (ED) data, both peak and off-peak phases were identified. The percentage of elderly patients admitted to EDs during these two phases were compared by calculating the standardized mortality ratio (SMR) of the individuals younger than, versus older than, 80 years. Results The median age of the patients hospitalized during the peak phase was lower than the median age during the off-peak phase (64 vs. 75 years, respectively; p <0.001). However, while the SMR for the younger patients was lower during the off-peak phase (1.98, 95% CI: 1.72–2.29 versus 1.40, 95% CI: 1.25–1.58, respectively), the SMR was similar between both phases for the elderly patients (2.28, 95% CI: 2.07–2.52 versus 2.48, 95% CI: 2.32–2.65, respectively). Conclusions Greater access to hospitals during an off-peak phase did not affect the mortality rate of COVID-19-positive elderly patients in Milan. This finding, if confirmed in other settings, should influence future decisions regarding resource management of health care organizations.
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Affiliation(s)
- Giorgio Costantino
- Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
| | - Monica Solbiati
- Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
- * E-mail:
| | - Silvia Elli
- Università degli Studi di Milano, Milan, Italy
| | | | | | - Nicola Montano
- Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
| | - Marta Mancarella
- Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Francesca Cortellaro
- ASST Santi Paolo e Carlo, Pronto Soccorso e Degenza Breve San Carlo, Milan, Italy
| | - Emanuela Cataudella
- ASST Santi Paolo e Carlo, Pronto Soccorso e Degenza Breve San Carlo, Milan, Italy
| | - Andrea Bellone
- ASST Grande Ospedale Metropolitano Niguarda, Medicina d’Urgenza e Pronto Soccorso, Milan, Italy
| | - Nicolò Capsoni
- ASST Grande Ospedale Metropolitano Niguarda, Medicina d’Urgenza e Pronto Soccorso, Milan, Italy
| | - Guido Bertolini
- Laboratorio di Epidemiologia Clinica, Dipartimento di Salute Pubblica, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Bergamo, Italy
| | - Giovanni Nattino
- Laboratorio di Epidemiologia Clinica, Dipartimento di Salute Pubblica, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Bergamo, Italy
| | - Giovanni Casazza
- Dipartimento di Scienze Biomediche e Cliniche “L. Sacco”, Università degli Studi di Milano, Milan, Italy
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Sheldon RS, Lei LY, Solbiati M, Chew DS, Raj SR, Costantino G, Morillo C, Sandhu RK. Electrophysiology studies for predicting atrioventricular block in patients with syncope: A systematic review and meta-analysis. Heart Rhythm 2021; 18:1310-1317. [PMID: 33887450 DOI: 10.1016/j.hrthm.2021.04.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 04/07/2021] [Accepted: 04/11/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Syncope may be caused by intermittent complete heart block in patients with bundle branch block. Electrophysiology studies (EPS) testing for infra-Hisian heart block are recommended by the European Society of Cardiology syncope guidelines on the basis of decades-old estimates of their negative predictive values (NPVs) for complete heart block. OBJECTIVE The aim of this study was to determine the NPV of EPS for complete heart block in patients with syncope and bundle branch block. METHODS We searched MEDLINE, EMBASE, Cochrane Central Register of Controlled Trials, and CINAHL without language restriction from database inception to October 2019 for Medical Subject Headings terms and keywords related to "syncope," "heart block," and "programmed electrical stimulation." A random effects meta-analysis was conducted with a primary outcome of the proportion of patients with a negative EPS who later presented with complete heart block, diagnosed with surface electrocardiographic (ECG) recordings vs continuous implantable cardiac monitor (ICM). RESULTS Ten reports contained 12 cohorts with 639 patients who met the inclusion criteria. The mean age was 69 ± 7 years; 35% ± 10% were women; and 85% of patients had bifascicular block. Seven cohorts recorded clinical outcomes with external ECG recordings, and 5 cohorts featured ICMs. The mean prespecified His-to-ventricle interval criterion was ≥70 ms. In studies featuring surface ECG recordings, there were 7% (95% confidence interval 7%-17%) patients who developed complete heart block compared with 29% (95% confidence interval 24%-35%) in the studies featuring ICM (P = .0001). CONCLUSION The NPV of EPS in patients with syncope and bundle branch block is 0.71, sufficiently low to question its use.
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Affiliation(s)
- Robert S Sheldon
- Libin Cardiovascular Institute, University of Calgary, Calgary, Alberta, Canada.
| | - Lucy Y Lei
- Libin Cardiovascular Institute, University of Calgary, Calgary, Alberta, Canada
| | - Monica Solbiati
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico and Università degli Studi di Milano, Milan, Italy
| | - Derek S Chew
- Libin Cardiovascular Institute, University of Calgary, Calgary, Alberta, Canada
| | - Satish R Raj
- Libin Cardiovascular Institute, University of Calgary, Calgary, Alberta, Canada
| | - Giorgio Costantino
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico and Università degli Studi di Milano, Milan, Italy
| | - Carlos Morillo
- Libin Cardiovascular Institute, University of Calgary, Calgary, Alberta, Canada
| | - Roopinder K Sandhu
- University of Alberta, Edmonton, Alberta, Canada; Smidt Heart Institute, Cedars-Sinai Hospital, Los Angeles, California
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Dipaola F, Shiffer D, Gatti M, Menè R, Solbiati M, Furlan R. Machine Learning and Syncope Management in the ED: The Future Is Coming. ACTA ACUST UNITED AC 2021; 57:medicina57040351. [PMID: 33917508 PMCID: PMC8067452 DOI: 10.3390/medicina57040351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Revised: 03/30/2021] [Accepted: 04/02/2021] [Indexed: 11/16/2022]
Abstract
In recent years, machine learning (ML) has been promisingly applied in many fields of clinical medicine, both for diagnosis and prognosis prediction. Aims of this narrative review were to summarize the basic concepts of ML applied to clinical medicine and explore its main applications in the emergency department (ED) setting, with a particular focus on syncope management. Through an extensive literature search in PubMed and Embase, we found increasing evidence suggesting that the use of ML algorithms can improve ED triage, diagnosis, and risk stratification of many diseases. However, the lacks of external validation and reliable diagnostic standards currently limit their implementation in clinical practice. Syncope represents a challenging problem for the emergency physician both because its diagnosis is not supported by specific tests and the available prognostic tools proved to be inefficient. ML algorithms have the potential to overcome these limitations and, in the future, they could support the clinician in managing syncope patients more efficiently. However, at present only few studies have addressed this issue, albeit with encouraging results.
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Affiliation(s)
- Franca Dipaola
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy; (D.S.); (R.F.)
- Internal Medicine, Humanitas Clinical and Research Center—IRCCS, Rozzano, 20089 Milan, Italy
- Correspondence: ; Tel.: +39-0282247266
| | - Dana Shiffer
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy; (D.S.); (R.F.)
| | - Mauro Gatti
- IBM, Active Intelligence Center, 40121 Bologna, Italy;
| | - Roberto Menè
- Department of Medicine and Surgery, University of Milano-Bicocca, 20126 Milan, Italy;
| | - Monica Solbiati
- Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy;
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, 20122 Milan, Italy
| | - Raffaello Furlan
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy; (D.S.); (R.F.)
- Internal Medicine, Humanitas Clinical and Research Center—IRCCS, Rozzano, 20089 Milan, Italy
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20
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Erba L, Furlan L, Monti A, Marsala E, Cernuschi G, Solbiati M, Bracco C, Bandini G, Pecorino Meli M, Casazza G, Montano N, Sbrojavacca R, Costantino G. Short vs long-course antibiotic therapy in pyelonephritis: a comparison of systematic reviews and guidelines for the SIMI choosing wisely campaign. Intern Emerg Med 2021; 16:313-323. [PMID: 32566969 DOI: 10.1007/s11739-020-02401-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Accepted: 06/06/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND The Italian Society of Internal Medicine (SIMI) Choosing Wisely Campaign has recently proposed, among its five items, to reduce the prescription of long-term intravenous antibiotics if not indicated. The aim of our study was to assess the available evidences on optimal duration of antibiotic treatment in pyelonephritis through a systematic review of secondary studies. MATERIALS AND METHODS We searched for all guidelines on pyelonephritis and systematic reviews assessing the optimal duration of antibiotic therapy in this type of infection. We compared the recommendations of the three most cited and recent guidelines on the topic of interest. We extracted data of non-duplicated RCT from the selected systematic reviews and performed meta-analyses for clinical and microbiological failure. A trial sequential analysis (TSA) was also achieved to identify the need for further evidence. RESULTS We identified 4 systematic reviews, including data from 10 non-duplicated RCTs (1536 patients). The meta-analysis showed a higher rate of clinical cure for short-course antibiotic treatment (RR for clinical failure 0.70, 95% CI [0.53-0.94]). No significant difference in the rate of microbiological failure (RR 1.06, 95% CI [0.75-1.49]) was observed. In terms of clinical cure, the TSA suggests that current evidence is sufficient to consider short course at least as effective as long-course treatment. Selected guidelines recommend considering shorter courses, but do not cite most of the published RCTs. CONCLUSIONS Short-course antibiotic treatment is at least as effective as longer courses for both microbiological and clinical success in the treatment of acute uncomplicated pyelonephritis.
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Affiliation(s)
- Luca Erba
- Università Degli Studi Di Milano, Milan, Italy.
