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Tonello S, D’Onghia D, Di Ruscio A, Mora SM, Vincenzi F, Caria G, Fracchia A, Vercellino N, Bussolati B, Tanzi A, Rizzi M, Minisini R, Sola D, Scacchi M, Mai S, Pirisi M, Smirne C, Grossini E, Cantaluppi V, Comi C, Murdaca G, Colangelo D, Sainaghi PP. Extracellular Vesicles as a Potential Biomarker of Pulmonary Arterial Hypertension in Systemic Sclerosis. Pharmaceuticals (Basel) 2025; 18:259. [PMID: 40006072 PMCID: PMC11859480 DOI: 10.3390/ph18020259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2025] [Revised: 01/28/2025] [Accepted: 02/11/2025] [Indexed: 02/27/2025] [Imported: 04/03/2025] Open
Abstract
Introduction: Pulmonary arterial hypertension (PAH) and interstitial lung disease (ILD) are severe complications of patients with systemic sclerosis (SSc). Currently, there are a few tests for early identification of these conditions, although they are invasive and time-consuming. Extracellular vesicles (EVs) offer a promising possibility for gathering information on tissue health. This study aims to characterize EVs in cases of systemic sclerosis complicated by pulmonary hypertension and pulmonary fibrosis. Methods: A cohort of 58 patients with SSc was evaluated, including 14 with pulmonary hypertension, 17 with pulmonary fibrosis, and 27 without complications. Additionally, 11 healthy subjects, matched for sex and age, served as a control group. EVs were characterized by using a MACSplex kit to analyze the expression of 37 membrane markers. Results: After the overall analysis, we show that EVs from SSc patients had higher expression of CD146, CD42a, and CD29 (p = 0.03, p = 0.02 and p = 0.05) but lower expression of HLA-ABC with respect to the control patients (p = 0.02). Multivariate analyses demonstrated that only CD42a has a significant association with the disease (p = 0.0478). In group comparative analyses (PAH, ILD, uncomplicated systemic sclerosis (named SSc no PAH no ILD), and controls), CD3 and CD56 were higher in PAH patients, with respect to the controls, ILD, and the group SSc no PAH no ILD (CD3: p = 0.01, p = 0.003, p = 0.0005; CD56: p = 0.002, p < 0.0001, p = 0.0002). HLA-DR showed higher expression in PAH patients with respect to ILD patients (p = 0.02), CD25 showed higher expression in PAH patients with respect uncomplicated SSc (p = 0.02), and CD42a showed higher expression in PAH patients with respect to the controls (p = 0.03); nevertheless, multivariate analyses demonstrated that only CD3 retained its association with PAH. Conclusions: The expression of CD42a, a platelet-derived marker indicating endothelial damage, suggests its potential to provide information on the state of the microcirculation in systemic sclerosis. The higher expression of CD3 on the surface of the EVs in PAH patients might indicate increased T-cell activity in tissues, with a possible association with the development of pulmonary hypertension.
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Murdaca G, Banchero S, Casciaro M, Paladin F, Tafuro M, Monacelli F, Nencioni A, Bruschetta R, Pioggia G, Tartarisco G, Gangemi S. Multiparametric Evaluation of Geriatric Patients Admitted to Intermediate Care: Impact on Geriatric Rehabilitation. Diagnostics (Basel) 2023; 13:2906. [PMID: 37761272 PMCID: PMC10529473 DOI: 10.3390/diagnostics13182906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 09/07/2023] [Accepted: 09/08/2023] [Indexed: 09/29/2023] [Imported: 04/03/2025] Open
Abstract
Optimizing the functional status of patients of any age is a major global public health goal. Rehabilitation is a process in which a person with disabilities is accompanied to achieve the best possible physical, functional, social, intellectual, and relational outcomes. The Intermediate Care Unit within the O.U. of Geriatrics and Gerontology of the San Martino Hospital in Genoa is focused on the treatment and motor reactivation of patients with geriatric pathologies. The objective of this study was to identify which factor, among the characteristics related to the patient and those identified by the geriatric evaluation, had the greatest impact on rehabilitation outcomes. Our findings revealed significant correlations between the Barthel Index delta, the 4AT Screening Test, and the number of drugs taken. This association highlights the potential benefits of medication management in enhancing the overall well-being and functional abilities of frail older adults, despite the literature suggesting that polypharmacotherapy is associated with a reduction in functional status and an increase in mortality. These findings underscore the significance of a multidimensional geriatric assessment. Refining and optimising these multidisciplinary approaches is the objective of a more effective geriatric rehabilitation strategy.
