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14 pages, 8757 KB  
Article
MRI in Chronic Pudendal Neuralgia: Diagnostic Criteria and Associated Pathologies
by Michele Gaeta, Sofia Turturici, Karol Galletta, Carmelo Geremia, Attilio Tuscano, Aurelio Gaeta, Marco Cavallaro, Salvatore Silipigni and Francesca Granata
Diagnostics 2026, 16(2), 326; https://doi.org/10.3390/diagnostics16020326 (registering DOI) - 20 Jan 2026
Abstract
Background/Objectives: Chronic pudendal neuralgia is a relatively rare condition in the general population, with an incidence of 1%. Although diagnosis of pudendal neuralgia is mainly clinical, Magnetic Resonance Imaging (MRI) is commonly performed to obtain further information. However, clear criteria and guidelines for [...] Read more.
Background/Objectives: Chronic pudendal neuralgia is a relatively rare condition in the general population, with an incidence of 1%. Although diagnosis of pudendal neuralgia is mainly clinical, Magnetic Resonance Imaging (MRI) is commonly performed to obtain further information. However, clear criteria and guidelines for MRI diagnosis and the clinical–radiological correlation are still not definite. Methods: We reviewed 81 patients with chronic pudendal neuralgia, studied by an MRI designed protocol for a pelvis and pelvic floor examination. A key element of the protocol was the use of a diffusion-weighted imaging (DWI) technique with echo planar imaging (EPI) sequence (b-values of 0, 100, and 600) for the neurographic evaluation of the nerve. Results: MRI examination revealed DWI abnormalities in 42/81 patients. Pudendal nerve abnormalities were unilateral in 33/42 patients and bilateral in 9/42. Moreover, in 23/42 patients, pathologies related to a high probability of neuropathy have been identified. Conclusions: This study highlights the role of pelvic MRI as a valuable imaging modality in the evaluation of patients with chronic pudendal neuralgia. In the study protocol we propose, an essential role is played by the DWI technique, which improves the visual definition of the pudendal nerve and related anatomical structures. By focusing on anatomical visualization and structured image interpretation, our work provides a practical imaging-oriented contribution to a field in which standardized MRI evaluation is still lacking. Full article
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12 pages, 813 KB  
Article
The Role of DLNO in the Functional Assessment of Patients with Idiopathic Pulmonary Fibrosis
by Pasquale Tondo, Josuel Ora, Matteo Pio Natale, Giulia Scioscia, Bartolomeo Zerillo, Matteo Salvatore Di Maggio, Paola Rogliani and Donato Lacedonia
Medicina 2026, 62(1), 208; https://doi.org/10.3390/medicina62010208 - 19 Jan 2026
Abstract
Background and Objectives: Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive interstitial lung disease characterized by alveolar-capillary membrane remodeling and impaired gas diffusion. The diffusing capacity of the lung for nitric oxide (DLNO) has been proposed as a physiological parameter reflecting membrane diffusing [...] Read more.
Background and Objectives: Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive interstitial lung disease characterized by alveolar-capillary membrane remodeling and impaired gas diffusion. The diffusing capacity of the lung for nitric oxide (DLNO) has been proposed as a physiological parameter reflecting membrane diffusing capacity and pulmonary vascular involvement, potentially providing complementary information to diffusing capacity of the lung for carbon monoxide (DLCO). This study aimed to evaluate the role of DLNO in the functional assessment of patients with IPF and its correlation with clinical and echocardiographic outcomes. Materials and Methods: This observational, retrospective study included 35 consecutive IPF patients receiving antifibrotic therapy between February and December 2023. All participants underwent plethysmography, combined single-breath DLNO and DLCO testing, six-minute walk test (6MWT), mMRC dyspnea scale assessment, and echocardiography for the estimation of a higher probability of pulmonary hypertension (PH). Results: DLNO was significantly lower in males compared to females (49.3 ± 16.7% vs. 74.6 ± 16.1%, p < 0.001), with a reduced DLNO/DLCO ratio in men. DLNO correlated with oxygen therapy requirement (p = 0.010) and lower oxygen saturation during the 6MWT (p = 0.021). Patients with higher echocardiographic probability of PH showed markedly reduced DLNO values (17.6 ± 7.6%, p = 0.016) and higher FVC/DLNO ratios (2.31 ± 0.85 vs. 1.65 ± 0.64, p = 0.023), together with lower DLCO levels (p = 0.037). Conclusions: DLNO may complement DLCO in the evaluation of gas exchange and alveolar-capillary dysfunction in IPF. Although preliminary, these findings support the potential clinical utility of DLNO as an adjunct parameter in the functional characterization of IPF. Further multicenter studies are warranted to confirm these results. Full article
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19 pages, 2204 KB  
Article
Machine Learning Approach for Differentiation of Pheochromocytoma from Adrenocortical Cancer and Non-Functioning Adrenal Adenomas
by Timur Nurkhabinov, Irena Ilovayskaya, Anna Lugovskaya, Victor Popov and Lidia Nefedova
Life 2026, 16(1), 164; https://doi.org/10.3390/life16010164 - 19 Jan 2026
Abstract
Background: The differentiation of pheochromocytoma (PCC) from other adrenal lesions, particularly in incidentalomas with non-benign radiological characteristics (size > 4 cm or density > 10 HU), remains a clinical challenge. The study aimed to develop and validate an interpretable machine learning (ML) model [...] Read more.