| | | | - Alice Monti
- Università Degli Studi Di Milano, Milan, Italy
| | | | - Giulia Cernuschi
- UOC Pronto Soccorso E Medicina D'Urgenza, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Monica Solbiati
- UOC Pronto Soccorso E Medicina D'Urgenza, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Christian Bracco
- Department of Internal Medicine, Santa Croce and Carle General Hospital, Cuneo, Italy
| | - Giulia Bandini
- Medicina Interna, Università Degli Studi Di Firenze, AOU Careggi, Firenze, Italy
| | - Monica Pecorino Meli
- Dipartimento Delle Professioni Sanitarie, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Giovanni Casazza
- Dipartimento Di Scienze Biomediche E Cliniche "L. Sacco", Università Degli Studi Di Milano, Milan, Italy
| | - Nicola Montano
- Dipartimento Di Medicina Interna, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
- Dipartimento Di Scienze Cliniche E Di Comunità, Università Degli Studi Di Milano, Milan, Italy
| | - Rodolfo Sbrojavacca
- Dipartimento Di Pronto Soccorso E Medicina D'Urgenza, Azienda Ospedaliera Universitaria Di Udine, Udine, Italy
| | - Giorgio Costantino
- UOC Pronto Soccorso E Medicina D'Urgenza, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
- Dipartimento Di Scienze Cliniche E Di Comunità, Università Degli Studi Di Milano, Milan, Italy
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21
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Quinn J, Chung S, Murchland A, Casazza G, Costantino G, Solbiati M, Furlan R. Association Between US Physician Malpractice Claims Rates and Hospital Admission Rates Among Patients With Lower-Risk Syncope. JAMA Netw Open 2020; 3:e2025860. [PMID: 33320263 PMCID: PMC7739124 DOI: 10.1001/jamanetworkopen.2020.25860] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
IMPORTANCE The US Government Accountability Office has changed its estimate of the annual costs of defensive medicine, largely because it has been difficult to objectively measure its impact. Evaluating the association of malpractice claims rates with hospital admission rates and the costs of admitting patients with low-risk conditions would help to document the impact of defensive medicine. Although syncope is a concerning symptom, most patients with syncope have a low risk of adverse outcomes. However, many low-risk patients are still admitted to the hospital, with associated costs of more than $2.5 billion per year in the US. OBJECTIVE To assess whether hospital admission rates after emergency department visits among patients with lower-risk syncope are associated with state-level variations in malpractice claims rates. DESIGN, SETTING, AND PARTICIPANTS This cross-sectional study of emergency department visits among patients with lower-risk syncope used deidentified data from the Clinformatics Data Mart database (Optum). Lower-risk syncope visits were defined as those with a primary diagnosis of syncope and collapse based on International Classification of Diseases, Ninth Revision, Clinical Modification code 780.2 or International Classification of Diseases, Tenth Revision, Clinical Modification code R55 that did not include another major diagnostic code for a condition requiring hospital admission (such as heart disease, cancer, or medical shock) or an inpatient hospital stay of more than 3 days. These data were linked to publicly available data from the National Practitioner Data Bank pertaining to physician malpractice claims between January 1, 2008, and December 31, 2017. The 2 data sets were linked at the state-year level. Data were analyzed from October 2, 2019, to September 12, 2020. MAIN OUTCOMES AND MEASURES The association between the rate of hospital admission after emergency department visits among patients with lower-risk syncope and the rate of physician malpractice claims was assessed at the state-year level using a state-level fixed-effects model. Standardized costs obtained from the Clinformatics Data Mart database were adjusted for inflation and expressed in 2017 US dollars using the Consumer Price Index. RESULTS Among 40 482 813 emergency department visits between 2008 and 2017, 519 724 visits (1.3%) were associated with syncope. Of those, 234 750 visits (45.2%) met the criteria for lower-risk syncope. The mean (SD) age of patients in the lower-risk cohort was 71.8 (13.5) years; 141 050 patients (60.1%) were female, and 44 115 patients (18.8%) were admitted to the hospital, representing an extra cost of $6542 per admission. The mean rate of physician malpractice claims varied from 0.27 claims per 100 000 people to 8.63 claims per 100 000 people across states and across years within states. A state-level fixed-effects regression model indicated that, for every 1 in 100 000-person increase in the physician malpractice claims rate, there was an absolute increase of 6.70% (95% CI, 4.65%-8.75%) or a relative increase of 35.6% in the hospital admission rate, which represented an additional $102 million in costs associated with this lower-risk cohort. CONCLUSIONS AND RELEVANCE In this study, increases in physician malpractice claims rates were associated with increases in hospital admission rates and substantial health care costs for patients with lower-risk syncope, and these increases are likely associated with the practice of defensive medicine.
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Affiliation(s)
- James Quinn
- Department of Emergency Medicine, Stanford University, Stanford, California
| | - Sukyung Chung
- Stanford University School of Medicine, Stanford, California
| | | | - Giovanni Casazza
- Dipartimento di Scienze Biomedichee Cliniche “L. Sacco,” Universita' degli Studi di Milano, Milano, Italy
| | - Giorgio Costantino
- Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milano, Italy
| | - Monica Solbiati
- Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milano, Italy
| | - Rafaello Furlan
- Department of Internal Medicine, Humanitas University, Rozzano, Italy
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22
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Fiorelli EM, Bozzano V, Bonzi M, Rossi SV, Colombo G, Radici G, Canini T, Kurihara H, Casazza G, Solbiati M, Costantino G. Incremental Risk of Intracranial Hemorrhage After Mild Traumatic Brain Injury in Patients on Antiplatelet Therapy: Systematic Review and Meta-Analysis. J Emerg Med 2020; 59:843-855. [PMID: 33008665 DOI: 10.1016/j.jemermed.2020.07.036] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2020] [Revised: 07/05/2020] [Accepted: 07/19/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND Mild traumatic brain injury (TBI) is a common event and antiplatelet therapy might represent a risk factor for bleeding. OBJECTIVE The aim of this study was to evaluate the risk of intracranial hemorrhage (ICH) after mild TBI in patients on antiplatelet therapy through a systematic review and meta-analysis. METHODS We conducted a systematic review and meta-analysis of prospective and retrospective observational studies on patients with mild TBI on antiplatelet therapy vs. those not on any antithrombotic therapy. The primary outcome was the risk of ICH in patients with mild TBI based on the first computed tomography scan. Secondary outcome was the risk of mortality and neurosurgery. RESULTS Nine studies and 14,545 patients were included. The incidence of ICH ranged from 3.6% to 29.4% in the antiplatelet group and from 1.6% to 21.1% in the control group. Patients on antiplatelet therapy had a higher risk of ICH after a mild TBI compared with patients that were not on antithrombotic therapy (risk ratio 1.51; 95% confidence interval 1.21-1.88). No difference was found in the composite outcome of mortality and neurosurgery. CONCLUSIONS Patients on antiplatelet therapy have an increased risk of ICH after mild TBI compared with patients not on antithrombotic therapy. However, the risk is just slightly increased, and the need to perform a computed tomography scan in patients on antiplatelet therapy after a mild TBI should be evaluated case by case, but always considered in patients with other risk factors.
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Affiliation(s)
- Elisa M Fiorelli
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC Medicina Generale-Immunologia e Allergologia, Milano, Italy
| | - Viviana Bozzano
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC Medicina Generale-Immunologia e Allergologia, Milano, Italy
| | - Mattia Bonzi
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC Pronto Soccorso e Medicina d'Urgenza, Milano, Italy
| | - Silvia V Rossi
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC Pronto Soccorso e Medicina d'Urgenza, Milano, Italy
| | - Giorgio Colombo
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC Medicina Generale-Immunologia e Allergologia, Milano, Italy
| | - Gaia Radici
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC Pronto Soccorso e Medicina d'Urgenza, Milano, Italy
| | - Tiberio Canini
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Dipartimento di Anestesia-Rianimazione e Emergenza Urgenza, UOSD Chirurgia d'Urgenza, Milano, Italy
| | - Hayato Kurihara
- IRCCS Humanitas Research Hospital, UOC Chirurgia Generale, Chirurgia d'Urgenza e del Trauma, Rozzano Milano, Italy
| | - Giovanni Casazza
- Dipartimento di Scienze Biomediche e Cliniche "L. Sacco," Università a degli Studi di Milano, Milano, Italy
| | - Monica Solbiati
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC Pronto Soccorso e Medicina d'Urgenza, Milano, Italy; Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milano, Italy
| | - Giorgio Costantino
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC Pronto Soccorso e Medicina d'Urgenza, Milano, Italy; Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milano, Italy
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23
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Kaul P, Tran DT, Sandhu RK, Solbiati M, Costantino G, Sheldon RS. Lack of benefit from hospitalization in patients with syncope: A propensity analysis. J Am Coll Emerg Physicians Open 2020; 1:716-722. [PMID: 33145511 PMCID: PMC7593467 DOI: 10.1002/emp2.12229] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Revised: 07/11/2020] [Accepted: 08/03/2020] [Indexed: 01/07/2023] Open
Abstract
STUDY OBJECTIVE Patients with syncope are frequently admitted to the hospital, but whether this improves outcome is unknown. We tested whether hospitalization reduced mortality in patients who presented to emergency departments (EDs) with syncope. METHODS We conducted a propensity analysis of the outcomes of patients ≥18 years old presenting to EDs with a primary diagnosis of syncope in April 2004-March 2013. The model used 1:1 nearest-neighbor matching to predicted admission using age, sex, urban residence, household income, and 14 significant comorbidities from 4 administrative databases of the province of Alberta. The primary outcome was death. RESULTS There were 57,417 ED patients with a primary diagnosis of syncope; 8864 were admitted, and 48,553 were discharged in <24 hours. Admitted patients were older (median 76 vs 49 years), male (53% vs 45%), rural (23% vs 18%), and had lower income (median $58,599 vs $61,422); all P < 0.001. All comorbidities were higher in admitted patients (mean Charlson scores, 1.9 vs 0.7; P < 0.001). The propensity-matched hospitalized patients had higher 30-day mortality (3.5% vs 1.0%) and 1-year mortality (14.1% vs 8.6%); both P < 0.001. Mortality in all propensity quintiles was higher in the hospitalized group (all P < 0.001). The most common causes of death in 2719 patients included chronic ischemic heart disease, 14%; lung cancer, 7.1%; acute myocardial infarction, 6.9%; stroke, 3.7%; chronic obstructive pulmonary disease, 3.6%; dementia, 2.6%; and heart failure, 2.5%. CONCLUSIONS Hospital admission did not reduce early or late mortality in patients who presented to the ED with syncope. Mortality is associated with comorbidities.
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Affiliation(s)
- Padma Kaul
- Department of MedicineUniversity of AlbertaEdmontonCanada
| | - Dat T. Tran
- Department of MedicineUniversity of AlbertaEdmontonCanada
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24
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Paganuzzi MM, Elli S, Massabò D, Brignolo B, Fanin A, Solbiati M, Costantino G. Utility of nasopharyngeal swabs in series before hospitalization during SARS-CoV-2 outbreak. J Hosp Infect 2020; 105:638-639. [PMID: 32603773 PMCID: PMC7320708 DOI: 10.1016/j.jhin.2020.06.032] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 06/22/2020] [Indexed: 11/28/2022]
Affiliation(s)
| | - S Elli
- Università degli Studi di Milano, Milan, Italy
| | - D Massabò
- Università degli Studi di Milano, Milan, Italy.
| | - B Brignolo
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Università degli Studi di Milano, Milan, Italy
| | - A Fanin
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Università degli Studi di Milano, Milan, Italy
| | - M Solbiati
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Università degli Studi di Milano, Milan, Italy
| | - G Costantino
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Università degli Studi di Milano, Milan, Italy
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25
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Solbiati M, Quinn JV, Dipaola F, Duca P, Furlan R, Montano N, Reed MJ, Sheldon RS, Sun BC, Ungar A, Casazza G, Costantino G. Personalized risk stratification through attribute matching for clinical decision making in clinical conditions with aspecific symptoms: The example of syncope. PLoS One 2020; 15:e0228725. [PMID: 32187195 PMCID: PMC7080223 DOI: 10.1371/journal.pone.0228725] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Accepted: 01/22/2020] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Risk stratification is challenging in conditions, such as chest pain, shortness of breath and syncope, which can be the manifestation of many possible underlying diseases. In these cases, decision tools are unlikely to accurately identify all the different adverse events related to the possible etiologies. Attribute matching is a prediction method that matches an individual patient to a group of previously observed patients with identical characteristics and known outcome. We used syncope as a paradigm of clinical conditions presenting with aspecific symptoms to test the attribute matching method for the prediction of the personalized risk of adverse events. METHODS We selected the 8 predictor variables common to the individual-patient dataset of 5 prospective emergency department studies enrolling 3388 syncope patients. We calculated all possible combinations and the number of patients in each combination. We compared the predictive accuracy of attribute matching and logistic regression. We then classified ten random patients according to clinical judgment and attribute matching. RESULTS Attribute matching provided 253 of the 384 possible combinations in the dataset. Twelve (4.7%), 35 (13.8%), 50 (19.8%) and 160 (63.2%) combinations had a match size ≥50, ≥30, ≥20 and <10 patients, respectively. The AUC for the attribute matching and the multivariate model were 0.59 and 0.74, respectively. CONCLUSIONS Attribute matching is a promising tool for personalized and flexible risk prediction. Large databases will need to be used in future studies to test and apply the method in different conditions.