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Deibel E, Carreira PE, Vonk M, Del Papa N, Bečvář R, Guillén-Del-Castillo A, Campochiaro C, Poormoghim H, Liem S, Lazzaroni MG, Giollo A, Mekinian A, de Vries-Bouwstra J, De Santis M, Balbir-Gurman A, Mihai C, De Luca G, Moiseev S, Zanatta E, Foti R, Rednic S, Denton C, Cutolo M, Belloli L, Airo P, Garzanova L, Moroncini G, İnanç M, Panopoulos S, Tandaipan JL, Chatelus E, Rosato E, Kuwana M, Yavuz S, Alegre-Sancho JJ, Smith V, Szűcs G, Henes J, Rodríguez-Pintó I, Atzeni F, Spierings J, Truchetet ME, Milchert M, Brito de Araujo D, Riemekasten G, Bernardino V, Martin T, Del Galdo F, Vacca A, Mendoza F, Midtvedt Ø, Murdaca G, Santiago T, Codullo V, Cacciapaglia F, Walker U, Brunborg C, Tirelli F, Allanore Y, Furst DE, Matucci M, Gabrielli A, Distler O, Hoffmann-Vold AM. Does the Impact of COVID-19 on Patients With Systemic Sclerosis Change Over Time? Arthritis Care Res (Hoboken) 2024; 76:88-97. [PMID: 37667424 DOI: 10.1002/acr.25226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 08/04/2023] [Accepted: 08/24/2023] [Indexed: 09/06/2023] [Imported: 04/03/2025]
Abstract
OBJECTIVE The outcome of patients with COVID-19 improved over the pandemic, including patients with systemic rheumatic diseases. However, data on patients with systemic sclerosis (SSc) are lacking. This study aimed to assess the outcome of patients with both SSc and COVID-19 over several waves. METHODS Patients with both SSc and COVID-19 who were registered in the European Scleroderma Trials and Research group (EUSTAR) were collected between April 2020 and April 2021. Patients were assigned to waves 1, 2, or 3 depending on the date of their COVID-19 diagnosis. Primary endpoints were death, intensive care unit stay, or ventilatory support (severe outcome). Subgroup analyses of patients who were hospitalized or died were conducted. General and SSc-specific characteristics and treatment were compared over the waves. Descriptive statistics and multivariate logistic regression were applied. RESULTS A total of 333 patients were included; 57 patients (17%) had a severe outcome, and 30 patients (9%) died. Compared to wave 1, significantly fewer patients with SSc suffered from severe COVID-19 in waves 2 and 3 (28.2% vs 9.8% and 12.7%; P < 0.001), fewer patients required hospitalization (46.7% vs 19.6% and 25.5%; P < 0.001) or ventilatory support (24.0% vs 8.7% and 10.9%; P = 0.001), and fewer patients died (15.7% vs 5.0% and 7.5%; P = 0.011). Patients were significantly younger, more often men, had less frequent arterial hypertension, and less SSc cardiac involvement over waves 1 to 3. Patients received significantly less medium to high doses of corticosteroids as they did SSc treatment. CONCLUSION The outcome of patients with both SSc and COVID-19 improved significantly over time because of intrinsic and extrinsic factors.
