Pub Date : 2026-02-16DOI: 10.3390/diseases14020074
Safya E Esmaeel, Altaf Saleh Mahdi Alanazi Alnzi, Nouf Mofareh Mulahed Alanazi, Rose Dahi Khamis Alanazi, Amal Mohammed Shahi Alruwaili, Areeb Rawaf Mohammed Alanzi, Ahad Wadi Alnagzi Alanazi, Yousef Wasmi Alenezi, Ahmed Saleh Alanazi, Rimas Khalid A Alanazi, Baraah Abu Alsel, Eslam K Fahmy, Manal S Fawzy
Background/Objectives: Chronic kidney disease (CKD) poses a significant health burden for individuals with diabetes mellitus, increasing morbidity and mortality. Understanding CKD and its risk factors is essential for early detection, effective management, and prevention of complications. This study aimed to assess CKD awareness as the primary outcome and to explore self-reported CKD prevalence and associated factors as secondary outcomes among patients with diabetes in the Northern Border Region, Saudi Arabia. Methods: A cross-sectional survey was conducted among 389 adults with a self-reported physician diagnosis of diabetes in the specified region, using a validated, self-administered online questionnaire. Data were analyzed to evaluate CKD awareness and identify perceived risk factors and factors associated with self-reported CKD. Results: Of the participants, 182 (46.8%) demonstrated good awareness of CKD, while the self-reported prevalence of CKD was 83 (21.3%). Males and unmarried participants were more likely to have good CKD awareness (p = 0.008 and 0.009, respectively). Significant associations were observed between self-reported CKD prevalence and age, sex, type of diabetes, family history of kidney disease, and comorbidities (all p < 0.05). Multivariate logistic regression showed that hypertension was strongly associated with self-reported CKD [aOR = 5.77; 95% CI: 3.12-10.67; p < 0.001], as was heart disease [aOR = 4.21; 95% CI: 1.35-13.13; p = 0.013]. Conclusions: Patients with diabetes in this region exhibited moderate awareness of CKD, with higher awareness among males and unmarried individuals. Hypertension and cardiac disease were significantly associated with self-reported CKD. These findings underscore the importance of targeted education, routine evidence-based screening, and structured management strategies for CKD within diabetes care and provide a basis for a regional strategic plan to strengthen CKD monitoring among patients with diabetes.
{"title":"Awareness and Perceived Risk Factors of Chronic Kidney Disease Among Patients with Diabetes in the Northern Borders of Saudi Arabia: Implications for a Strategic Monitoring and Management Plan.","authors":"Safya E Esmaeel, Altaf Saleh Mahdi Alanazi Alnzi, Nouf Mofareh Mulahed Alanazi, Rose Dahi Khamis Alanazi, Amal Mohammed Shahi Alruwaili, Areeb Rawaf Mohammed Alanzi, Ahad Wadi Alnagzi Alanazi, Yousef Wasmi Alenezi, Ahmed Saleh Alanazi, Rimas Khalid A Alanazi, Baraah Abu Alsel, Eslam K Fahmy, Manal S Fawzy","doi":"10.3390/diseases14020074","DOIUrl":"10.3390/diseases14020074","url":null,"abstract":"<p><p><b>Background/Objectives</b>: Chronic kidney disease (CKD) poses a significant health burden for individuals with diabetes mellitus, increasing morbidity and mortality. Understanding CKD and its risk factors is essential for early detection, effective management, and prevention of complications. This study aimed to assess CKD awareness as the primary outcome and to explore self-reported CKD prevalence and associated factors as secondary outcomes among patients with diabetes in the Northern Border Region, Saudi Arabia. <b>Methods</b>: A cross-sectional survey was conducted among 389 adults with a self-reported physician diagnosis of diabetes in the specified region, using a validated, self-administered online questionnaire. Data were analyzed to evaluate CKD awareness and identify perceived risk factors and factors associated with self-reported CKD. <b>Results</b>: Of the participants, 182 (46.8%) demonstrated good awareness of CKD, while the self-reported prevalence of CKD was 83 (21.3%). Males and unmarried participants were more likely to have good CKD awareness (<i>p</i> = 0.008 and 0.009, respectively). Significant associations were observed between self-reported CKD prevalence and age, sex, type of diabetes, family history of kidney disease, and comorbidities (all <i>p</i> < 0.05). Multivariate logistic regression showed that hypertension was strongly associated with self-reported CKD [aOR = 5.77; 95% CI: 3.12-10.67; <i>p</i> < 0.001], as was heart disease [aOR = 4.21; 95% CI: 1.35-13.13; <i>p</i> = 0.013]. <b>Conclusions</b>: Patients with diabetes in this region exhibited moderate awareness of CKD, with higher awareness among males and unmarried individuals. Hypertension and cardiac disease were significantly associated with self-reported CKD. These findings underscore the importance of targeted education, routine evidence-based screening, and structured management strategies for CKD within diabetes care and provide a basis for a regional strategic plan to strengthen CKD monitoring among patients with diabetes.</p>","PeriodicalId":72832,"journal":{"name":"Diseases (Basel, Switzerland)","volume":"14 2","pages":""},"PeriodicalIF":3.0,"publicationDate":"2026-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12939839/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147291786","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-14DOI: 10.3390/diseases14020071
Tacilene Luzia da Silva, Cristine Vieira do Bonfim, Ulisses Ramos Montarroyos, Carlos Alexandre Antunes de Brito
Background: The COVID-19 pandemic has contributed to the increase in maternal mortality due to the direct effects of the viral infection and the indirect effects caused by the overload of health services, and the resulting economic and social crises. This study aims to analyze sociodemographic, gestational, and clinical factors associated with maternal deaths from COVID-19 in Pernambuco between 2020 and 2021.
Method: The study included 37 cases (deaths) and 112 controls (survivors). Crude and adjusted odds ratios were estimated using conditional and Firth's penalized logistic regression models, respectively, to evaluate sociodemographic, gestational, and clinical factors.
Results: In the bivariate analysis, the main factors associated with maternal death from COVID-19 were ≤8 years of schooling, the postpartum period, multiparity, oxygen saturation below 95%, obesity, and diabetes mellitus. The presence of fever and cough was associated with a lower probability of death. The independent factors that remained associated with maternal death were the postpartum period (aOR: 80.78; 95% CI: 16.54-394.37), parity ≥ 1 (aOR: 5.74; 95% CI: 1.16-28.22), and oxygen saturation below 95% (aOR: 7.16; 95% CI: 1.37-37.44), with fever acting as a possible protective factor (aOR: 0.08; 95% CI: 0.01-0.42). Factors such as obesity and diabetes were not independent predictors in the final multivariable model.