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Affiliation(s)
- Monica Solbiati
- UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
| | - James V. Quinn
- Department of Emergency Medicine, Stanford University, Stanford, CA, United States of America
| | - Franca Dipaola
- Internal Medicine, Humanitas Research Hospital, Humanitas University, Rozzano, Italy
| | - Piergiorgio Duca
- Dipartimento di Scienze Biomediche e Cliniche "L. Sacco", Università degli Studi di Milano, Milan, Italy
| | - Raffaello Furlan
- Internal Medicine, Humanitas Research Hospital, Humanitas University, Rozzano, Italy
| | - Nicola Montano
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
- Dipartimento di Medicina Interna, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Matthew J. Reed
- Emergency Medicine Research Group Edinburgh (EMERGE), Royal Infirmary of Edinburgh, Edinburgh, United Kingdom
- Edinburgh Acute Care, Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, United Kingdom
| | - Robert S. Sheldon
- Libin Cardiovascular Institute of Alberta, University of Calgary, Calgary, Canada
| | - Benjamin C. Sun
- Department of Emergency Medicine, Center for Policy Research-Emergency Medicine, Oregon Health and Science University, Portland, OR, United States of America
| | - Andrea Ungar
- S.O.D. Geriatria e Terapia Intensiva Geriatrica, AOU Careggi e Università degli Studi di Firenze, Florence, Italy
| | - Giovanni Casazza
- Dipartimento di Scienze Biomediche e Cliniche "L. Sacco", Università degli Studi di Milano, Milan, Italy
- * E-mail:
| | - Giorgio Costantino
- UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
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Colombo G, Furlan L, Mucci F, Zannoni S, Andrisani MC, Solbiati M. Ascites, abdominal pain, and acute renal failure in a middle-aged woman. Intern Emerg Med 2020; 15:299-302. [PMID: 30806894 DOI: 10.1007/s11739-019-02054-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Accepted: 02/12/2019] [Indexed: 11/30/2022]
Affiliation(s)
- Giorgio Colombo
- Dipartimento di Medicina Interna, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, via Francesco Sforza 35, 20122, Milan, Italy.
| | - Ludovico Furlan
- Dipartimento di Medicina Interna, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, via Francesco Sforza 35, 20122, Milan, Italy
| | - Francesco Mucci
- Dipartimento di Medicina Interna, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, via Francesco Sforza 35, 20122, Milan, Italy
| | - Stefania Zannoni
- Dipartimento di Radiologia, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Maria Carmela Andrisani
- Dipartimento di Radiologia, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Monica Solbiati
- UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
- Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
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Costantino G, Solbiati M. Atrial fibrillation cardioversion in the emergency department. Lancet 2020; 395:313-314. [PMID: 32007148 DOI: 10.1016/s0140-6736(20)30108-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2019] [Accepted: 01/09/2020] [Indexed: 11/20/2022]
Affiliation(s)
- Giorgio Costantino
- Unità Operativa Complessa Pronto Soccorso e Medicina d'Urgenza, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Ca' Granda, Ospedale Maggiore Policlinico, Milan 20122, Italy.
| | - Monica Solbiati
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
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Solbiati M, Dipaola F, Villa P, Seghezzi S, Casagranda I, Rabajoli F, Fiorini E, Porta L, Casazza G, Voza A, Barbic F, Montano N, Furlan R, Costantino G. Predictive Accuracy of Electrocardiographic Monitoring of Patients With Syncope in the Emergency Department: The SyMoNE Multicenter Study. Acad Emerg Med 2020; 27:15-23. [PMID: 31854141 DOI: 10.1111/acem.13842] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Revised: 07/14/2019] [Accepted: 07/25/2019] [Indexed: 12/19/2022]
Abstract
BACKGROUND Arrhythmia is one of the most worrisome causes of syncope. Electrocardiographic (ECG) monitoring is crucial for the management of non-low-risk patients in the emergency department (ED). However, its diagnostic accuracy and optimal duration are unknown. We aimed to assess the diagnostic accuracy of ECG monitoring in non-low-risk patients with syncope in the ED. METHODS This prospective multicenter observational study included adult patients presenting to the ED after syncope. Patients without an obvious etiology after ED evaluation who were classified by ED physicians as being at non-low risk of adverse events underwent ECG monitoring. We assessed sensitivity, specificity, and diagnostic yield (defined as the proportion of patients with true-positive ECG monitoring findings) of ECG monitoring in the identification of 7- and 30-day adverse and arrhythmic events according to monitoring duration. RESULTS Of 242 patients included in the study, 29 patients had 7-day serious outcomes. Ten additional patients had serious outcomes at 30 days. The overall sensitivity, specificity, and diagnostic yield of ECG monitoring in the identification of 7-day adverse events were 0.55 (95% confidence interval [CI] = 0.36 to 0.74], 0.93 (95% CI = 0.89 to 0.96), and 0.07 (95% CI = 0.04 to 0.10), respectively. The sensitivity, specificity, and diagnostic yield of >12-hour ECG monitoring in the identification of 7-day adverse events were 0.89 (95% CI = 0.65 to 0.99), 0.78 (95% CI = 0.67 to 0.87), and 0.18 (95% CI = 0.12 to 0.28), respectively. Similar results were observed for 30-day adverse events. The median (interquartile range) ECG monitoring time was 6.5 (6 to 15) hours. ECG monitoring findings were positive in 31 patients. CONCLUSIONS Although the overall diagnostic accuracy of ECG monitoring is fair, its sensitivity at >12 hours' duration is substantially higher. These results suggest that prolonged (>12 hours) monitoring is a safe alternative to hospital admission in the management of non-low-risk patients with syncope in the ED.
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Affiliation(s)
- Monica Solbiati
- Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico UOC Pronto Soccorso e Medicina d'Urgenza Milano
- Dipartimento di Scienze Cliniche e di Comunità Università degli Studi di Milano Milano
| | - Franca Dipaola
- Internal Medicine, Syncope Unit IRCCS Humanitas Research Hospital Humanitas University Rozzano
| | - Paolo Villa
- UOC Medicina d'Urgenza e Pronto Soccorso Ospedale Luigi Sacco Milano
| | - Sonia Seghezzi
- UOC Medicina d'Urgenza e Pronto Soccorso Ospedale Niguarda Milano Italy
| | - Ivo Casagranda
- Dipartimento di Emergenza ed Accettazione Azienda Ospedaliera “Santi Antonio e Biagio e C. Arrigo,” Alessandria
| | | | - Elisa Fiorini
- Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico UOC Pronto Soccorso e Medicina d'Urgenza Milano
| | - Lorenzo Porta
- UOC Medicina d'Urgenza e Pronto Soccorso Ospedale Luigi Sacco Milano
| | - Giovanni Casazza
- Dipartimento di Scienze Biomediche e Cliniche “L. Sacco,” Università degli Studi di Milano Milano
| | - Antonio Voza
- Emergency Department IRCCS Humanitas Research Hospital Rozzano
| | - Franca Barbic
- Internal Medicine, Syncope Unit IRCCS Humanitas Research Hospital Humanitas University Rozzano
| | - Nicola Montano
- Dipartimento di Scienze Cliniche e di Comunità Università degli Studi di Milano Milano
- Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico UOC Medicina Generale–Immunologia e Allergologia Milano Italy
| | - Raffaello Furlan
- Internal Medicine, Syncope Unit IRCCS Humanitas Research Hospital Humanitas University Rozzano
| | - Giorgio Costantino
- Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico UOC Pronto Soccorso e Medicina d'Urgenza Milano
- Dipartimento di Scienze Cliniche e di Comunità Università degli Studi di Milano Milano
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Goldberger ZD, Petek BJ, Brignole M, Shen WK, Sheldon RS, Solbiati M, Deharo JC, Moya A, Hamdan MH. ACC/AHA/HRS Versus ESC Guidelines for the Diagnosis and Management of Syncope. J Am Coll Cardiol 2019; 74:2410-2423. [DOI: 10.1016/j.jacc.2019.09.012] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Revised: 08/26/2019] [Accepted: 09/05/2019] [Indexed: 01/07/2023]
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Dipaola F, Gatti M, Pacetti V, Bottaccioli AG, Shiffer D, Minonzio M, Menè R, Giaj Levra A, Solbiati M, Costantino G, Anastasio M, Sini E, Barbic F, Brunetta E, Furlan R. Artificial Intelligence Algorithms and Natural Language Processing for the Recognition of Syncope Patients on Emergency Department Medical Records. J Clin Med 2019; 8:jcm8101677. [PMID: 31614982 PMCID: PMC6832155 DOI: 10.3390/jcm8101677] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2019] [Revised: 10/02/2019] [Accepted: 10/11/2019] [Indexed: 11/16/2022] Open
Abstract
Background: Enrollment of large cohorts of syncope patients from administrative data is crucial for proper risk stratification but is limited by the enormous amount of time required for manual revision of medical records. Aim: To develop a Natural Language Processing (NLP) algorithm to automatically identify syncope from Emergency Department (ED) electronic medical records (EMRs). Methods: De-identified EMRs of all consecutive patients evaluated at Humanitas Research Hospital ED from 1 December 2013 to 31 March 2014 and from 1 December 2015 to 31 March 2016 were manually annotated to identify syncope. Records were combined in a single dataset and classified. The performance of combined multiple NLP feature selectors and classifiers was tested. Primary Outcomes: NLP algorithms’ accuracy, sensitivity, specificity, positive predictive value, negative predictive value, and F3 score. Results: 15,098 and 15,222 records from 2013 and 2015 datasets were analyzed. Syncope was present in 571 records. Normalized Gini Index feature selector combined with Support Vector Machines classifier obtained the best F3 value (84.0%), with 92.2% sensitivity and 47.4% positive predictive value. A 96% analysis time reduction was computed, compared with EMRs manual review. Conclusions: This artificial intelligence algorithm enabled the automatic identification of a large population of syncope patients using EMRs.
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Affiliation(s)
- Franca Dipaola
- Internal Medicine, Humanitas Clinical and Research Center- IRCCS, 20089 Rozzano, Milan, Italy.
- Department of Biomedical Sciences, Humanitas University, 20090 Pieve Emanuele, Milan, Italy.
| | | | - Veronica Pacetti
- Centro Trombosi e Malattie Emorragiche, Humanitas Clinical and Research Center- IRCCS, 20089 Rozzano, Milan, Italy.
| | | | - Dana Shiffer
- Internal Medicine, Humanitas Clinical and Research Center- IRCCS, 20089 Rozzano, Milan, Italy.
- Department of Biomedical Sciences, Humanitas University, 20090 Pieve Emanuele, Milan, Italy.
| | - Maura Minonzio
- Internal Medicine, Humanitas Clinical and Research Center- IRCCS, 20089 Rozzano, Milan, Italy.
