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19 pages, 5703 KiB  
Article
Quality of Life Identifies High-Risk Groups in Advanced Rectal Cancer Patients
by Anna-Lena Zollner, Daniel Blasko, Tim Fitz, Claudia Schweizer, Rainer Fietkau and Luitpold Distel
Healthcare 2025, 13(15), 1782; https://doi.org/10.3390/healthcare13151782 - 23 Jul 2025
Viewed by 39
Abstract
Background/Objectives: Quality of life (QoL) is a valuable tool for evaluating treatment outcomes and identifying patients who may benefit from early supportive interventions. This study aimed to determine whether specific QoL results in patients with advanced rectal cancer could identify groups with [...] Read more.
Background/Objectives: Quality of life (QoL) is a valuable tool for evaluating treatment outcomes and identifying patients who may benefit from early supportive interventions. This study aimed to determine whether specific QoL results in patients with advanced rectal cancer could identify groups with an unfavourable prognosis in long-term follow-up. Methods: A total of 570 patients with advanced rectal cancer were prospectively assessed, during and up to five years after neoadjuvant radiochemotherapy, using the QLQ-C30 and QLQ-CR38 questionnaires. We analysed 27 functional and symptom-related scores to identify associations with overall survival, once at baseline, three times during therapy, and annually from years one to five post-therapy. Results: Poor quality of life scores were consistently associated with shorter overall survival. The functional scores of physical functioning, role functioning, and global health, as well as the symptom scores of fatigue, dyspnoea, and chemotherapy side effects, were highly significant for overall survival at nearly all time points except for the immediate preoperative assessment. Patients over the age of 64 with lower QoL scores showed a significantly reduced probability of survival in the follow-up period, and patients who reported poor QoL in at least two of the first three questionnaires during the initial phase of treatment showed significantly reduced overall survival. Conclusions: Early and repeated QoL assessments, particularly within the first weeks of therapy, offer critical prognostic value in advanced rectal cancer. Identifying patients with an unfavourable prognosis might allow faster interventions that could improve survival outcomes. Integrating QoL monitoring into routine clinical practice could enhance individualised care and support risk stratification. Full article
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13 pages, 766 KiB  
Article
Combined Minimal Residual Disease Evaluation in Bone Marrow and Apheresis Samples in Multiple Myeloma Patients Undergoing Autologous Stem Cell Transplantation Improves Outcome Prediction
by Irene Attucci, Benedetta Peruzzi, Chiara Nozzoli, Serena Guerrieri, Sofia Pilerci, Riccardo Boncompagni, Serena Urbani, Chiara Orazzini, Sara Bencini, Manuela Capone, Maria Messeri, Roberto Caporale, Francesco Annunziato, Alessandro M. Vannucchi and Elisabetta Antonioli
Cancers 2025, 17(15), 2439; https://doi.org/10.3390/cancers17152439 - 23 Jul 2025
Viewed by 100
Abstract
Introduction: Despite the approval of novel agents that have significantly improved long-term survival rates for multiple myeloma (MM) patients undergoing autologous stem cell transplant (ASCT), most patients eventually relapse. The failure to achieve or maintain bone marrow (BM) minimal residual disease (MRD) [...] Read more.
Introduction: Despite the approval of novel agents that have significantly improved long-term survival rates for multiple myeloma (MM) patients undergoing autologous stem cell transplant (ASCT), most patients eventually relapse. The failure to achieve or maintain bone marrow (BM) minimal residual disease (MRD) negativity is a recognised adverse prognostic factor for progression-free survival (PFS) and overall survival (OS). Contamination of stem cell apheresis by clonal plasma cells may also affect prognosis, though data remain limited. Methods: We conducted a prospective, single-centre observational study including 100 newly diagnosed MM patients eligible for ASCT and treated with bortezomib-based triplet induction. MRD was assessed both on BM and apheresis samples using multiparameter flow cytometry (MFC-MRD) with a sensitivity of 10−5. Results: Clonal plasma cells were detected in 22 apheresis samples (aMRD+), all of which were associated with BM MRD positivity. Patients with aMRD+ had inferior pre-ASCT responses (≥VGPR: 10% vs. 63%, p = 0.005) and worse post-ASCT BM MRD negativity rates (4% vs. 49%, p = 0.048). After a median follow-up of 52.4 months, aMRD+ was associated with shorter progression-free survival (median 38.5 vs. not reached, p = 0.007) and overall survival (median 60 months vs. not reached, p = 0.003). Conclusions: Contamination of the apheresis product is associated with persistent BM disease and poorer outcomes. Combined MRD assessment in both bone marrow and apheresis may improve risk stratification in MM patients undergoing ASCT. Full article
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16 pages, 249 KiB  
Article
The Role of Echocardiographic Right Atrial Strain Parameters in Evaluating Atrial Fibrillation Recurrence in Patients Undergoing Atrial Fibrillation Ablation
by Hasan Can Konte, Emir Dervis, Idris Yakut and Dursun Aras
J. Clin. Med. 2025, 14(14), 5155; https://doi.org/10.3390/jcm14145155 - 21 Jul 2025
Viewed by 195
Abstract
Background: Atrial fibrillation (AF) recurrence following catheter ablation remains a significant clinical challenge despite technological advancements, with recurrence rates in the range of 20–40%. While left atrial parameters have been extensively studied as predictors of recurrence, the contribution of right atrial mechanical function [...] Read more.
