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Spoto S, Basili S, Cangemi R, Yuste JR, Lucena F, Romiti GF, Raparelli V, Argemi J, D’Avanzo G, Locorriere L, Masini F, Calarco R, Testorio G, Spiezia S, Ciccozzi M, Angeletti S. A Focus on the Pathophysiology of Adrenomedullin Expression: Endothelitis and Organ Damage in Severe Viral and Bacterial Infections. Cells 2024; 13:892. [PMID: 38891025 PMCID: PMC11172186 DOI: 10.3390/cells13110892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 05/03/2024] [Accepted: 05/15/2024] [Indexed: 06/20/2024] Open
Abstract
Adrenomedullin (ADM) is a peptide hormone produced primarily in the adrenal glands, playing a crucial role in various physiological processes. As well as improving vascular integrity and decreasing vascular permeability, ADM acts as a vasodilator, positive inotrope, diuretic, natriuretic and bronchodilator, antagonizing angiotensin II by inhibiting aldosterone secretion. ADM also has antihypertrophic, anti-apoptotic, antifibrotic, antioxidant, angiogenic and immunoregulatory effects and antimicrobial properties. ADM expression is upregulated by hypoxia, inflammation-inducing cytokines, viral or bacterial substances, strength of shear stress, and leakage of blood vessels. These pathological conditions are established during systemic inflammation that can result from infections, surgery, trauma/accidents or burns. The ability to rapidly identify infections and the prognostic, predictive power makes it a valuable tool in severe viral and bacterial infections burdened by high incidence and mortality. This review sheds light on the pathophysiological processes that in severe viral or bacterial infections cause endothelitis up to the development of organ damage, the resulting increase in ADM levels dosed through its more stable peptide mid-regional proadrenomedullin (MR-proADM), the most significant studies that attest to its diagnostic and prognostic accuracy in highlighting the severity of viral or bacterial infections and appropriate therapeutic insights.
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Affiliation(s)
- Silvia Spoto
- Diagnostic and Therapeutic Medicine Department, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Rome, Italy; (G.D.); (L.L.); (F.M.); (R.C.); (G.T.); (S.S.)
| | - Stefania Basili
- Department of Translational and Precision Medicine, Sapienza University, Viale dell’Università, 30, 00185 Rome, Italy; (S.B.); (R.C.); (V.R.)
| | - Roberto Cangemi
- Department of Translational and Precision Medicine, Sapienza University, Viale dell’Università, 30, 00185 Rome, Italy; (S.B.); (R.C.); (V.R.)
| | - José Ramón Yuste
- Division of Infectious Diseases, Faculty of Medicine, Clinica Universidad de Navarra, University of Navarra, Avda. Pío XII, 36, 31008 Pamplona, Spain;
- Department of Internal Medicine, Faculty of Medicine, Clinica Universidad de Navarra, University of Navarra, Avda. Pío XII, 36, 31008 Pamplona, Spain
| | - Felipe Lucena
- Departamento de Medicina Interna, Clinica Universidad de Navarra, Avda. Pío XII, 36, 31008 Pamplona, Spain; (F.L.); (J.A.)
| | - Giulio Francesco Romiti
- Department of Translational and Precision Medicine, Sapienza University, Viale dell’Università, 30, 00185 Rome, Italy; (S.B.); (R.C.); (V.R.)
| | - Valeria Raparelli
- Department of Translational and Precision Medicine, Sapienza University, Viale dell’Università, 30, 00185 Rome, Italy; (S.B.); (R.C.); (V.R.)
| | - Josepmaria Argemi
- Departamento de Medicina Interna, Clinica Universidad de Navarra, Avda. Pío XII, 36, 31008 Pamplona, Spain; (F.L.); (J.A.)
| | - Giorgio D’Avanzo
- Diagnostic and Therapeutic Medicine Department, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Rome, Italy; (G.D.); (L.L.); (F.M.); (R.C.); (G.T.); (S.S.)
