Sign in to use this feature.

Years

Between: -

Subjects

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Journals

Article Types

Countries / Regions

remove_circle_outline
remove_circle_outline
remove_circle_outline

Search Results (184)

Search Parameters:
Keywords = pleural fluid

Order results
Result details
Results per page
Select all
Export citation of selected articles as:
26 pages, 1201 KB  
Review
The Tumor Environment in Peritoneal Carcinomatosis and Malignant Pleural Effusions: Implications for Therapy
by Paige O. Mirsky, Patrick L. Wagner, Maja Mandic-Popov, Vera S. Donnenberg and Albert D. Donnenberg
Cancers 2025, 17(19), 3217; https://doi.org/10.3390/cancers17193217 - 2 Oct 2025
Viewed by 519
Abstract
Peritoneal carcinomatosis (PC) and malignant pleural effusions (MPE) are two common complications of cancers metastatic to the respective body cavities. A PC diagnosis indicates metastasis to the tissue lining the abdominal cavity and is most common in patients with gastrointestinal and gynecological cancers. [...] Read more.
Peritoneal carcinomatosis (PC) and malignant pleural effusions (MPE) are two common complications of cancers metastatic to the respective body cavities. A PC diagnosis indicates metastasis to the tissue lining the abdominal cavity and is most common in patients with gastrointestinal and gynecological cancers. It is often accompanied by ascites, an accumulation of serous fluid in the abdomen. MPE presents as the accumulation of fluid in the space between the lungs and chest wall. It is a common terminal event in patients diagnosed with breast cancer, lung cancer, lymphoma, and mesothelial cancers, and less commonly, in a wide variety of other epithelial cancers. Due to the aggressive nature of cavitary tumors, the outcome of current treatments for both PC and MPE remains bleak. Although PC and MPE are characteristically affected by different sets of primary tumors (lung/breast/mesothelioma for MPE and gynecologic/gastrointestinal for PC), their environments share common cytokines and cellular components. Owing to the unique cytokine and chemokine content, this environment promotes aggressive tumor behavior and paradoxically both recruits and suppresses central memory and effector memory T cells. The cellular and secretomic complexity of the cavitary tumor environment renders most currently available therapeutics ineffective but also invites approaches that leverage the robust T-cell infiltrate while addressing the causes of local suppression of anti-tumor immunity. Interactions between the heterogeneous components of the tumor environment are an area of active research. We highlight the roles of the immune cell infiltrate, stromal cells, and tumor cells, and the soluble products that they secrete into their environment. A more comprehensive understanding of the cavitary tumor environment can be expected to lead to better immunotherapeutic approaches to these devastating conditions. Full article
(This article belongs to the Special Issue Recent Advances in Peritoneal Carcinomatosis)
Show Figures

Figure 1

16 pages, 1286 KB  
Article
Integrating Feature Selection, Machine Learning, and SHAP Explainability to Predict Severe Acute Pancreatitis
by İzzet Ustaalioğlu and Rohat Ak
Diagnostics 2025, 15(19), 2473; https://doi.org/10.3390/diagnostics15192473 - 27 Sep 2025
Viewed by 410
Abstract
Background/Objectives: Severe acute pancreatitis (SAP) carries substantial morbidity and resource burden, and early risk stratification remains challenging with conventional scores that require serial observations. The aim of this study was to develop and compare supervised machine-learning (ML) pipelines—integrating feature selection and SHAP-based [...] Read more.
Background/Objectives: Severe acute pancreatitis (SAP) carries substantial morbidity and resource burden, and early risk stratification remains challenging with conventional scores that require serial observations. The aim of this study was to develop and compare supervised machine-learning (ML) pipelines—integrating feature selection and SHAP-based explainability—for early prediction of SAP at emergency department (ED) presentation. Methods: This retrospective, single-center cohort was conducted in a tertiary-care ED between 1 January 2022 and 1 January 2025. Adult patients with acute pancreatitis were identified from electronic records; SAP was classified per the Revised Atlanta criteria (persistent organ failure ≥ 48 h). Six feature-selection methods (univariate AUROC filter, RFE, mRMR, LASSO, elastic net, Boruta) were paired with six classifiers (kNN, elastic-net logistic regression, MARS, random forest, SVM-RBF, XGBoost) to yield 36 pipelines. Discrimination, calibration, and error metrics were estimated with bootstrapping; SHAP was used for model interpretability. Results: Of 743 patients (non-SAP 676; SAP 67), SAP prevalence was 9.0%. Compared with non-SAP, SAP patients more often had hypertension (38.8% vs. 27.1%) and malignancy (19.4% vs. 7.2%); they presented with lower GCS, higher heart and respiratory rates, lower systolic blood pressure, and more frequent peripancreatic fluid (31.3% vs. 16.9%) and pleural effusion (43.3% vs. 17.5%). Albumin was lower by 4.18 g/L, with broader renal–electrolyte and inflammatory derangements. Across the best-performing models, AUROC spanned 0.750–0.826; the top pipeline (RFE–RF features + kNN) reached 0.826, while random-forest-based pipelines showed favorable calibration. SHAP confirmed clinically plausible contributions from routinely available variables. Conclusions: In this study, integrating feature selection with ML produced accurate and interpretable early prediction of SAP using data available at ED arrival. The approach highlights actionable predictors and may support earlier triage and resource allocation; external validation is warranted. Full article
(This article belongs to the Special Issue Artificial Intelligence for Clinical Diagnostic Decision Making)
Show Figures