Background: The differentiation of pheochromocytoma (PCC) from other adrenal lesions, particularly in incidentalomas with non-benign radiological characteristics (size > 4 cm or density > 10 HU), remains a clinical challenge. The study aimed to develop and validate an interpretable machine learning (ML) model for pairwise differentiation of PCC from adrenocortical carcinomas (ACCs) and non-functioning adrenal adenomas (NAAs) and to identify the most important clinical features. Methods: We analyzed a dataset of 50 clinical, laboratory, and radiological parameters from 123 patients with histologically verified adrenal tumors (63 PCC, 30 ACC, 30 NAA). Four classifiers—Logistic Regression (LR), Random Forest (RF), Linear Discriminant Analysis (LDA), and Extreme Gradient Boosting (XGBoost)—were trained for binary classification tasks (PCC vs. ACC, PCC vs. NAA, ACC vs. NAA) using a robust nested stratified cross-validation pipeline to ensure generalizability and avoid overfitting. Results: All four models showed strong predictive performance, with discrimination (AUC) more than 0.8. Our analysis, based on the interpretable LR model, identified the key discriminators differentiated PCC from both ACC and NAA: maximum systolic blood pressure, grade 3 hypertension, headache, palpitation, tachycardia, male sex, and concomitant gastric and duodenal ulcers. In contrast, lower back pain and general weakness were strong signs of lower probability of PCC. The tumor density specifically differentiated PCC from NAA, whereas tumor size was an important marker for distinguishing PCC and ACC. Conclusions: We developed robust ML models capable of accurately differentiating PCC from other adrenal tumors in complex cases. The models provide a clinically actionable tool for pre-surgical decision support. Furthermore, the identification of key discriminative features enhances the clinical understanding of PCC and facilitates its differential diagnosis prior to histological verification. Full article
(This article belongs to the Special Issue Advanced Machine Learning for Disease Prediction and Prevention)
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23 pages, 1557 KB  
Systematic Review
Effectiveness of Negative Pressure Wound Therapy in Burns in Pediatric and Adolescent Patients: A Systematic Review and Meta-Analysis
by Celia Villalba-Aguilar, Juan Manuel Carmona-Torres, Lucía Villalba-Aguilar, Matilde Isabel Castillo-Hermoso, Rosa María Molina-Madueño and José Alberto Laredo-Aguilera
Healthcare 2026, 14(2), 242; https://doi.org/10.3390/healthcare14020242 - 19 Jan 2026
Abstract
Background: Burns represent a public health problem because they generate both physical and psychological damage, especially in the child and adolescent population, and high costs, especially due to the management of scars. Advances in burn care have improved survival and quality of life [...] Read more.
Background: Burns represent a public health problem because they generate both physical and psychological damage, especially in the child and adolescent population, and high costs, especially due to the management of scars. Advances in burn care have improved survival and quality of life for this population. New clinical trials have been conducted on the benefits of negative pressure wound therapy (NPWT), showing that it improves the healing of burns and the appearance of scars. Therefore, this study aims to analyze the efficacy of NPWT both alone and as an adjunct to conventional dressings in pediatric and adolescent patients compared with conventional treatments. Methodology: A systematic search was carried out between December 2023 and the last quarter of 2025 in databases such as PubMed, Scopus, CINAHL, and the Cochrane Library. This meta-analysis was performed following the PRISMA statement (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) and was registered in PROSPERO with registration number CRD42024597293. The risk of bias 2 (RoB2) tool was used to assess the risk of bias in the studies. Quantitative meta-analyses using random-model effects were performed only for variables with sufficient comparable data among studies. For other outcomes, where meta-analysis was not feasible due to lack of comparable data or control groups, results were synthesized qualitatively. Results: A total of seven articles (three clinical trials and four retrospective studies), in which a total of 323 subjects participated, were included. The main results demonstrate the efficacy of NPWT, as it decreases the re-epithelialization time, improves the appearance of scars (MD = −1.25 (95% CI between −1.80 and −0.70)), reduces the probability of skin grafts (OR = 0.17 (95% CI between 0.06 and 0.46)), and therefore, as there is less need for surgery and fewer dressing changes, reduces costs. Conclusions: NPWT offers significant clinical benefits in the treatment of burns in children and adolescents. Although a meta-analysis could not be performed due to the lack of a control group in some studies, studies with larger samples and multicenter designs will be necessary to better assess the relevant clinical outcomes. However, the results of this study show that NPWT is effective in treating burns in children and adolescents and that its use in clinical practice may represent a promising adjunctive therapy. Full article
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8 pages, 184 KB  
Brief Report
Gene Panel Approach to Screen for Hereditary Cerebral Small Vessel Disease: A Proof-of-Concept Study
by Chiara Ferraro, Silvia Giliani and Alessandro Pezzini
Genes 2026, 17(1), 98; https://doi.org/10.3390/genes17010098 (registering DOI) - 19 Jan 2026
Abstract
Background: The predictive performance of pre-screening phenotype-based algorithms in selecting patients with cerebral small vessel disease (cSVD), one of the main causes of ischaemic and haemorrhagic stroke and dementia, more likely to harbor clinically relevant genetic variants (CRGVs) has to date been poorly [...] Read more.