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Orlandi M, De Luca G, Ferri C, Spinella A, Lumetti F, Costantini RC, De Angelis R, Riccieri V, Bosello SL, Cacciapaglia F, Codullo V, Bajocchi G, Campochiaro C, Zanframundo G, Foti R, Cuomo G, Ariani A, Rosato E, Girelli F, Zanatta E, Cavazzana I, Ingegnoli F, De Santis M, Murdaca G, Abignano G, Giorgio P, Della Rossa A, Caminiti M, Iuliano AM, Ciano G, Beretta L, Bagnato G, Lubrano E, De Andres I, Giollo A, Saracco M, Agnes C, Cipolletta E, Magnani L, Visalli E, Iandoli C, Gigante A, Pellegrino G, Pigatto E, Lazzaroni MG, Franceschini F, Generali E, Mennillo G, Barsotti S, Mariano GP, Furini F, Vultaggio L, Parisi S, Peroni CL, Bianchi G, Fusaro E, Sebastiani GD, Govoni M, D’Angelo S, Cozzi F, Guiducci S, Doria A, Salvarani C, Iannone F, Dagna L, Matucci-Cerinic M, Bellando-Randone S, Giuggioli D, SPRING-SIR (Systemic Sclerosis PRogression INvestiGation group of the Italian Society of Rheumatology) coworkers, Amato G, Benenati A, Calabrese F, Carignola R, Dall’Ara F, De Cata A, Doveri M, Romeo N, Sambataro G, Talotta R, Scirè CA, Landolfi G, Rozza D, Carrara G, Zanetti A. Prevalence and clinical relevance of digital ulcers in systemic sclerosis patients from the real-life: the experience of the SPRING Registry of the Italian Society for Rheumatology. Clin Rheumatol 2025. [DOI: 10.1007/s10067-025-07449-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2024] [Revised: 04/14/2025] [Accepted: 04/16/2025] [Indexed: 06/03/2025] [Imported: 06/03/2025]
Abstract
Abstract
Introduction
Digital ulcers (DU) are one of the most frequent manifestations in systemic sclerosis (SSc). The presence of DU seems to be a sentinel sign of internal organ involvement and is related to a poor prognosis of the disease. The aim of this study was to evaluate the prevalence and the relationship of DU with clinical manifestations/variants in a large SSc cohort from the SPRING registry.
Methods
SSc patients fulfilling the ACR/EULAR 2013 classification criteria without missing data on digital ulcers were enrolled in a cross-sectional study. Logistic regression models were built to test the association between the presence of DU and SSc-related features.
Results
Among 1873 eligible SSc patients, the presence of DU was significantly associated with gastrointestinal involvement (OR 1.88, 2.04 and 1.74; p < 0.001) and serum ATA positivity (OR 2.15; p < 0.001), as well as with telangiectasias, sclerodactyly, digital pitting scar, and calcinosis (OR 1.40, p = 0.005; OR 3.43, p < 0.001, OR 9.12, p < 0.001 and OR 2.77, p < 0.001; respectively). In the multivariable regression models, even after adjustment for covariates, ATA positivity (OR 1.76, p = 0.039), puffy fingers (OR 2.82, p < 0.001), and a higher revEUSTAR-AI (OR 6.63, p < 0.001) emerged as risk factors for the presence of DU. Moreover, a low presence of DU was recorded in SSc patients with a history of previous immunosuppressive treatments (OR 0.53, p = 0.032).
Conclusion
In our Italian SSc cohort, DUs were significantly associated with the presence of puffy fingers, high revEUSTR-AI, and ATA seropositivity. Noteworthy, immunosuppressive treatments were associated with a low rate of DU, suggesting that they might contribute to the prevention of these harmful manifestations.
Key Points
• Digital ulcers were significantly associated with the presence of puffy fingers, high disease activity, and anti-Scl70 seropositivity.• Immunosuppressive treatments were associated with a low rate of digital ulcers, suggesting that they might contribute to the prevention of these harmful manifestations.