Figure 1

12 pages, 1295 KB  
Article
Non-Specific Pleuritis After Medical Thoracoscopy: The Portrait of an Open Issue and Practical Hints for Its Management
by Matteo Daverio, Mariaenrica Tinè, Umberto Semenzato, Roberta Prevedello, Matteo Dalla Libera, Elisabetta Cocconcelli, Elisabetta Balestro, Marco Damin, Paolo Spagnolo and Davide Biondini
Biomedicines 2025, 13(8), 1934; https://doi.org/10.3390/biomedicines13081934 - 8 Aug 2025
Viewed by 453
Abstract
Background/Objectives: Up to one third of pleural biopsies performed during medical thoracoscopy (MT) are labelled as non-specific pleuritis (NSP). The histological diagnosis of NSP has long been worrisome for pulmonologists, with the potential to evolve into a life-threatening condition. The aim of this [...] Read more.
Background/Objectives: Up to one third of pleural biopsies performed during medical thoracoscopy (MT) are labelled as non-specific pleuritis (NSP). The histological diagnosis of NSP has long been worrisome for pulmonologists, with the potential to evolve into a life-threatening condition. The aim of this study was to identify clinical and biological predictors for patients with a diagnosis of NSP to guide clinical decisions. Methods: Baseline, procedural and follow-up data of NSP patients were retrospectively analysed to identify potential outcome predictors. Results: Of the 272 patients who underwent MT, 192 (71%) were diagnosed with malignancies, 9 (3%) with benign diseases and 71 (26%) with NSP. At follow-up, 17% were diagnosed with malignant disease and 21% with a benign condition and 62% remained idiopathic. A thoracoscopist’s evaluation of the pleural appearance reported a PPV of 28% and an NPV of 91% to predict malignancy. Patients with a subsequent diagnosis of malignancy tended to have a higher volume of fluid drained than those with persistently idiopathic NSP [2.7 litres (L) vs. 1.6 L p = 0.06]. A lymphocytic pleural effusion was more common in the malignant and idiopathic groups (63% and 60%, respectively) than the benign group (16%; p = 0.06 and p = 0.01). The three groups had a similar rate of effusion recurrence. Overall survival was higher in patients with idiopathic pleural effusion than in those with malignant (p = 0.04) or benign disease (p = 0.008). Conclusions: NSP diagnosis hides a malignancy in one in five cases, underlying the importance of closely following up these patients. The volume of drained pleural fluid, cell count and thoracoscopist’s impression may guide clinicians in the challenging management of patients with NSP. Full article
Show Figures