Background: The predictive performance of pre-screening phenotype-based algorithms in selecting patients with cerebral small vessel disease (cSVD), one of the main causes of ischaemic and haemorrhagic stroke and dementia, more likely to harbor clinically relevant genetic variants (CRGVs) has to date been poorly defined, making it a clinical challenge to decide which patients to screen for hereditary cSVD (hcSVD). Methods: We designed a high-throughput gene panel to identify variants in 27 candidate genes associated with cSVD and screened patients selected by a specific phenotype-based algorithm at one comprehensive stroke center from 2020 to 2023. We categorized participants into two sub-groups defined by pre-screening likelihood of hcSVD (hcSVD; High-Probability Group, HPG vs. Low-Probability Group, LPG) and compared the results of molecular analysis. Results: Among 65 probands, we detected four (6.1%) pathogenic CRGVs and seven (10.7%) variants of unknown significance (VUSs) in 11 (16.9%) patients. Pathogenic CRGVs were exclusively detected in the HPG (4/22 probands), corresponding to an 18.2% prevalence of hcSVD in this group. Of the seven VUSs, five (22.7%) were detected in the HPG vs. two (4.6%) in the LPG. Conclusions: The pragmatic algorithm we are proposing has the potential to help clinicians in identifying patients who are more likely to harbor monogenic disease. Full article
(This article belongs to the Section Genetic Diagnosis)
16 pages, 869 KB  
Article
A Retrospective Cohort Study to Determine COVID-19 Mortality, Survival Probability and Risk Factors Among Children in a South African Province
by Asongwe Lionel Ateh Tantoh, Makhutsisa Charlotte Mokoatle and Thokozani P. Mbonane
COVID 2026, 6(1), 20; https://doi.org/10.3390/covid6010020 - 18 Jan 2026
Abstract
Numerous factors contributed to coronavirus 2019 (COVID-19) disease recovery and death rates. In many countries, socioeconomics, morbidities, the experience of symptoms and access to healthcare services are major contributors to recovery and death rates. A retrospective cohort study was conducted to determine the [...] Read more.
Numerous factors contributed to coronavirus 2019 (COVID-19) disease recovery and death rates. In many countries, socioeconomics, morbidities, the experience of symptoms and access to healthcare services are major contributors to recovery and death rates. A retrospective cohort study was conducted to determine the morbidity, mortality, survival probability, and risk factors associated with COVID-19 among children in the Free State province, South Africa. A total of 846 patients’ records were used in the study. Using SPSS version 28 software, survival probability was determined using Kaplan–Meier estimation curves and Cox regression was used to determine the effect of sociodemographics and clinical manifestation information on time of death. The COVID-19 mortality rate was 13.12% in our study. There were more female patients (60%) than male patients (40%). In total, 71 patients had two or more morbidities, while 414 patients were asymptomatic. Patients between 5 and 18 years old were at twice the risk of dying of COVID-19, and male children were at a higher risk as well. Having more than one symptom was also a risk for dying in this study. Severe COVID-19 is attributed to numerous factors, and these are closely associated with surrounding environments and public health systems. The findings are important for the clinical management of similar diseases and circumstances in the future. Full article
(This article belongs to the Special Issue Post-Acute Infection Syndromes: Lessons from Long COVID and Long Flu)
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10 pages, 540 KB  
Review
Not All Patients Need a CT When the Appendix Is Not Seen on Ultrasound: A Scoping Review
by Ali Ramji, Justin J. Y. Kim, Gavin Low, Karim Samji and Mitchell P. Wilson
Diagnostics 2026, 16(2), 304; https://doi.org/10.3390/diagnostics16020304 - 17 Jan 2026
Viewed by 72
Abstract
Background/Objective: Recent North American guidelines suggest that CT is indicated for further evaluation where ultrasound (US) is negative, although the negative predictive value (NPV) of ultrasound in adult patients when the appendix is not seen remains unclear. To assess the negative predictive [...] Read more.