Conclusions: The findings reinforce that maternal death is a multifactorial phenomenon. The relevance of this investigation lies in identifying clinical and obstetric vulnerability profiles in a region heavily impacted by the health crisis. Knowledge gained from past crises contributes to the improvement of public health strategies and clinical management protocols, aiming to mitigate preventable maternal deaths in future public health emergencies.
{"title":"Factors Associated with Maternal Mortality from COVID-19 in Pernambuco, Brazil (2020-2021): A Case-Control Study.","authors":"Tacilene Luzia da Silva, Cristine Vieira do Bonfim, Ulisses Ramos Montarroyos, Carlos Alexandre Antunes de Brito","doi":"10.3390/diseases14020071","DOIUrl":"10.3390/diseases14020071","url":null,"abstract":"<p><strong>Background: </strong>The COVID-19 pandemic has contributed to the increase in maternal mortality due to the direct effects of the viral infection and the indirect effects caused by the overload of health services, and the resulting economic and social crises. This study aims to analyze sociodemographic, gestational, and clinical factors associated with maternal deaths from COVID-19 in Pernambuco between 2020 and 2021.</p><p><strong>Method: </strong>The study included 37 cases (deaths) and 112 controls (survivors). Crude and adjusted odds ratios were estimated using conditional and Firth's penalized logistic regression models, respectively, to evaluate sociodemographic, gestational, and clinical factors.</p><p><strong>Results: </strong>In the bivariate analysis, the main factors associated with maternal death from COVID-19 were ≤8 years of schooling, the postpartum period, multiparity, oxygen saturation below 95%, obesity, and diabetes mellitus. The presence of fever and cough was associated with a lower probability of death. The independent factors that remained associated with maternal death were the postpartum period (<i>aOR</i>: 80.78; 95% CI: 16.54-394.37), parity ≥ 1 (<i>aOR</i>: 5.74; 95% CI: 1.16-28.22), and oxygen saturation below 95% (<i>aOR</i>: 7.16; 95% CI: 1.37-37.44), with fever acting as a possible protective factor (<i>aOR</i>: 0.08; 95% CI: 0.01-0.42). Factors such as obesity and diabetes were not independent predictors in the final multivariable model.</p><p><strong>Conclusions: </strong>The findings reinforce that maternal death is a multifactorial phenomenon. The relevance of this investigation lies in identifying clinical and obstetric vulnerability profiles in a region heavily impacted by the health crisis. Knowledge gained from past crises contributes to the improvement of public health strategies and clinical management protocols, aiming to mitigate preventable maternal deaths in future public health emergencies.</p>","PeriodicalId":72832,"journal":{"name":"Diseases (Basel, Switzerland)","volume":"14 2","pages":""},"PeriodicalIF":3.0,"publicationDate":"2026-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12939328/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147291876","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-14DOI: 10.3390/diseases14020072
Juan Antonio Suárez-Cuenca, Pablo Zermeño-Ugalde, Diana Elisa Díaz-Jiménez, Juan Antonio Pineda-Juárez, Deyanhira Palacios-Colunga, Alejandro Hernández-Patricio, Eduardo Vera-Gómez, Areli Romero-López, María Fernanda Kuri-Pineda, Andrea Ramírez-Coyotecatl, Dulce Cecilia Vázquez-Ramos, José Gutiérrez-Salinas, Silvia García, Christian Alejandro Delaflor-Wagner, Christian Gabriel Toledo-Lozano, Luis Montiel-López, María Angélica Díaz-Aranda, Alberto Melchor-López
Background: Sarcopenia is a progressive muscle disorder associated with metabolic syndrome (MS), in which early impairments in muscle strength and quality precede muscle mass loss. Simple, non-invasive measures such as handgrip strength, estimated appendicular skeletal muscle mass (eASM), and phase angle (PA) may aid early detection, while adipokines link muscle dysfunction to metabolic regulation. Objective: In the present study, we aimed to evaluate the association between sarcopenia markers and PA in patients with MS. Methods: A cross-sectional study was conducted in patients with MS, at a third-level hospital in Mexico City. Sarcopenia was assessed by handgrip strength and eASM; body composition and PA were measured using bioelectrical impedance; and plasma adipokines were quantified by ELISA. Results: Seventy-four (mean age, 57.7 years; 75% female; BMI, 32.5 kg/m2) participants with MS were included. Handgrip strength correlated with eASM (r = 0.64; p < 0.01) and PA (rho = 0.43; p < 0.01), and eASM also correlated with PA (rho = 0.40; p < 0.01) and predicted higher PA values (OR = 2.74; p = 0.042). The sarcopenic subgroup had lower brachial circumference and plasma adiponectin. Conclusions: Sarcopenia is frequent in MS and associated with lower adiponectin, suggesting a vulnerable condition. Functional/structural markers of sarcopenia showed significant correlation with PA, whereas combined methods may enhance the early detection and management of muscle deterioration in metabolic disease.