Background: Atrial fibrillation (AF) recurrence following catheter ablation remains a significant clinical challenge despite technological advancements, with recurrence rates in the range of 20–40%. While left atrial parameters have been extensively studied as predictors of recurrence, the contribution of right atrial mechanical function has received limited attention. The hypothesis that the combined assessment of right and left atrial strain parameters may provide superior predictive value represents an important clinical question with potential implications for post-ablation risk stratification and follow-up strategies. Methods: This single-center, retrospective cohort study included 100 consecutive adult patients who underwent AF ablation between May 2022 and June 2024 with at least one-year follow-up. Patients were divided into two groups: those with recurrence (n = 13) and those without recurrence (n = 87). A comprehensive echocardiographic assessment, including the speckle-tracking strain analysis of both atria, was performed. Results: The median follow-up was 365 days [range: 150–912 days] in patients with recurrence. In the multivariable analysis, right ventricular diameter (OR: 0.74; 95% CI: 0.61–0.90; p = 0.001), left ventricular end-diastolic volume (OR: 1.04; 95% CI: 1.00–1.08; p = 0.022), and left ventricular global longitudinal strain rate (OR: 1.22; 95% CI: 1.05–1.40; p = 0.007) emerged as independent predictors of recurrence. Conclusions: The significant association of right atrial longitudinal reservoir strain with recurrence in univariable analysis, although not retained as an independent predictor in the multivariable model, suggests the importance of comprehensive cardiac assessment including right heart parameters in predicting AF recurrence. Full article
(This article belongs to the Section Cardiology)
24 pages, 31371 KiB  
Article
Ultrasound Phenotype-Based Approach to Treatment Choice in Osteoarthritis
by Rositsa Karalilova, Velichka Popova, Konstantin Batalov, Dimitar Kolev, Lyatif Kodzhaahmed, Dimitrina Petrova-Stoyankova, Nikola Tepeliev, Tsvetelina Kostova, Lili Mekenyan and Zguro Batalov
Life 2025, 15(7), 1140; https://doi.org/10.3390/life15071140 - 19 Jul 2025
Viewed by 236
Abstract
Introduction/Objectives: Osteoarthritis (OA) is a chronic systemic disease that affects the entire array of joint structures. It is one of the most common chronic, socially significant diseases, associated with a decline in the quality of life of patients and constantly increasing the cost [...] Read more.
Introduction/Objectives: Osteoarthritis (OA) is a chronic systemic disease that affects the entire array of joint structures. It is one of the most common chronic, socially significant diseases, associated with a decline in the quality of life of patients and constantly increasing the cost of treatment. Clinical trial outcomes are largely inconclusive, and OA remains one of the few musculoskeletal diseases without an established disease-modifying therapy. One potential explanation is the use of ineffective tools for OA classification, patient stratification, and the assessment of disease progression. There is growing interest in musculoskeletal ultrasonography (MSK US), as it enables the dynamic visualization of the examined structures and gives information about both inflammatory and structural changes that have occurred. Determining the leading ultrasound phenotype, which depends on the most damaged tissue at a given time (bone, cartilage, synovial membrane, joint capsule, ligaments, tendons, menisci, etc.), can rationalize therapy use by selecting patients more suitable for specific treatments. This article aims to evaluate and summarize the potential of MSK US in the process of determining the clinical phenotype of OA and to emphasize the importance of this imaging modality in evaluating further therapeutic strategies. Method: A single-center prospective study conducted in the period of September 2023–June 2024 enrolled 259 consecutive patients with proven OA. The statistical program Minitab version 22.2.1 (2025) was used to analyze the data. The predominant and secondary phenotypes were tabulated for each OA localization and were presented numerically and as relative proportions (%). The rate of the most frequently occurring phenotypes was compared against that of the less frequent ones through paired z-tests. The initially acceptable type I error was set at 5%; it was further adjusted for the number of comparisons (Bonferroni). Results: The most frequent and predominant US phenotype for patients with knee OA was intra-articular effusion (n = 47, 37.90%). It was significantly higher compared to the rest of the US phenotypes: synovial proliferation (n = 22, 17.70%; p < 0.001), cartilage destruction (n = 26, 21%; p = 0.001), altered subchondral bone (n = 8, 6.50%; p < 0.001), extra-articular soft tissue changes (n = 12, 9.70%; p < 0.001), crystal deposits (n = 6, 4.8%; p < 0.001), and post-traumatic (n = 3, 2.40%; p < 0.001). The most common US phenotype for hip OA was altered subchondral bone (n = 32, 47.1%), with significant differences from intra-articular effusion (n = 12, 17.60%; p = 0.001), synovial proliferation (n = 5, 7.40; p = 0.001), cartilage destruction (n = 12, 17.60%; p = 0.001), extra-articular soft tissue changes (n = 3, 4.40%; p = 0.001), crystal deposits (n = 3, 4.40%; p = 0.001), and post-traumatic (n = 0). Altered subchondral bone was also the leading US phenotype for hand OA (n = 31, 55.40%), with significant differences compared to intra-articular effusion (n = 1, 1.80%; p < 0.001), synovial proliferation (n = 7, 12.50%; p < 0.001), cartilage destruction (n = 11, 19.60%; p < 0.001), extra-articular soft tissue changes (n = 2, 3.60%; p < 0.001), crystal deposits (n = 3, 5.40%; p < 0.001), and post-traumatic (n = 1, 1.80%, p < 0.001). For shoulder OA, extra-articular soft tissue changes were the most frequent (n = 8, 46.20%), followed by post-traumatic (n = 4, 30.70%), as the rate of both phenotypes was significantly higher compared to that of intra-articular effusion (n = 0), synovial proliferation (n = 0), cartilage destruction (n = 1, 7.70%; p = 0.003), and crystal deposits (n = 0). Conclusions: The therapeutic approach for OA is a dynamic and intricate process, for which the type of affected joint and the underlying pathogenetic mechanism at a specific stage of the disease’s evolution is essential. MSK US is one of the options for the clinical phenotyping of OA. Some of the suggested ultrasound subtypes may serve as the rationale for selecting a particular treatment. Full article
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16 pages, 745 KiB  
Article
Immature Platelet Fraction as a Sensitive Biomarker in Neonatal Sepsis: Diagnostic Performance Preceding Thrombocytopenia
by Ilkay Er and Medeni Arpa
Children 2025, 12(7), 931; https://doi.org/10.3390/children12070931 - 15 Jul 2025
Viewed by 153
Abstract
Background: Early and accurate diagnosis of neonatal sepsis remains a clinical challenge due to nonspecific signs and limitations of conventional biomarkers. The immature platelet fraction (IPF), a novel hematologic parameter reflecting thrombopoietic activity, has emerged as a potential early sepsis indicator. This [...] Read more.
Background: Early and accurate diagnosis of neonatal sepsis remains a clinical challenge due to nonspecific signs and limitations of conventional biomarkers. The immature platelet fraction (IPF), a novel hematologic parameter reflecting thrombopoietic activity, has emerged as a potential early sepsis indicator. This study aimed to evaluate the diagnostic value of IPF in neonatal sepsis prior to the onset of thrombocytopenia. Methods: This prospective study enrolled neonates with early-onset sepsis (EOS), late-onset sepsis (LOS), and healthy controls. IPF, C-reactive protein (CRP), procalcitonin (PCT), and hematologic indices were measured at diagnosis and 48–72 h post-treatment. Diagnostic performance was evaluated via ROC curve analysis, and correlations between IPF and inflammatory/hematologic markers were examined. IPF levels were also compared based on blood culture results. Results: IPF levels were significantly higher in both EOS (n: 56) and LOS (n: 50) groups compared to controls (n: 44) (p < 0.001). ROC analysis showed excellent diagnostic performance, with AUCs of 0.98 (EOS) and 0.99 (LOS). Following antibiotic treatment, IPF levels declined significantly (p < 0.001), supporting its dynamic value. Strong and moderate correlations were found with MPV and CRP, respectively, and an inverse association with platelet count, but not with PCT. Moreover, IPF levels were higher in culture-positive cases compared to culture-negative ones (13.1% vs. 9.8%; p = 0.017) and exhibited diagnostic performance comparable to CRP in predicting blood culture positivity. Conclusions: This study presents original and clinically relevant data supporting IPF as a promising and practical hematologic biomarker for early detection and treatment monitoring of neonatal sepsis. Its integration into standard sepsis evaluation protocols may improve early risk stratification and clinical decision-making in neonatal intensive care settings. Full article
(This article belongs to the Special Issue Providing Care for Preterm Infants)
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19 pages, 815 KiB  
Article
Oxygen-Enhanced R2* Weighted MRI and Diffusion Weighted MRI of Head and Neck Squamous Cell Cancer Lymph Nodes in Prediction of 2-Year Outcome Following Chemoradiotherapy
by Harbir Singh Sidhu, David Price, Tim Beale, Simon Morley, Sola Adeleke, Marianthi-Vasiliki Papoutsaki, Martin Forster, Dawn Carnell, Ruheena Mendes, Stuart Andrew Taylor and Shonit Punwani
Cancers 2025, 17(14), 2333; https://doi.org/10.3390/cancers17142333 - 14 Jul 2025
Viewed by 206
Abstract
Background: We evaluated the utility of HNSCC LN R2* relaxation times to infer the oxygenation status of LN non-invasively at baseline and when breathing air and 100% oxygen to predict chemoradiotherapeutic locoregional response at 2 years. Hypoxia within LNs has been associated with [...] Read more.
