Federico Biondini

Dr. Federico Biondini


Research Focus & Metrics

Academic Career Length

3Years (2024-Present)

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

Representative Publications

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16 January 2025 in Diabetology
Verified
Journal Article
Open access
PDF file
PPPaola Pantanetti
Paola Pantanetti
GCGiovanni Cangelosi
Giovanni Cangelosi
Sara Morales PalomaresSara Morales Palomares
Sara Morales Palomares
GFGaetano Ferrara
Gaetano Ferrara
FBFederico Biondini
Federico Biondini
FPFabio Petrelli
Fabio Petrelli
Background: Diabetes affects over 460 million people worldwide and represents a growing public health challenge driven largely by dietary and lifestyle factors. While Type 2 diabetes (T2D) is more prevalent, Type 1 diabetes (T1D) presents unique therapeutic challenges, particularly in younger individuals. Advances in diabetes management, such as continuous glucose monitoring (CGM), insulin pumps (IP), and, more recently, smart multiple dose injection (MDI) pens, have significantly enhanced glycemic control and improved patients’ quality of life. Aim: This study aims to evaluate the baseline characteristics of patients switching from MDI therapy to the Medtronic Smart MDI system [composed of a smart insulin pen (InPenTM) and a connected CGM Medtronic SimpleraTM sensor] and to assess its impact on glycemic outcomes over different time periods (14, 30, and 90 days). Methods: A retrospective observational study was conducted among adults with T1D who initiated Medtronic Smart MDI therapy. Participants were enrolled voluntarily at the Diabetes and Nutrition Clinic in Ast Fermo, Marche Region, Italy. Glycemic parameters were monitored using CGM data and analyzed with descriptive statistics, including mean, standard deviation (SD), and interquartile range (IQR). Comparisons across time periods were performed using the Wilcoxon signed-rank test, with statistical significance set at p < 0.05. Results: This study included 21 participants with a mean age of 51.5 years, a mean BMI of 24.7, and a mean duration of T1D of 21.9 years. The transition from a traditional MDI system to the Smart MDI system resulted in significant improvements in key glycemic parameters: mean Sensor Glucose (SG) decreased from 171.0 mg/dL to 153.5 mg/dL (p = 0.035), Time In Range (TIR) increased from 58.0% to 64.4% (p = 0.005), and time above range (TAR; >180 mg/dL) decreased from 39.0% to 34.2% (p = 0.015). No significant differences were observed in the time below range (TBR). Conclusions: The transition to the Medtronic Smart MDI system significantly enhanced glycemic control by lowering mean glucose levels and increasing TIR. These findings highlight its efficacy in improving hyperglycemia management while maintaining a stable risk of hypoglycemia.

22 January 2025 in Geriatrics
Verified
Journal Article
Open access
PDF file
GCGiovanni Cangelosi
Giovanni Cangelosi
Francesco SacchiniFrancesco Sacchini
Francesco Sacchini
FBFederico Biondini
Federico Biondini
SMStefano Mancin
Stefano Mancin
Sara Morales PalomaresSara Morales Palomares
Sara Morales Palomares
FPFabio Petrelli
Fabio Petrelli
Introduction: Pressure ulcers (PUs) represent a significant challenge in chronic care, particularly among the elderly with reduced mobility. They result in substantial socio-healthcare costs and negatively impact patients’ psychological well-being. Malnutrition is a key risk factor, hindering healing and increasing the risk of complications. As such, appropriate nutritional interventions are crucial for managing PUs. However, these interventions are often underestimated in clinical practice, underscoring the need for a more comprehensive approach to elder care and healthy aging. Objectives: The primary objective of this study was to identify the best scientific evidence on nutritional interventions implemented by nurses in community settings to prevent complications related to PUs. Additionally, qualitative and quantitative outcomes reported in the included studies were analyzed. Method: This systematic review was conducted following PRISMA international guidelines. Searches were performed in PubMed, Scopus, Embase, and CINAHL databases. A predefined search strategy using Boolean operators was employed, and two researchers independently selected papers, with a third researcher resolving any discrepancies. Additional sources and manual reviews were conducted to minimize selection bias. Results: Out of 1003 records, 6 studies were included. Findings indicate that nurses play a fundamental role in managing PUs in community settings through specific nutritional intervention assistance processes. These healthcare professionals are pivotal in the prevention, care, and rehabilitation of vulnerable individuals with PUs. Conclusions: Nurses are strategic in the management of PUs within community care for frail populations. With nutritional support that plays a key role in both preventing and accelerating the healing of PUs. Policymakers are encouraged to invest in nursing roles to enhance assistance in community contexts, supporting healthy aging and lifestyle medicine approaches.