背景:肌肉减少症是一种与代谢综合征(MS)相关的进行性肌肉疾病,其中早期肌肉力量和质量受损先于肌肉质量损失。简单的、非侵入性的测量方法,如握力、估计的阑尾骨骼肌质量(eASM)和相位角(PA)可能有助于早期发现,而脂肪因子将肌肉功能障碍与代谢调节联系起来。目的:在本研究中,我们旨在评估多发性硬化症患者肌肉减少症标志物与PA之间的关系。方法:在墨西哥城的一家三级医院对多发性硬化症患者进行横断面研究。通过握力和eASM评估肌肉减少症;采用生物电阻抗法测定体成分和PA;ELISA法测定血浆脂肪因子含量。结果:纳入74名MS患者(平均年龄57.7岁,75%为女性,BMI为32.5 kg/m2)。握力与eASM (r = 0.64, p < 0.01)和PA (rho = 0.43, p < 0.01)相关,eASM与PA也相关(rho = 0.40, p < 0.01),预测PA值较高(OR = 2.74, p = 0.042)。肌减少亚组臂围较低,血浆脂联素较低。结论:肌少症在多发性硬化症中很常见,并与低脂联素相关,提示多发性硬化症易感。肌少症的功能/结构标记物与PA有显著相关性,而联合方法可能增强代谢性疾病中肌肉退化的早期发现和管理。
{"title":"Association of Sarcopenia with Lower Adiponectin Levels and Reduced Estimated Appendicular Lean Mass in Patients with Metabolic Syndrome: A Cross-Sectional Study.","authors":"Juan Antonio Suárez-Cuenca, Pablo Zermeño-Ugalde, Diana Elisa Díaz-Jiménez, Juan Antonio Pineda-Juárez, Deyanhira Palacios-Colunga, Alejandro Hernández-Patricio, Eduardo Vera-Gómez, Areli Romero-López, María Fernanda Kuri-Pineda, Andrea Ramírez-Coyotecatl, Dulce Cecilia Vázquez-Ramos, José Gutiérrez-Salinas, Silvia García, Christian Alejandro Delaflor-Wagner, Christian Gabriel Toledo-Lozano, Luis Montiel-López, María Angélica Díaz-Aranda, Alberto Melchor-López","doi":"10.3390/diseases14020072","DOIUrl":"10.3390/diseases14020072","url":null,"abstract":"<p><p><b>Background:</b> Sarcopenia is a progressive muscle disorder associated with metabolic syndrome (MS), in which early impairments in muscle strength and quality precede muscle mass loss. Simple, non-invasive measures such as handgrip strength, estimated appendicular skeletal muscle mass (eASM), and phase angle (PA) may aid early detection, while adipokines link muscle dysfunction to metabolic regulation. <b>Objective:</b> In the present study, we aimed to evaluate the association between sarcopenia markers and PA in patients with MS. <b>Methods:</b> A cross-sectional study was conducted in patients with MS, at a third-level hospital in Mexico City. Sarcopenia was assessed by handgrip strength and eASM; body composition and PA were measured using bioelectrical impedance; and plasma adipokines were quantified by ELISA. <b>Results:</b> Seventy-four (mean age, 57.7 years; 75% female; BMI, 32.5 kg/m<sup>2</sup>) participants with MS were included. Handgrip strength correlated with eASM (r = 0.64; <i>p</i> < 0.01) and PA (rho = 0.43; <i>p</i> < 0.01), and eASM also correlated with PA (rho = 0.40; <i>p</i> < 0.01) and predicted higher PA values (OR = 2.74; <i>p</i> = 0.042). The sarcopenic subgroup had lower brachial circumference and plasma adiponectin. <b>Conclusions:</b> Sarcopenia is frequent in MS and associated with lower adiponectin, suggesting a vulnerable condition. Functional/structural markers of sarcopenia showed significant correlation with PA, whereas combined methods may enhance the early detection and management of muscle deterioration in metabolic disease.</p>","PeriodicalId":72832,"journal":{"name":"Diseases (Basel, Switzerland)","volume":"14 2","pages":""},"PeriodicalIF":3.0,"publicationDate":"2026-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12939164/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147291745","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-12DOI: 10.3390/diseases14020070
Bongani Motaung, Solima Sabeel, Mumin Ozturk, Trevor S Mafu, Muki Shey, Sandra L Mukasa, Karen Wolmarans, Fareda Jakoet-Bassier, Ashleigh Taylor, Antoneta Mashinyira, Tessa Kotze, Friedrich Thienemann, Reto Guler
Background: Pulmonary inflammation is a widely recognized characteristic of active tuberculosis (TB). Although standard TB treatment is effective, a substantial proportion of mycobacteriologically cured TB patients experience persistent pulmonary inflammation, which can lead to long-term lung impairment, post-tuberculosis lung disease (PTLD) and potentially TB recurrence.
Methods: We conducted a case-control study to compare host serum biomarker profiles in individuals with minimal (TLG < 50 SUVbw*mL, n = 37) versus extensive (TLG ≥ 50 SUVbw*mL, n = 34) persistent lung inflammation following completion of standard drug-sensitive TB treatment. Lung inflammation was measured by 18F-FDG PET/CT scan using total lung glycolysis (TLG) as a surrogate marker. All participants had negative sputum cultures at four months of TB treatment, and blood samples were collected at treatment completion (month six). A Luminex® multiplex assay performed on the Bio-Plex® 200 platform was used to analyze 48 host serum biomarkers involved in cytokine/chemokine signaling.
Results: Following multiple t-test analysis, fifteen biomarkers were significantly elevated (p < 0.05) in participants with extensive persistent lung inflammation compared to those with minimal inflammation. Among these, 14 demonstrated potential as discriminatory markers, with area under the curve (AUC) values ranging from 0.707 to 0.806, sensitivities ranging from 47.06% to 73.53%, and specificities ranging from 70.27% to 83.78%. Notably, 13 of these 16 candidate biomarkers significantly correlated with TLG values, further supporting their potential clinical utility.
Conclusion: We report associations between serum inflammatory mediators and persistent pulmonary inflammation following mycobacterial clearance in TB patients, highlighting their potential as diagnostic biomarkers that could potentially meet the target product profile (TPP) criteria.