Background/Objective: Recent North American guidelines suggest that CT is indicated for further evaluation where ultrasound (US) is negative, although the negative predictive value (NPV) of ultrasound in adult patients when the appendix is not seen remains unclear. To assess the negative predictive value (NPV) of ultrasound in adult patients when the appendix is not seen. Methods: A scoping review of MEDLINE and EMBASE was performed from inception to 13 May 2025 using PRISMA-ScR guidelines to identify studies evaluating the outcome of adult patients where the appendix is not seen on ultrasound, with preference for studies where there were no secondary signs of acute appendicitis (right lower quadrant free fluid, abscess, ileus, echogenic fat or regional lymphadenopathy). Original studies with at least 10 patients were included in the review. The reference standard included a combination of clinical follow-up, CT and/or pathology. Data synthesis was provided as a qualitative review of the existing literature. Results: Six studies were included in the review. The number of included patients range from 12 to 179 with a mean age of 29–38 years. Few studies reported the patient BMI. NPVs ranged from 80 to 90% for all indeterminate ultrasounds and 83 to 95% for studies where secondary signs of appendicitis were excluded (90 to 95% when non-surgical reference standards were included). Two studies reported NPVs of 96–100% when the pre-test probability was low. Conclusions: The NPV of indeterminate ultrasound for adult patients with right lower quadrant pain and no secondary signs of appendicitis is likely ≥90%. When combined with a low clinical suspicion, the NPV is likely >95%. The appropriateness of a subsequent CT indication when the appendix is not visualized on ultrasound should be determined on an individualized basis. Full article
(This article belongs to the Special Issue Advances in Diagnosis of Digestive Diseases)
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13 pages, 2238 KB  
Article
The Safety and Efficacy of Mechanical Thrombectomy with Acute Carotid Artery Stenting in an Extended Time Window: A Single-Center Study
by Bartosz Jabłoński, Adam Wyszomirski, Aleksandra Pracoń, Marcin Stańczak, Dariusz Gąsecki, Tomasz Gorycki, Waldemar Dorniak, Bartosz Regent, Michał Magnus, Bartosz Baścik, Edyta Szurowska and Bartosz Karaszewski
Med. Sci. 2026, 14(1), 47; https://doi.org/10.3390/medsci14010047 - 17 Jan 2026
Viewed by 52
Abstract
Background/Objectives: Acute ischemic stroke (AIS) associated with cervical carotid artery pathology remains a therapeutic challenge due to uncertainty regarding emergent carotid artery stenting (eCAS) and the need for intensified antithrombotic therapy, which may increase the risk of hemorrhagic transformation (HT). This retrospective [...] Read more.
Background/Objectives: Acute ischemic stroke (AIS) associated with cervical carotid artery pathology remains a therapeutic challenge due to uncertainty regarding emergent carotid artery stenting (eCAS) and the need for intensified antithrombotic therapy, which may increase the risk of hemorrhagic transformation (HT). This retrospective cohort study evaluated the functional and safety outcomes of eCAS within an extended treatment time window. Methods: We analyzed 139 consecutive patients with anterior circulation AIS and large vessel occlusion treated with mechanical thrombectomy between 2019 and 2024. Patients were eligible for MT within 24 h based on clinical–core mismatch (DAWN) or perfusion–core mismatch (DEFUSE 3) criteria. Outcomes were compared between patients treated with eCAS and those undergoing MT without stenting. Results: Twenty-five patients underwent eCAS, predominantly for tandem lesions (80%). Median age was 66 years, median baseline NIHSS was 14, and median infarct core volume on DWI/CTP was 15 mL. Baseline characteristics were comparable between groups, except for the site of occlusion (p < 0.001). A good functional outcome (modified Rankin Scale, mRS 0–2 at 90 days) was observed in 60% of patients in the eCAS group versus 43% in the non-stenting group, without statistical significance (p = 0.067). Rates of parenchymal hematoma (12% vs. 18.4%) and symptomatic intracerebral hemorrhage (8% vs. 3.5%) were similar between groups. Conclusions: In this single-center cohort, eCAS performed in an extended time window did not demonstrate a clear signal of increased hemorrhagic risk. However, residual confounding and imbalance between treatment groups persisted despite the application of inverse probability weighting (IPW), and the findings should be interpreted cautiously. Full article
(This article belongs to the Section Translational Medicine)
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19 pages, 4459 KB  
Article
Rubia cordifolia L. Dichloromethane Extract Ameliorates Contrast-Induced Acute Kidney Injury by Activating Autophagy via the LC3B/p62 Axis
by Xiaoying Sun, Kangxu He, Guanzhong Chen, Xiaoda Yang, Xinhui Pan and Kai Liao
Molecules 2026, 31(2), 316; https://doi.org/10.3390/molecules31020316 - 16 Jan 2026
Viewed by 189
Abstract
Contrast-induced acute kidney injury (CIAKI) has emerged as the third most prevalent etiology of clinically acquired acute kidney injury, with a lack of specific preventive and therapeutic strategies. Rubia Cordifolia L. (madder root), a medicinal herb with a long-standing history and extensive clinical [...] Read more.