| | - Luciana Locorriere
- Diagnostic and Therapeutic Medicine Department, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Rome, Italy; (G.D.); (L.L.); (F.M.); (R.C.); (G.T.); (S.S.)
| | - Francesco Masini
- Diagnostic and Therapeutic Medicine Department, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Rome, Italy; (G.D.); (L.L.); (F.M.); (R.C.); (G.T.); (S.S.)
| | - Rodolfo Calarco
- Diagnostic and Therapeutic Medicine Department, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Rome, Italy; (G.D.); (L.L.); (F.M.); (R.C.); (G.T.); (S.S.)
| | - Giulia Testorio
- Diagnostic and Therapeutic Medicine Department, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Rome, Italy; (G.D.); (L.L.); (F.M.); (R.C.); (G.T.); (S.S.)
| | - Serenella Spiezia
- Diagnostic and Therapeutic Medicine Department, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Rome, Italy; (G.D.); (L.L.); (F.M.); (R.C.); (G.T.); (S.S.)
| | - Massimo Ciccozzi
- Unit of Medical Statistics and Molecular Epidemiology, Università Campus Bio-Medico di Roma, 00128 Rome, Italy;
| | - Silvia Angeletti
- Unit of Laboratory, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Rome, Italy;
- Research Unit of Clinical Laboratory Science, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Rome, Italy
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2
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Pipitò L, Puccio R, Marrali D, Mancuso A, Gagliano MC, Gaudiano R, Piccione M, Iaria C, Cascio A. Sepsis in Patients Hospitalized in Sicily, Italy, over the Period of 2016-2020: A Retrospective Study. J Clin Med 2024; 13:2239. [PMID: 38673512 PMCID: PMC11050972 DOI: 10.3390/jcm13082239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 04/06/2024] [Accepted: 04/09/2024] [Indexed: 04/28/2024] Open
Abstract
Background: Epidemiological data regarding the incidence and mortality of sepsis are scarcely available. The present study aimed to delineate the epidemiology of sepsis and related mortality among patients hospitalized in Sicily, Italy. Methods: Data on the discharge forms of all patients with sepsis in all Sicilian hospitals from January 2016 to December 2020 were retrospectively collected. Results: In Sicily, 15,373 hospitalizations associated with sepsis occurred from 2016 to 2020, with an overall in-hospital mortality rate of 36.3%. The percentage of hospitalizations associated with sepsis represented 0.65% of all admissions, with an increase over the years. Most patients were admitted to non-surgical and non-infectious disease units, accounting for 50.3% of total admissions. Stratification of patients according to age, intensive care unit (ICU) admission, and presence of septic shock revealed variations in in-hospital mortality rates. Among adult ICU-admitted patients with septic shock, mortality was highest at 81.0%, followed by non-ICU adult patients with septic shock (63.5%), ICU pediatric patients with septic shock (56.7%), ICU adult patients without septic shock (43.9%), non-ICU pediatric patients with septic shock (37.9%), non-ICU adult patients without septic shock (17.9%), ICU pediatric patients without septic shock (10.4%), and non-ICU pediatric patients without septic shock (1%).
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Affiliation(s)
- Luca Pipitò
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties “G D’Alessandro”, University of Palermo, 90133 Palermo, Italy; (L.P.)
- Infectious and Tropical Disease Unit, Sicilian Regional Reference Center for the Fight against AIDS, AOU Policlinico “P. Giaccone”, 90127 Palermo, Italy
| | - Romano Puccio
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties “G D’Alessandro”, University of Palermo, 90133 Palermo, Italy; (L.P.)
- Infectious and Tropical Disease Unit, Sicilian Regional Reference Center for the Fight against AIDS, AOU Policlinico “P. Giaccone”, 90127 Palermo, Italy
| | - Domenico Marrali
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties “G D’Alessandro”, University of Palermo, 90133 Palermo, Italy; (L.P.)
