{"title":"Oxidative Stress Biomarkers as Preclinical Markers of Mild Cognitive Impairment: The Impact of Age and Sex.","authors":"Stavroula Ioannidou, Magda Tsolaki, Argyrios Ginoudis, Androniki Tamvakis, Anthoula Tsolaki, Kali Makedou, Evgenia Lymperaki","doi":"10.3390/jpm15050171","DOIUrl":"10.3390/jpm15050171","url":null,"abstract":"<p><p><b>Background:</b> Reactive oxygen species (ROS) are involved in the pathophysiology of neurodegeneration and cognitive decline, indicating the potential use of oxidative stress biomarkers for early diagnosis. Mild cognitive impairment (MCI) is defined as a cognitive decline beyond normal aging, without significant impact on daily functioning, and is considered an important stage of early detection of neurodegeneration. This study aimed to investigate serum and cerebrospinal fluid (CSF) levels of oxidative stress biomarkers, total ROS and malondialdehyde (MDA) in patients with MCI to evaluate their utility in the early diagnosis of Alzheimer's disease (AD). Levels of oxidative stress biomarkers were also assessed according to age and sex, as well as their correlation with the established CSF biomarkers, including amyloid-beta (Aβ40, Aβ42 and Aβ42/Aβ40 ratio), phosphorylated tau protein (p-tau) and total tau (t-tau). <b>Methods:</b> A total of 114 adults were divided into three groups: MCI (A-) patients with a normal CSF Aβ42/Aβ40 ratio (<i>n</i> = 38), MCI (A+) patients with an abnormal Aβ42/Aβ40 ratio (<i>n</i> = 38) and healthy cognitive function individuals with a normal Aβ42/Aβ40 ratio (<i>n</i> = 38). Established CSF biomarkers were conducted using an automated immunochemical method, while total ROS levels were measured by fluorometry and MDA levels were determined by competitive inhibition enzyme immunoassay. <b>Results:</b> A statistically significant difference was observed in CSF MDA levels (<i>p</i> < 0.05) and serum ROS levels (<i>p</i> < 0.05) between the study groups. Sex analysis revealed significantly higher levels of CSF MDA levels in the MCI (A+) males' group (<i>p</i> < 0.05). In terms of age categorization, serum MDA levels were markedly higher in the MCI (A+) group of older patients (<i>p</i> < 0.01). <b>Conclusions:</b> These findings highlight the importance of individualized approaches, including investigation of oxidative stress biomarkers profile to prevent and manage individuals in the early stages of MCI, considering demographic factors.</p>","PeriodicalId":16722,"journal":{"name":"Journal of Personalized Medicine","volume":"15 5","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12113603/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144150796","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Laura Peña-Zelayeta, Karen M Delgado-Minjares, Marcos M Villegas-Rojas, Karen León-Arcia, Alberto Santiago-Balmaseda, Jesús Andrade-Guerrero, Isaac Pérez-Segura, Emmanuel Ortega-Robles, Luis O Soto-Rojas, Oscar Arias-Carrión
{"title":"Redefining Non-Motor Symptoms in Parkinson's Disease.","authors":"Laura Peña-Zelayeta, Karen M Delgado-Minjares, Marcos M Villegas-Rojas, Karen León-Arcia, Alberto Santiago-Balmaseda, Jesús Andrade-Guerrero, Isaac Pérez-Segura, Emmanuel Ortega-Robles, Luis O Soto-Rojas, Oscar Arias-Carrión","doi":"10.3390/jpm15050172","DOIUrl":"10.3390/jpm15050172","url":null,"abstract":"<p><p>Parkinson's disease involves widespread neurodegeneration that extends far beyond the basal ganglia, giving rise to a diverse range of non-motor symptoms that frequently emerge before motor onset. These include autonomic dysfunction, cognitive decline, neuropsychiatric disturbances, sleep-related disorders, and sensory deficits. Here, we synthesize current evidence on the anatomical, neurochemical, and network-level mechanisms that drive these symptoms, and we examine how they shape disease progression and clinical heterogeneity. We highlight the limitations of dopamine-centric models and advocate for a framework that treats non-motor symptoms as the disorder's primary, mechanistically distinct features. We also discuss how emerging technologies-such as multi-omic profiling, artificial intelligence, and network neuroscience-enable earlier identification, stratification of non-motor phenotypes, and the development of precision-based therapeutic strategies. Recognizing non-motor symptoms as central to Parkinson's disease redefines how the disorder should be diagnosed, studied, and treated.</p>","PeriodicalId":16722,"journal":{"name":"Journal of Personalized Medicine","volume":"15 5","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12112995/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144150820","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Maria João Barata, Pedro Aguiar, Andrzej Grzybowski, Carla Lança, André Moreira-Rosário
