Monica Rizzo

Dr. Monica Rizzo

Istituto Mediterraneo per i Trapianti e Terapie ad Alta Specializzazione, Palermo, Sicilia, Italy
orcid
Biostatistician and Clinical Research Coordinator

Research Focus & Metrics

Academic Career Length

14Years (2013-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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8 November 2023 in American Journal of Respiratory and Critical Care Medicine
Verified
Journal Article
Closed access
GMGennaro Martucci
Gennaro Martucci
MGMarco Giani
Marco Giani
MSMatthieu Schmidt
Matthieu Schmidt
KTKenichi Tanaka
Kenichi Tanaka
ATAli Tabatabai
Ali Tabatabai
I(International ECMO Network (ECMONet)
International ECMO Network (ECMONet)
Definitive guidelines for anticoagulation management during veno-venous extracorporeal membrane oxygenation (VV ECMO) are lacking, while bleeding complications continue to pose major challenges. To describe anticoagulation modalities and bleeding events in adults receiving VV ECMO. International prospective observational study in 41 centers, from December 2018 to February 2021. Anticoagulation was recorded daily in terms of type, dosage, and monitoring strategy. Bleeding events were reported according to site, severity, and impact on mortality. The study cohort included 652 patients, and 8471 days on ECMO were analyzed. Unfractionated heparin (UFH) was the initial anticoagulant in 77% of patients, and the most used anticoagulant during the ECMO course (6221 days, 73%). Activated partial thromboplastin time (aPTT) was the most common test for monitoring coagulation (86% of days): the median value was 52 seconds (39-61), but dropped by 5.3 seconds after the first bleeding event (95% CI -7.4 to -3.2, p< 0.01). Bleeding occurred on 1202 days (16.5 %). Overall, 342 patients (52.5 %) experienced at least one bleeding event (one episode every 215 hours on ECMO), of which 10 (1.6%) were fatal. In a multiple penalized Cox proportional hazard model, higher aPTT was a potentially modifiable risk factor for the first episode of bleeding (for 20 seconds increase, hazard ratio 1.07). Anticoagulation during VV ECMO was a dynamic process, with frequent stopping in cases of bleeding, and restart according to the clinical picture. Future studies might explore lower aPTT targets to reduce the risk of bleeding.

11 October 2022 in The Lancet Respiratory Medicine
Verified
Journal Article
Closed access
GMGennaro Martucci
Gennaro Martucci
MSMatthieu Schmidt
Matthieu Schmidt
CACara Agerstrand
Cara Agerstrand
ATAli Tabatabai
Ali Tabatabai
FTFabio Tuzzolino
Fabio Tuzzolino
GMGraeme Maclaren
Graeme Maclaren

22 April 2022 in Respiration
Verified
Journal Article
Open access
PDF file
LPLucilla Piccari
Lucilla Piccari
SWStephen John Wort
Stephen John Wort
FMFederica Meloni
Federica Meloni
Monica RizzoMonica Rizzo
Monica Rizzo
LPLaura C. Price
Laura C. Price
OIon behalf of the REHAR Registry Investigators
on behalf of the REHAR Registry Investigators
Background: The impact of the new “borderline” hemodynamic class for pulmonary hypertension (PH) (mean pulmonary artery pressure [mPAP], 21–24 mm Hg and pulmonary vascular resistance, [PVR], ≥3 wood units, [WU]) in chronic obstructive pulmonary disease (COPD) and interstitial lung disease (ILD) is unclear. Objectives: The aim of this study was to assess the effect of borderline PH (BLPH) on survival in COPD and ILD patients. Method: Survival was analyzed from retrospective data from 317 patients in 12 centers (Italy, Spain, UK) comparing four hemodynamic groups: the absence of PH (NoPH; mPAP <21 mm Hg or 21–24 mm Hg and PVR <3 WU), BLPH (mPAP 21–24 mm Hg and PVR ≥3 WU), mild-moderate PH (MPH; mPAP 25–35 mm Hg and cardiac index [CI] ≥2 L/min/m2), and severe PH (SPH; mPAP ≥35 mm Hg or mPAP ≥25 mm Hg and CI <2 L/min/m2). Results: BLPH affected 14% of patients; hemodynamic severity did not predict survival when COPD and ILD patients were analyzed together. However, survival in the ILD cohort for any PH level was worse than in NoPH (3-year survival: NoPH 58%, BLPH 32%, MPH 28%, SPH 33%, p = 0.002). In the COPD cohort, only SPH had reduced survival compared to the other groups (3-year survival: NoPH 82%, BLPH 86%, MPH 87%, SPH 57%, p = 0.005). The mortality risk correlated significantly with mPAP in ILD (hazard ratio [HR]: 2.776, 95% CI: 2.057–3.748, p < 0.001) and notably less in COPD patients (HR: 1.015, 95% CI: 1.003–1.027, p = 0.0146). Conclusions: In ILD, any level of PH portends worse survival, while in COPD, only SPH presents a worse outcome.