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Stagno F, Russo S, Murdaca G, Mirabile G, Alvaro ME, Nasso ME, Zemzem M, Gangemi S, Allegra A. Utilization of Machine Learning in the Prediction, Diagnosis, Prognosis, and Management of Chronic Myeloid Leukemia. Int J Mol Sci 2025; 26:2535. [PMID: 40141176 PMCID: PMC11942435 DOI: 10.3390/ijms26062535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2025] [Revised: 03/07/2025] [Accepted: 03/11/2025] [Indexed: 03/28/2025] [Imported: 05/03/2025] Open
Abstract
Chronic myeloid leukemia is a clonal hematologic disease characterized by the presence of the Philadelphia chromosome and the BCR::ABL1 fusion protein. Integrating different molecular, genetic, clinical, and laboratory data would improve the diagnostic, prognostic, and predictive sensitivity of chronic myeloid leukemia. However, without artificial intelligence support, managing such a vast volume of data would be impossible. Considering the advancements and growth in machine learning throughout the years, several models and algorithms have been proposed for the management of chronic myeloid leukemia. Here, we provide an overview of recent research that used specific algorithms on patients with chronic myeloid leukemia, highlighting the potential benefits of adopting machine learning in therapeutic contexts as well as its drawbacks. Our analysis demonstrated the great potential for advancing precision treatment in CML through the combination of clinical and genetic data, laboratory testing, and machine learning. We can use these powerful research instruments to unravel the molecular and spatial puzzles of CML by overcoming the current obstacles. A new age of patient-centered hematology care will be ushered in by this, opening the door for improved diagnosis accuracy, sophisticated risk assessment, and customized treatment plans.
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MESH Headings
- Humans
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/diagnosis
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/therapy
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics
- Machine Learning
- Prognosis
- Fusion Proteins, bcr-abl/genetics
- Disease Management
- Algorithms
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Ferri C, Giuggioli D, Guiducci S, Lumetti F, Bajocchi G, Magnani L, Codullo V, Ariani A, Girelli F, Riccieri V, Pellegrino G, Bosello S, Foti R, Visalli E, Amato G, Benenati A, Cuomo G, Iannone F, Cacciapaglia F, De Angelis R, Ingegnoli F, Talotta R, Campochiaro C, Dagna L, De Luca G, Bellando-Randone S, Spinella A, Murdaca G, Romeo N, De Santis M, Generali E, Barsotti S, Della Rossa A, Cavazzana I, Dall'Ara F, Lazzaroni MG, Cozzi F, Doria A, Pigatto E, Zanatta E, Ciano G, Beretta L, Abignano G, D'Angelo S, Mennillo G, Bagnato G, Calabrese F, Caminiti M, Pagano Mariano G, Battaglia E, Lubrano E, Zanframundo G, Iuliano A, Furini F, Zanetti A, Carrara G, Rumi F, Scirè CA, Matucci-Cerinic M. Systemic sclerosis Progression INvestiGation (SPRING) Italian registry: demographic and clinico-serological features of the scleroderma spectrum. Clin Exp Rheumatol 2020; 38 Suppl 125:40-47. [PMID: 32301427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Accepted: 12/03/2019] [Indexed: 06/11/2023] [Imported: 04/03/2025]
Abstract
OBJECTIVES Systemic sclerosis (SSc) is a severe multiple-organ disease characterised by unpredictable clinical course, inadequate response to treatment, and poor prognosis. National SSc registries may provide large and representative patients cohorts required for descriptive and prognostic studies. Therefore, the Italian Society for Rheumatology promoted the registry SPRING (Systemic sclerosis Progression INvestiGation). METHODS The SPRING is a multi-centre rheumatological cohort study encompassing the wide scleroderma spectrum, namely the primary Raynaud's phenomenon (pRP), suspected secondary RP, Very Early Diagnosis of Systemic Sclerosis (VEDOSS), and definite SSc. Here we describe the demographic and clinical characteristics of a population of 2,028 Italian patients at the initial phase of enrolment, mainly focusing on the cohort of 1,538 patients with definite SSc. RESULTS Definite SSc showed a significantly higher prevalence of digital ulcers, capillaroscopic 'late' pattern, oesophageal and cardio-pulmonary involvement compared to VEDOSS, as expected on the basis of the followed classification criteria. The in-depth analysis of definite SSc revealed that male gender, diffuse cutaneous subset, and anti-Scl70 seropositivity were significantly associated with increased prevalence of the most harmful disease manifestations. Similarly, patients with very short RP duration (≤1 year) at SSc diagnosis showed a statistically increased prevalence of unfavourable clinico-serological features. CONCLUSIONS Nationwide registries with suitable subsetting of patients and follow-up studies since the prodromal phase of the disease may give us valuable insights into the SSc natural history and main prognostic factors.