Figure 1

17 pages, 1005 KB  
Case Report
Management of Acute Kidney Injury Using Peritoneal Dialysis in a Bottlenose Dolphin (Tursiops truncatus) with Bilateral Ureteral Obstruction
by Todd L. Schmitt, Thomas H. Reidarson, James F. McBain, Hendrik H. Nollens, Amber P. Sanchez and David M. Ward
J. Zool. Bot. Gard. 2025, 6(3), 40; https://doi.org/10.3390/jzbg6030040 - 7 Aug 2025
Viewed by 1129
Abstract
An adult female bottlenose dolphin (Tursiops truncatus) housed at a public oceanarium presented with acute anorexia and lethargy. A blood analysis demonstrated mild leukocytosis, marked azotemia, hyperkalemia, and hyperphosphatemia suggestive of acute kidney injury or renal insufficiency. Ultrasound examination of the [...] Read more.
An adult female bottlenose dolphin (Tursiops truncatus) housed at a public oceanarium presented with acute anorexia and lethargy. A blood analysis demonstrated mild leukocytosis, marked azotemia, hyperkalemia, and hyperphosphatemia suggestive of acute kidney injury or renal insufficiency. Ultrasound examination of the dolphin revealed ascites, pleural effusion, bilateral nephrolithiasis, mild hydronephrosis, and bilateral hydroureter consistent with bilateral post-renal obstruction. Initial treatment consisted of antibiotics, oral fluids, and anti-inflammatory treatment. Further imaging diagnosed bilateral obstructing ureteroliths at both ureteral orifice junctions of the urinary bladder. The dolphin’s azotemia and hyperkalemia were nonresponsive to traditional medical management; therefore, peritoneal dialysis was performed for emergent clinical stabilization. Peritoneal dialysis was conducted over 3 days and facilitated the patient to undergo laser lithotripsy of the offending ureteral obstruction. The dolphin made a full recovery following months of intensive medical treatment for complications from peritoneal dialysis and secondary peritonitis. This is the first documented case of successful, though complicated, peritoneal dialysis in a cetacean. Full article
Show Figures

Figure 1

17 pages, 1802 KB  
Article
Diagnostic Efficacy of C-Reactive Protein in Differentiating Various Causes of Exudative Pleural Effusion: Disease Research Should Not Be Exclusive to the Wealthy
by Majed Odeh, Yana Kogan and Edmond Sabo
Adv. Respir. Med. 2025, 93(4), 29; https://doi.org/10.3390/arm93040029 - 5 Aug 2025
Viewed by 663
Abstract
Background and Objectives: Discrimination between various causes of exudative pleural effusion (PE) remains a major clinical challenge, and to date, definitive biochemical markers for this discrimination remain lacking. An increasing number of studies have reported that serum C-reactive protein (CRPs), pleural fluid [...] Read more.
Background and Objectives: Discrimination between various causes of exudative pleural effusion (PE) remains a major clinical challenge, and to date, definitive biochemical markers for this discrimination remain lacking. An increasing number of studies have reported that serum C-reactive protein (CRPs), pleural fluid CRP (CRPpf), and CRPpf/CRPs ratio (CRPr) are useful for the differential diagnosis of exudative PE; however, their efficacy rate is not similar in these studies. The majority of these studies were conducted on small groups of subjects, and the efficacy of the gradient between CRPs and CRPpf (CRPg—calculated as CRPs—CRPpf) in this differentiation has not been previously investigated. This study aims to evaluate the efficacy rate of CRPs, CRPpf, CRPg, and CRPr in the differential diagnoses of various causes of exudative PE in a relatively large cohort of patients. Materials and Methods: The research group included 282 subjects with exudative PE—146 had parapneumonic effusion (PPE), 126 had malignant pleural effusion (MPE), and 10 had tuberculous pleural effusion (TPE). The values are presented as mean ± SD. Results: The mean CRPs level was significantly higher in the PPE group compared to the MPE group (p < 0.0001) and the TPE group (p < 0.001), and also significantly higher in the TPE group than in the MPE group (p = 0.0009). Similarly, the mean CRPpf level was significantly higher in the PPE group than in the MPE group (p < 0.0001) and the TPE group (p = 0.04), and also significantly higher in the TPE group than in the MPE group (p < 0.0001). The mean CRPg level was significantly higher in the PPE group than in both the MPE group (p < 0.0001) and the TPE group (p < 0.002). The mean CRPr level did not differ significantly among these groups of exudate. Conclusions: CRPs, CRPpf, and CRPg are effective in the differential diagnosis of exudative PE, while CRPr was not effective in this regard. The main limitation of this study is that the sample size of the TPE group is very small. Full article
Show Figures