6 July 2025 in Microorganisms
Verified
Journal Article
Open access
PDF file
FGFrancesco Gravante
Francesco Gravante
Francesco SacchiniFrancesco Sacchini
Francesco Sacchini
SMStefano Mancin
Stefano Mancin
DLDiego Lopane
Diego Lopane
MPMauro Parozzi
Mauro Parozzi
FPFabio Petrelli
Fabio Petrelli
Starting Active Materials for Synthesis (SAMS) represents a critical stage in drug manufacturing, directly influencing the microbiological quality and safety of the final product. The introduction of SAMS marks the point where Good Manufacturing Practices (GMP) begin to apply, which are essential for ensuring sterility and preventing microbial contamination during the synthesis process. However, defining the exact point in the process that qualifies as the SAMS is subject to uncertainties, as earlier stages are not always governed by stringent GMP standards. The regulatory differences between various countries further contribute to this issue. This study explores the implications of SAMS selection and use in relation to sterility and infection control, analyzing the guidelines of major Regulatory Authorities and comparing their approaches to GMP. Regulations from several international regulatory agencies were examined, with a particular focus on microbiological control measures and infection protection in the SAMS manufacturing process. The analysis focused on the microbiological control requirements and safety measures applicable to the stages preceding the introduction of SAMS into the production of the final Active Pharmaceutical Ingredients (APIs). Documents published between 2015 and 2025 were included based on predefined criteria regarding relevance, accessibility, and regulatory authority. The analysis revealed significant discrepancies between regulations regarding the definition and management of SAMS. In particular, the regulations in Mexico and India have notable gaps, failing to provide clear guidelines on SAMS sterility and protection against infectious contamination. Conversely, China has introduced risk-based approaches and early-stage microbiological controls, especially for sterile products, aligning with international standards. The European Medicines Agency (EMA), the U.S. Food and Drug Administration (FDA), the Pharmaceutical Inspection Co-operation Scheme (PIC/S), and the World Health Organization (WHO) have well-established systems for microbiological quality control of SAMS, including rigorous measures for the validation of suppliers and risk management to ensure that SAMS does not compromise the microbiological safety of the final product. The regulations in Brazil and Canada introduce additional measures to protect the microbiological quality of SAMS, with specifications for contamination control and certification of critical stages. The lack of a harmonized language for the definition of SAMS, coupled with a fragmented regulatory framework, presents a challenge for infection protection in pharmaceutical manufacturing. Key issues include the absence of specific regulations for stages prior to the introduction of SAMS and the lack of standards for inspections related to these stages. A desirable solution would be the mandatory extension of GMPs to the stages before SAMS introduction, with centralized control to ensure sterility and protection against infection throughout the entire manufacturing process.

4 October 2024 in Medicina
Verified
Journal Article
Open access
PDF file
GCGiovanni Cangelosi
Giovanni Cangelosi
SMStefano Mancin
Stefano Mancin
PPPaola Pantanetti
Paola Pantanetti
MSMarco Sguanci
Marco Sguanci
Sara Morales PalomaresSara Morales Palomares
Sara Morales Palomares
FPFabio Petrelli
Fabio Petrelli
Background and Objectives: In Italy, as in the rest of the world, government restrictions aimed at containing the spread of COVID-19 primarily imposed limitations on social relationships and personal behavior. This situation significantly affected the management of chronic illnesses, including type 2 diabetes (T2D). The objective was to evaluate the perceptions of patients with T2D regarding the quality of care received during the COVID-19 pandemic and the impact on dietary and physical activity behaviors. Materials and Methods: We conducted a retrospective cross-sectional survey. Data were collected from June to July 2023 using the convenience sampling of patients with T2D, and the Patient Assessment of Chronic Illness Care (PACIC) and Medi-Lite questionnaires were administered. Results: During the research period, out of the 130 subjects who met all enrollment criteria, 103 patients were included in this study (79.23%). The results of the administered questionnaires were heterogeneous. The average scores from the PACIC Questionnaire for each question displayed significant variability, indicating a range of experiences in the quality of care. In the Medi-Lite survey, fruit, cereals, and olive oil showed the highest adherence levels, with mean scores ranging from 2.58 (SD ± 1.18) for fruit to 1.89 (SD ± 0.34) for olive oil and 1.97 (SD ± 0.17) for cereals. Patients who reported increased food intake during the lockdown attributed it to having more time to prepare meals. Physical activity levels remained unchanged for 48 patients, decreased for 45 patients, and only 9 patients managed to exercise more during the COVID-19 restrictions. Conclusions: Healthcare systems must prioritize comprehensive care plans for T2D that address not only physical health, but also emotional and social well-being. Post-pandemic, promoting healthier lifestyles and empowering patients to manage their condition is crucial. A multidisciplinary and multidimensional approach could support the care of vulnerable individuals, such as patients with T2D, especially during crises like pandemics or other dramatic events.