- Department of Biomedical Sciences, Humanitas University, 20090 Pieve Emanuele, Milan, Italy.
| | | | - Alessandro Giaj Levra
- Internal Medicine, Humanitas Clinical and Research Center- IRCCS, 20089 Rozzano, Milan, Italy.
| | - Monica Solbiati
- Pronto Soccorso e Medicina D'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Università degli Studi di Milano, 20122 Milan, Italy.
| | - Giorgio Costantino
- Pronto Soccorso e Medicina D'Urgenza, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Università degli Studi di Milano, 20122 Milan, Italy.
| | - Marco Anastasio
- ICT Department, Humanitas Clinical and Research Center- IRCCS, 20089 Rozzano, Milan, Italy.
| | - Elena Sini
- GVM Care & Research, 48124 Ravenna, Italy.
| | - Franca Barbic
- Internal Medicine, Humanitas Clinical and Research Center- IRCCS, 20089 Rozzano, Milan, Italy.
- Department of Biomedical Sciences, Humanitas University, 20090 Pieve Emanuele, Milan, Italy.
| | - Enrico Brunetta
- Internal Medicine, Humanitas Clinical and Research Center- IRCCS, 20089 Rozzano, Milan, Italy.
- Department of Biomedical Sciences, Humanitas University, 20090 Pieve Emanuele, Milan, Italy.
| | - Raffaello Furlan
- Internal Medicine, Humanitas Clinical and Research Center- IRCCS, 20089 Rozzano, Milan, Italy.
- Department of Biomedical Sciences, Humanitas University, 20090 Pieve Emanuele, Milan, Italy.
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Bonzi M, Fiorelli EM, Montanelli G, Furlan L, Solbiati M. A simple treatment for a potentially life-threatening cause of malabsorption. Intern Emerg Med 2019; 14:967-971. [PMID: 30276660 DOI: 10.1007/s11739-018-1963-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Accepted: 09/26/2018] [Indexed: 02/07/2023]
Affiliation(s)
- Mattia Bonzi
- Dipartimento di Medicina Interna, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC di Medicina Interna Allergologia Immunologia, Milan, Italy.
| | - Elisa M Fiorelli
- Dipartimento di Medicina Interna, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC di Medicina Interna Allergologia Immunologia, Milan, Italy
| | - Gaia Montanelli
- Dipartimento di Medicina Interna, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC di Medicina Interna Allergologia Immunologia, Milan, Italy
| | - Ludovico Furlan
- Dipartimento di Medicina Interna, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC di Medicina Interna Allergologia Immunologia, Milan, Italy
| | - Monica Solbiati
- Dipartimento di Medicina Interna, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, UOC di Medicina Interna Allergologia Immunologia, Milan, Italy
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
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Tobaldini E, Sacco RM, Serafino S, Tassi M, Gallone G, Solbiati M, Costantino G, Montano N, Torgano G. Cardiac Autonomic Derangement is Associated with Worse Neurological Outcome in the Very Early Phases of Ischemic Stroke. J Clin Med 2019; 8:jcm8060852. [PMID: 31208012 PMCID: PMC6616397 DOI: 10.3390/jcm8060852] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Revised: 06/09/2019] [Accepted: 06/11/2019] [Indexed: 01/01/2023] Open
Abstract
Background: Acute ischemic stroke (AIS) is associated with autonomic dysfunction. We evaluated the prognostic value of heart rate variability (HRV) and the role of stroke localization and reperfusion treatment (RT) on autonomic control. Methods: Patients with AIS and sinus rhythm were enrolled in the emergency department. Autonomic parameters were recorded at the onset and after a potential RT. Neurological deficit was assessed using the National Institute of Health Stroke Scale (NIHSS) at the onset and residual disability with modified Rankin Scale (mRS) at 3 months. Two analyses were used to assess HRV. Low frequency (LF) and high frequency (HF) are, respectively, markers of sympathetic and respiratory vagal modulation in spectral analysis. Symbolic analysis provides pattern with no variation (0V%) as an index of sympathetic modulation and pattern with two like variations (2LV%) and pattern with two unlike variations (2UV%) as markers of vagal modulation. Results: We enrolled 41 patients. Twenty-seven underwent RT. A prevalent parasympathetic modulation was found in patients with NIHSS ≥14. The group with mRS 3–6 exhibited a higher 2UV% and lower 0V%. Right-sided strokes were associated with a higher respiratory vagal control. RT had no effects on HRV parameters. Conclusions: In the very early phases of AIS, a decreased 0V% and an increased 2UV% may reflect a loss of sympathetic oscillation, predicting a poorer 3 month-outcome.
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Affiliation(s)
- Eleonora Tobaldini
- Department of Internal Medicine , Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy.
- Department of Clinical Sciences and Community Health, University of Milan, 20122 Milan, Italy.
| | - Roberto M Sacco
- Department of Internal Medicine , Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy.
- Department of Clinical Sciences and Community Health, University of Milan, 20122 Milan, Italy.
| | - Serena Serafino
- Department of Anesthesia, Critical Care and Emergency, Fondazione IRCSS Ca' Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy.
| | - Michele Tassi
- Department of Clinical Sciences and Community Health, University of Milan, 20122 Milan, Italy.
| | - Gianluca Gallone
- Department of Anesthesia, Critical Care and Emergency, Fondazione IRCSS Ca' Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy.
| | - Monica Solbiati
- Department of Clinical Sciences and Community Health, University of Milan, 20122 Milan, Italy.
- Department of Anesthesia, Critical Care and Emergency, Fondazione IRCSS Ca' Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy.
| | - Giorgio Costantino
- Department of Clinical Sciences and Community Health, University of Milan, 20122 Milan, Italy.
- Department of Anesthesia, Critical Care and Emergency, Fondazione IRCSS Ca' Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy.
| | - Nicola Montano
- Department of Internal Medicine , Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy.
- Department of Clinical Sciences and Community Health, University of Milan, 20122 Milan, Italy.
| | - Giuseppe Torgano
- Department of Anesthesia, Critical Care and Emergency, Fondazione IRCSS Ca' Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy.
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Furlan L, Erba L, Trombetta L, Sacco R, Colombo G, Casazza G, Solbiati M, Montano N, Marta C, Sbrojavacca R, Perticone F, Corazza GR, Costantino G. Short- vs long-course antibiotic therapy for pneumonia: a comparison of systematic reviews and guidelines for the SIMI Choosing Wisely Campaign. Intern Emerg Med 2019; 14:377-394. [PMID: 30298412 DOI: 10.1007/s11739-018-1955-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Accepted: 09/18/2018] [Indexed: 01/27/2023]
Abstract
Reduction of the inappropriate use of antibiotics in clinical practice is one of the main goals of the Società Italiana di Medicina Interna (SIMI) choosing wisely campaign. We conducted a systematic review of secondary studies (systematic reviews and guidelines) to verify what evidence is available on the duration of antibiotic treatment in Pneumonia. A literature systematic search was performed to identify all systematic reviews and the three most cited and recent guidelines that address the duration of antibiotic therapy in pneumonia. Moreover, a meta-analysis of non-duplicate data from randomized controlled trials (RCTs) considered in the enrolled systematic reviews was performed together with a trial sequential analysis to identify the need for further studies. Two systematic reviews on antibiotic duration in community-acquired pneumonia (CAP) for a total of 17 RCTs (2764 patients) were enrolled in our study. Meta-analysis of non-duplicate RCTs show a non-significant difference in rate of treatment failure between short (≤ 7 days) and long (> 7 days) antibiotic treatment course: RR 1.05 (95% CI, 0.82-1.36). The trial sequential analysis suggests that further data would not affect current evidence or become clinically relevant. Selected guidelines suggest consideration of a short course, with a low grade of evidence and without citing the already published systematic reviews. Antibiotic treatment of CAP for ≤ 7 days is not associated with a higher rate of treatment failure than longer courses and should thus be taken in consideration. Guidelines should upgrade the evidence on this topic.
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Affiliation(s)
| | - Luca Erba
- Università degli Studi di Milano, Milan, Italy
| | | | | | | | - Giovanni Casazza
- Dipartimento di Scienze Biomediche e Cliniche "L. Sacco", Università degli Studi di Milano, Milan, Italy
| | - Monica Solbiati
- Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, UOC Pronto Soccorso e Medicina d'Urgenza, Milan, Italy
| | - Nicola Montano
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
- Dipartimento di Medicina Interna, Ospedale Maggiore Policlinico, Fondazione IRCCS Ca' Granda, Milan, Italy
| | - Chiara Marta
- Dipartimento delle professioni sanitarie, Ospedale Maggiore Policlinico, Fondazione IRCCS Ca' Granda, Milan, Italy
| | - Rodolfo Sbrojavacca
- Dipartimento di Pronto Soccorso e Medicina d'Urgenza, Azienda Ospedaliera Universitaria di Udine, Udine, Italy
| | - Francesco Perticone
- Department of Medical and Surgical Sciences, "Magna-Græcia" University of Catanzaro, Catanzaro, Italy
| | - Gino Roberto Corazza
- Dipartimento di Medicina Interna, IRCCS Fondazione Policlinico San Matteo, Università di Pavia, Pavia, Italy
| | - Giorgio Costantino
- Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, UOC Pronto Soccorso e Medicina d'Urgenza, Milan, Italy
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
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Solbiati M, Trombetta L, Sacco RM, Erba L, Bozzano V, Costantino G, Raj SR, Barbic F, Casazza G, Dipaola F, Furlan R, Kenny RA, Quinn JV, Sheldon RS, Shen WK, Sun BC, Thiruganasambandamoorthy V, Reed MJ. A Systematic Review of Noninvasive Electrocardiogram Monitoring Devices for the Evaluation of Suspected Cardiovascular Syncope. J Med Device 2019. [DOI: 10.1115/1.4042795] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
The aims of this study were (1) to identify research publications studying noninvasive electrocardiogram (ECG) monitoring devices, (2) to define and categorize current technology in noninvasive ECG recording, and (3) to discuss desirable noninvasive recording features for personalized syncope evaluation to guide technological advancement and future studies. We performed a systematic review of the literature that assessed noninvasive ECG-monitoring devices, regardless of the reason for monitoring. We performed an Internet search and corresponded with syncope experts and companies to help identify further eligible products. We extracted information about included studies and device features. We found 173 relevant papers. The main reasons for ECG monitoring were atrial fibrillation (n = 45), coronary artery disease (n = 10), syncope (n = 8), palpitations (n = 8), other cardiac diseases (n = 67), and technological aspects of monitoring (n = 35). We identified 198 devices: 5 hospital telemetry devices, 12 patches, 46 event recorders, 70 Holter monitors, 23 external loop recorders, 20 mobile cardiac outpatient telemetries, and 22 multifunctional devices. The features of each device were very heterogeneous. There are a large number of ECG-monitoring devices with different features available in the market. Our findings may help clinicians select the appropriate device for their patients. Since there are only a few published articles analyzing their usefulness in syncope patients, further research might improve their use in this clinical setting.