Figure 1

14 pages, 2266 KB  
Article
Advancing Extrapulmonary Tuberculosis Diagnosis: Potential of MPT64 Immunochemistry-Based Antigen Detection Test in a High-TB, Low-HIV Endemic Setting
by Ahmad Wali, Nauman Safdar, Atiqa Ambreen, Asif Loya and Tehmina Mustafa
Pathogens 2025, 14(8), 741; https://doi.org/10.3390/pathogens14080741 - 28 Jul 2025
Viewed by 805
Abstract
Extrapulmonary tuberculosis (EPTB) remains diagnostically challenging due to its paucibacillary nature and variable presentation. Xpert and culture are limited in EPTB diagnosis due to sampling challenges, low sensitivity, and long turnaround times. This study evaluated the performance of the MPT64 antigen detection test [...] Read more.
Extrapulmonary tuberculosis (EPTB) remains diagnostically challenging due to its paucibacillary nature and variable presentation. Xpert and culture are limited in EPTB diagnosis due to sampling challenges, low sensitivity, and long turnaround times. This study evaluated the performance of the MPT64 antigen detection test for diagnosing EPTB, particularly tuberculous lymphadenitis (TBLN) and tuberculous pleuritis (TBP), in a high-TB, low-HIV setting. Conducted at Gulab-Devi Hospital, Lahore, Pakistan, this study evaluated the MPT64 test’s performance against conventional diagnostic methods, including culture, histopathology, and the Xpert MTB/RIF assay. Lymph node biopsies were collected, and cell blocks were made from aspirated pleural fluid from patients clinically presumed to have EPTB. Of 338 patients, 318 (94%) were diagnosed with EPTB. For TBLN, MPT64 demonstrated higher sensitivity (84%) than Xpert (48%); for TBP, the sensitivity was 51% versus 7%, respectively. Among histopathology-confirmed TBLN cases, MPT64 outperformed both culture and Xpert (85% vs. 58% and 47%). Due to the low number of non-TB cases, specificity could not be reliably assessed. The MPT64 test shows promise as a rapid, sensitive diagnostic tool for EPTB, particularly TBLN, in routine settings. While sensitivity is notably superior to Xpert, further studies are needed to evaluate its specificity and broader diagnostic utility. Full article
(This article belongs to the Section Epidemiology of Infectious Diseases)
Show Figures

Figure 1

12 pages, 770 KB  
Article
How Does Left Ventricular Ejection Fraction Affect the Multimodal Assessment of Congestion in Patients with Acute Heart Failure? Results from a Prospective Study
by Laura Karla Esterellas-Sánchez, Amelia Campos-Sáenz de Santamaría, Zoila Stany Albines Fiestas, Silvia Crespo-Aznarez, Marta Sánchez-Marteles, Vanesa Garcés-Horna, Alejandro Alcaine-Otín, Ignacio Gimenez-Lopez and Jorge Rubio-Gracia
Appl. Sci. 2025, 15(15), 8157; https://doi.org/10.3390/app15158157 - 22 Jul 2025
Viewed by 469
Abstract
The assessment of systemic congestion in acute heart failure (AHF) remains clinically challenging, particularly across different left ventricular ejection fraction (LVEF) phenotypes. This study aimed to evaluate whether differences exist in the degree of congestion, assessed through a multimodal approach including physical examination, [...] Read more.
The assessment of systemic congestion in acute heart failure (AHF) remains clinically challenging, particularly across different left ventricular ejection fraction (LVEF) phenotypes. This study aimed to evaluate whether differences exist in the degree of congestion, assessed through a multimodal approach including physical examination, biomarkers (NT-proBNP, CA125), and point-of-care ultrasound using the Venous Excess Ultrasound (VExUS) protocol, between patients with preserved (HFpEF) and reduced ejection fraction (HFrEF). We conducted a prospective observational study involving 90 hospitalized AHF patients, 80 of whom underwent a complete VExUS assessment. Although patients with HFrEF exhibited higher levels of NT-proBNP and CA125, and more frequent signs of third-space fluid accumulation such as pleural effusion and ascites, no statistically significant differences were found in VExUS grades between the two groups. These findings suggest that the VExUS protocol provides consistent and reproducible information on systemic venous congestion, regardless of LVEF phenotype. Its integration into clinical practice may help refine congestion assessment and optimize diuretic therapy. Further multicenter studies with larger populations are warranted to validate its diagnostic and prognostic utility and to determine its potential role in guiding individualized treatment strategies in AHF. Full article
(This article belongs to the Special Issue Applications of Ultrasonic Technology in Biomedical Sciences)
Show Figures