背景:肺部炎症是活动性肺结核(TB)的一个公认特征。尽管标准的结核病治疗是有效的,但很大一部分经分枝杆菌治疗治愈的结核病患者经历了持续的肺部炎症,这可能导致长期肺损伤、结核病后肺病(PTLD)和潜在的结核病复发。方法:我们进行了一项病例对照研究,比较完成标准药物敏感性结核病治疗后轻度(TLG < 50 SUVbw*mL, n = 37)和广泛(TLG≥50 SUVbw*mL, n = 34)持续性肺部炎症患者的宿主血清生物标志物谱。以肺总糖酵解(TLG)作为替代指标,通过18F-FDG PET/CT扫描检测肺部炎症。所有参与者在结核病治疗4个月时痰培养均为阴性,并在治疗结束(第6个月)时采集血液样本。在Bio-Plex®200平台上进行的Luminex®多重检测用于分析48个参与细胞因子/趋化因子信号传导的宿主血清生物标志物。结果:经过多重t检验分析,与轻度炎症患者相比,广泛持续性肺部炎症患者的15项生物标志物显著升高(p < 0.05)。其中,14个具有作为鉴别标记的潜力,曲线下面积(AUC)值为0.707 ~ 0.806,灵敏度为47.06% ~ 73.53%,特异性为70.27% ~ 83.78%。值得注意的是,这16个候选生物标志物中有13个与TLG值显著相关,进一步支持了它们潜在的临床应用。结论:我们报告了结核患者分枝杆菌清除后血清炎症介质与持续肺部炎症之间的关联,强调了它们作为可能满足目标产品谱(TPP)标准的诊断生物标志物的潜力。
{"title":"Host Serum Biomarker Signatures in Mycobacteriologically Cured Pulmonary Tuberculosis Patients with Persistent Lung Inflammation on 18F-FDG PET/CT.","authors":"Bongani Motaung, Solima Sabeel, Mumin Ozturk, Trevor S Mafu, Muki Shey, Sandra L Mukasa, Karen Wolmarans, Fareda Jakoet-Bassier, Ashleigh Taylor, Antoneta Mashinyira, Tessa Kotze, Friedrich Thienemann, Reto Guler","doi":"10.3390/diseases14020070","DOIUrl":"10.3390/diseases14020070","url":null,"abstract":"<p><strong>Background: </strong>Pulmonary inflammation is a widely recognized characteristic of active tuberculosis (TB). Although standard TB treatment is effective, a substantial proportion of mycobacteriologically cured TB patients experience persistent pulmonary inflammation, which can lead to long-term lung impairment, post-tuberculosis lung disease (PTLD) and potentially TB recurrence.</p><p><strong>Methods: </strong>We conducted a case-control study to compare host serum biomarker profiles in individuals with minimal (TLG < 50 SUVbw*mL, <i>n</i> = 37) versus extensive (TLG ≥ 50 SUVbw*mL, <i>n</i> = 34) persistent lung inflammation following completion of standard drug-sensitive TB treatment. Lung inflammation was measured by 18F-FDG PET/CT scan using total lung glycolysis (TLG) as a surrogate marker. All participants had negative sputum cultures at four months of TB treatment, and blood samples were collected at treatment completion (month six). A Luminex<sup>®</sup> multiplex assay performed on the Bio-Plex<sup>®</sup> 200 platform was used to analyze 48 host serum biomarkers involved in cytokine/chemokine signaling.</p><p><strong>Results: </strong>Following multiple <i>t</i>-test analysis, fifteen biomarkers were significantly elevated (<i>p</i> < 0.05) in participants with extensive persistent lung inflammation compared to those with minimal inflammation. Among these, 14 demonstrated potential as discriminatory markers, with area under the curve (AUC) values ranging from 0.707 to 0.806, sensitivities ranging from 47.06% to 73.53%, and specificities ranging from 70.27% to 83.78%. Notably, 13 of these 16 candidate biomarkers significantly correlated with TLG values, further supporting their potential clinical utility.</p><p><strong>Conclusion: </strong>We report associations between serum inflammatory mediators and persistent pulmonary inflammation following mycobacterial clearance in TB patients, highlighting their potential as diagnostic biomarkers that could potentially meet the target product profile (TPP) criteria.</p>","PeriodicalId":72832,"journal":{"name":"Diseases (Basel, Switzerland)","volume":"14 2","pages":""},"PeriodicalIF":3.0,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12939348/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147291830","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-12DOI: 10.3390/diseases14020068
Angela Soler-Sanchis, Francisco Miguel Martínez-Arnau, Pilar Pérez-Ros
Background/Objectives: Delirium is frequent and serious in older adults attending the emergency department (ED), but evidence on its pharmacological management in this setting is limited. This study aimed to quantify the pharmacological treatment of delirium in older adults in the ED and examine its association with subsequent hospital admission. Methods: A cross-sectional study was conducted between November 2021 and June 2022 in a Spanish ED. The sample included 153 adults aged 65 years or older with clinician-diagnosed delirium. Clinical, triage, and medication data were obtained from electronic medical records, and associations with hospital admission were analysed using multivariable logistic regression. Results: Ninety-one participants (59.5%) were hospitalised. Antipsychotic, analgesic, and benzodiazepine use was associated with hospitalisation. Absence of an underlying cause was a protective factor. The logistic regression model was significant. Conclusions: By identifying the most frequently administered pharmacological treatments for delirium in older adults in the ED and describing their association with hospitalisation, this study provides key insights into real-world clinical practice patterns in this setting.
{"title":"Pharmacological Management of Delirium in Older Adults in the Emergency Department: Clinical Outcomes.","authors":"Angela Soler-Sanchis, Francisco Miguel Martínez-Arnau, Pilar Pérez-Ros","doi":"10.3390/diseases14020068","DOIUrl":"10.3390/diseases14020068","url":null,"abstract":"<p><p><b>Background/Objectives:</b> Delirium is frequent and serious in older adults attending the emergency department (ED), but evidence on its pharmacological management in this setting is limited. This study aimed to quantify the pharmacological treatment of delirium in older adults in the ED and examine its association with subsequent hospital admission. <b>Methods:</b> A cross-sectional study was conducted between November 2021 and June 2022 in a Spanish ED. The sample included 153 adults aged 65 years or older with clinician-diagnosed delirium. Clinical, triage, and medication data were obtained from electronic medical records, and associations with hospital admission were analysed using multivariable logistic regression. <b>Results:</b> Ninety-one participants (59.5%) were hospitalised. Antipsychotic, analgesic, and benzodiazepine use was associated with hospitalisation. Absence of an underlying cause was a protective factor. The logistic regression model was significant. <b>Conclusions:</b> By identifying the most frequently administered pharmacological treatments for delirium in older adults in the ED and describing their association with hospitalisation, this study provides key insights into real-world clinical practice patterns in this setting.</p>","PeriodicalId":72832,"journal":{"name":"Diseases (Basel, Switzerland)","volume":"14 2","pages":""},"PeriodicalIF":3.0,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12939179/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147291093","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Hepatitis B virus (HBV) infection remains highly endemic in sub-Saharan Africa, where hepatitis delta virus (HDV) co-infection substantially worsens liver disease outcomes. Mauritania has long been suspected to be a high-burden setting for HBV-HDV co-infection, yet contemporary data describing its clinical and virological impact remain limited.
Methods: We conducted a hospital-based cross-sectional study at the National Institute of Hepato-Virology (INHV) in Nouakchott, including 401 HBsAg-positive patients. Demographic, clinical, biological, and virological data were collected. HDV serology and RNA testing were performed when available. Liver disease severity, including cirrhosis and hepatocellular carcinoma (HCC), was assessed using clinical, biological, and imaging criteria.