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Affiliation(s)
- Monica Solbiati
- UOC Pronto Soccorso e Medicina d'Urgenza Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan 20122, Italy
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan 20122, Italy e-mail:
| | - Lucia Trombetta
- Università degli Studi di Milano, Milan 20122, Italy e-mail:
| | | | - Luca Erba
- Università degli Studi di Milano, Milan 20122, Italy e-mail:
| | - Viviana Bozzano
- Università degli Studi di Milano, Milan 20122, Italy e-mail:
| | - Giorgio Costantino
- UOC Pronto Soccorso e Medicina d'Urgenza, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan 20122, Italy
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan 20122, Italy e-mail:
| | - Satish R. Raj
- Libin Cardiovascular Institute of Alberta, University of Calgary, Calgary, AB T2N 1N4, Canada e-mail:
| | - Franca Barbic
- Internal Medicine, Humanitas Research Hospital, Humanitas University, Rozzano 20089, Italy e-mail:
| | - Giovanni Casazza
- Dipartimento di Scienze Biomediche e Cliniche “L. Sacco,” Università degli Studi di Milano, Milan 20122, Italy e-mail:
| | - Franca Dipaola
- Internal Medicine, Humanitas Research Hospital, Humanitas University, Rozzano 20089, Italy e-mail:
| | - Raffaello Furlan
- Internal Medicine, Humanitas Research Hospital, Humanitas University, Rozzano 20089, Italy e-mail:
| | - Rose A. Kenny
- Falls and Syncope Unit, St. James Hospital, Trinity College Dublin, Dublin 2, Ireland e-mail:
| | - James V. Quinn
- Department of Emergency Medicine, Stanford University, Stanford, CA 94305 e-mail:
| | - Robert S. Sheldon
- Libin Cardiovascular Institute of Alberta, University of Calgary, Calgary, AB T2N 1N4, Canada e-mail:
| | - Win-Kuang Shen
- Department of Cardiovascular Medicine, Mayo Clinic, Phoenix, AZ 85259 e-mail:
| | - Benjamin C. Sun
- Department of Emergency Medicine, Center for Policy Research-Emergency Medicine, Oregon Health and Science University, Portland, PA 19104 e-mail:
| | | | - Matthew J. Reed
- Emergency Medicine Research Group Edinburgh (EMERGE), Royal Infirmary of Edinburgh, Edinburgh EH164SA, UK
- College of Medicine and Veterinary Medicine, University of Edinburgh, The Chancellor's Building, Edinburgh EH164SA, UK e-mail:
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Colombo G, Frattini E, Ceriani E, Zilocchi M, Del Bo R, DI Fonzo A, Solbiati M. Syncope and autonomic failure in a middle-aged man. Intern Emerg Med 2019; 14:271-274. [PMID: 29766405 DOI: 10.1007/s11739-018-1871-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2018] [Accepted: 05/06/2018] [Indexed: 11/29/2022]
Affiliation(s)
- Giorgio Colombo
- Department of Internal Medicine, IRCCS Ca' Granda Foundation, University of Milan, Ospedale Maggiore Policlinico, via Francesco Sforza 35, 20122, Milan, Italy.
| | - Emanuele Frattini
- Neuroscience Section, Department of Pathophysiology and Transplantation, Dino Ferrari Center, IRCCS Ca' Granda Foundation, University of Milan, Ospedale Maggiore Policlinico, via Francesco Sforza 35, 20122, Milan, Italy
| | - Elisa Ceriani
- Department of Internal Medicine, IRCCS Ca' Granda Foundation, University of Milan, Ospedale Maggiore Policlinico, via Francesco Sforza 35, 20122, Milan, Italy
| | - Massimo Zilocchi
- Department of Radiology IRCCS Ca' Granda Foundation, Ospedale Maggiore Policlinico, via Francesco Sforza 35, 20122, Milan, Italy
| | - Roberto Del Bo
- Neuroscience Section, Department of Pathophysiology and Transplantation, Dino Ferrari Center, IRCCS Ca' Granda Foundation, University of Milan, Ospedale Maggiore Policlinico, via Francesco Sforza 35, 20122, Milan, Italy
| | - Alessio DI Fonzo
- Neuroscience Section, Department of Pathophysiology and Transplantation, Dino Ferrari Center, IRCCS Ca' Granda Foundation, University of Milan, Ospedale Maggiore Policlinico, via Francesco Sforza 35, 20122, Milan, Italy
| | - Monica Solbiati
- Department of Internal Medicine, IRCCS Ca' Granda Foundation, University of Milan, Ospedale Maggiore Policlinico, via Francesco Sforza 35, 20122, Milan, Italy
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Barbic F, Dipaola F, Casazza G, Borella M, Minonzio M, Solbiati M, Raj SR, Sheldon R, Quinn J, Costantino G, Furlan R. Syncope in a Working-Age Population: Recurrence Risk and Related Risk Factors. J Clin Med 2019; 8:jcm8020150. [PMID: 30699893 PMCID: PMC6406660 DOI: 10.3390/jcm8020150] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2019] [Revised: 01/24/2019] [Accepted: 01/28/2019] [Indexed: 11/16/2022] Open
Abstract
Syncope in a worker undertaking risky tasks may result in fatalities for the individual or for third parties. We aimed at assessing the rate of syncope recurrence and the risk factors underlying the likelihood of syncope relapse in a working-age population. A prospective cohort of all patients aged 18–65 years consecutively admitted to the Emergency Department for syncope was enrolled. Risk of syncope relapse was assessed at a six-month, 1-year, and 5-year follow-up. Predictors of syncope recurrence have been evaluated at six months and 1 year from the syncope index by a multivariable logistic regression analysis. 348 patients were enrolled. Risk of syncope relapse was 9.2% at 6 months, 11.8% at 1 year, and 23.4% at 5 years. At 6-month follow-up, predictor of syncope recurrence was ≥3 prior lifetime syncope episodes. At 1-year, ≥3 prior lifetime syncope episodes, diabetes mellitus, and anaemia were risk factors for syncope relapse. There was an exceeding risk of recurrence in the first 6 months and a reduced risk of 3.5% per year after the first year. Anaemia, diabetes mellitus, and prior lifetime syncope burden are of importance when giving advice about the resumption of “high risk” jobs following a syncope episode.
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Affiliation(s)
- Franca Barbic
- Internal Medicine, Humanitas Clinical and Research Center, Biomedical Sciences Department, Humanitas University, 20089 Rozzano, Italy.
| | - Franca Dipaola
- Internal Medicine, Humanitas Clinical and Research Center, Biomedical Sciences Department, Humanitas University, 20089 Rozzano, Italy.
| | - Giovanni Casazza
- Dipartimento di Scienze Biomediche e Cliniche "L. Sacco"-Università degli Studi di Milano, 20157 Milan, Italy.
| | - Marta Borella
- Emergency Department, Ospedale di Rho, ASST Rhodense, 20017 Rho, Italy.
| | - Maura Minonzio
- Internal Medicine, Humanitas Clinical and Research Center, Biomedical Sciences Department, Humanitas University, 20089 Rozzano, Italy.
| | - Monica Solbiati
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, University of Milan, 20122 Milan, Italy.
| | - Satish R Raj
- Libin Cardiovascular Institute of Alberta, Department of Cardiac Sciences, University of Calgary, Calgary, AB T2N 4Z6, Canada.
| | - Robert Sheldon
- Libin Cardiovascular Institute of Alberta, Department of Cardiac Sciences, University of Calgary, Calgary, AB T2N 4Z6, Canada.
| | - James Quinn
- Division of Emergency Medicine, Stanford University, Stanford, CA 94305, USA.
| | - Giorgio Costantino
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, University of Milan, 20122 Milan, Italy.
| | - Raffaello Furlan
- Internal Medicine, Humanitas Clinical and Research Center, Biomedical Sciences Department, Humanitas University, 20089 Rozzano, Italy.
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Fiorelli EM, Carandini T, Gagliardi D, Bozzano V, Bonzi M, Tobaldini E, Comi GP, Scarpini EA, Montano N, Solbiati M. Secondary prevention of cryptogenic stroke in patients with patent foramen ovale: a systematic review and meta-analysis. Intern Emerg Med 2018; 13:1287-1303. [PMID: 30032341 DOI: 10.1007/s11739-018-1909-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Accepted: 07/12/2018] [Indexed: 01/27/2023]
Abstract
The aim of our study is to compare patent foramen ovale (PFO) closure versus medical treatment and antiplatelet versus anticoagulant therapy in patients with cryptogenic stroke (CS) and PFO. We conducted a systematic review and meta-analysis with trial sequential analysis (TSA) of randomized trials. Primary outcomes are stroke or transient ischemic attack (TIA) and all-cause mortality. Secondary outcomes are peripheral embolism, bleeding, serious adverse events, myocardial infarction and atrial dysrhythmias. We performed an intention to treat meta-analysis with a random-effects model. We include six trials (3677 patients, mean age 47.3 years, 55.8% men). PFO closure is associated with a lower recurrence of stroke or TIA at a mean follow-up of 3.88 years compared to medical therapy [risk ratio (RR) 0.55, 95% CI 0.38-0.81; I2 = 40%]. The TSA confirms this result. No difference is found in mortality (RR 0.74, 95% CI 0.35-1.60; I2 = 0%), while PFO closure is associated with a higher incidence of atrial dysrhythmias (RR 4.55, 95% CI 2.16-9.60; I2 = 25%). The rate of the other outcomes is not different among the two groups. The comparison between anticoagulant and antiplatelet therapy shows no difference in terms of stroke recurrence, mortality and bleeding. There is conclusive evidence that PFO closure reduces the recurrence of stroke or TIA in patients younger than 60 years of age with CS. More data are warranted to assess the consequences of the increase in atrial dysrhythmias and the advantage of PFO closure over anticoagulants.
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Affiliation(s)
- Elisa Maria Fiorelli
- Department of Internal Medicine, IRCCS Foundation Ca' Granda, Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
| | - Tiziana Carandini
- Neurodegenerative Disease Unit, University of Milan, Dino Ferrari Centre, IRCCS Foundation Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy.
| | - Delia Gagliardi
- Dino Ferrari Centre, Neuroscience Section, Department of Pathophysiology and Transplantation (DEPT), University of Milan, Neurology Unit, IRCCS Foundation Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Viviana Bozzano
- Department of Internal Medicine, IRCCS Foundation Ca' Granda, Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
| | - Mattia Bonzi
- Department of Internal Medicine, IRCCS Foundation Ca' Granda, Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
| | - Eleonora Tobaldini
- Department of Internal Medicine, IRCCS Foundation Ca' Granda, Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
| | - Giacomo Pietro Comi
- Dino Ferrari Centre, Neuroscience Section, Department of Pathophysiology and Transplantation (DEPT), University of Milan, Neurology Unit, IRCCS Foundation Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Elio Angelo Scarpini
- Neurodegenerative Disease Unit, University of Milan, Dino Ferrari Centre, IRCCS Foundation Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Nicola Montano
- Department of Internal Medicine, IRCCS Foundation Ca' Granda, Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
| | - Monica Solbiati
- Department of Internal Medicine, IRCCS Foundation Ca' Granda, Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
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Bonzi M, Cernuschi G, Solbiati M, Giusti G, Montano N, Ceriani E. Diagnostic accuracy of transthoracic echocardiography to identify native valve infective endocarditis: a systematic review and meta-analysis. Intern Emerg Med 2018; 13:937-946. [PMID: 29546685 DOI: 10.1007/s11739-018-1831-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2017] [Accepted: 03/09/2018] [Indexed: 01/19/2023]
Abstract
Infective endocarditis (IE) is a serious and potentially life-threatening disease, and accurate diagnosis is essential. We performed a systematic review and meta-analysis to assess the diagnostic accuracy of transthoracic echocardiography (TTE), with transesophageal echocardiography (TEE) as the reference standard, in patients with suspected IE of the native valves. We performed a systematic search in MEDLINE, EMBASE and Cochrane Library searching for studies that enrolled adult patients with suspected native valves IE where data about both TTE and TEE could be extracted. We included 11 studies, for a total of 2209 patients. The overall sensitivity, specificity, negative and positive likelihood ratios (LR) of TTE are 0.71 (95% CI 0.56-0.82), 0.80 (95% CI 0.58-0.92), 0.37 (95% CI 0.20-0.68) and 3.56 (95% CI 1.3-9.72), respectively. The subgroup analyses of the studies considering different cut-off levels show that the strict negative criteria (i.e., managing indeterminate results as positive) have the highest sensitivity and the lowest LR-. On the contrary, when managing indeterminate results as negative (standard criteria), the specificity and LR+ are the highest. We observed no differences between the studies performed with older and more recent technologies. In conclusion, our study results support the use of a negative TTE as a single rule-out test in patients with a low pre-test probability. In selected cases, the use of strict negative criteria might exclude IE in intermediate-risk patients, and a positive TTE might be considered as a single rule-in test with no need for TEE if TEE results would not change the patient's management.