Figure 1

15 pages, 4034 KB  
Article
Establishment of Human Lung Cancer Organoids Using Small Biopsy and Surgical Tissues
by Mina Hwang, Junsu Choe, Yong Jae Shin, Bo-Gyeong Seo, Kyung-Mi Park, Sun Hye Shin, Byung Woo Jhun, Hongseok Yoo, Byeong-Ho Jeong, Kyeongman Jeon, Kyungjong Lee, Junghee Lee, Yeong Jeong Jeon, Jong Ho Cho, Seong Yong Park, Hong Kwan Kim and Sang-Won Um
Cancers 2025, 17(14), 2291; https://doi.org/10.3390/cancers17142291 - 10 Jul 2025
Cited by 1 | Viewed by 1744
Abstract
Background/Objectives: Lung cancer is a highly diverse disease, and reliable preclinical models that accurately reflect tumor characteristics are essential for studying lung cancer biology and testing new therapies. This study aimed to establish patient-derived tumor organoids (PDTOs) using small biopsy samples and surgical [...] Read more.
Background/Objectives: Lung cancer is a highly diverse disease, and reliable preclinical models that accurately reflect tumor characteristics are essential for studying lung cancer biology and testing new therapies. This study aimed to establish patient-derived tumor organoids (PDTOs) using small biopsy samples and surgical specimens to create a model system that preserves the genetic and histological features of the original tumors. Methods: PDTOs were generated from 163 lung cancer specimens, including 109 samples obtained using endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) or bronchoscopy, 52 surgical specimens, and 2 pleural fluid samples. The organoid establishment rate beyond passage three was assessed, and histological subtypes and genetic profiles were analyzed using immunohistochemical staining and targeted exome sequencing. Results: The overall PDTO establishment rate was 34.4% (56/163), and 44.6% (25/56) of these organoids retained the histological and genetic features of the parental tumors. Genetic analysis identified key mutations, including KRAS G12C, EGFR L858R, MET exon 14 skipping mutation, and ROS1 fusion. PDTOs successfully formed tumors in mice while maintaining the genetic characteristics of the original tumors. Co-culture of PDTOs with cancer-associated fibroblasts (CAFs) resulted in increased resistance to paclitaxel. In the co-culture model of PDTOs with immune cells, dose-dependent growth inhibition of PDTOs was observed in response to immune checkpoint inhibitors. Conclusions: PDTOs established from small biopsy and surgical specimens serve as a valuable model for studying lung cancer biology, tumor microenvironment interactions, and drug response. This model has the potential to improve personalized treatment strategies. Full article
(This article belongs to the Special Issue New Perspectives in the Treatment of Thoracic Cancers)
Show Figures

Figure 1

6 pages, 1660 KB  
Case Report
Three Autochthonous Cases of Amoebic Liver Abscess Clustered in a Small Village of Tuscany (Central Italy), a Non-Endemic Area
by Giuseppantonio Maisetta, Sara Moneta, Benedetta Tuvo, Cesira Giordano, Paola Alessandra Petrocelli, Giovanni Tincani, Daniela Campani, Davide Ghinolfi, Marco Falcone, Fabrizio Bruschi and Antonella Lupetti
Pathogens 2025, 14(7), 609; https://doi.org/10.3390/pathogens14070609 - 20 Jun 2025
Viewed by 925
Abstract
Amebiasis is a rare condition in industrialised countries but is epidemiologically growing. Clinical manifestations may range from asymptomatic to invasive disease. An amebic abscess can be the result of extraintestinal amebiasis, and it is associated with relatively high morbidity and mortality. We present [...] Read more.
Amebiasis is a rare condition in industrialised countries but is epidemiologically growing. Clinical manifestations may range from asymptomatic to invasive disease. An amebic abscess can be the result of extraintestinal amebiasis, and it is associated with relatively high morbidity and mortality. We present three indigenous cases of amoebic liver abscesses observed within a few weeks (October–November 2023) in patients living in a small area near Lucca in Tuscany, Central Italy. Fever accompanied by abdominal pain and liver abscess was observed in all three patients, and one of them presented necrotising colitis and pleural effusion, too. The parasitological diagnosis was performed by microscopy and confirmed with real-time PCR in liver abscess drainage fluid and stools. Full article
(This article belongs to the Section Parasitic Pathogens)
Show Figures