Results: HDV antibodies were detected in 31.9% of HBsAg-positive patients, confirming Mauritania as a hyper-endemic area for HDV. HDV co-infection was strongly associated with advanced liver disease, with HDV antibodies present in 86.4% of cirrhotic patients and 82.4% of those with HCC. Patients with HDV infection frequently exhibited suppressed HBV DNA levels, reflecting viral interference. A substantial proportion of patients presented with decompensated cirrhosis or HCC at diagnosis, and nearly 70% were treatment-naïve. Overall, HDV co-infection emerged as the principal driver of severe liver disease in this cohort.
Conclusions: HBV/HDV co-infection is highly prevalent in Mauritania and is associated with a wide clinical spectrum ranging from asymptomatic infection to decompensated cirrhosis and hepatocellular carcinoma. HDV co-infection is the principal driver of severe liver disease, often occurring despite low or undetectable HBV DNA levels. Systematic HDV screening among all HBsAg-positive individuals is urgently needed to improve risk stratification, guide therapeutic decisions, and reduce liver-related morbidity and mortality.
{"title":"Burden and Clinical Impact of Hepatitis D Virus Co-Infection Among HBsAg-Positive Patients in Mauritania.","authors":"Mohamed Abdawa, Mohamed Hemeyine, Isabelle Chemin, Françoise Lunel-Fabiani, Mohamed Vall Mohamed Abdellahi","doi":"10.3390/diseases14020069","DOIUrl":"10.3390/diseases14020069","url":null,"abstract":"<p><strong>Background: </strong>Hepatitis B virus (HBV) infection remains highly endemic in sub-Saharan Africa, where hepatitis delta virus (HDV) co-infection substantially worsens liver disease outcomes. Mauritania has long been suspected to be a high-burden setting for HBV-HDV co-infection, yet contemporary data describing its clinical and virological impact remain limited.</p><p><strong>Methods: </strong>We conducted a hospital-based cross-sectional study at the National Institute of Hepato-Virology (INHV) in Nouakchott, including 401 HBsAg-positive patients. Demographic, clinical, biological, and virological data were collected. HDV serology and RNA testing were performed when available. Liver disease severity, including cirrhosis and hepatocellular carcinoma (HCC), was assessed using clinical, biological, and imaging criteria.</p><p><strong>Results: </strong>HDV antibodies were detected in 31.9% of HBsAg-positive patients, confirming Mauritania as a hyper-endemic area for HDV. HDV co-infection was strongly associated with advanced liver disease, with HDV antibodies present in 86.4% of cirrhotic patients and 82.4% of those with HCC. Patients with HDV infection frequently exhibited suppressed HBV DNA levels, reflecting viral interference. A substantial proportion of patients presented with decompensated cirrhosis or HCC at diagnosis, and nearly 70% were treatment-naïve. Overall, HDV co-infection emerged as the principal driver of severe liver disease in this cohort.</p><p><strong>Conclusions: </strong>HBV/HDV co-infection is highly prevalent in Mauritania and is associated with a wide clinical spectrum ranging from asymptomatic infection to decompensated cirrhosis and hepatocellular carcinoma. HDV co-infection is the principal driver of severe liver disease, often occurring despite low or undetectable HBV DNA levels. Systematic HDV screening among all HBsAg-positive individuals is urgently needed to improve risk stratification, guide therapeutic decisions, and reduce liver-related morbidity and mortality.</p>","PeriodicalId":72832,"journal":{"name":"Diseases (Basel, Switzerland)","volume":"14 2","pages":""},"PeriodicalIF":3.0,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12940037/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147291834","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-11DOI: 10.3390/diseases14020064
Laura-Cătălina Benchea, Larisa Anghel, Vasile Maciuc, Nicoleta Dubei, Răzvan-Liviu Zanfirescu, Gavril-Silviu Bîrgoan, Mircea Ovanez Balasanian, Radu Andy Sascău, Cristian Stătescu
Background/objectives: To determine whether left atrial (LA) strain by speckle-tracking echocardiography can identify supraventricular arrhythmia risk in patients with type 2 diabetes mellitus (T2DM) without overt structural heart disease.
Methods: Prospective, single-center observational cohort study including 107 adults: 57 with T2DM and 50 age-matched controls. Participants underwent clinical assessment and echocardiography at baseline and 12 months. LA reservoir, conduit, and contractile strain (LASr, LAScd, LASct) were measured; left atrial volume indexed (LAVI) and LA stiffness index (LASI) were calculated. The primary endpoint was clinically significant supraventricular arrhythmia at 12 months on 24 h Holter (atrial fibrillation (AF)/atrial flutter (AFL) ≥ 30 s and/or excessive supraventricular ectopy). Predictors were assessed using penalized logistic regression and discrimination by ROC analysis.
Results: At baseline and 12 months, T2DM showed impaired LA mechanics versus controls (baseline: LASr 20.1 ± 5.7 vs. 25.8 ± 6.3%, LAScd -11.6 ± 4.2 vs. -15.6 ± 4.9%, LASct -9.9 ± 3.2 vs. -13.1 ± 3.7%; all p < 0.001) and higher LASI (0.4 ± 0.2 vs. 0.3 ± 0.1, p < 0.001). LAVI was higher in T2DM at 12 months (34.0 ± 7.0 vs. 29.9 ± 6.5 mL/m2, p = 0.003). Supraventricular arrhythmias occurred in 20/57 patients (35.1%) of the T2DM vs. 1/50 patients (2.0%) of the control group (p < 0.001). Arrhythmias were assessed by 24 h Holter monitoring at the 12-month follow-up. In T2DM, LAScd provided the best single-parameter discrimination (AUC 0.692), with an optimal cut-off around -8% (sensitivity 55.6%, specificity 81.8%); a LAScd+left ventricular ejection fraction (LVEF) model improved AUC to 0.772.
Conclusions: In this prospective observational cohort, T2DM was associated with subclinical LA dysfunction and a higher burden of supraventricular arrhythmias. LAScd emerged as the most clinically informative LA deformation marker for arrhythmic risk stratification and may support targeted rhythm surveillance in diabetic patients. These findings require external validation in larger, independent multicenter cohorts.