{"title":"Validation of Binocular Vision and Ocular Surface Assessment Tools in Digital Eye Strain Syndrome: The DESIROUS Study.","authors":"Maria João Barata, Pedro Aguiar, Andrzej Grzybowski, Carla Lança, André Moreira-Rosário","doi":"10.3390/jpm15050168","DOIUrl":"10.3390/jpm15050168","url":null,"abstract":"<p><p><b>Background</b>: To understand if binocular vision disorders are associated with Digital Eye Strain Syndrome (DESS), a study protocol is needed to ensure consistency across observational studies. This study aims to test the feasibility of a protocol to assess DESS, screen time, binocular vision, and dry eye. <b>Methods:</b> DESIROUS is an observational cross-sectional study among Polytechnic students at the Lisbon School of Health Technology, Portugal. The protocol includes three questionnaires (Computer Vision Syndrome Questionnaire [CVS-Q], Convergence Insufficiency Symptom Survey [CISS], and Dry Eye Questionnaire version 5 [DEQ-5]), an assessment of visual acuity and binocular vision (cover test for near and distance, stereopsis, near point convergence (NPC), near point accommodation (NPA), accommodative facility, vergence), and the ocular surface break-up tear (BUT) test. The questionnaires were validated using Cronbach's alpha. Interobserver variability for BUT was assessed using Cohen's Kappa, Intraclass Correlation Coefficient (ICC), and Bland-Altman analysis involving three observers (A, B, and C), compared against an expert as the gold standard. <b>Results:</b> A total of 18 students were included in the validation phase (mean age: 21.50 ± 0.62 years; females: 77.8%). The internal consistency of the CVS-Q (α = 0.773) and the CISS (α = 0.756) was considered good, while the DEQ-5 showed a reasonable internal consistency (α = 0.594). Observer A had the highest agreement with the gold standard (Cohen's Kappa = 0.710 and <i>p</i> < 0.001; ICC = 0.924, <i>p</i> < 0.001). <b>Conclusions:</b> We provide a protocol to assess binocular vision and the ocular surface, with an emphasis on objective measures while integrating other assessment approaches. Further studies are necessary to validate this protocol, potentially incorporating new measures to enhance its validity across different populations.</p>","PeriodicalId":16722,"journal":{"name":"Journal of Personalized Medicine","volume":"15 5","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12112993/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144150237","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Clinical and Surgical Insights into Zuska Disease: A Retrospective Analysis.","authors":"Letizia Cuniolo, Raquel Diaz, Francesca Pitto, Federica Murelli, Chiara Cornacchia, Francesca Depaoli, Marco Gipponi, Cecilia Margarino, Chiara Boccardo, Simonetta Franchelli, Marianna Pesce, Franco De Cian, Piero Fregatti","doi":"10.3390/jpm15050170","DOIUrl":"10.3390/jpm15050170","url":null,"abstract":"<p><p><b>Background/Objectives:</b> Zuska disease is a rare inflammatory condition of the mammary gland, characterized by recurrent non-puerperal abscesses in the periareolar region, often complicated by fistula formation. It predominantly affects women who smoke, particularly perimenopausal women. This study aims to investigate the clinical features, treatment outcomes, and recurrence rates of Zuska disease in a cohort of patients. <b>Methods:</b> We conducted a retrospective analysis of 19 patients diagnosed with Zuska disease and treated at the Breast Surgery Clinic of San Martino Policlinic Hospital between January 2021 and June 2024. Data were collected on demographics, clinical presentation, imaging findings, surgical interventions, intraoperative cultures, and postoperative outcomes. The types of surgeries performed, antibiotic therapy regimens, and histological findings were recorded. <b>Results:</b> The mean age of the patients was 43.8 years. The most common presentation was a painful breast mass without fistula formation (12 patients), signs of a past abscess with negative preoperative ultrasound findings (five patients), and abscesses with fistulas (two patients). Intraoperative cultures revealed a range of bacterial species. Recurrence occurred in five patients (26%), and reoperation was required in three cases. All patients were free of symptoms at follow-up, with an average recurrence time of 13.6 months. <b>Conclusions:</b> Zuska disease presents significant treatment challenges due to its recurrent nature. While surgical interventions, such as abscess drainage and ductal excision, are effective, recurrence remains common, particularly in patients with risk factors like smoking. A personalized therapeutic approach, tailored to each patient's clinical profile, is essential to improving long-term outcomes. Early diagnosis, timely surgical management, and lifestyle modifications play a crucial role in reducing recurrence. Future studies should focus on optimizing treatment protocols and developing individualized strategies for managing comorbidities.