Background: We evaluated the utility of HNSCC LN R2* relaxation times to infer the oxygenation status of LN non-invasively at baseline and when breathing air and 100% oxygen to predict chemoradiotherapeutic locoregional response at 2 years. Hypoxia within LNs has been associated with poorer outcomes following CRT. Deoxyhaemoglobin decreases MRI transverse relaxation time (T2*) (lengthening inverse, R2*). Methods: A total of 54 patients underwent 1.5T-MRI before CRT. Conventional MR sequences were supplemented with T2* sequences breathing both air and 100% oxygen; pathological nodes identified in consensus were volumetrically contoured to T2* parametric maps. Results: Patients followed-up with for >2 years were categorised by multidisciplinary consensus into post-therapy complete local response (CR; n = 32/54) and local nodal disease relapse (RD; n = 22/54). Our data demonstrated, by R2*, that nodes that sustained post-therapy CR are significantly more hypoxic compared with relapsing nodes and paradoxically demonstrate a significant increase in hypoxia on 100% oxygen. Pre-treatment LN short axis diameter, various qualitative descriptors of malignancy, and quantitative DWI were not useful in discriminating successful response to CRT. Conclusions: This study demonstrates that a significant differential response to 100% oxygen and higher baseline R2* LN measurements could be exploited in risk stratification prior to CRT, and future work could be directed towards understanding the contrast mechanisms of R2* imaging, underpinning the observed differences in the context of hypoxia. Full article
(This article belongs to the Special Issue Clinical and Translational Research in Head and Neck Cancer)
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14 pages, 273 KiB  
Article
From Blood to Outcome: Inflammatory Biomarkers in Rectal Cancer Surgery at a Romanian Tertiary Hospital
by Georgiana Viorica Moise, Catalin Vladut Ionut Feier, Vasile Gaborean, Alaviana Monique Faur, Vladut Iosif Rus and Calin Muntean
Diseases 2025, 13(7), 218; https://doi.org/10.3390/diseases13070218 - 13 Jul 2025
Viewed by 235
Abstract
Background: Systemic inflammatory markers have emerged as accessible and reproducible tools for oncologic risk stratification, yet their prognostic value in rectal cancer remains incompletely defined, particularly in acute surgical settings. This study aimed to assess six inflammation-based indices—NLR, PLR, MLR, SII, SIRI, and [...] Read more.
Background: Systemic inflammatory markers have emerged as accessible and reproducible tools for oncologic risk stratification, yet their prognostic value in rectal cancer remains incompletely defined, particularly in acute surgical settings. This study aimed to assess six inflammation-based indices—NLR, PLR, MLR, SII, SIRI, and AISI—in relation to tumor stage, recurrence, and outcomes among patients undergoing emergency versus elective resection for rectal cancer. Methods: We retrospectively evaluated 174 patients treated between 2018 and 2024. Pre-treatment blood counts were used to calculate inflammatory indices. Clinical and pathological parameters were correlated with biomarker levels using univariate and multivariate analyses. Results: Pre-treatment inflammation markers were significantly elevated in patients requiring emergency surgery (e.g., NLR: 3.34 vs. 2.4, p = 0.001; PLR: 204.1 vs. 137.8, p < 0.001; SII: 1008 vs. 693, p = 0.007), reflecting advanced tumor biology and immune activation. Notably, these patients also had higher rates of stage IV disease (p = 0.029) and permanent stoma (p = 0.002). Post-treatment, recurrence was paradoxically associated with significantly lower levels of SII (p = 0.021), AISI (p = 0.036), and PLR (p = 0.003), suggesting a potential role for immune exhaustion rather than hyperinflammation in early relapse. Conclusions: Inflammatory indices provide valuable insights into both tumor local invasion and host immune status in rectal cancer. Their integration into perioperative assessment could improve prognostication, particularly in emergency presentations. Post-treatment suppression of these markers may identify patients at high risk for recurrence despite initial curative intent. Full article
(This article belongs to the Section Oncology)
16 pages, 1208 KiB  
Article
Cognitive Aging Revisited: A Cross-Sectional Analysis of the WAIS-5
by Emily L. Winter, Brittany A. Dale, Sachiko Maharjan, Cynthia R. Lando, Courtney M. Larsen, Troy Courville and Alan S. Kaufman
J. Intell. 2025, 13(7), 85; https://doi.org/10.3390/jintelligence13070085 - 12 Jul 2025
Viewed by 412
Abstract
Historical cross-sectional approaches examining cognitive aging consistently reveal a pattern of steady decline on nonverbal problem-solving, speeded tasks, and maintenance on verbal tasks. However, as measures developed and broadened the factor structure to align with Cattell–Horn–Carroll (CHC) theory, and age ranges were extended [...] Read more.