- Infectious and Tropical Disease Unit, Sicilian Regional Reference Center for the Fight against AIDS, AOU Policlinico “P. Giaccone”, 90127 Palermo, Italy
| | - Alessandro Mancuso
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties “G D’Alessandro”, University of Palermo, 90133 Palermo, Italy; (L.P.)
- Infectious and Tropical Disease Unit, Sicilian Regional Reference Center for the Fight against AIDS, AOU Policlinico “P. Giaccone”, 90127 Palermo, Italy
| | - Maria Chiara Gagliano
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties “G D’Alessandro”, University of Palermo, 90133 Palermo, Italy; (L.P.)
- Infectious and Tropical Disease Unit, Sicilian Regional Reference Center for the Fight against AIDS, AOU Policlinico “P. Giaccone”, 90127 Palermo, Italy
| | - Roberta Gaudiano
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties “G D’Alessandro”, University of Palermo, 90133 Palermo, Italy; (L.P.)
- Infectious and Tropical Disease Unit, Sicilian Regional Reference Center for the Fight against AIDS, AOU Policlinico “P. Giaccone”, 90127 Palermo, Italy
| | - Manfredi Piccione
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties “G D’Alessandro”, University of Palermo, 90133 Palermo, Italy; (L.P.)
- Infectious and Tropical Disease Unit, Sicilian Regional Reference Center for the Fight against AIDS, AOU Policlinico “P. Giaccone”, 90127 Palermo, Italy
| | - Chiara Iaria
- Infectious Diseases Unit, ARNAS Civico-Di Cristina-Benfratelli Hospital, 90127 Palermo, Italy
| | - Antonio Cascio
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties “G D’Alessandro”, University of Palermo, 90133 Palermo, Italy; (L.P.)
- Infectious and Tropical Disease Unit, Sicilian Regional Reference Center for the Fight against AIDS, AOU Policlinico “P. Giaccone”, 90127 Palermo, Italy
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3
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Spoto S, Basili S, Cangemi R, D’Avanzo G, Lupoi DM, Romiti GF, Argemi J, Yuste JR, Lucena F, Locorriere L, Masini F, Testorio G, Calarco R, Fogolari M, Francesconi M, Battifoglia G, Costantino S, Angeletti S. Mid-Regional Pro-Adrenomedullin Can Predict Organ Failure and Prognosis in Sepsis? Int J Mol Sci 2023; 24:17429. [PMID: 38139258 PMCID: PMC10743785 DOI: 10.3390/ijms242417429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 11/30/2023] [Accepted: 12/04/2023] [Indexed: 12/24/2023] Open
Abstract
Sepsis causes immune dysregulation and endotheliitis, with an increase in mid-regional pro-adrenomedullin (MR-proADM). The aim of the study is to determine an MR-proADM value that, in addition to clinical diagnosis, can identify patients with localized infection or those with sepsis/septic shock, with specific organ damage or with the need for intensive care unit (ICU) transfer and prognosis. The secondary aim is to correlate the MR-proADM value with the length of stay (LOS). In total, 301 subjects with sepsis (124/301 with septic shock) and 126 with localized infection were retrospectively included. In sepsis, MR-proADM ≥ 3.39 ng/mL identified acute kidney injury (AKI); ≥2.99 ng/mL acute respiratory distress syndrome (ARDS); ≥2.28 ng/mL acute heart failure (AHF); ≥2.55 ng/mL Glascow Coma Scale (GCS) < 15; ≥3.38 multi-organ involvement; ≥3.33 need for ICU transfer; ≥2.0 Sequential Organ Failure Assessment (SOFA) score ≥ 2; and ≥3.15 ng/mL non-survivors. The multivariate analysis showed that MR-proADM ≥ 2 ng/mL correlates with AKI, anemia and SOFA score ≥ 2, and MR-proADM ≥ 3 ng/mL correlates with AKI, GCS < 15 and SOFA score ≥ 2. A correlation between mortality and AKI, GCS < 15, ICU transfer and cathecolamine administration was found. In localized infection, MR-proADM at admission ≥ 1.44 ng/mL identified patients with AKI; ≥1.0 ng/mL with AHF; and ≥1.44 ng/mL with anemia and SOFA score ≥ 2. In the multivariate analysis, MR-proADM ≥ 1.44 ng/mL correlated with AKI, anemia, SOFA score ≥ 2 and AHF. MR-proADM is a marker of oxidative stress due to an infection, reflecting severity proportionally to organ damage.