Figure 1

14 pages, 525 KB  
Article
A Retrospective Study on the Prevalence and Antimicrobial Susceptibility of Gram-Positive Cocci in a Pediatric Department: A Single-Center Report from Egypt
by Mona Moheyeldin AbdelHalim, Shimaa A. Abdel Salam, Marwa O. Elgendy, Ahmed M. Abdel Hamied, Sultan M. Alshahrani, Ahmed R. N. Ibrahim and Heba Sherif Abdel Aziz
Medicina 2025, 61(6), 1089; https://doi.org/10.3390/medicina61061089 - 14 Jun 2025
Viewed by 952
Abstract
Background and Objectives: The rising prevalence of drug-resistant organisms presents a significant challenge to healthcare, underscoring the importance of implementing effective antimicrobial stewardship programs. The success of these programs depends on access to accurate, evidence-based data reflecting local patterns of antibiotic resistance. [...] Read more.
Background and Objectives: The rising prevalence of drug-resistant organisms presents a significant challenge to healthcare, underscoring the importance of implementing effective antimicrobial stewardship programs. The success of these programs depends on access to accurate, evidence-based data reflecting local patterns of antibiotic resistance. This study aims to assess the antimicrobial susceptibility profiles of gram-positive bacteria isolated from pediatric patients in a tertiary care hospital in Egypt. Materials and Methods: We carried out a retrospective study over a five-year period, from January 2018 to December 2022, using microbiology laboratory records. Clinical samples included blood, urine, respiratory secretions, pus, wound, cerebrospinal fluid (CSF), and pleural fluid. The analysis focused on the resistance patterns of gram-positive pathogens identified through routine culture procedures. Antimicrobial susceptibility testing was performed using the Kirby–Bauer disc diffusion method, and vancomycin MIC was confirmed using the VITEK 2 system. Results: A total of 3223 gram-positive bacterial isolates were identified. Staphylococcus aureus, including 82.5% methicillin-resistant strains (MRSA), exhibited high resistance to erythromycin (47.3%) and gentamicin (low potency) (32.1%). Coagulase-negative staphylococci (CoNS) showed the highest erythromycin resistance (up to 88.3%), while Enterococcus spp. demonstrated declining susceptibility to vancomycin, levofloxacin, and erythromycin. Across all isolates, vancomycin and gentamicin (high potency) showed the highest overall susceptibility. Resistance to cotrimoxazole and doxycycline declined over the five-year period. Conclusions: While a decline in resistance was noted for some agents, persistent resistance to key antibiotics (particularly erythromycin and gentamicin) among MRSA and CoNS remains concerning. These findings underscore the importance of targeted antimicrobial stewardship interventions and continuous surveillance to inform empirical therapy in pediatric settings. Full article
(This article belongs to the Special Issue Emerging Trends in Infectious Disease Prevention and Control)
Show Figures

Figure 1

15 pages, 539 KB  
Review
Secreted Phosphoprotein 1 in Lung Diseases
by Hongli Liu, Cristian Coarfa, Arzoo N. Charania, Jennifer L. Larson-Casey, Ivan O. Rosas and Chao He
Metabolites 2025, 15(6), 365; https://doi.org/10.3390/metabo15060365 - 30 May 2025
Viewed by 1414
Abstract
Secreted phosphoprotein 1 (SPP1), also known as osteopontin (OPN) or early T lymphocyte activation protein 1 (ETA-1), is a multifunctional protein involved in numerous biological processes, including immune modulation, stress response, and tissue remodeling. The role of SPP1 in interstitial lung diseases (ILDs) [...] Read more.
Secreted phosphoprotein 1 (SPP1), also known as osteopontin (OPN) or early T lymphocyte activation protein 1 (ETA-1), is a multifunctional protein involved in numerous biological processes, including immune modulation, stress response, and tissue remodeling. The role of SPP1 in interstitial lung diseases (ILDs) has become an area of increasing interest, given its elevated expression in various ILDs such as idiopathic pulmonary fibrosis (IPF), connective tissue disease-associated ILD (CTD-ILD), and pneumoconiosis, especially with recent data derived from single-cell RNA sequencing. In addition to ILDs, SPP1 has been implicated in infectious granulomatous lung diseases, lung and pleural malignancies, airway diseases, and COVID-19. In most cases, higher SPP1 levels in serum, bronchoalveolar lavage fluid, or lung tissue carry a poor prognosis. SPP1 is expressed in multiple cells critical for fibrogenesis, including macrophages, epithelial cells, and fibroblasts, and SPP1 has emerged as a potential target for therapeutic interventions. Here, we review the proposed mechanisms by which SPP1 contributes to the development of lung disease, with an emphasis on ILD. Full article
(This article belongs to the Special Issue Immunometabolism and Lung Fibrosis)
Show Figures