Contrast-induced acute kidney injury (CIAKI) has emerged as the third most prevalent etiology of clinically acquired acute kidney injury, with a lack of specific preventive and therapeutic strategies. Rubia Cordifolia L. (madder root), a medicinal herb with a long-standing history and extensive clinical application, exhibits multiple pharmacological activities. This study aimed to clarify the renal protective effect of Rubia cordifolia L. dichloromethane extract (RCDE) on CIAKI modeling rats and investigate potential anti-apoptotic and autophagy-inducing effects molecular mechanisms. In this study, RCDE constituents were identified by UPLC-Q-TOF-MS. A CIAKI rat model was established to evaluate the nephroprotective effect of RCDE. The results showed that RCDE high-dose group significantly decreased serum SCr and BUN levels, attenuated renal histopathological damage, and modulated oxidative stress markers by decreasing MDA and CAT while increasing SOD, compared with the model group. It downregulated the expressions of Bcl-2, caspase-3 and p62, upregulated the expressions of Bax, Beclin1 and reduced the LC3B-II/LC3B-I ratio in renal tissues. Molecular docking indicates that anthraquinone compounds are probably the principal active constituents of RCDE. This study provides experimental evidence for the intervention efficacy of RCDE against CIAKI. Full article
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15 pages, 2108 KB  
Article
[18F]FDG PET/MRI in Endometrial Cancer: Prospective Evaluation of Preoperative Staging, Molecular Characterization and Prognostic Assessment
by Carolina Bezzi, Gabriele Ironi, Tommaso Russo, Giorgio Candotti, Federico Fallanca, Carlotta Sabini, Ana Maria Samanes Gajate, Samuele Ghezzo, Alice Bergamini, Miriam Sant’Angelo, Luca Bocciolone, Giorgio Brembilla, Paola Scifo, GianLuca Taccagni, Onofrio Antonio Catalano, Giorgia Mangili, Massimo Candiani, Francesco De Cobelli, Arturo Chiti, Paola Mapelli and Maria Picchioadd Show full author list remove Hide full author list
Cancers 2026, 18(2), 280; https://doi.org/10.3390/cancers18020280 - 16 Jan 2026
Viewed by 73
Abstract
Background/Objectives: Early and accurate characterization of endometrial cancer (EC) is crucial for patient management, but current imaging modalities lack in diagnostic accuracy and ability to assess molecular profiles. The aim of this study is to evaluate hybrid [18F]FDG PET/MRI’s diagnostic accuracy [...] Read more.