Historical cross-sectional approaches examining cognitive aging consistently reveal a pattern of steady decline on nonverbal problem-solving, speeded tasks, and maintenance on verbal tasks. However, as measures developed and broadened the factor structure to align with Cattell–Horn–Carroll (CHC) theory, and age ranges were extended from 75 to 90 years, a more nuanced approach to cognitive aging emerged. The present study, using the Wechsler Adult Intelligence Scale, Fifth Edition (WAIS-5), examined the cognitive aging process through a cross-sectional approach. WAIS-5 normative sample data (aligned with the 2022 U.S. census) were obtained from the test publisher. The sample included adult participants aged 20–24 through 85–90 (n = 1660), which were mapped into 11 age groups. Using post-stratification weighting to control for educational attainment, cognitive decline was observed throughout aging; verbal skills were maintained longer than other abilities, while processing speed declined steadily and rapidly from young adulthood to old age. Working memory was vulnerable to the aging process but demonstrated slower patterns of decline than the other vulnerable abilities. Fluid reasoning and visual spatial skills (although aligning with separate CHC broad abilities theoretically) were strikingly similar in their pattern of decline across a person’s lifespan. Results are highly consistent with the large body of cross-sectional research conducted during the previous generation by Salthouse and his colleagues, as well as other teams of researchers. Full article
(This article belongs to the Section Changes in Intelligence Across the Lifespan)
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18 pages, 2506 KiB  
Perspective
Early Predictive Markers and Histopathological Response to Neoadjuvant Endocrine Therapy in Postmenopausal Patients with HR+/HER2− Early Breast Cancer
by Aleksandra Konieczna and Magdalena Rosinska
Cancers 2025, 17(14), 2319; https://doi.org/10.3390/cancers17142319 - 12 Jul 2025
Viewed by 302
Abstract
Purpose: Neoadjuvant endocrine therapy (NET) represents a valuable treatment option for hormone receptor-positive (HR+)/HER2-negative breast cancer, particularly in postmenopausal women. This study aimed to evaluate the clinical and histopathological efficacy of NET and to explore early and late changes in Ki-67 and [...] Read more.
Purpose: Neoadjuvant endocrine therapy (NET) represents a valuable treatment option for hormone receptor-positive (HR+)/HER2-negative breast cancer, particularly in postmenopausal women. This study aimed to evaluate the clinical and histopathological efficacy of NET and to explore early and late changes in Ki-67 and progesterone receptor (PgR) expression as indicators of endocrine response. Methods: A prospective cohort of 127 postmenopausal patients with stage cT1–4N0–3M0 HR+/HER2− breast cancer was enrolled between 2019 and 2021. Patients received NET (mostly letrozole) for a mean of 7.7 months. In 80 cases, a second core biopsy was performed after four weeks. Tumor size, histological grade, and biomarkers (Ki-67, PgR) were assessed pre- and post-treatment. Results: NET led to a significant reduction in tumor size, with median shrinkage of 47.0% (from 32.0 mm to 17.0 mm, p < 0.0001). Breast-conserving surgery (BCS) was performed in 52.2% of patients and lymph node negativity (pN0) was observed in 50.4%. Median Ki-67 decreased from 20.0% at baseline to 5.0% after four weeks (p < 0.0001) and remained low in surgical specimens (median 5.0%, p < 0.0001). In 33.3% of patients, Ki-67 dropped below 2.7%, and 67.0% showed a concordant decrease in both Ki-67 and PgR. PgR expression declined significantly during treatment (p < 0.0001). HER2 status conversion was noted in 6.4% of patients during treatment. Pathological complete response (pCR) occurred in 3.5%, while minimal or moderate residual disease (RCB I–II) was identified in 71.3% of cases. Conclusions: NET effectively reduced tumor burden and histological aggressiveness, enabling higher rates of BCS. Early reduction in Ki-67 and PgR may serve as surrogate markers of endocrine responsiveness, supporting their use for treatment stratification and monitoring during NET in HR+/HER2− breast cancer. Full article
(This article belongs to the Special Issue The Neoadjuvant Therapy for Breast Cancer)
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24 pages, 1616 KiB  
Systematic Review
Artificial Intelligence in Risk Stratification and Outcome Prediction for Transcatheter Aortic Valve Replacement: A Systematic Review and Meta-Analysis
by Shayan Shojaei, Asma Mousavi, Sina Kazemian, Shiva Armani, Saba Maleki, Parisa Fallahtafti, Farzin Tahmasbi Arashlow, Yasaman Daryabari, Mohammadreza Naderian, Mohamad Alkhouli, Jamal S. Rana, Mehdi Mehrani, Yaser Jenab and Kaveh Hosseini
J. Pers. Med. 2025, 15(7), 302; https://doi.org/10.3390/jpm15070302 - 11 Jul 2025
Viewed by 372
Abstract
Background/Objectives: Transcatheter aortic valve replacement (TAVR) has been introduced as an optimal treatment for patients with severe aortic stenosis, offering a minimally invasive alternative to surgical aortic valve replacement. Predicting these outcomes following TAVR is crucial. Artificial intelligence (AI) has emerged as a [...] Read more.