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Danieli MG, Murdaca G, Mezzanotte C, Claudi I, Buti E, Martini M, Bilò MB, Gangemi S, Moroncini G. Polyautoimmunity Reflecting Immune Dysregulation in Common Variable Immunodeficiency. Biomedicines 2025; 13:552. [PMID: 40149529 PMCID: PMC11940294 DOI: 10.3390/biomedicines13030552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2025] [Revised: 02/16/2025] [Accepted: 02/20/2025] [Indexed: 03/29/2025] [Imported: 04/03/2025] Open
Abstract
Background: Common variable immunodeficiency (CVID) is the most frequent symptomatic inborn error of immunity (IEI) in adulthood. Other than recurrent infections, CVID may present with non-infectious complications such as enteropathy, lymphoproliferation, malignancy, and autoimmune diseases. Patients could have a single autoimmune disease (monoautoimmunity) or two or more autoimmune diseases (overt polyautoimmunity). "Latent polyautoimmunity" corresponds to the presence of autoantibodies without a clinically evident autoimmune disease. Methods: The aim of this retrospective study was to describe autoimmunity and polyautoimmunity in a population of 81 CVID adult patients, enrolled from January 2008 to July 2022 (mean follow-up: 8.5 years). Results: We documented at least one autoimmune disorder in 40 patients (49.4%). Moreover, 15 subjects (37.5% of patients with autoimmunity and 18.5% of all CVID population) presented polyautoimmunity. Despite the humoral immune deficiency, we detected different autoantibodies in CVID patients with or without a concomitant autoimmune disease. In both groups with monoautoimmunity and polyautoimmunity, cytopenias were the most common manifestation. Conversely, enteropathy was recorded only in patients with polyautoimmunity (27%, p = 0.006). Patients with polyautoimmunity showed a significantly lower mean age at diagnosis (-12 years, p = 0.018) compared to those with monoautoimmunity. We documented a higher frequency of autoimmunity in CVID patients who had increased diagnostic (+5.6 years) and therapeutic (+7.2 years) delay (p = 0.093 and 0.054, respectively). Conclusions: Polyautoimmunity is a frequent condition in patients affected by CVID. An early start of Ig replacement therapy could help prevent autoimmune complications.
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Murdaca G, Paladin F, Borro M, Ricciardi L, Gangemi S. Prevalence of Autoimmune and Autoinflammatory Diseases in Chronic Urticaria: Pathogenetic, Diagnostic and Therapeutic Implications. Biomedicines 2023; 11:410. [PMID: 36830946 PMCID: PMC9953398 DOI: 10.3390/biomedicines11020410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 01/24/2023] [Accepted: 01/28/2023] [Indexed: 01/31/2023] [Imported: 08/29/2023] Open
Abstract
Chronic spontaneous urticaria (CSU) is defined as the almost daily occurrence of widespread wheals, angioedema, or both, for more than 6 weeks. It affects 1-2% of the general population, with a higher prevalence in female patients, and is more frequent patients over 20 years of age. More than half of all cases of chronic idiopathic urticaria are thought to occur due to an autoimmune mechanism, specifically the production of autoantibodies against the high-affinity immunoglobulin E (IgE) receptor (FcεRI). The quality of life in these patients is often greatly compromised, also due to the onset of comorbidities represented by other autoimmune diseases, such as thyroid disease, rheumatoid arthritis, systemic lupus erythematosus, Sjögren's syndrome, celiac disease, and type 1 diabetes, among others. This review aimed to analyze the close correlation between CSU and some autoimmune and autoinflammatory diseases, in order to encourage a multidisciplinary and multimorbid approach to the patient affected by CSU, which allows not only control of the natural course of the disease, but also any associated comorbidities.
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