Background/Objectives: Early and accurate characterization of endometrial cancer (EC) is crucial for patient management, but current imaging modalities lack in diagnostic accuracy and ability to assess molecular profiles. The aim of this study is to evaluate hybrid [18F]FDG PET/MRI’s diagnostic accuracy in EC staging and role in predicting tumor aggressiveness, molecular characterization, and recurrence. Methods: A prospective study (ClinicalTrials.gov, ID:NCT04212910) evaluating EC patients undergoing [18F]FDG PET/MRI before surgery (2018–2024). Histology, immunohistochemistry, and patients’ follow-up (mean FU time: 3.13y) were used as the reference standard. [18F]FDG PET/MRI, PET only, and MRI only were independently reviewed to assess the diagnostic accuracy (ACC), sensitivity (SN), specificity (SP), and positive/negative predictive value (PPV, NPV). Imaging parameters were extracted from [18F]FDG PET and pcT1w, T2w, DWI, and DCE MRI. Spearman’s correlations, Fisher’s exact test, ROC-AUC analysis, Kaplan–Meier survival curves, log-rank tests and Cox proportional hazards models were applied. Results: Eighty participants with primary EC (median age 63 ± 12 years) were enrolled, with 17% showing LN involvement. [18F]FDG PET/MRI provided ACC = 98.75%, SN = 98.75%, and PPV = 100% for primary tumor detection, and ACC = 92.41%, SN = 84.62%, SP = 93.94%, PPV = 73.33%, and NPV = 96.88% for LN detection. PET/MRI parameters predicted LN involvement (AUC = 79.49%), deep myometrial invasion (79.78%), lymphovascular space invasion (82.00%), p53abn (71.47%), MMRd (74.51%), relapse (82.00%), and postoperative administration of adjuvant therapy (79.64%). Patients with a tumor cranio-caudal diameter ≥ 43 mm and MTV ≥ 13.5 cm3 showed increased probabilities of recurrence (p < 0.001). Conclusions: [18F]FDG PET/MR showed exceptional accuracy in EC primary tumor and LN detection. Derived parameters demonstrated potential ability in defining features of aggressiveness, molecular alterations, and tumor recurrence. Full article
(This article belongs to the Special Issue Molecular Biology, Diagnosis and Management of Endometrial Cancer)
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14 pages, 851 KB  
Article
Combined ACL and ALL Reconstruction Using Allografts as the ACL Graft Source Reduces Surgical Failure and Improves Graft Maturity Compared with Isolated ACL Reconstruction
by Hyun-Soo Moon, Sungjun Kim, Min Jung, Kwangho Chung, Se-Han Jung, Junhee Cho, Gyunghyun Shin and Sung-Hwan Kim
J. Clin. Med. 2026, 15(2), 735; https://doi.org/10.3390/jcm15020735 - 16 Jan 2026
Viewed by 60
Abstract
Objectives: This study aimed to perform matched comparisons of the surgical outcomes of combined anterior cruciate ligament (ACL) and anterolateral ligament (ALL) reconstruction with those of isolated ACL reconstruction, in which allografts were used for the ACL. Methods: Patients who underwent anatomical ACL [...] Read more.
Objectives: This study aimed to perform matched comparisons of the surgical outcomes of combined anterior cruciate ligament (ACL) and anterolateral ligament (ALL) reconstruction with those of isolated ACL reconstruction, in which allografts were used for the ACL. Methods: Patients who underwent anatomical ACL reconstruction with or without additional ALL reconstruction between 2017 and 2023 and had a minimum follow-up of 2 years were included and grouped according to whether an additional ALL reconstruction was performed. The cohorts were statistically adjusted using an inverse probability of treatment weighting (IPTW) to control for potential confounders related to surgical indication, including age, activity level, sex, rotational knee laxity, and preoperative osteoarthritic grade. Between-group comparisons were conducted for baseline characteristics, clinical outcomes, knee laxity, and radiologic parameters. Results: Fifty-nine patients were included (Group 1: 39 isolated ACL reconstructions; Group 2: 20 combined ACL and ALL reconstructions). Before IPTW adjustment, a significant difference was observed in the preoperative pivot-shift test (p = 0.008), which was no longer significant after weighting. Postoperative functional outcomes and knee stability were comparable between groups; however, the incidence of surgical failure was significantly lower in Group 2 both before and after IPTW adjustment (p = 0.044 and p = 0.049, respectively). Regarding radiologic parameters, the signal-to-noise quotient of the ACL graft was also significantly lower in Group 2, both before and after IPTW adjustment (p = 0.046 and p = 0.038, respectively). Conclusions: In ACL reconstruction using allografts, the addition of ALL reconstruction resulted in more favorable clinical and radiologic outcomes—particularly a lower incidence of surgical failure and greater postoperative graft maturity—compared with isolated ACL reconstruction. Full article
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7 pages, 362 KB  
Brief Report
PRE-ECV Score: Validation of a Pre-Specified Tool for Predicting the Success of External Cephalic Version at Term—Proof of Concept
by Maisa Manasar-Dyrbuś, Kacper Niziński, Kaja Skowronek, Ewa Winkowska, Rafał Stojko and Jakub Staniczek
J. Clin. Med. 2026, 15(2), 724; https://doi.org/10.3390/jcm15020724 - 15 Jan 2026
Viewed by 122
Abstract
Objectives: We aimed to validate the predictive performance of the PRE-ECV Score, a pre-specified clinical tool, using logistic recalibration and bootstrap optimism correction to estimate the probability of successful external cephalic version (ECV) at term. Methods: The PRE-ECV Score was defined a priori [...] Read more.