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Affiliation(s)
- Mattia Bonzi
- Internal Medicine Department, Ca' Granda Foundation IRCCS, Ospedale Maggiore Policlinico, University of Milan, Milan, Italy.
| | - Giulia Cernuschi
- Internal Medicine Department, Ca' Granda Foundation IRCCS, Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
| | - Monica Solbiati
- Internal Medicine Department, Ca' Granda Foundation IRCCS, Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
| | - Giuliano Giusti
- Department of Paediatric Cardiology and Cardiac Surgery, IRCCS Policlinico San Donato, San Donato Milanese, Italy
| | - Nicola Montano
- Internal Medicine Department, Ca' Granda Foundation IRCCS, Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
| | - Elisa Ceriani
- Internal Medicine Department, Ca' Granda Foundation IRCCS, Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
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39
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Costantino G, Falavigna G, Solbiati M, Casagranda I, Sun BC, Grossman SA, Quinn JV, Reed MJ, Ungar A, Montano N, Furlan R, Ippoliti R. Neural networks as a tool to predict syncope risk in the Emergency Department. Europace 2018; 19:1891-1895. [PMID: 28017935 DOI: 10.1093/europace/euw336] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2016] [Accepted: 10/02/2016] [Indexed: 11/14/2022] Open
Abstract
Aims There is no universally accepted tool for the risk stratification of syncope patients in the Emergency Department. The aim of this study was to investigate the short-term predictive accuracy of an artificial neural network (ANN) in stratifying the risk in this patient group. Methods and results We analysed individual level data from three prospective studies, with a cumulative sample size of 1844 subjects. Each dataset was reanalysed to reduce the heterogeneity among studies defining abnormal electrocardiogram (ECG) and serious outcomes according to a previous consensus. Ten variables from patient history, ECG, and the circumstances of syncope were used to train and test the neural network. Given the exploratory nature of this work, we adopted two approaches to train and validate the tool. One approach used 4/5 of the data for the training set and 1/5 for the validation set, and the other approach used 9/10 for the training set and 1/10 for the validation set. The sensitivity, specificity, and area under the receiver operating characteristic curve of ANNs in identifying short-term adverse events after syncope were 95% [95% confidence interval (CI) 80-98%], 67% (95% CI 62-72%), 0.69 with the 1/5 approach and 100% (95% CI 84-100%), 79% (95% CI 72-85%), 0.78 with the 1/10 approach. Conclusion The results of our study suggest that ANNs are effective in predicting the short-term risk of patients with syncope. Prospective studies are needed in order to compare ANNs' predictive capability with existing rules and clinical judgment.
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Affiliation(s)
- Giorgio Costantino
- Dipartimento di Medicina Interna e Specializzazioni Mediche, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122 Milano, Italy
| | - Greta Falavigna
- CNR-IRCrES, Research Institute on Sustainable Economic Growth, Moncalieri, Italy
| | - Monica Solbiati
- Dipartimento di Medicina Interna e Specializzazioni Mediche, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122 Milano, Italy.,Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milano, Italy
| | - Ivo Casagranda
- Department of Emergency Medicine, Ospedale di Alessandria, Alessandria, Italy
| | - Benjamin C Sun
- Department of Emergency Medicine, Center for Policy Research-Emergency Medicine, Oregon Health and Science University, Portland, OR, USA
| | - Shamai A Grossman
- Department of Emergency Medicine, Harvard Medical School, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - James V Quinn
- Division of Emergency Medicine, Stanford University, Stanford, CA, USA
| | - Matthew J Reed
- Emergency Medicine Research Group Edinburgh, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - Andrea Ungar
- Syncope Unit, Geriatric Medicine and Cardiology, Careggi University Hospital, Firenze, Italy
| | - Nicola Montano
- Dipartimento di Medicina Interna e Specializzazioni Mediche, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122 Milano, Italy.,Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milano, Italy
| | - Raffaello Furlan
- Department of Biomedical Sciences, Humanitas University-Humanitas Research Hospital, Rozzano, Italy
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40
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Solbiati M, Bozzano V, Barbic F, Casazza G, Dipaola F, Quinn JV, Reed MJ, Sheldon RS, Shen WK, Sun BC, Thiruganasambandamoorthy V, Furlan R, Costantino G. Outcomes in syncope research: a systematic review and critical appraisal. Intern Emerg Med 2018; 13:593-601. [PMID: 29349639 DOI: 10.1007/s11739-018-1788-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2017] [Accepted: 01/11/2018] [Indexed: 10/18/2022]
Abstract
Syncope is the common clinical manifestation of different diseases, and this makes it difficult to define what outcomes should be considered in prognostic studies. The aim of this study is to critically analyze the outcomes considered in syncope studies through systematic review and expert consensus. We performed a systematic review of the literature to identify prospective studies enrolling consecutive patients presenting to the Emergency Department with syncope, with data on the characteristics and incidence of short-term outcomes. Then, the strengths and weaknesses of each outcome were discussed by international syncope experts to provide practical advice to improve future selection and assessment. 31 studies met our inclusion criteria. There is a high heterogeneity in both outcome choice and incidence between the included studies. The most commonly considered 7-day outcomes are mortality, dysrhythmias, myocardial infarction, stroke, and rehospitalisation. The most commonly considered 30-day outcomes are mortality, haemorrhage requiring blood transfusion, dysrhythmias, myocardial infarction, pacemaker or implantable defibrillator implantation, stroke, pulmonary embolism, and syncope relapse. We present a critical analysis of the pros and cons of the commonly considered outcomes, and provide possible solutions to improve their choice in ED syncope studies. We also support global initiatives to promote the standardization of patient management and data collection.
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Affiliation(s)
- Monica Solbiati
- Dipartimento di Medicina Interna, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122, Milan, Italy.
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy.
| | | | - Franca Barbic
- Department of Biomedical Sciences, Humanitas University-Humanitas Research Hospital, Rozzano, Italy
| | - Giovanni Casazza
- Dipartimento di Scienze Biomediche e Cliniche "L. Sacco", Università degli Studi di Milano, Milan, Italy
| | - Franca Dipaola
- Department of Biomedical Sciences, Humanitas University-Humanitas Research Hospital, Rozzano, Italy
| | - James V Quinn
- Department of Emergency Medicine, Stanford University, Stanford, CA, USA
| | - Matthew J Reed
- Emergency Medicine Research Group Edinburgh, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - Robert S Sheldon
- Department of Cardiac Sciences, University of Calgary, Calgary, Canada
| | | | - Benjamin C Sun
- Center for Policy Research-Emergency Medicine, Department of Emergency Medicine, Oregon Health & Science University, Portland, OR, USA
| | | | - Raffaello Furlan
- Department of Biomedical Sciences, Humanitas University-Humanitas Research Hospital, Rozzano, Italy
| | - Giorgio Costantino
- Dipartimento di Medicina Interna, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122, Milan, Italy
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Costantino G, Ruwald MH, Quinn J, Camargo CA, Dalgaard F, Gislason G, Goto T, Hasegawa K, Kaul P, Montano N, Numé AK, Russo A, Sheldon R, Solbiati M, Sun B, Casazza G. Prevalence of Pulmonary Embolism in Patients With Syncope. JAMA Intern Med 2018; 178:356-362. [PMID: 29379959 PMCID: PMC5885902 DOI: 10.1001/jamainternmed.2017.8175] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
IMPORTANCE Sparse data and conflicting evidence exist on the prevalence of pulmonary embolism (PE) in patients with syncope. OBJECTIVE To estimate the prevalence of PE among patients presenting to the emergency department (ED) for evaluation of syncope. DESIGN, SETTING, AND PARTICIPANTS This retrospective, observational study analyzed longitudinal administrative data from 5 databases in 4 different countries (Canada, Denmark, Italy, and the United States). Data from all adult patients (aged ≥18 years) who presented to the ED were screened to identify those with syncope codes at discharge. Data were collected from January 1, 2000, through September 30, 2016. MAIN OUTCOMES AND MEASURES The prevalence of PE at ED and hospital discharge, identified using codes from the International Classification of Diseases, was considered the primary outcome. Two sensitivity analyses considering prevalence of PE at 90 days of follow-up and prevalence of venous thromboembolism were performed. RESULTS A total of 1 671 944 unselected adults who presented to the ED for syncope were included. The prevalence of PE, according to administrative data, ranged from 0.06% (95% CI, 0.05%-0.06%) to 0.55% (95% CI, 0.50%-0.61%) for all patients and from 0.15% (95% CI, 0.14%-0.16%) to 2.10% (95% CI, 1.84%-2.39%) for hospitalized patients. The prevalence of PE at 90 days of follow-up ranged from 0.14% (95% CI, 0.13%-0.14%) to 0.83% (95% CI, 0.80%-0.86%) for all patients and from 0.35% (95% CI, 0.34%-0.37%) to 2.63% (95% CI, 2.34%-2.95%) for hospitalized patients. Finally, the prevalence of venous thromboembolism at 90 days ranged from 0.30% (95% CI, 0.29%-0.31%) to 1.37% (95% CI, 1.33%-1.41%) for all patients and from 0.75% (95% CI, 0.73%-0.78%) to 3.86% (95% CI, 3.51%-4.24%) for hospitalized patients. CONCLUSIONS AND RELEVANCE Pulmonary embolism was rarely identified in patients with syncope. Although PE should be considered in every patient, not all patients should undergo evaluation for PE.