</p>","PeriodicalId":16722,"journal":{"name":"Journal of Personalized Medicine","volume":"15 5","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12113562/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144150702","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Emilio Medina-Ceballos, Francisco Giner, Isidro Machado, Begoña Heras-Morán, Mónica Espino, Samuel Navarro, Antonio Llombart-Bosch
{"title":"The Prognostic Impact of the Tumor Immune Microenvironment in Synovial Sarcoma: An Immunohistochemical Analysis Using Digital Pathology and Conventional Interpretation.","authors":"Emilio Medina-Ceballos, Francisco Giner, Isidro Machado, Begoña Heras-Morán, Mónica Espino, Samuel Navarro, Antonio Llombart-Bosch","doi":"10.3390/jpm15050169","DOIUrl":"10.3390/jpm15050169","url":null,"abstract":"<p><strong>Background and objectives: </strong>Innate and adaptive immune responses serve a crucial role in neoplasms. The interaction of immune cells with the neoplastic tissue influences tumor behavior, resulting in either pro-tumorigenic or anti-tumorigenic effects. However, the prognostic significance of the tumor immune microenvironment (TIME) in synovial sarcoma (SS) remains poorly studied. This study aimed to analyze the TIME of SS to determine its impact on the prognosis by examining the intratumoral lymphocytic and macrophagic infiltrate and its potential correlation with survival and recurrence.</p><p><strong>Methods: </strong>We conducted a retrospective observational study of 49 fusion-confirmed SS cases collected from two different institutions. We obtained clinical and follow-up data, and SSs were histologically classified according to WHO criteria. Immunohistochemical analysis, including of CD163, CD68, CD3, CD8, and CD20, was conducted in tissue microarrays using an analog scale. We examined the whole-slide tissue for the 23 cases with sufficient material available and then assessed the positive area by scanning the slides and analyzing the images using QuPath (0.4.4, Belfast, Northern Ireland) to calculate the positive area in an immune hotspot. We correlated the expression of these markers with clinical outcomes. A log-rank test and Kaplan-Meyer curves were used as appropriate (significance: <i>p</i> ≤ 0.05).</p><p><strong>Results: </strong>The most frequent morphological subtype was monophasic (59.6%), followed by biphasic (26.9%) and undifferentiated (7%). The mean disease specific survival (DSS) was 55.3 months, with a median of 33 months. The median overall survival (OS) was 50 months (range: 2-336 months). Both evaluation methods showed a good correlation for all antibodies, with Chi-square values of <i>p</i> < 0.05. All cases showed variable amounts of CD163-positive macrophages. The cases that showed a higher density of CD163-positive macrophages in whole-slide images subjected to digital analysis demonstrated an improved OS and DSS on Kaplan-Meier curves. Cases with lower CD8 and CD3 positivity showed a tendency toward faster progression and a slightly worse prognosis.</p><p><strong>Conclusions: </strong>The tumor immune microenvironment in sarcomas is a complex system that requires further investigation to fully understand its impact on tumorigenesis and patient clinical outcomes. Our results demonstrate that a higher amount of intratumoral CD163-positive macrophage infiltrate is associated with an increased OS and DSS. Our findings show that digital pathology is more precise than subjective quantitative analysis.</p>","PeriodicalId":16722,"journal":{"name":"Journal of Personalized Medicine","volume":"15 5","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12113210/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144150813","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Fabio Natale, Giovanni Boscarino, Giuseppina Liuzzi, Fabrizia Bonci, Giuseppe Maria Albanese, Raffaella Cellitti, Antonella Giancotti, Francesco Franco, Barbara Caravale, Rosaria Turchetta, Ombretta Turriziani, Maria Giulia Conti, Gianluca Terrin