背景/目的:确定斑点跟踪超声心动图左房应变是否能识别无明显结构性心脏病的2型糖尿病(T2DM)患者室上心律失常的风险。方法:前瞻性、单中心观察队列研究,包括107名成人:57名T2DM患者和50名年龄匹配的对照组。参与者在基线和12个月时接受临床评估和超声心动图检查。测量LA储层、导管和收缩应变(LASr、LAScd、LASct);计算左房容积指数(LAVI)和左房刚度指数(LASI)。主要终点是24小时动态心电图(心房颤动(AF)/心房扑动(AFL)≥30秒和/或过度的室上异位)12个月时具有临床意义的室上心律失常。预测因子评估采用惩罚逻辑回归和判别ROC分析。结果:在基线和12个月时,T2DM患者与对照组相比,LASr受损(基线:LASr 20.1±5.7 vs. 25.8±6.3%,LAScd -11.6±4.2 vs. -15.6±4.9%,LASct -9.9±3.2 vs. -13.1±3.7%,均p < 0.001), LASI升高(0.4±0.2 vs. 0.3±0.1,p < 0.001)。T2DM患者12个月时LAVI较高(34.0±7.0 vs 29.9±6.5 mL/m2, p = 0.003)。2型糖尿病患者室上性心律失常发生率为20/57例(35.1%),对照组为1/50例(2.0%)(p < 0.001)。在12个月的随访中通过24小时动态心电图监测来评估心律失常。在T2DM中,LAScd提供了最佳的单参数鉴别(AUC为0.692),最佳截止值约为-8%(敏感性55.6%,特异性81.8%);LAScd+左室射血分数(LVEF)模型将AUC提高至0.772。结论:在这个前瞻性观察队列中,T2DM与亚临床LA功能障碍和更高的室上性心律失常负担相关。LAScd是临床上最具信息量的心律失常风险分层的LA变形标记物,可能支持糖尿病患者的有针对性的心律监测。这些发现需要在更大的、独立的多中心队列中进行外部验证。
{"title":"Left Atrial Strain as a Marker of Supraventricular Arrhythmia Risk in Type 2 Diabetes Mellitus.","authors":"Laura-Cătălina Benchea, Larisa Anghel, Vasile Maciuc, Nicoleta Dubei, Răzvan-Liviu Zanfirescu, Gavril-Silviu Bîrgoan, Mircea Ovanez Balasanian, Radu Andy Sascău, Cristian Stătescu","doi":"10.3390/diseases14020064","DOIUrl":"10.3390/diseases14020064","url":null,"abstract":"<p><strong>Background/objectives: </strong>To determine whether left atrial (LA) strain by speckle-tracking echocardiography can identify supraventricular arrhythmia risk in patients with type 2 diabetes mellitus (T2DM) without overt structural heart disease.</p><p><strong>Methods: </strong>Prospective, single-center observational cohort study including 107 adults: 57 with T2DM and 50 age-matched controls. Participants underwent clinical assessment and echocardiography at baseline and 12 months. LA reservoir, conduit, and contractile strain (LASr, LAScd, LASct) were measured; left atrial volume indexed (LAVI) and LA stiffness index (LASI) were calculated. The primary endpoint was clinically significant supraventricular arrhythmia at 12 months on 24 h Holter (atrial fibrillation (AF)/atrial flutter (AFL) ≥ 30 s and/or excessive supraventricular ectopy). Predictors were assessed using penalized logistic regression and discrimination by ROC analysis.</p><p><strong>Results: </strong>At baseline and 12 months, T2DM showed impaired LA mechanics versus controls (baseline: LASr 20.1 ± 5.7 vs. 25.8 ± 6.3%, LAScd -11.6 ± 4.2 vs. -15.6 ± 4.9%, LASct -9.9 ± 3.2 vs. -13.1 ± 3.7%; all <i>p</i> < 0.001) and higher LASI (0.4 ± 0.2 vs. 0.3 ± 0.1, <i>p</i> < 0.001). LAVI was higher in T2DM at 12 months (34.0 ± 7.0 vs. 29.9 ± 6.5 mL/m<sup>2</sup>, <i>p</i> = 0.003). Supraventricular arrhythmias occurred in 20/57 patients (35.1%) of the T2DM vs. 1/50 patients (2.0%) of the control group (<i>p</i> < 0.001). Arrhythmias were assessed by 24 h Holter monitoring at the 12-month follow-up. In T2DM, LAScd provided the best single-parameter discrimination (AUC 0.692), with an optimal cut-off around -8% (sensitivity 55.6%, specificity 81.8%); a LAScd+left ventricular ejection fraction (LVEF) model improved AUC to 0.772.</p><p><strong>Conclusions: </strong>In this prospective observational cohort, T2DM was associated with subclinical LA dysfunction and a higher burden of supraventricular arrhythmias. LAScd emerged as the most clinically informative LA deformation marker for arrhythmic risk stratification and may support targeted rhythm surveillance in diabetic patients. These findings require external validation in larger, independent multicenter cohorts.</p>","PeriodicalId":72832,"journal":{"name":"Diseases (Basel, Switzerland)","volume":"14 2","pages":""},"PeriodicalIF":3.0,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12939707/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147292002","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-11DOI: 10.3390/diseases14020065
Kenjiro Nagai, Syo Nagai
<p><p>"Nontuberculous mycobacteria" (NTM) is a general term for mycobacteria other than the Mycobacterium tuberculosis complex and Mycobacterium leprae. In Japan, 90% of pulmonary NTM disease cases are caused by two species, Mycobacterium avium and M. intracellulare, which are collectively referred to as Mycobacterium avium complex (MAC) due to their biochemical similarity. Pulmonary MAC disease is broadly classified into fibrocavitary and nodular/bronchiectatic types, each of which exhibits distinctive pathological features. The pulmonary NTM disease incidence has been found to be 14.7 cases per 100,000 population per year, suggesting that Japan has the highest incidence of this disease in the world, and its incidence has also been shown to have already exceeded that of pulmonary tuberculosis. In addition, many elderly people have weakened immune systems, which often causes a decline in comprehension, and many medications for this have side effects, making it difficult to continue taking them and leading to treatment difficulties. The two cases reported here were both elderly women with refractory MAC lung disease, but they had different phenotypes: a fibrocavitary type and a long-standing, progressive nodular and bronchiectatic type. Treatment was performed with a regimen using Liposomal amikacin (ALIS), which is an aminoglycoside antibiotic that works by binding to bacterial Riposomes and inhibiting protein synthesis. Using amikacin Liposomal technology and a specialized inhaler, ALIS efficiently reaches alveolar macrophages, directly killing the MAC bacteria within. However, the unique administration method requires inhaler cleaning, making continued use difficult given the characteristics of patients with refractory MAC pulmonary disease. Even when treatment is possible, frequent side effects, such as hoarseness and dysphonia, while not severe, further contribute to the difficulty of initiating treatment. In both cases reported here, continued administration of rifampicin was difficult due to side effects such as liver damage and loss of appetite, and the patients' conditions were also resistant to treatment, so ALIS was chosen, as it is thought to be more effective than other drugs and to have fewer systemic side effects. The patient had a limited understanding of how to clean the inhaler and how to inhale, making continued treatment difficult; therefore, we explained the efficacy and safety of ALIS to the patient's family. Inhalation therapy is an effective method for delivering medication directly to the lungs, where the disease is located, while reducing systemic side effects. Until now, no inhalation therapy has existed for pulmonary MAC disease, and inhalation therapy itself is still a groundbreaking treatment administration method. This is the first case in the world where therapeutic efficacy has been confirmed with fewer than half the number of treatments required for standard treatment. Furthermore, as a new drug delivery method, i