14 October 2024 in Diseases
Verified
Journal Article
Open access
PDF file
GCGiovanni Cangelosi
Giovanni Cangelosi
Sara Morales PalomaresSara Morales Palomares
Sara Morales Palomares
MSMarco Sguanci
Marco Sguanci
FBFederico Biondini
Federico Biondini
Francesco SacchiniFrancesco Sacchini
Francesco Sacchini
FPFabio Petrelli
Fabio Petrelli
Background: The aging population drives a growing demand for care, particularly in Europe. It is estimated that approximately 1.5–2 million individuals have a chronic wound. Among these, pressure ulcers (PUs) are one of the most prevalent complications in vulnerable individuals. Malnutrition is a primary risk factor, yet it can be mitigated through proper nutrition and adequate community support. The community nurse plays a crucial role in managing chronic conditions and nutrition through constant and professional monitoring. Aim: This article presents a comprehensive systematic review (SR) protocol to examine the role of community nursing of nutritional intervention of frail population with wound care. Methods: A SR will be conducted according to international standards and reported following the PRISMA Guidelines for SRs. The search will be conducted in PubMed/Medline, Scopus, Embase, and CINAHL, supplemented by grey literature sources. The methodological quality and risk of bias will be assessed using the Critical Appraisal Skills Programme (CASP) framework. The protocol has been registered in the Open Science Framework (OSF). Conclusions: It is anticipated that the findings of this SR will provide new evidence on the relationships between nutritional nursing interventions and wound care management primarily in the community setting.

26 January 2026 in Psychiatry International
Verified
Journal Article
Open access
PDF file
Francesco SacchiniFrancesco Sacchini
Francesco Sacchini
FBFederico Biondini
Federico Biondini
GCGiovanni Cangelosi
Giovanni Cangelosi
Sara Morales PalomaresSara Morales Palomares
Sara Morales Palomares
SMStefano Mancin
Stefano Mancin
FPFabio Petrelli
Fabio Petrelli
Background: Depression remains a major global mental health concern, significantly intensified during the COVID-19 pandemic. As social media usage surged during this period, it emerged as a valuable source for identifying early signs of depression. Artificial intelligence (AI) offers powerful tools to analyze large volumes of user-generated content, enabling timely and effective detection of depressive symptoms. This review aims to preliminarily explore and compare evidence on the use of AI models for detecting depression in social content across the pre-, during, and post-pandemic phases, assessing their effectiveness and limitations. Methods: A narrative literature review was conducted using PubMed and Scopus, following the SANRA guidelines to ensure methodological quality and reproducibility. The study was pre-registered in the OSF database and employed the PICOS framework for the strategy. Inclusion criteria comprised studies in English from the past 10 years that analyzed depression detection via AI, machine learning (ML), and deep learning (DL) applied to textual data, images, and social metadata. This review addresses the following four research questions: (1) whether AI models improved effectiveness in detecting depression during/after the pandemic vs. pre-pandemic; (2) whether textual, visual, or multimodal data approaches became more effective during the pandemic; (3) whether AI models better addressed technical challenges (data quality/diversity) post-pandemic; and (4) whether strategies for responsible AI implementation improved during/after the pandemic. Results: Out of 349 identified records, nine primary studies were included, as most excluded articles had a predominantly technical focus and did not meet the clinical relevance criteria. AI models demonstrated strong potential in detecting depression, particularly through text-based classification and social content analysis. Several studies reported high predictive performance, with notable improvements in accuracy and sensitivity during and after the pandemic, although evidence remains limited. Conclusions: Our preliminary analysis suggests that AI-based depression detection on social media shows potential for clinical use, highlighting interdisciplinary collaboration, ethical considerations, and patient-centered approaches. These findings require confirmation and validation through larger, well-designed systematic reviews.