{"title":"Is Neonatal Viremia a Possible Predictor of the Timing of Maternal Infection in Asymptomatic Congenital Cytomegalovirus Infection? A Retrospective Study.","authors":"Fabio Natale, Giovanni Boscarino, Giuseppina Liuzzi, Fabrizia Bonci, Giuseppe Maria Albanese, Raffaella Cellitti, Antonella Giancotti, Francesco Franco, Barbara Caravale, Rosaria Turchetta, Ombretta Turriziani, Maria Giulia Conti, Gianluca Terrin","doi":"10.3390/jpm15050165","DOIUrl":"10.3390/jpm15050165","url":null,"abstract":"<p><p><b>Background:</b> Asymptomatic congenital cytomegalovirus (acCMV) infections represent 85-90% of all congenital CMV infection. The incidence of late-onset sequelae in these cases significantly contribute to the burden of CMV disease. The timing of maternal infection (TMI) has been identified as the main predictor of late-onset sequelae in acCMV infants, and follow-up programs in Europe are currently calibrated according to the TMI. Our aim was to evaluate neonatal viremia as a possible predictor of the TMI in acCMV infections. <b>Methods:</b> Plasma viral loads (PVLs) were assessed in the first month of life in a population of acCMV-infected newborns delivered by women who suffer a primary CMV infection during pregnancy. TMI was assigned to a trimester of pregnancy according to the maternal serological screening. PVLs were evaluated in relation to the TMI and gestational age (GA) at birth. <b>Results:</b> One hundred and ten newborns were, respectively, assigned to preconceptional (6.4%), 1st (27.3%), 2nd (38.2%), and 3rd (28.2%) trimester infections. Median neonatal PVLs values were significantly different between groups (<i>p</i> < 0.001). First-trimester infections exhibited significantly higher PVLs when compared with third-trimester ones (<i>p</i> < 0.001). Overall, PVLs showed an inverse correlation with GA at birth (<i>p</i> = 0.003). <b>Conclusions:</b> Median neonatal PVLs are significantly higher in 1st trimester infections if compared with 3rd trimester ones, but a wide overlap between PVL values prevent their possible use as a predictor of the TMI. In our population, a significant inverse relationship, mainly dependent on 1st and 2nd trimester infections, is demonstrated between PVLs and GA. Overall, fetal viremia is already decreasing weeks before the term of pregnancy.</p>","PeriodicalId":16722,"journal":{"name":"Journal of Personalized Medicine","volume":"15 5","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12113359/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144150787","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sotiris Kotsiantis, Georgia Melagraki, Vassilios Verykios, Aikaterini Sakagianni, John Matsoukas
{"title":"Semi-Supervised Learning for Predicting Multiple Sclerosis.","authors":"Sotiris Kotsiantis, Georgia Melagraki, Vassilios Verykios, Aikaterini Sakagianni, John Matsoukas","doi":"10.3390/jpm15050167","DOIUrl":"10.3390/jpm15050167","url":null,"abstract":"<p><p><b>Background</b>: Multiple Sclerosis (MS) is a chronic autoimmune disease of the central nervous system with a propensity to inflict severe neurological disability. Accurate and early prediction of MS progression is extremely crucial for its management and treatment. <b>Methods</b>: In this paper, we compare a number of self-labeled semi-supervised learning methods used to predict MS from labeled and unlabeled medical data. Specifically, we compare the performance of Self-Training, SETRED, Co-Training, Co-Training by Committee, Democratic Co-Learning, RASCO, RelRASCO, CoForest, and TriTraining in different labeled ratios. The data contain clinical, imaging, and demographic features, allowing for a detailed comparison of each method's predictive ability. <b>Results and Conclusions</b>: The experimental results demonstrate that several self-labeling semi-supervised learning (SSL) algorithms perform competitively in the task of Multiple Sclerosis (MS) prediction, even when trained on as little as 30-40% of the labeled data. Notably, Co-Training by Committee, CoForest, and TriTraining consistently deliver high performance across all metrics (accuracy, F1-score, and MCC).</p>","PeriodicalId":16722,"journal":{"name":"Journal of Personalized Medicine","volume":"15 5","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12113346/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144150823","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Giovanna Stilo, Giuliano Messina, Carmelo Lo Faro, Sara Ruta, Silvia Frangipane, Diana Mariut, Giorgia Giunta, Maria Elvira Distefano, Andrea Guglielmo Zappalà, Antonino Maniaci, Alberto Bianchi, Ignazio La Mantia