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Affiliation(s)
- Giorgio Costantino
- Dipartimento di Medicina Interna, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Ca' Granda, Ospedale Maggiore Policlinico, Università degli Studi di Milano, Milan, Italy
| | - Martin H Ruwald
- Department of Cardiology, Copenhagen University Hospital, Herlev and Gentofte Hospital, Hellerup, Denmark
| | - James Quinn
- Department of Emergency Medicine, Stanford University, Stanford, California
| | - Carlos A Camargo
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Frederik Dalgaard
- Department of Cardiology, Copenhagen University Hospital, Herlev and Gentofte Hospital, Hellerup, Denmark
| | - Gunnar Gislason
- Department of Cardiology, Copenhagen University Hospital, Herlev and Gentofte Hospital, Hellerup, Denmark.,Danish Heart Foundation, Copenhagen, Denmark.,The National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | - Tadahiro Goto
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Kohei Hasegawa
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Padma Kaul
- Department of Medicine, University of Alberta, Edmonton, Canada
| | - Nicola Montano
- Dipartimento di Medicina Interna, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Ca' Granda, Ospedale Maggiore Policlinico, Università degli Studi di Milano, Milan, Italy
| | - Anna-Karin Numé
- Department of Cardiology, Copenhagen University Hospital, Herlev and Gentofte Hospital, Hellerup, Denmark
| | - Antonio Russo
- Epidemiology Unit, Agency for Health Protection of the Province of Milan, Milan, Italy
| | - Robert Sheldon
- Division of Cardiology, Department of Cardiac Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Monica Solbiati
- Dipartimento di Medicina Interna, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Ca' Granda, Ospedale Maggiore Policlinico, Università degli Studi di Milano, Milan, Italy
| | - Benjamin Sun
- Center for Policy Research-Emergency Medicine, Department of Emergency Medicine, Oregon Health and Science University, Portland
| | - Giovanni Casazza
- Dipartimento di Scienze Biomediche e Cliniche "L. Sacco," Università degli Studi di Milano, Milan, Italy
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Furlan L, Solbiati M, Pacetti V, Dipaola F, Meda M, Bonzi M, Fiorelli E, Cernuschi G, Alberio D, Casazza G, Montano N, Furlan R, Costantino G. Diagnostic accuracy of ICD-9 code 780.2 for the identification of patients with syncope in the emergency department. Clin Auton Res 2018; 28:577-582. [PMID: 29435866 DOI: 10.1007/s10286-018-0509-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2017] [Accepted: 01/31/2018] [Indexed: 11/29/2022]
Abstract
PURPOSE Syncope is a common condition that affects individuals of all ages and is responsible for 1-3% of all emergency department (ED) visits. Prospective studies on syncope are often limited by the exiguous number of subjects enrolled. A possible alternative approach would be to use of hospital discharge diagnoses from administrative databases to identify syncope subjects in epidemiological observational studies. We assessed the accuracy of the International Classification of Diseases, Ninth Revision (ICD-9) code 780.2 "syncope and collapse" to identify patients with syncope. METHODS Patients in two teaching hospitals in Milan, Italy with a triage assessment for ED access that was possibly related to syncope were recruited in this study. We considered the index test to be the attribution of the ICD-9 code 780.2 at ED discharge and the reference standard to be the diagnosis of syncope by the ED physician. RESULTS The sensitivity, specificity, positive and negative predictive values of the ICD-9 code 780.2 to identify patients with syncope were 0.63 (95% confidence interval [CI] 0.58-0.67), 0.98 (95% CI 0.98-0.99), 0.83 (95% CI 0.79-0.87) and 0.95 (95% CI 0.94-0.95), respectively. CONCLUSIONS The moderate sensitivity of ICD-9 code 780.2 should be considered when the code is used to identify patients with syncope through administrative databases.
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Affiliation(s)
- Ludovico Furlan
- Dipartimento di Medicina Interna, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122, Milan, Italy. .,Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy.
| | - Monica Solbiati
- Dipartimento di Medicina Interna, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122, Milan, Italy.,Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
| | - Veronica Pacetti
- Department of Biomedical Sciences, Humanitas University-Humanitas Research Hospital, Rozzano, Italy
| | - Franca Dipaola
- Department of Biomedical Sciences, Humanitas University-Humanitas Research Hospital, Rozzano, Italy
| | - Martino Meda
- Unità Operativa di Cardiologia, Istituto Scientifico Ospedale San Luca, Milan, Italy.,Università degli Studi di Milano-Bicocca, Milan, Italy
| | - Mattia Bonzi
- Dipartimento di Medicina Interna, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122, Milan, Italy.,Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
| | - Elisa Fiorelli
- Dipartimento di Medicina Interna, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122, Milan, Italy.,Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
| | - Giulia Cernuschi
- Dipartimento di Medicina Interna, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122, Milan, Italy.,Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
| | - Daniele Alberio
- Health Information Management, Humanitas Research Hospital, Rozzano, Italy
| | - Giovanni Casazza
- Dipartimento di Scienze Biomediche e Cliniche "L. Sacco", Università degli Studi di Milano, Milan, Italy
| | - Nicola Montano
- Dipartimento di Medicina Interna, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122, Milan, Italy.,Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milan, Italy
| | - Raffaello Furlan
- Department of Biomedical Sciences, Humanitas University-Humanitas Research Hospital, Rozzano, Italy
| | - Giorgio Costantino
- Dipartimento di Medicina Interna, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122, Milan, Italy
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Carandini T, Bozzano V, Scarpini E, Montano N, Solbiati M. Intensive versus standard lowering of blood pressure in the acute phase of intracranial haemorrhage: a systematic review and meta-analysis. Intern Emerg Med 2018; 13:95-105. [PMID: 28776173 DOI: 10.1007/s11739-017-1716-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Accepted: 07/24/2017] [Indexed: 12/16/2022]
Abstract
The optimal target of blood pressure (BP) in the acute phase of intracranial haemorrhage (ICH) is still controversial. Our aim was to evaluate safety and efficacy of intensive BP lowering compared to standard BP treatment in ICH. We conducted a systematic review and meta-analysis of all available randomized controlled trials recruiting patients with elevated BP in acute spontaneous ICH to intensive or standard BP-lowering treatment. Our primary outcomes were 3-month mortality, disability (modified Rankin Scale 3-5) and combined death or disability. Secondary outcomes were early neurological deterioration at 24 h, substantial haematoma enlargement within 24-72 h and 3-month non-fatal serious adverse events. We included six studies for a total of 4385 patients (mean age 62 years, 62.3% men). No differences were detected between the two treatment groups in 3-month mortality (RR = 0.99, 95% CI 0.83-1.17), disability (RR = 0.96, 95% CI 0.89-1.03) and combined death and disability (RR = 0.97, 95% CI 0.90-1.03). The rate of patients with early neurological deterioration, substantial haematoma enlargement and non-fatal serious adverse events was similar in the two treatment groups (RR = 1.03, 95% CI 0.88-1.19, RR = 0.85, 95% CI 0.70-1.03, RR = 1.07, 95% CI 0.90-1.28, respectively). An intensive BP control in the acute phase of ICH is not beneficial and should not be recommended. Therefore, the systolic BP target of less than 140 mmHg that is now suggested by guidelines needs to be reconsidered.
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Affiliation(s)
- Tiziana Carandini
- Department of Neurology, Università degli Studi di Milano, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Viviana Bozzano
- Department of Internal Medicine, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Università degli Studi di Milano, via Francesco Sforza 35, 20122, Milan, Italy.
| | - Elio Scarpini
- Department of Neurology, Università degli Studi di Milano, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Nicola Montano
- Department of Internal Medicine, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Università degli Studi di Milano, via Francesco Sforza 35, 20122, Milan, Italy
- Department of Emergency Medicine, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Università degli Studi di Milano, Milan, Italy
| | - Monica Solbiati
- Department of Internal Medicine, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Università degli Studi di Milano, via Francesco Sforza 35, 20122, Milan, Italy
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Farnham A, Kurz C, Öztürk MA, Solbiati M, Myllyntaus O, Meekes J, Pham TM, Paz C, Langiewicz M, Andrews S, Kanninen L, Agbemabiese C, Guler AT, Durieux J, Jasim S, Viessmann O, Frattini S, Yembergenova D, Benito CM, Porte M, Grangeray-Vilmint A, Curiel RP, Rehncrona C, Malas T, Esposito F, Hettne K. Early career researchers want Open Science. Genome Biol 2017; 18:221. [PMID: 29141654 PMCID: PMC5688730 DOI: 10.1186/s13059-017-1351-7] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Open Science is encouraged by the European Union and many other political and scientific institutions. However, scientific practice is proving slow to change. We propose, as early career researchers, that it is our task to change scientific research into open scientific research and commit to Open Science principles.
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Affiliation(s)
- Andrea Farnham
- Epidemiology, Biostatistics and Prevention Institute, University of Zurich, 8001, Zurich, Switzerland
| | - Christoph Kurz
- Institute of Health Economics and Health Care Management, Helmholtz Zentrum München, 85764, Oberschleissheim, Neuherberg, Germany. .,Institute for Medical Information Processing, Biometry and Epidemiology (IBE), Ludwig-Maximilians-Universität München, 81377, Munich, Germany.
| | - Mehmet Ali Öztürk
- Heidelberg Institute for Theoretical Studies, 69118, Heidelberg, Germany
| | - Monica Solbiati
- Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Università degli Studi di Milano, 20122, Milan, Italy
| | | | - Jordy Meekes
- Utrecht University School of Economics, Kriekenpitplein 21-22, 3584 EC, Utrecht, The Netherlands
| | - Tra My Pham
- University College London, London, NW3 2PF, UK
| | - Clara Paz
- Universitat de Barcelona, 08007, Barcelona, Spain
| | - Magda Langiewicz
- University Hospital Zurich, Faculty of Medicine, 8091, Zurich, Switzerland
| | | | | | - Chantal Agbemabiese
- Nagasaki University, Graduate School of Biomedical Sciences, Nagasaki, 852-8523, Japan
| | - Arzu Tugce Guler
- Center for Proteomics and Metabolomics, Leiden University Medical Center, 2333 ZA, Leiden, The Netherlands
| | - Jeffrey Durieux
- Leiden University, Faculty of Social and Behavioural Sciences, 2333 AK, Leiden, The Netherlands
| | - Sarah Jasim
- Faculty of Medicine, Imperial College London, London, SW7 2AZ, UK
| | | | | | | | | | - Marion Porte
- Université Pierre et Marie Curie, 75005, Paris, France
| | | | | | - Carin Rehncrona
- Lund University, Campus Helsingborg, 252 08, Helsingborg, Sweden
| | - Tareq Malas
- Leiden University Medical Center, 2333 ZA, Leiden, The Netherlands
| | | | - Kristina Hettne
- Leiden University Medical Center, 2333 ZA, Leiden, The Netherlands
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Tobaldini E, Colombo G, Solbiati M, Cogliati C, Morandi L, Pincherle A, Montano N. Cardiac autonomic control during sleep in patients with myotonic dystrophy type 1: the effects of comorbid obstructive sleep apnea. Sleep Med 2017; 39:32-37. [PMID: 29157585 DOI: 10.1016/j.sleep.2017.07.023] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Revised: 07/11/2017] [Accepted: 07/12/2017] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Myotonic dystrophy type 1 (DM1) is a hereditary myopathy characterized by an autosomal dominant inheritance with important cardiovascular and autonomic deregulation. DM1 patients have a high prevalence of obstructive sleep apnea (OSA), but the effects of this comorbidity on cardiovascular autonomic control (CAC) are unknown. The present study aimed to investigate CAC during sleep-wake cycle in DM1 patients, taking into account the effects of OSA comorbidity. METHOD Twenty-three patients with a diagnosis of DM1, and a control group, underwent a complete polysomnographic study (PSG). Electrocardiogram and respiration were extracted from PSG, divided according to the sleep stages, and analyzed using spectral analysis (SpA) of heart rate variability (HRV). SpA identified three components: very low frequency (VLF), low frequency (LF), a marker of sympathetic modulation, and high frequency (HF), a marker of vagal modulation. RESULTS The results showed that in DM1 patients, the sympathovagal balance shifted towards a vagal predominance during non-rapid eye movement (NREM) sleep and a sympathetic predominance during rapid eye movement (REM) sleep. Second, this preserved cardiac autonomic modulation was not affected by the comorbidity with obstructive sleep apnea syndrome (OSAS). Third, in DM1 patients, OSAS comorbidity was associated with a reduction in HRV during the whole sleep-wake cycle. Lastly, in DM1 patients with OSA, cardiorespiratory coupling was reduced compared to controls. CONCLUSIONS DM1 patients had preserved cardiac autonomic dynamics during NREM and REM sleep, and this phenomenon was not affected by the presence of OSA. However, the comorbidity with OSA was characterized by a reduction in total HRV, which is a marker of the ability of autonomic control to respond to stressors stimuli.