Background/Objectives: Transcatheter aortic valve replacement (TAVR) has been introduced as an optimal treatment for patients with severe aortic stenosis, offering a minimally invasive alternative to surgical aortic valve replacement. Predicting these outcomes following TAVR is crucial. Artificial intelligence (AI) has emerged as a promising tool for improving post-TAVR outcome prediction. In this systematic review and meta-analysis, we aim to summarize the current evidence on utilizing AI in predicting post-TAVR outcomes. Methods: A comprehensive search was conducted to evaluate the studies focused on TAVR that applied AI methods for risk stratification. We assessed various ML algorithms, including random forests, neural networks, extreme gradient boosting, and support vector machines. Model performance metrics—recall, area under the curve (AUC), and accuracy—were collected with 95% confidence intervals (CIs). A random-effects meta-analysis was conducted to pool effect estimates. Results: We included 43 studies evaluating 366,269 patients (mean age 80 ± 8.25; 52.9% men) following TAVR. Meta-analyses for AI model performances demonstrated the following results: all-cause mortality (AUC = 0.78 (0.74–0.82), accuracy = 0.81 (0.69–0.89), and recall = 0.90 (0.70–0.97); permanent pacemaker implantation or new left bundle branch block (AUC = 0.75 (0.68–0.82), accuracy = 0.73 (0.59–0.84), and recall = 0.87 (0.50–0.98)); valve-related dysfunction (AUC = 0.73 (0.62–0.84), accuracy = 0.79 (0.57–0.91), and recall = 0.54 (0.26–0.80)); and major adverse cardiovascular events (AUC = 0.79 (0.67–0.92)). Subgroup analyses based on the model development approaches indicated that models incorporating baseline clinical data, imaging, and biomarker information enhanced predictive performance. Conclusions: AI-based risk prediction for TAVR complications has demonstrated promising performance. However, it is necessary to evaluate the efficiency of the aforementioned models in external validation datasets. Full article
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36 pages, 4581 KiB  
Article
Temporal Trends and Patient Stratification in Lung Cancer: A Comprehensive Clustering Analysis from Timis County, Romania
by Versavia Maria Ancusa, Ana Adriana Trusculescu, Amalia Constantinescu, Alexandra Burducescu, Ovidiu Fira-Mladinescu, Diana Lumita Manolescu, Daniel Traila, Norbert Wellmann and Cristian Iulian Oancea
Cancers 2025, 17(14), 2305; https://doi.org/10.3390/cancers17142305 - 10 Jul 2025
Viewed by 475
Abstract
Background/Objectives: Lung cancer remains a major cause of cancer-related mortality, with regional differences in incidence and patient characteristics. This study aimed to verify and quantify a perceived dramatic increase in lung cancer cases at a Romanian center, identify distinct patient phenotypes using unsupervised [...] Read more.
Background/Objectives: Lung cancer remains a major cause of cancer-related mortality, with regional differences in incidence and patient characteristics. This study aimed to verify and quantify a perceived dramatic increase in lung cancer cases at a Romanian center, identify distinct patient phenotypes using unsupervised machine learning, and characterize contributing factors, including demographic shifts, changes in the healthcare system, and geographic patterns. Methods: A comprehensive retrospective analysis of 4206 lung cancer patients admitted between 2013 and 2024 was conducted, with detailed molecular characterization of 398 patients from 2023 to 2024. Temporal trends were analyzed using statistical methods, while k-means clustering on 761 clinical features identified patient phenotypes. The geographic distribution, smoking patterns, respiratory comorbidities, and demographic factors were systematically characterized across the identified clusters. Results: We confirmed an 80.5% increase in lung cancer admissions between pre-pandemic (2013–2020) and post-pandemic (2022–2024) periods, exceeding the 51.1% increase in total hospital admissions and aligning with national Romanian trends. Five distinct patient clusters emerged: elderly never-smokers (28.9%) with the highest metastatic rates (44.3%), heavy-smoking males (27.4%), active smokers with comprehensive molecular testing (31.7%), young mixed-gender cohort (7.3%) with balanced demographics, and extreme heavy smokers (4.8%) concentrated in rural areas (52.6%) with severe comorbidity burden. Clusters demonstrated significant differences in age (p < 0.001), smoking intensity (p < 0.001), geographic distribution (p < 0.001), as well as molecular characteristics. COPD prevalence was exceptionally high (44.8–78.9%) across clusters, while COVID-19 history remained low (3.4–8.3%), suggesting a limited direct association between the pandemic and cancer. Conclusions: This study presents the first comprehensive machine learning-based stratification of lung cancer patients in Romania, confirming genuine epidemiological increases beyond healthcare system artifacts. The identification of five clinically meaningful phenotypes—particularly rural extreme smokers and age-stratified never-smokers—demonstrates the value of unsupervised clustering for regional healthcare planning. These findings establish frameworks for targeted screening programs, personalized treatment approaches, and resource allocation strategies tailored to specific high-risk populations while highlighting the potential of artificial intelligence in identifying actionable clinical patterns for the implementation of precision medicine. Full article
(This article belongs to the Section Cancer Epidemiology and Prevention)
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16 pages, 2023 KiB  
Article
The Prognostic Implication of Left Atrial Strain Parameters with Conventional Left Atrial Parameters for the Prediction of Adverse Outcomes in Asian Patients with Hypertrophic Cardiomyopathy—An Echocardiographic Study
by Andre Seah, Tony Y. W. Li, Novi Yanti Sari, Chi-Hang Lee, Tiong-Cheng Yeo, James W. L. Yip, Yoke Ching Lim, Kian-Keong Poh, William K. F. Kong, Weiqin Lin, Ching-Hui Sia and Raymond C. C. Wong
J. Cardiovasc. Dev. Dis. 2025, 12(7), 261; https://doi.org/10.3390/jcdd12070261 - 8 Jul 2025
Viewed by 239
Abstract
Background/Objectives: Left atrial function can be a tool for risk stratification for hypertrophic cardiomyopathy (HCM). Over the past decade, there has been growing interest in the application of strain analysis for earlier and more accurate prediction of cardiovascular disease prognosis. This study aimed [...] Read more.