Figure 1

18 pages, 622 KB  
Review
Extended Focused Assessment with Sonography for Trauma in the Emergency Department: A Comprehensive Review
by Federico M. Bella, Alessandra Bonfichi, Ciro Esposito, Christian Zanza, Abdelouahab Bellou, Domenico Sfondrini, Antonio Voza, Andrea Piccioni, Antonio Di Sabatino and Gabriele Savioli
J. Clin. Med. 2025, 14(10), 3457; https://doi.org/10.3390/jcm14103457 - 15 May 2025
Cited by 2 | Viewed by 7128
Abstract
The Extended Focused Assessment with Sonography for Trauma (eFAST) plays a crucial role in the emergency department (ED) by providing rapid and non-invasive diagnostic information in trauma patients. It is a diagnostic-free fluid detection technique that uses sonography to assess trauma in different [...] Read more.
The Extended Focused Assessment with Sonography for Trauma (eFAST) plays a crucial role in the emergency department (ED) by providing rapid and non-invasive diagnostic information in trauma patients. It is a diagnostic-free fluid detection technique that uses sonography to assess trauma in different anatomical windows of the chest and abdomen and has been accepted in multiple studies as the initial diagnostic tool for torso injuries in blunt abdominal trauma. By promptly identifying potentially life-threatening injuries, such as haemoperitoneum, haemothorax, and cardiac tamponade, eFAST facilitates timely intervention and improves patient outcomes in the ED. The eFAST exam is reliable, with high sensitivity and specificity, even when performed by non-radiological personnel, saving time and resources in the chaotic emergency environment. This review aims to assess the diagnostic reliability and limitations of eFAST in different trauma conditions and to outline its goals in trauma critical care and in “ABCDE” resuscitation. Full article
(This article belongs to the Special Issue Advances in Trauma Care and Emergency Medicine)
Show Figures

Figure 1

29 pages, 4889 KB  
Article
Bringing AI to Clinicians: Simplifying Pleural Effusion Cytology Diagnosis with User-Friendly Models
by Enrico Giarnieri, Elisabetta Carico, Stefania Scarpino, Alberto Ricci, Pierdonato Bruno, Simone Scardapane and Daniele Giansanti
Diagnostics 2025, 15(10), 1240; https://doi.org/10.3390/diagnostics15101240 - 14 May 2025
Viewed by 1606
Abstract
Background: Malignant pleural effusions (MPEs) are common in advanced lung cancer patients. Cytological examination of pleural fluid is essential for identifying cell types but presents diagnostic challenges, particularly when reactive mesothelial cells mimic neoplastic cells. AI-powered diagnostic systems have emerged as valuable tools [...] Read more.
Background: Malignant pleural effusions (MPEs) are common in advanced lung cancer patients. Cytological examination of pleural fluid is essential for identifying cell types but presents diagnostic challenges, particularly when reactive mesothelial cells mimic neoplastic cells. AI-powered diagnostic systems have emerged as valuable tools in digital cytopathology. This study explores the applicability of machine-learning (ML) models and highlights the importance of accessible tools for clinicians, enabling them to develop AI solutions and make advanced diagnostic tools available even in resource-limited settings. The focus is on differentiating normal/reactive cells from neoplastic cells in pleural effusions linked to lung adenocarcinoma. Methods: A dataset from the Cytopathology Unit at the Sant’Andrea University Hospital comprising 969 raw images, annotated with 3130 single mesothelial cells and 3260 adenocarcinoma cells, was categorized into two classes based on morphological features. Object-detection models were developed using YOLOv8 and the latest YOLOv11 instance segmentation models. Results: The models achieved an Intersection over Union (IoU) score of 0.72, demonstrating robust performance in class prediction for both categories, with YOLOv11 showing performance improvements over YOLOv8 in different metrics. Conclusions: The application of machine learning in cytopathology offers clinicians valuable support in differential diagnosis while also expanding their ability to engage with AI tools and methodologies. The diagnosis of MPEs is marked by substantial morphological and technical variability, underscoring the need for high-quality datasets and advanced deep-learning models. These technologies have the potential to enhance data interpretation and support more effective clinical treatment strategies in the era of precision medicine. Full article
(This article belongs to the Special Issue Artificial Intelligence for Health and Medicine)
Show Figures