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Affiliation(s)
- Silvia Spoto
- Diagnostic and Therapeutic Medicine Department, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (G.D.); (D.M.L.); (L.L.); (F.M.); (G.T.); (R.C.); (G.B.); (S.C.)
| | - Stefania Basili
- Department of Translational and Precision Medicine, Sapienza University, Viale dell’Università, 30, 00185 Rome, Italy; (S.B.); (R.C.); (G.F.R.)
| | - Roberto Cangemi
- Department of Translational and Precision Medicine, Sapienza University, Viale dell’Università, 30, 00185 Rome, Italy; (S.B.); (R.C.); (G.F.R.)
| | - Giorgio D’Avanzo
- Diagnostic and Therapeutic Medicine Department, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (G.D.); (D.M.L.); (L.L.); (F.M.); (G.T.); (R.C.); (G.B.); (S.C.)
| | - Domenica Marika Lupoi
- Diagnostic and Therapeutic Medicine Department, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (G.D.); (D.M.L.); (L.L.); (F.M.); (G.T.); (R.C.); (G.B.); (S.C.)
| | - Giulio Francesco Romiti
- Department of Translational and Precision Medicine, Sapienza University, Viale dell’Università, 30, 00185 Rome, Italy; (S.B.); (R.C.); (G.F.R.)
| | - Josepmaria Argemi
- Departamento de Medicina Interna, Clinica Universidad de Navarra, Avda. Pío XII, 36, 31008 Pamplona, Spain; (J.A.); (F.L.)
| | - José Ramón Yuste
- Division of Infectious Diseases, Faculty of Medicine, University of Navarra, Clinica Universidad de Navarra, Avda. Pío XII, 36, 31008 Pamplona, Spain;
- Department of Internal Medicine, Faculty of Medicine, University of Navarra, Clinica Universidad de Navarra, Avda. Pío XII, 36, 31008 Pamplona, Spain
| | - Felipe Lucena
- Departamento de Medicina Interna, Clinica Universidad de Navarra, Avda. Pío XII, 36, 31008 Pamplona, Spain; (J.A.); (F.L.)
| | - Luciana Locorriere
- Diagnostic and Therapeutic Medicine Department, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (G.D.); (D.M.L.); (L.L.); (F.M.); (G.T.); (R.C.); (G.B.); (S.C.)
| | - Francesco Masini
- Diagnostic and Therapeutic Medicine Department, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (G.D.); (D.M.L.); (L.L.); (F.M.); (G.T.); (R.C.); (G.B.); (S.C.)
| | - Giulia Testorio
- Diagnostic and Therapeutic Medicine Department, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (G.D.); (D.M.L.); (L.L.); (F.M.); (G.T.); (R.C.); (G.B.); (S.C.)
| | - Rodolfo Calarco
- Diagnostic and Therapeutic Medicine Department, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (G.D.); (D.M.L.); (L.L.); (F.M.); (G.T.); (R.C.); (G.B.); (S.C.)
| | - Marta Fogolari
- Unit of Laboratory, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (M.F.); (M.F.); (S.A.)
- Research Unit of Clinical Laboratory Science, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Roma, Italy
| | - Maria Francesconi
- Unit of Laboratory, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (M.F.); (M.F.); (S.A.)
- Research Unit of Clinical Laboratory Science, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Roma, Italy
| | - Giulia Battifoglia
- Diagnostic and Therapeutic Medicine Department, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (G.D.); (D.M.L.); (L.L.); (F.M.); (G.T.); (R.C.); (G.B.); (S.C.)
| | - Sebastiano Costantino
- Diagnostic and Therapeutic Medicine Department, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (G.D.); (D.M.L.); (L.L.); (F.M.); (G.T.); (R.C.); (G.B.); (S.C.)
| | - Silvia Angeletti
- Unit of Laboratory, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (M.F.); (M.F.); (S.A.)