Background/Objectives: Left atrial function can be a tool for risk stratification for hypertrophic cardiomyopathy (HCM). Over the past decade, there has been growing interest in the application of strain analysis for earlier and more accurate prediction of cardiovascular disease prognosis. This study aimed to investigate the performance of left atrial strain analysis compared to conventional left atrial measures in predicting clinical outcomes in Asian patients with HCM. Methods and Results: This was a retrospective study involving 291 patients diagnosed with HCM between 2010 and 2017. Left atrial volumes were assessed using the method of discs in orthogonal plans at both end diastole and end systole. Left atrial (LA) strain was obtained using a post-hoc analysis with TOMTEC software. We tested the various left atrial parameters against outcomes of (1) heart failure hospitalization and (2) event-free survival from a composite of adverse events, including all-cause mortality, ventricular tachycardia (VT)/ventricular fibrillation (VF) events, appropriate device therapy if an implantable cardioverter defibrillator (ICD) was implanted, stroke, and heart failure hospitalization. The patients had a mean age of 59.0 ± 16.7 years with a male preponderance (71.2%). The cumulative event-free survival over a follow-up of 3.9 ± 2.7 years was 55.2% for patients with an abnormal LA strain versus 82.4% for patients without one (p < 0.001). Multivariable Cox regression analyses were performed separately for each LA parameter, adjusting for age, sex, LV mass index, LV ejection fraction (EF), E/e’, the presence of LV outflow tract (LVOT) obstruction at rest, and atrial fibrillation. An analysis showed that all parameters except for LAEF demonstrated an independent association with heart failure hospitalization. Left atrial strain outperformed the rest of the parameters by demonstrating an association with a composite of adverse events. Conclusions: In Asian patients with HCM, measures of left atrial strain were independently associated with heart failure hospitalization and a composite of adverse outcomes. Left atrial strain may be used as a tool to predict adverse outcomes in patients with HCM. Full article
(This article belongs to the Special Issue Role of Cardiovascular Imaging in Heart Failure)
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18 pages, 587 KiB  
Review
The Role of C-Reactive Protein in Acute Myocardial Infarction: Unmasking Diagnostic, Prognostic, and Therapeutic Insights
by Andreas Mitsis, Stefanos Sokratous, Georgia Karmioti, Michaela Kyriakou, Michail Drakomathioulakis, Michael M. Myrianthefs, Christos Eftychiou, Nikolaos P. E. Kadoglou, Stergios Tzikas, Nikolaos Fragakis and George Kassimis
J. Clin. Med. 2025, 14(13), 4795; https://doi.org/10.3390/jcm14134795 - 7 Jul 2025
Viewed by 560
Abstract
C-reactive protein (CRP) has emerged as a valuable biomarker in acute myocardial infarction (AMI), offering multiple insights into diagnosis, prognosis, and therapeutic strategies. In the diagnostic domain, elevated CRP levels serve as an early indicator of AMI, aiding in prompt identification and initiation [...] Read more.