Objectives: We aimed to validate the predictive performance of the PRE-ECV Score, a pre-specified clinical tool, using logistic recalibration and bootstrap optimism correction to estimate the probability of successful external cephalic version (ECV) at term. Methods: The PRE-ECV Score was defined a priori based on a literature review and expert consensus, incorporating eight variables supported by level A or B scientific evidence (total score range 0–13). Validation of this pre-specified score was performed in a retrospective, single-center cohort of 100 consecutive ECV procedures between November 2023 and October 2025. Study conduct and reporting adhered to the Transparent Reporting of a multivariable prediction model for Individual Prognosis or Diagnosis (TRIPOD) statement. Results: The revised PRE-ECV Score demonstrated moderate discrimination (AUC = 0.76; 95% CI, 0.66–0.85). Calibration was moderate, with a bootstrap-corrected intercept of −3.02 (95% CI, −5.42 to −1.51) and a calibration slope of 0.70 (95% CI, 0.44–1.18). Observed ECV success rates increased across score strata, from 34.6% (0–4 points) to 79.4% (5–8 points) and 100% (≥9 points). Conclusions: The PRE-ECV Score demonstrated moderate discrimination and satisfactory calibration in this single-center validation. Given the small sample and model optimism, these results should be interpreted strictly as proof-of-concept. Full article
(This article belongs to the Section Clinical Guidelines)
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21 pages, 830 KB  
Article
Predicting Breast Cancer Mortality Using SEER Data: A Comparative Analysis of L1-Logistic Regression and Neural Networks
by Mayra Cruz-Fernandez, Francisco Antonio Castillo-Velásquez, Carlos Fuentes-Silva, Omar Rodríguez-Abreo, Rafael Rojas-Galván, Marcos Avilés and Juvenal Rodríguez-Reséndiz
Technologies 2026, 14(1), 66; https://doi.org/10.3390/technologies14010066 - 15 Jan 2026
Viewed by 134
Abstract
Breast cancer remains a leading cause of mortality among women worldwide, motivating the development of transparent and reproducible risk models for clinical decision making. Using the open-access SEER Breast Cancer dataset (November 2017 release), we analyzed 4005 women diagnosed between 2006 and 2010 [...] Read more.
Breast cancer remains a leading cause of mortality among women worldwide, motivating the development of transparent and reproducible risk models for clinical decision making. Using the open-access SEER Breast Cancer dataset (November 2017 release), we analyzed 4005 women diagnosed between 2006 and 2010 with infiltrating duct and lobular carcinoma (ICD-O-3 8522/3). Thirty-one clinical and demographic variables were preprocessed with one-hot encoding and z-score standardization, and the lymph node ratio was derived to characterize metastatic burden. Two supervised models, L1-regularized logistic regression and a feedforward artificial neural network, were compared under identical preprocessing, fixed 60/20/20 data splits, and stratified five-fold cross-validation. To define clinically meaningful endpoints and handle censoring, we reformulated mortality prediction as fixed-horizon classification at 3 and 5 years, and evaluated discrimination, calibration, and operating thresholds. Logistic regression demonstrated consistently strong performance, achieving test ROC-AUC values of 0.78 at 3 years and 0.75 at 5 years, with substantially superior calibration (Brier score less than or equal to 0.12, ECE less than or equal to 0.03). A structured hyperparameter search with repeated-seed evaluation identified optimal neural network architectures for each horizon, yielding test ROC-AUC values of 0.74 at 3 years and 0.73 at 5 years, but with markedly poorer calibration (ECE 0.19 to 0.23). Bootstrap analysis showed no significant AUC difference between models at 3 years, but logistic regression exhibited greater stability across folds and lower sensitivity to feature pruning. Overall, L1-regularized logistic regression provides competitive discrimination (ROC-AUC 0.75 to 0.78), markedly superior probability calibration (ECE below 0.03 versus 0.19 to 0.23 for the neural network), and approximately 40% lower cross-validation variance, supporting its use for scalable screening, risk stratification, and triage workflows on structured registry data. Full article
(This article belongs to the Section Assistive Technologies)
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21 pages, 1183 KB  
Article
Resistance, Ineffectiveness, and Off-Label Use Related to Cephalosporins from the Reserve Group—A Pharmacovigilance Signal Detection Study on EudraVigilance Database
by Anca Maria Arseniu, Bogdan Ioan Vintila, Anca Butuca, Laurentiu Stoicescu, Adina Frum, Adriana Aurelia Chis, Rares Arseniu, Felicia Gabriela Gligor, Steliana Ghibu, Claudiu Morgovan and Carmen Maximiliana Dobrea
Pharmaceuticals 2026, 19(1), 155; https://doi.org/10.3390/ph19010155 - 15 Jan 2026
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Abstract
Background/Objectives: Antimicrobial resistance (AMR) is considered a major threat by the healthcare community. In this context, the AWaRe (Access, Watch, Reserve) classification of antibiotics is a valuable tool that can assist physicians during the clinical decision process and pharmacists in promoting the [...] Read more.