VMValentina Marchese
Valentina Marchese
DCDaniele Di Carlo
Daniele Di Carlo
GFGaetano Fazio
Gaetano Fazio
SGSanti Mauro Gioè
Santi Mauro Gioè
ALAngelo Luca
Angelo Luca
GMGiuseppina Di Martino
Giuseppina Di Martino
Endoscopes are medical instruments that are used routinely in health structures. Due to their invasive nature and contact with many patients, they may cause hospital-acquired infections if not disinfected correctly. To ensure a high-level disinfection procedure or reprocessing, since the methods currently adopted in our institute are adequate, we evaluated retrospectively the presence of microorganisms in our endoscopes after reprocessing. Microbiological surveillance was performed from January 2016 to December 2019 in the instruments in use in our endoscopic room after reprocessing. In total, 35 endoscopes (3 duodenoscopes, 3 echoendoscopes, 12 bronchoscopes, 5 colonoscopes, and 12 gastroscopes) were evaluated for the presence of microorganisms, including multidrug-resistant pathogens and indicator microorganisms (IMOs). Our procedures were in agreement with an internal protocol based on Italian, international, and the Center for Disease Control and Prevention (CDC) recommendations. Of a total of 811 samples, 799 (98.5%) complied with the regulatory guidelines, while 9 (1.1%) were positive for IMOs, and 3 (0.4%) displayed more than 10 colony-forming units (CFU) of environmental and commensal pathogens. Our results show that the internal reprocessing protocol is very efficient, leading to a very low number of observed contaminations, and it could be easily implemented by other health facilities that face a huge number of hospital-acquired infections due to incorrectly disinfected endoscopes.

19 February 2025 in Life
Verified
Journal Article
Open access
PDF file
Duilio PaganoDuilio Pagano
Duilio Pagano
Vincenza BarresiVincenza Barresi
Vincenza Barresi
ATAlessandro Tropea
Alessandro Tropea
Antonio GalvanoAntonio Galvano
Antonio Galvano
Viviana BazanViviana Bazan
Viviana Bazan
MPMarco Peluso
Marco Peluso
Metastatic colorectal cancer (mCRC) is a severe condition with high rates of illness and death. Current treatments are limited and not always effective because the cancer responds differently to drugs in different patients. This research aims to use artificial intelligence (AI) to improve treatment by predicting which therapies will work best for individual patients. By analyzing large sets of patient data and using machine learning, we hope to create a model that can identify which patients will respond to chemotherapy, either alone or combined with other targeted treatments. The study will involve dividing patients into training and validation sets to develop and test the models, avoiding overfitting. Various machine learning algorithms, like random survival forest and neural networks, will be integrated to develop a highly accurate and stable predictive model. The model’s performance will be evaluated using statistical measures such as sensitivity, specificity, and the area under the curve (AUC). The aim is to personalize treatments, improve patient outcomes, reduce healthcare costs, and make the treatment process more efficient. If successful, this research could significantly impact the medical community by providing a new tool for better managing and treating mCRC, leading to more personalized and effective cancer care. In addition, we examine the applicability of learning methods to biomarker discovery and therapy prediction by considering recent narrative publications.

19 September 2025 in Journal of Burn Care & Research
Verified
Journal Article
Closed access
WMWalter Raffaele Milia
Walter Raffaele Milia
EGEmanuele Gervasi
Emanuele Gervasi
GAGiovanni Alessandro
Giovanni Alessandro
Monica RizzoMonica Rizzo
Monica Rizzo
RPRoberto Pirrello
Roberto Pirrello
Burn injuries among migrants crossing the Mediterranean increasingly represent a serious health issue, particularly in southern Europe. We retrospectively reviewed 91 migrant patients admitted to the Burn Center of ARNAS Civico Hospital in Palermo between 2015 and 2025: 65 (71.4%) had chemical burns from seawater–fuel mixtures, 25 (27.5%) had flame burns due to vessel explosions or torture, and 1 (1.1%) had a burn injury of other etiology. Mean age was 25 ± 9.84 years, and mean TBSA was 16.09% ± 11.06%. Chemical burns healed faster than flame burns (P = .0043). Split-thickness grafting was required in 40.0% of flame burns versus 3.07% of chemical burns (P = .000026). Inhalation pneumonia occurred in 20% of flame burns versus 3.07% of chemical burns (P = .0164), and sepsis developed in 28.0% of flame burns versus 0% of chemical burns (P = .000064). Among the 7 septic patients, mean burn surface area was 32.14% ± 16.54% TBSA, and 2 patients (28.57%) died. Predominant isolates included Acinetobacter baumannii and Klebsiella pneumoniae. These findings highlight the elevated risk of surgical, pulmonary, and infectious complications following flame burns in resource-limited maritime settings. Optimized burn care protocols, rapid microbiological diagnostics, and improved postrescue coordination are critical to reducing morbidity and mortality in this high-risk group.