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Affiliation(s)
- Eleonora Tobaldini
- Department of Internal Medicine, Fondazione IRCSS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy; Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
| | - Giorgio Colombo
- Department of Internal Medicine, Fondazione IRCSS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy; Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
| | - Monica Solbiati
- Department of Internal Medicine, Fondazione IRCSS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy; Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
| | - Chiara Cogliati
- Department of Internal Medicine, ASST Fatebenefratelli-Sacco, Milan, Italy
| | - Lucia Morandi
- Neuromuscular Disorders Unit, Neurological Institute Foundation Carlo Besta, Milan, Italy
| | - Alessandro Pincherle
- Clinical Epileptology and Experimental Neurophysiology Unit, Neurological Institute Foundation Carlo Besta, Milan, Italy; Department of Clinical Neurosciences, Acute Neurorehabilitation Unit, University Hospital CHUV, Lausanne, Switzerland
| | - Nicola Montano
- Department of Internal Medicine, Fondazione IRCSS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy; Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy.
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46
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Furlan L, Graziadei G, Colombo G, Forzenigo LV, Solbiati M. K. pneumoniae liver abscess following deferoxamine subcutaneous self-injection. Am J Hematol 2017; 92:480-481. [PMID: 28188653 DOI: 10.1002/ajh.24675] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2016] [Revised: 01/31/2017] [Accepted: 02/03/2017] [Indexed: 12/29/2022]
Affiliation(s)
- Ludovico Furlan
- Dipartimento di Medicina Interna e Specializzazioni Mediche, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milano, Italy
- Dipartimento di Scienze Cliniche e di ComunitàUniversità degli Studi di MilanoMilano Italy
| | - Giovanna Graziadei
- Centro Anemie Congenite, Dipartimento di Medicina Interna e Specializzazioni MedicheFondazione IRCCS Ca' Granda, Ospedale Maggiore PoliclinicoMilano Italy
| | - Giulia Colombo
- Dipartimento di Medicina Interna e Specializzazioni Mediche, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milano, Italy
- Dipartimento di Scienze Cliniche e di ComunitàUniversità degli Studi di MilanoMilano Italy
| | - Laura Virginia Forzenigo
- Dipartimento di RadiologiaFondazione IRCCS Ca' Granda, Ospedale Maggiore PoliclinicoMilano Italy
| | - Monica Solbiati
- Dipartimento di Medicina Interna e Specializzazioni Mediche, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milano, Italy
- Dipartimento di Scienze Cliniche e di ComunitàUniversità degli Studi di MilanoMilano Italy
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47
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Tobaldini E, Costantino G, Solbiati M, Cogliati C, Kara T, Nobili L, Montano N. Sleep, sleep deprivation, autonomic nervous system and cardiovascular diseases. Neurosci Biobehav Rev 2017; 74:321-329. [DOI: 10.1016/j.neubiorev.2016.07.004] [Citation(s) in RCA: 260] [Impact Index Per Article: 37.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2016] [Revised: 06/30/2016] [Accepted: 07/06/2016] [Indexed: 12/29/2022]
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48
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Solbiati M, Casazza G, Dipaola F, Barbic F, Caldato M, Montano N, Furlan R, Sheldon RS, Costantino G. The diagnostic yield of implantable loop recorders in unexplained syncope: A systematic review and meta-analysis. Int J Cardiol 2017; 231:170-176. [DOI: 10.1016/j.ijcard.2016.12.128] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2016] [Revised: 11/27/2016] [Accepted: 12/16/2016] [Indexed: 01/12/2023]
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49
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Solbiati M, Casazza G, Dipaola F, Sheldon RS, Costantino G. Cochrane corner: implantable loop recorder versus conventional workup for unexplained recurrent syncope. Heart 2016; 102:1862-1863. [PMID: 27836945 DOI: 10.1136/heartjnl-2016-309980] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Affiliation(s)
- Monica Solbiati
- Dipartimento di Medicina Interna e Specializzazioni Mediche, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milano, Italy.,Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milano, Italy
| | - Giovanni Casazza
- Dipartimento di Scienze Biomediche e Cliniche 'L. Sacco', Università degli Studi di Milano, Milano, Italy
| | - Franca Dipaola
- Department of Biomedical Sciences, Humanitas University-Humanitas Research Hospital, Rozzano, Italy
| | - Robert S Sheldon
- Department of Cardiac Sciences, University of Calgary, Calgary, Canada
| | - Giorgio Costantino
- Dipartimento di Medicina Interna e Specializzazioni Mediche, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milano, Italy
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50
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Silva FC, Paiva FA, Müller-Ribeiro FC, Caldeira HMA, Fontes MAP, de Menezes RCA, Casali KR, Fortes GH, Tobaldini E, Solbiati M, Montano N, Dias Da Silva VJ, Chianca DA. Chronic Treatment with Ivabradine Does Not Affect Cardiovascular Autonomic Control in Rats. Front Physiol 2016; 7:305. [PMID: 27507948 PMCID: PMC4960883 DOI: 10.3389/fphys.2016.00305] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2016] [Accepted: 07/06/2016] [Indexed: 12/05/2022] Open
Abstract
A low resting heart rate (HR) would be of great benefit in cardiovascular diseases. Ivabradine—a novel selective inhibitor of hyperpolarization-activated cyclic nucleotide gated (HCN) channels- has emerged as a promising HR lowering drug. Its effects on the autonomic HR control are little known. This study assessed the effects of chronic treatment with ivabradine on the modulatory, reflex and tonic cardiovascular autonomic control and on the renal sympathetic nerve activity (RSNA). Male Wistar rats were divided in 2 groups, receiving intraperitoneal injections of vehicle (VEH) or ivabradine (IVA) during 7 or 8 consecutive days. Rats were submitted to vessels cannulation to perform arterial blood pressure (AP) and HR recordings in freely moving rats. Time series of resting pulse interval and systolic AP were used to measure cardiovascular variability parameters. We also assessed the baroreflex, chemoreflex and the Bezold-Jarish reflex sensitivities. To better evaluate the effects of ivabradine on the autonomic control of the heart, we performed sympathetic and vagal autonomic blockade. As expected, ivabradine-treated rats showed a lower resting (VEH: 362 ± 16 bpm vs. IVA: 260 ± 14 bpm, p = 0.0005) and intrinsic HR (VEH: 369 ± 9 bpm vs. IVA: 326 ± 11 bpm, p = 0.0146). However, the chronic treatment with ivabradine did not change normalized HR spectral parameters LF (nu) (VEH: 24.2 ± 4.6 vs. IVA: 29.8 ± 6.4; p > 0.05); HF (nu) (VEH: 75.1 ± 3.7 vs. IVA: 69.2 ± 5.8; p > 0.05), any cardiovascular reflexes, neither the tonic autonomic control of the HR (tonic sympathovagal index; VEH: 0.91± 0.02 vs. IVA: 0.88 ± 0.03, p = 0.3494). We performed the AP, HR and RSNA recordings in urethane-anesthetized rats. The chronic treatment with ivabradine reduced the resting HR (VEH: 364 ± 12 bpm vs. IVA: 207 ± 11 bpm, p < 0.0001), without affecting RSNA (VEH: 117 ± 16 vs. IVA: 120 ± 9 spikes/s, p = 0.9100) and mean arterial pressure (VEH: 70 ± 4 vs. IVA: 77 ± 6 mmHg, p = 0.3293). Our results suggest that, in health rats, the long-term treatment with ivabradine directly reduces the HR without changing the RSNA modulation and the reflex and tonic autonomic control of the heart.
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Affiliation(s)
- Fernanda C Silva
- Laboratory of Cardiovascular Physiology, Department of Biological Sciences, Institute of Exact and Biological Sciences, Federal University of Ouro PretoOuro Preto, Brazil; Graduate Program in Biological Sciences - CBIOL/NUPEB, Federal University of Ouro PretoOuro Preto, Brazil
| | - Franciny A Paiva
- Laboratory of Cardiovascular Physiology, Department of Biological Sciences, Institute of Exact and Biological Sciences, Federal University of Ouro PretoOuro Preto, Brazil; Graduate Program in Biological Sciences - CBIOL/NUPEB, Federal University of Ouro PretoOuro Preto, Brazil
| | - Flávia C Müller-Ribeiro
- Laboratory of Hypertension, Institute of Biological Sciences, Department of Physiology and Biophysics, Federal University of Minas Gerais Belo Horizonte, Brazil
| | - Henrique M A Caldeira
- Laboratory of Cardiovascular Physiology, Department of Biological Sciences, Institute of Exact and Biological Sciences, Federal University of Ouro Preto Ouro Preto, Brazil
| | - Marco A P Fontes
- Laboratory of Hypertension, Institute of Biological Sciences, Department of Physiology and Biophysics, Federal University of Minas Gerais Belo Horizonte, Brazil
| | - Rodrigo C A de Menezes
- Laboratory of Cardiovascular Physiology, Department of Biological Sciences, Institute of Exact and Biological Sciences, Federal University of Ouro PretoOuro Preto, Brazil; Graduate Program in Biological Sciences - CBIOL/NUPEB, Federal University of Ouro PretoOuro Preto, Brazil
| | - Karina R Casali
- Laboratory of Biomedical Engineering, Institute of Science and Technology, Federal University of São Paulo São José dos Campos, Brazil
| | | | - Eleonora Tobaldini
- Department of Clinical Sciences and Community Health, IRCCS Ca' Granda Foundation, Ospedale Maggiore Policlinico, University of Milan Milan, Italy
| | - Monica Solbiati
- Department of Clinical Sciences and Community Health, IRCCS Ca' Granda Foundation, Ospedale Maggiore Policlinico, University of Milan Milan, Italy
| | - Nicola Montano
- Department of Clinical Sciences and Community Health, IRCCS Ca' Granda Foundation, Ospedale Maggiore Policlinico, University of Milan Milan, Italy
| | - Valdo J Dias Da Silva
- Department of Physiology, Institute of Biological and Natural Sciences, Federal University of Triângulo Mineiro Uberaba, Brazil
| | - Deoclécio A Chianca
- Laboratory of Cardiovascular Physiology, Department of Biological Sciences, Institute of Exact and Biological Sciences, Federal University of Ouro PretoOuro Preto, Brazil; Graduate Program in Biological Sciences - CBIOL/NUPEB, Federal University of Ouro PretoOuro Preto, Brazil
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