Background/Objectives: Antimicrobial resistance (AMR) is considered a major threat by the healthcare community. In this context, the AWaRe (Access, Watch, Reserve) classification of antibiotics is a valuable tool that can assist physicians during the clinical decision process and pharmacists in promoting the rational use of antibiotics. Pharmacovigilance studies based on real-world evidence offer valuable insight into the AMR phenomenon. The aim of this study was the assessment of the resistance, ineffectiveness, and off-label use signals of all five cephalosporins belonging to the Reserve group (ceftazidime/avibactam, ceftaroline, cetolozane/tazobactam, ceftobiprole, and cefiderocol). Methods: The study was conducted using descriptive approaches on EudraVigilance data and disproportionality analyses comparing each of the fourteen cephalosporins in the Watch group. Results: Ceftazidime/avibactam (n = 904, 38.6%) topped the reports, followed by ceftaroline (n = 559, 23.9%) and ceftolazane/tazobactam (n = 560, 23.9%). The lowest number of reports was submitted for cefiderocol (n = 176, 7.5%) and ceftobiprole (n = 146, 6.2%). The resistance to ceftazidime/avibactam, cefiderocol, and ceftolozane/tazobactam was reported with a higher probability than all others, the strongest signal being observed for cefiderocol against cefixime (ROR: 171.25, 95% CI 79.64–368.27). All cephalosporins from the Reserve group (except ceftobiprole) have higher probability for reporting ineffectiveness than cephalosporins from the Watch group; the strongest signal was observed for cefiderocol–cefditoren (ROR: 14.70, 95% CI 6.73–32.11). All cephalosporines from the Reserve group had a higher probability of reporting off-label use by comparison with the ones from the Watch group, except for two cases of no disproportionate signal between cefiderocol–cefoperazone and cefiderocol–ceftizoxime; the strongest signal was observed for ceftolozane/tazobactam–cefotaxim (ROR: 43.61, 95% CI 30.14–63.09). Conclusions: This analysis supplements information from clinical trials and current clinical practice, underscoring the critical need for rigorous antibiotic stewardship programs. Notably, even restricted use of cephalosporins demonstrated therapeutic failure and inappropriate utilization. Full article
(This article belongs to the Special Issue Antibiotic Resistance and Misuse)
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15 pages, 1258 KB  
Article
A Cross-Sectional Study on Relationships Between Depression and Anxiety in Hidradenitis Suppurativa Patients and Disease Severity, Subjective Symptoms and Quality of Life
by Marta Szepietowska, Piotr K. Krajewski, Przemyslaw Pacan, Anna Wojas-Pelc, Lukasz Matusiak and Andrzej K. Jaworek
J. Clin. Med. 2026, 15(2), 700; https://doi.org/10.3390/jcm15020700 - 15 Jan 2026
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Abstract
Background/Objectives: Hidradenitis suppurativa (HS) is a chronic, inflammatory, and recurrent disorder of the pilosebaceous unit with numerous comorbidities. Growing evidence suggests that depression and anxiety occur more frequently in HS patients, yet their relationship with clinical severity and especially subjective symptoms remains [...] Read more.
Background/Objectives: Hidradenitis suppurativa (HS) is a chronic, inflammatory, and recurrent disorder of the pilosebaceous unit with numerous comorbidities. Growing evidence suggests that depression and anxiety occur more frequently in HS patients, yet their relationship with clinical severity and especially subjective symptoms remains insufficiently understood. The aim of this study was to assess the prevalence and severity of probable depressive and anxiety symptoms in Polish patients with HS and to examine their associations with clinical disease severity, pain and itch intensity, and quality of life (QoL). Methods: Eighty-four HS patients were included in this cross-sectional study. Disease severity was assessed using Hurley staging and the IHS4. Pain and itch intensity were evaluated using the Numeric Rating Scale (NRS). Psychological assessment included self-administered screening questionnaires, such as PHQ-9 and HADS-D for depression and GAD-7 and HADS-A for anxiety. QoL was measured using DLQI and HiSQOL instruments. Statistical analyses were performed with p < 0.05 considered significant. Results: Possible depressive disorders were identified in 25.0% of patients. PHQ-9 and HADS-D scores differed significantly across Hurley stages and correlated positively with IHS4. Possible anxiety disorder according to GAD-7 criteria was present in 15.5% of patients. Both GAD-7 and HADS-A correlated with IHS4. They also showed correlations with pain and/or itch intensity. All psychological measures showed strong correlations with both QoL instruments. Conclusions: Depression and anxiety seem to be common in HS and closely associated with clinical severity and reduced QoL. Their relation with pain and itch requires further studies. These findings underscore the need for multidisciplinary management in HS care. Full article
(This article belongs to the Topic Advances in Psychodermatology)
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