{"title":"Correlation Between Smell Recovery and Nasal Polyp Score in Patients Treated with Dupilumab: A Real-Life Retrospective, Observational, Monocentric Study.","authors":"Giovanna Stilo, Giuliano Messina, Carmelo Lo Faro, Sara Ruta, Silvia Frangipane, Diana Mariut, Giorgia Giunta, Maria Elvira Distefano, Andrea Guglielmo Zappalà, Antonino Maniaci, Alberto Bianchi, Ignazio La Mantia","doi":"10.3390/jpm15050164","DOIUrl":"10.3390/jpm15050164","url":null,"abstract":"<p><p><b>Background</b>: Olfactory recovery plays an important role in improving the quality of life in patients with chronic rhinosinusitis with nasal polyposis (CRSwNP), and Dupilumab therapy shows promising results. The Nasal Polyp Score (NPS), Visual Analog Scale (VAS) for olfactory disorders (ODs), and the Sniffin' Sticks 16-item identification test (SS-I) are three of the main indices of efficacy in CRSwNP treatment. Although mechanical obstruction appears to be a major cause of olfactory disorders in this condition, the three indices can often vary with different trends. Aim: The aim is to assess whether there is a correlation between the sense of smell recovery and the volumetric reduction in polyps and to assess how the reduction in NPS affects the improvement in olfactory symptoms. <b>Methods</b>: An observational monocentric retrospective cohort study was conducted on a sample of 50 patients, enrolled in treatment with Dupilumab for 12 months at the ENT Unit of Rodolico Hospital. We investigated the relationship between NPS changes and olfactory recovery using the Sniffin' Stick 16-item identification test and the VAS for ODs at baseline and follow-up endpoints (1-, 3-, 6-, 9-, and 12-month assessments). <b>Results</b>: During the follow-up, according to the data in the literature, the patients showed a faster improvement in terms of SS-I and VAS for ODs than expressed in terms of NPS variation. <b>Conclusions</b>: This study shows that, in patients treated with Dupilumab, there is no strong correlation between the reduction in NPS and the recovery of the sense of smell evaluated by an improvement in the SS-I and VAS for ODs in the 12 months of follow-up, suggesting that, in patients with CRSwNP, the improvement in olfactory symptoms following treatment with Dupilumab is mainly related to its anti-inflammatory effects and not to the reduction in mechanical obstruction caused by nasal polyps.</p>","PeriodicalId":16722,"journal":{"name":"Journal of Personalized Medicine","volume":"15 5","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12112784/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144150762","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Beyond Biomarkers: Machine Learning-Driven Multiomics for Personalized Medicine in Gastric Cancer.","authors":"Dongheng Ma, Canfeng Fan, Tomoya Sano, Kyoka Kawabata, Hinano Nishikubo, Daiki Imanishi, Takashi Sakuma, Koji Maruo, Yurie Yamamoto, Tasuku Matsuoka, Masakazu Yashiro","doi":"10.3390/jpm15050166","DOIUrl":"10.3390/jpm15050166","url":null,"abstract":"<p><p>Gastric cancer (GC) remains one of the leading causes of cancer-related mortality worldwide, with most cases diagnosed at advanced stages. Traditional biomarkers provide only partial insights into GC's heterogeneity. Recent advances in machine learning (ML)-driven multiomics technologies, including genomics, epigenomics, transcriptomics, proteomics, metabolomics, pathomics, and radiomics, have facilitated a deeper understanding of GC by integrating molecular and imaging data. In this review, we summarize the current landscape of ML-based multiomics integration for GC, highlighting its role in precision diagnosis, prognosis prediction, and biomarker discovery for achieving personalized medicine.</p>","PeriodicalId":16722,"journal":{"name":"Journal of Personalized Medicine","volume":"15 5","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12113022/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144150685","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Carlos Silva Paredes, Juan Lauretta, Marien Semprun, Diego Rivera-Porras, María Elena Viloria, Valmore Bermúdez
{"title":"Primary Pleural Lymphoma in an Immune-Competent Patient: A Diagnostic and Therapeutic Challenge.","authors":"Carlos Silva Paredes, Juan Lauretta, Marien Semprun, Diego Rivera-Porras, María Elena Viloria, Valmore Bermúdez","doi":"10.3390/jpm15050162","DOIUrl":"10.3390/jpm15050162","url":null,"abstract":"<p><p><b>Background:</b> Primary pleural lymphoma is a rare disease posing diagnostic and therapeutic challenges. <b>Case presentation:</b> 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. <b>Discussion:</b> 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. <b>Conlusions:</b> 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.</p>","PeriodicalId":16722,"journal":{"name":"Journal of Personalized Medicine","volume":"15 5","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12113573/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144150806","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}