{"title":"Report on Successful Treatment of Refractory MAC 2 Lung Disease in Two Elderly Patients with Inhaled Liposomal Amikacin (ALIS) at Half the Standard Dose.","authors":"Kenjiro Nagai, Syo Nagai","doi":"10.3390/diseases14020065","DOIUrl":"10.3390/diseases14020065","url":null,"abstract":"<p><p>\"Nontuberculous mycobacteria\" (NTM) is a general term for mycobacteria other than the Mycobacterium tuberculosis complex and Mycobacterium leprae. In Japan, 90% of pulmonary NTM disease cases are caused by two species, Mycobacterium avium and M. intracellulare, which are collectively referred to as Mycobacterium avium complex (MAC) due to their biochemical similarity. Pulmonary MAC disease is broadly classified into fibrocavitary and nodular/bronchiectatic types, each of which exhibits distinctive pathological features. The pulmonary NTM disease incidence has been found to be 14.7 cases per 100,000 population per year, suggesting that Japan has the highest incidence of this disease in the world, and its incidence has also been shown to have already exceeded that of pulmonary tuberculosis. In addition, many elderly people have weakened immune systems, which often causes a decline in comprehension, and many medications for this have side effects, making it difficult to continue taking them and leading to treatment difficulties. The two cases reported here were both elderly women with refractory MAC lung disease, but they had different phenotypes: a fibrocavitary type and a long-standing, progressive nodular and bronchiectatic type. Treatment was performed with a regimen using Liposomal amikacin (ALIS), which is an aminoglycoside antibiotic that works by binding to bacterial Riposomes and inhibiting protein synthesis. Using amikacin Liposomal technology and a specialized inhaler, ALIS efficiently reaches alveolar macrophages, directly killing the MAC bacteria within. However, the unique administration method requires inhaler cleaning, making continued use difficult given the characteristics of patients with refractory MAC pulmonary disease. Even when treatment is possible, frequent side effects, such as hoarseness and dysphonia, while not severe, further contribute to the difficulty of initiating treatment. In both cases reported here, continued administration of rifampicin was difficult due to side effects such as liver damage and loss of appetite, and the patients' conditions were also resistant to treatment, so ALIS was chosen, as it is thought to be more effective than other drugs and to have fewer systemic side effects. The patient had a limited understanding of how to clean the inhaler and how to inhale, making continued treatment difficult; therefore, we explained the efficacy and safety of ALIS to the patient's family. Inhalation therapy is an effective method for delivering medication directly to the lungs, where the disease is located, while reducing systemic side effects. Until now, no inhalation therapy has existed for pulmonary MAC disease, and inhalation therapy itself is still a groundbreaking treatment administration method. This is the first case in the world where therapeutic efficacy has been confirmed with fewer than half the number of treatments required for standard treatment. Furthermore, as a new drug delivery method, i","PeriodicalId":72832,"journal":{"name":"Diseases (Basel, Switzerland)","volume":"14 2","pages":""},"PeriodicalIF":3.0,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12939252/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147291665","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-11DOI: 10.3390/diseases14020067
Byung Soo Kang, Jisoo Um, Subeen Hong, Hae-Jung Park, Joo Hyun Park, Jihyun Hwang, Tae-Suk Kim, Hyun Sun Ko
Background/Objectives: Perinatal depression and anxiety are significant mental health concerns, and pharmacological treatments often pose considerable challenges. Therefore, this study aimed to evaluate the mental health status of pregnant and postpartum women and identify the factors affecting perinatal depression and anxiety. Methods: This cross-sectional study included 286 pregnant and postpartum women who completed questionnaires, including the Patient Health Questionnaire-9 (PHQ-9), Korean Version of the Edinburgh Postnatal Depression Scale (K-EPDS), and Generalized Anxiety Disorder-7 (GAD-7). Results: Symptoms of depression and anxiety were prevalent among participants. PHQ-9-positive cases were significantly less frequent in women from nuclear families, and their Pregnancy Stress Scale scores were significantly higher. K-EPDS-positive women had significantly lower rates of wanted pregnancies and marital satisfaction. GAD-7-positive cases showed significantly lower rates of wanted pregnancies, lower levels of social support, and higher Pregnancy Stress Scale scores. Conclusions: These findings highlight key psychosocial factors associated with perinatal depression and anxiety among pregnant and postpartum women, underscoring the importance of comprehensive mental health assessment during the perinatal period.