C-reactive protein (CRP) has emerged as a valuable biomarker in acute myocardial infarction (AMI), offering multiple insights into diagnosis, prognosis, and therapeutic strategies. In the diagnostic domain, elevated CRP levels serve as an early indicator of AMI, aiding in prompt identification and initiation of treatment. Prognostically, CRP is a strong predictor of adverse outcomes post-AMI, correlating with increased mortality and cardiovascular events. Beyond its diagnostic and prognostic roles, CRP also exposes therapeutic avenues in AMI management. Targeting CRP through pharmacological interventions has shown promise in reducing inflammatory responses, thereby mitigating myocardial damage and improving clinical outcomes. However, CRP’s low specificity, influenced by elevation in non-cardiac conditions, remains a clinical limitation that warrants consideration. This review comprehensively examines the evolving role of CRP in AMI, exploring its diagnostic accuracy, prognostic significance, and potential as a therapeutic target. The understanding of the complex role of CRP in AMI provides clinicians with valuable tools for risk stratification, treatment optimization, and personalized patient care in the acute setting. Full article
(This article belongs to the Special Issue Acute Coronary Syndromes: From Diagnosis to Treatment)
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12 pages, 290 KiB  
Article
Age Is Not So Important for Risk Stratification in Early Cholecystectomy for Acute Calculous Cholecystitis: A Post-Hoc Analysis of the SPRiMACC Study Database
by Paola Fugazzola, Ahmed Ghaly, Luca Ansaloni, Francesca Dal Mas, Carlo Maria Bianchi, Enrico Cicuttin, Andrea Dagnoni, Simone Frassini, Matteo Tomasoni, Lorenzo Cobianchi and the SPRiMACC Collaborative Group
Medicina 2025, 61(7), 1228; https://doi.org/10.3390/medicina61071228 - 7 Jul 2025
Viewed by 256
Abstract
Background and Objectives: Early cholecystectomy (EC) is widely regarded as the first-line treatment for acute calculous cholecystitis (ACC). Current debate centers on the feasibility of EC as an option even for elderly patients. This study aims to determine whether age alone is an [...] Read more.
Background and Objectives: Early cholecystectomy (EC) is widely regarded as the first-line treatment for acute calculous cholecystitis (ACC). Current debate centers on the feasibility of EC as an option even for elderly patients. This study aims to determine whether age alone is an independent risk prediction factor for prognosis after EC for ACC. Materials and Methods: This study is a post-hoc analysis of the S.P.Ri.M.A.C.C. WSES prospective international multicenter observational study database, including patients with ACC undergoing EC. Univariate and multivariate analyses were conducted, examining different risk factors for major morbidity and mortality after EC. Results: In the univariate analyses, age was found to be a statistically significant risk factor for both 30-day major complications (p < 0.001) and 30-day mortality (p = 0.003). However, in the multivariate analysis, age alone was not a significant predictor for either outcome, with p-values of 0.419 and 0.094, respectively. The only significant risk factor associated with both 30-day mortality and major morbidity in the multivariate model was the POSSUM Physiological Score (PS). Conclusions: Age alone cannot be considered a reliable risk predictor for a complicated postoperative course after EC in patients with ACC. Frailty, rather than chronological age, should be assessed to predict the outcome of these patients. Full article
(This article belongs to the Section Surgery)
12 pages, 731 KiB  
Article
Liver Transplantation Without Systemic Antifungal Prophylaxis—An Exceptional Perspective from a Single Center Experience
by Kenan Moral, Gökhan Kabaçam, Muzaffer Atlı, Mehmet Cindoruk, Yaşar Bayındır, Yeşim Sardan and Sedat Karademir
J. Clin. Med. 2025, 14(13), 4663; https://doi.org/10.3390/jcm14134663 - 1 Jul 2025
Viewed by 306
Abstract
Background: Invasive fungal infections (IFIs) after liver transplantation (LT) remain a concern. No universal protocol for antifungal prophylaxis in LT exists. Antifungal prophylaxis varies across European centers. Studies suggest risk stratification for prophylaxis. This study assessed IFI frequency and outcomes in adult LT [...] Read more.
Background: Invasive fungal infections (IFIs) after liver transplantation (LT) remain a concern. No universal protocol for antifungal prophylaxis in LT exists. Antifungal prophylaxis varies across European centers. Studies suggest risk stratification for prophylaxis. This study assessed IFI frequency and outcomes in adult LT recipients without antifungal prophylaxis and evaluated risk stratification for predicting IFIs. Method: A retrospective analysis of clinical and microbiological data from 244 liver transplant patients focused on IFI within 100 days post-transplantation. Of these, 225 (92%) had right liver transplants from living donors. We assessed two risk stratification models for predicting IFI: one categorizes patients into low- and high-risk groups, and the other divides patients into three categories, with two eligible for prophylaxis and one not. Results: Of 244 patients, 3% (seven individuals) developed invasive fungal infections (IFI), including two aspergillosis and five candidiasis. IFI occurred in 8% of high-risk and 2% of low-risk patients in the first stratification, with no significant difference between groups (p = 0.144). In the second stratification, IFI was found in 4% of the target and 2% of non-target groups, without a significant difference (p = 0.455). Patients with IFI showed higher mean MELD scores of 21.71 ± 2.35 versus 17.04 ± 6.48 in those without IFI (p < 0.05). Conclusions: This study evaluated IFI outcomes without systemic antifungal prophylaxis in LT recipients. Limited antifungal use in a major living liver donor transplantation (LDLT) group, with low MELD scores and immunosuppression protocols, could be feasible. Future multicenter studies can improve understanding and develop prophylaxis algorithms for LT settings. Full article
(This article belongs to the Special Issue Liver Transplantation: Current Hurdles and Future Perspectives)
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