- Research Unit of Clinical Laboratory Science, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Roma, Italy
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Mirijello A, Fontana A, Greco AP, Tosoni A, D’Agruma A, Labonia M, Copetti M, Piscitelli P, De Cosmo S. Identifying Predictors Associated with Risk of Death or Admission to Intensive Care Unit in Internal Medicine Patients with Sepsis: A Comparison of Statistical Models and Machine Learning Algorithms. Antibiotics (Basel) 2023; 12:925. [PMID: 37237828 PMCID: PMC10215570 DOI: 10.3390/antibiotics12050925] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2023] [Revised: 05/15/2023] [Accepted: 05/16/2023] [Indexed: 05/28/2023] Open
Abstract
Background: Sepsis is a time-dependent disease: the early recognition of patients at risk for poor outcome is mandatory. Aim: To identify prognostic predictors of the risk of death or admission to intensive care units in a consecutive sample of septic patients, comparing different statistical models and machine learning algorithms. Methods: Retrospective study including 148 patients discharged from an Italian internal medicine unit with a diagnosis of sepsis/septic shock and microbiological identification. Results: Of the total, 37 (25.0%) patients reached the composite outcome. The sequential organ failure assessment (SOFA) score at admission (odds ratio (OR): 1.83; 95% confidence interval (CI): 1.41-2.39; p < 0.001), delta SOFA (OR: 1.64; 95% CI: 1.28-2.10; p < 0.001), and the alert, verbal, pain, unresponsive (AVPU) status (OR: 5.96; 95% CI: 2.13-16.67; p < 0.001) were identified through the multivariable logistic model as independent predictors of the composite outcome. The area under the receiver operating characteristic curve (AUC) was 0.894; 95% CI: 0.840-0.948. In addition, different statistical models and machine learning algorithms identified further predictive variables: delta quick-SOFA, delta-procalcitonin, mortality in emergency department sepsis, mean arterial pressure, and the Glasgow Coma Scale. The cross-validated multivariable logistic model with the least absolute shrinkage and selection operator (LASSO) penalty identified 5 predictors; and recursive partitioning and regression tree (RPART) identified 4 predictors with higher AUC (0.915 and 0.917, respectively); the random forest (RF) approach, including all evaluated variables, obtained the highest AUC (0.978). All models' results were well calibrated. Conclusions: Although structurally different, each model identified similar predictive covariates. The classical multivariable logistic regression model was the most parsimonious and calibrated one, while RPART was the easiest to interpret clinically. Finally, LASSO and RF were the costliest in terms of number of variables identified.
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Affiliation(s)
- Antonio Mirijello
- Department of Medical Sciences, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, Italy; (A.P.G.); (A.D.); (P.P.); (S.D.C.)
| | - Andrea Fontana
- Unit of Biostatistics, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, Italy; (A.F.); (M.C.)
| | - Antonio Pio Greco
- Department of Medical Sciences, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, Italy; (A.P.G.); (A.D.); (P.P.); (S.D.C.)
| | - Alberto Tosoni
- Department of Internal Medicine and Gastroenterology, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, 00168 Rome, Italy;
| | - Angelo D’Agruma
- Department of Medical Sciences, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, Italy; (A.P.G.); (A.D.); (P.P.); (S.D.C.)
| | - Maria Labonia
- Unit of Microbiology, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, Italy;
| | - Massimiliano Copetti
- Unit of Biostatistics, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, Italy; (A.F.); (M.C.)
| | - Pamela Piscitelli
- Department of Medical Sciences, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, Italy; (A.P.G.); (A.D.); (P.P.); (S.D.C.)
| | - Salvatore De Cosmo
- Department of Medical Sciences, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, Italy; (A.P.G.); (A.D.); (P.P.); (S.D.C.)
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