{"title":"Factors Associated with Perinatal Depression and Anxiety Among Pregnant and Postpartum Women: A Cross-Sectional Study Based on Questionnaire Data.","authors":"Byung Soo Kang, Jisoo Um, Subeen Hong, Hae-Jung Park, Joo Hyun Park, Jihyun Hwang, Tae-Suk Kim, Hyun Sun Ko","doi":"10.3390/diseases14020067","DOIUrl":"10.3390/diseases14020067","url":null,"abstract":"<p><p><b>Background/Objectives</b>: Perinatal depression and anxiety are significant mental health concerns, and pharmacological treatments often pose considerable challenges. Therefore, this study aimed to evaluate the mental health status of pregnant and postpartum women and identify the factors affecting perinatal depression and anxiety. <b>Methods</b>: This cross-sectional study included 286 pregnant and postpartum women who completed questionnaires, including the Patient Health Questionnaire-9 (PHQ-9), Korean Version of the Edinburgh Postnatal Depression Scale (K-EPDS), and Generalized Anxiety Disorder-7 (GAD-7). <b>Results</b>: Symptoms of depression and anxiety were prevalent among participants. PHQ-9-positive cases were significantly less frequent in women from nuclear families, and their Pregnancy Stress Scale scores were significantly higher. K-EPDS-positive women had significantly lower rates of wanted pregnancies and marital satisfaction. GAD-7-positive cases showed significantly lower rates of wanted pregnancies, lower levels of social support, and higher Pregnancy Stress Scale scores. <b>Conclusions</b>: These findings highlight key psychosocial factors associated with perinatal depression and anxiety among pregnant and postpartum women, underscoring the importance of comprehensive mental health assessment during the perinatal period.</p>","PeriodicalId":72832,"journal":{"name":"Diseases (Basel, Switzerland)","volume":"14 2","pages":""},"PeriodicalIF":3.0,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12939594/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147291836","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-11DOI: 10.3390/diseases14020066
Anna An Starshinova, Adilya Sabirova, Olesya Koroteeva, Igor Kudryavtsev, Artem Rubinstein, Arthur Aquino, Andrey S Trulioff, Ekaterina Belyaeva, Anastasia Kulpina, Raul A Sharipov, Ravil K Tukfatullin, Nikolay Y Nikolenko, Anton Mikhalev, Andrey A Savchenko, Alexandr Borisov, Dmitry Kudlay
Background/objectives: Latent tuberculosis infection (LTBI) represents a critical reservoir for subsequent development of active tuberculosis (ATB) and poses significant challenges for early diagnosis and disease prevention. Traditional immunological assays, such as interferon-gamma release assays (IGRAs), are limited in their ability to reliably distinguish LTBI from ATB. Recent advances in high-throughput omics technologies and machine learning (ML) approaches offer new opportunities for precise, biomarker-based differential diagnostics.
Methods: Transcriptomic and proteomic profiling of host immune responses has revealed reproducible gene and protein signatures associated with LTBI and ATB. The integration of ML techniques-including feature selection, dimensionality reduction, multimodal learning, and explainable AI-facilitates the construction of robust diagnostic models. Single-modality signatures, derived from RNA-seq, microarrays, or proteomic assays, are complemented by multimodal approaches that incorporate soluble mediators, immunological readouts, and imaging-derived features. Deep learning frameworks, such as convolutional neural networks and transformer-based architectures, enhance the extraction of complex molecular and structural patterns from high-dimensional datasets.
Results: ML-driven analyses of transcriptomic and proteomic data consistently outperform conventional immunological tests in terms of sensitivity, specificity, and clinical applicability. Multimodal integration further improves diagnostic accuracy and robustness. These advances support the translational development of concise, quantitative reverse transcription PCR (qRT-PCR)-based biomarker panels suitable for routine clinical application, enabling early and reliable differentiation between LTBI and ATB. Overall, the combination of high-throughput omics and AI-based analytical frameworks provides a promising pathway for enhancing global tuberculosis diagnostics.
Conclusions: This review provides a structured and critical synthesis of transcriptomic and proteomic biomarker research for LTBI and ATB discrimination, with a particular emphasis on machine learning-based analytical frameworks. Unlike previous narrative reviews, we systematically compare data-generating platforms, modelling strategies, validation approaches, and sources of heterogeneity across studies. We further identify key translational barriers, including cohort homogeneity, platform dependency, and limited external validation, and propose directions for future research aimed at improving clinical applicability.
{"title":"Detection for New Biomarkers of Tuberculosis Infection Activity Using Machine Learning Methods.","authors":"Anna An Starshinova, Adilya Sabirova, Olesya Koroteeva, Igor Kudryavtsev, Artem Rubinstein, Arthur Aquino, Andrey S Trulioff, Ekaterina Belyaeva, Anastasia Kulpina, Raul A Sharipov, Ravil K Tukfatullin, Nikolay Y Nikolenko, Anton Mikhalev, Andrey A Savchenko, Alexandr Borisov, Dmitry Kudlay","doi":"10.3390/diseases14020066","DOIUrl":"10.3390/diseases14020066","url":null,"abstract":"<p><strong>Background/objectives: </strong>Latent tuberculosis infection (LTBI) represents a critical reservoir for subsequent development of active tuberculosis (ATB) and poses significant challenges for early diagnosis and disease prevention. Traditional immunological assays, such as interferon-gamma release assays (IGRAs), are limited in their ability to reliably distinguish LTBI from ATB. Recent advances in high-throughput omics technologies and machine learning (ML) approaches offer new opportunities for precise, biomarker-based differential diagnostics.</p><p><strong>Methods: </strong>Transcriptomic and proteomic profiling of host immune responses has revealed reproducible gene and protein signatures associated with LTBI and ATB. The integration of ML techniques-including feature selection, dimensionality reduction, multimodal learning, and explainable AI-facilitates the construction of robust diagnostic models. Single-modality signatures, derived from RNA-seq, microarrays, or proteomic assays, are complemented by multimodal approaches that incorporate soluble mediators, immunological readouts, and imaging-derived features. Deep learning frameworks, such as convolutional neural networks and transformer-based architectures, enhance the extraction of complex molecular and structural patterns from high-dimensional datasets.</p><p><strong>Results: </strong>ML-driven analyses of transcriptomic and proteomic data consistently outperform conventional immunological tests in terms of sensitivity, specificity, and clinical applicability. Multimodal integration further improves diagnostic accuracy and robustness. These advances support the translational development of concise, quantitative reverse transcription PCR (qRT-PCR)-based biomarker panels suitable for routine clinical application, enabling early and reliable differentiation between LTBI and ATB. Overall, the combination of high-throughput omics and AI-based analytical frameworks provides a promising pathway for enhancing global tuberculosis diagnostics.</p><p><strong>Conclusions: </strong>This review provides a structured and critical synthesis of transcriptomic and proteomic biomarker research for LTBI and ATB discrimination, with a particular emphasis on machine learning-based analytical frameworks. Unlike previous narrative reviews, we systematically compare data-generating platforms, modelling strategies, validation approaches, and sources of heterogeneity across studies. We further identify key translational barriers, including cohort homogeneity, platform dependency, and limited external validation, and propose directions for future research aimed at improving clinical applicability.</p>","PeriodicalId":72832,"journal":{"name":"Diseases (Basel, Switzerland)","volume":"14 2","pages":""},"PeriodicalIF":3.0,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12939407/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147291824","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}