Figure 1

11 pages, 565 KB  
Article
Pleural Fluid Biomarkers of Pediatric Parapneumonic Effusion
by Jose D. Santotoribio, David Nuñez-Jurado, Jose L. Rubio-Prieto, Juan M. Guerrero, Juan Corral-Pérez and Juan J. Fernández-Alba
Diagnostics 2025, 15(9), 1086; https://doi.org/10.3390/diagnostics15091086 - 24 Apr 2025
Cited by 3 | Viewed by 1329
Abstract
Background/Objectives: Parapneumonic pleural effusion (PPE) secondary to community-acquired pneumonia is the most common cause of pediatric pleural effusion. This study aimed to evaluate the pleural fluid characteristics of pediatric patients with PPE and to compare biomarkers between infants (1–12 months) and children (1–14 [...] Read more.
Background/Objectives: Parapneumonic pleural effusion (PPE) secondary to community-acquired pneumonia is the most common cause of pediatric pleural effusion. This study aimed to evaluate the pleural fluid characteristics of pediatric patients with PPE and to compare biomarkers between infants (1–12 months) and children (1–14 years). Methods: Fifty-four pediatric patients (14 infants and 40 children) with PPE were included. Pleural fluid samples were analyzed for white blood cell (WBC) count, glucose, total protein, lactate dehydrogenase (LDH), adenosine deaminase (ADA), and pH levels. Differences between age groups and correlations between age and pleural fluid biomarkers were assessed. Results: Most pediatric PPE cases exhibited biochemical characteristics consistent with pleural exudate: WBC > 1000 cells/µL, total protein > 3 g/dL, LDH > 200 U/L. Infants showed a predominance of mononuclear WBC, while children exhibited a predominance of polymorphonuclear WBC. Glucose levels were higher, and total protein levels were lower in infants compared to children. Age was positively correlated with polymorphonuclear WBC percentage (rho = 0.509, p < 0.001) and protein levels (rho = 0.622, p < 0.001), whereas glucose levels were negatively correlated with age (rho = −0.274, p = 0.043). Conclusions: Age-specific differences in pleural fluid biomarkers were observed in pediatric patients with PPE, suggesting a more robust and acute inflammatory response in children compared to infants. These findings underscore the importance of considering age-related variations in the inflammatory response when diagnosing and managing PPE in pediatric populations. Full article
(This article belongs to the Section Clinical Laboratory Medicine)
Show Figures

Figure 1

12 pages, 2955 KB  
Case Report
Primary Pleural Lymphoma in an Immune-Competent Patient: A Diagnostic and Therapeutic Challenge
by Carlos Silva Paredes, Juan Lauretta, Marien Semprun, Diego Rivera-Porras, María Elena Viloria and Valmore Bermúdez
J. Pers. Med. 2025, 15(5), 162; https://doi.org/10.3390/jpm15050162 - 23 Apr 2025
Viewed by 957
Abstract
Background: Primary pleural lymphoma is a rare disease posing diagnostic and therapeutic challenges. Case presentation: We present a 65-year-old woman with dyspnoea, cough, and asthenia, with no significant past medical history. Chest X-ray and computed tomography showed extensive right pleural effusion. Video-assisted thoracoscopy [...] Read more.
Background: Primary pleural lymphoma is a rare disease posing diagnostic and therapeutic challenges. Case presentation: We present a 65-year-old woman with dyspnoea, cough, and asthenia, with no significant past medical history. Chest X-ray and computed tomography showed extensive right pleural effusion. Video-assisted thoracoscopy demonstrated multiple pleural nodules, while pleural fluid analysis revealed a lymphocytic exudate, and finally, a primary pleural lymphoma diagnosis was confirmed by immunohistochemistry analysis in pleural nodules biopsy. Discussion: In this regard, eight cycles of chemotherapy with cyclophosphamide, doxorubicin, vincristine, dexamethasone, and rituximab were indicated, and after one year of follow-up, complete clinical and radiological remission was observed. Conlusions: We conclude that video-assisted thoracoscopy with an appropriate histopathological examination remains the gold standard for diagnosis, while R-CHOP chemotherapy plus rituximab may represent a highly effective therapeutic choice. Full article
(This article belongs to the Special Issue Innovations in Cancer Immunology: Personalized Therapeutic Approaches)
Show Figures

Figure 1

Back to TopTop