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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. 沙特阿拉伯北部边境糖尿病患者慢性肾脏疾病的意识和感知危险因素:战略监测和管理计划的意义
IF 3 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-16 DOI: 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.

背景/目的:慢性肾脏疾病(CKD)对糖尿病患者造成了严重的健康负担,增加了发病率和死亡率。了解CKD及其危险因素对于早期发现、有效管理和预防并发症至关重要。本研究旨在评估CKD认知度作为主要结局,并探讨沙特阿拉伯北部边境地区糖尿病患者自我报告的CKD患病率及相关因素作为次要结局。方法:采用一份有效的、自我管理的在线问卷,对指定地区389名自我报告医生诊断为糖尿病的成年人进行横断面调查。分析数据以评估CKD意识,识别感知的危险因素和与自我报告的CKD相关的因素。结果:在参与者中,182人(46.8%)表现出对CKD的良好认识,而自我报告的CKD患病率为83人(21.3%)。男性和未婚参与者更有可能有良好的CKD意识(p分别= 0.008和0.009)。自我报告的CKD患病率与年龄、性别、糖尿病类型、肾脏疾病家族史和合并症之间存在显著相关性(均p < 0.05)。多因素logistic回归显示,高血压与自述CKD密切相关[aOR = 5.77;95% ci: 3.12-10.67;p < 0.001],心脏病也是如此[aOR = 4.21;95% ci: 1.35-13.13;P = 0.013]。结论:该地区糖尿病患者对CKD的认知度中等,男性和未婚人群认知度较高。高血压和心脏病与自我报告的CKD显著相关。这些发现强调了在糖尿病护理中对CKD进行针对性教育、常规循证筛查和结构化管理策略的重要性,并为加强糖尿病患者CKD监测的区域战略计划提供了基础。
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引用次数: 0
Factors Associated with Maternal Mortality from COVID-19 in Pernambuco, Brazil (2020-2021): A Case-Control Study. 巴西伯南布哥省(2020-2021年)与COVID-19孕产妇死亡率相关的因素:一项病例对照研究
IF 3 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-14 DOI: 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.

背景:COVID-19大流行导致孕产妇死亡率上升,原因包括病毒感染的直接影响,以及卫生服务超载造成的间接影响,以及由此引发的经济和社会危机。本研究旨在分析2020年至2021年伯南布哥省与COVID-19孕产妇死亡相关的社会人口、妊娠和临床因素。方法:纳入37例(死亡)和112例(存活)对照。分别使用条件和Firth惩罚逻辑回归模型估计粗比值比和调整比值比,以评估社会人口统计学、妊娠期和临床因素。结果:在双因素分析中,与新冠肺炎孕产妇死亡相关的主要因素为受教育年限≤8年、产后、多胎、血氧饱和度低于95%、肥胖、糖尿病。发烧和咳嗽的出现与较低的死亡概率有关。与产妇死亡相关的独立因素为产后(aOR: 80.78; 95% CI: 16.54-394.37)、胎次≥1 (aOR: 5.74; 95% CI: 1.16-28.22)、血氧饱和度低于95% (aOR: 7.16; 95% CI: 1.37-37.44),发热可能是保护因素(aOR: 0.08; 95% CI: 0.01-0.42)。在最终的多变量模型中,肥胖和糖尿病等因素不是独立的预测因子。结论:研究结果表明,产妇死亡是一个多因素现象。这项调查的意义在于查明受卫生危机严重影响地区的临床和产科脆弱性概况。从过去危机中获得的知识有助于改进公共卫生战略和临床管理规程,旨在减少未来突发公共卫生事件中可预防的孕产妇死亡。
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引用次数: 0
Association of Sarcopenia with Lower Adiponectin Levels and Reduced Estimated Appendicular Lean Mass in Patients with Metabolic Syndrome: A Cross-Sectional Study. 代谢综合征患者肌肉减少症与低脂联素水平和减少阑尾瘦质量的关联:一项横断面研究。
IF 3 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-14 DOI: 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。
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引用次数: 0
Host Serum Biomarker Signatures in Mycobacteriologically Cured Pulmonary Tuberculosis Patients with Persistent Lung Inflammation on 18F-FDG PET/CT. 结核分枝杆菌治愈的持续性肺部炎症患者的宿主血清生物标志物18F-FDG PET/CT
IF 3 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-12 DOI: 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}
引用次数: 0
Pharmacological Management of Delirium in Older Adults in the Emergency Department: Clinical Outcomes. 急诊科老年人谵妄的药理学治疗:临床结果
IF 3 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-12 DOI: 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.

背景/目的:谵妄在急诊科(ED)的老年人中是频繁和严重的,但在这种情况下,其药理管理的证据有限。本研究旨在量化急诊科老年人谵妄的药物治疗,并检查其与随后住院的关系。方法:在2021年11月至2022年6月期间,在西班牙急诊科进行了一项横断面研究。样本包括153名65岁或以上的临床诊断为谵妄的成年人。从电子病历中获得临床、分诊和用药数据,并使用多变量逻辑回归分析与住院的关联。结果:91例(59.5%)患者住院。抗精神病药、镇痛药和苯二氮卓类药物的使用与住院有关。没有根本原因是一个保护性因素。logistic回归模型具有显著性。结论:通过确定急诊科老年人谵妄最常用的药物治疗方法,并描述其与住院治疗的关系,本研究为这种情况下现实世界的临床实践模式提供了关键见解。
{"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}
引用次数: 0
Burden and Clinical Impact of Hepatitis D Virus Co-Infection Among HBsAg-Positive Patients in Mauritania. 毛里塔尼亚hbsag阳性患者丁型肝炎病毒合并感染的负担及临床影响
IF 3 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-12 DOI: 10.3390/diseases14020069
Mohamed Abdawa, Mohamed Hemeyine, Isabelle Chemin, Françoise Lunel-Fabiani, Mohamed Vall Mohamed Abdellahi

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.

背景:乙型肝炎病毒(HBV)感染在撒哈拉以南非洲仍然高度流行,在那里,丁型肝炎病毒(HDV)合并感染大大恶化了肝脏疾病的结局。毛里塔尼亚长期以来一直被怀疑是HBV-HDV合并感染的高负担地区,但描述其临床和病毒学影响的当代数据仍然有限。方法:我们在努瓦克肖特的国家肝病毒学研究所(INHV)进行了一项基于医院的横断面研究,包括401名hbsag阳性患者。收集了人口学、临床、生物学和病毒学资料。可用时进行HDV血清学和RNA检测。肝脏疾病的严重程度,包括肝硬化和肝细胞癌(HCC),采用临床、生物学和影像学标准进行评估。结果:在31.9%的hbsag阳性患者中检测到HDV抗体,证实毛里塔尼亚是HDV高流行区。HDV合并感染与晚期肝病密切相关,86.4%的肝硬化患者和82.4%的HCC患者存在HDV抗体。HDV感染患者经常表现出HBV DNA水平的抑制,反映了病毒的干扰。相当大比例的患者在诊断时表现为失代偿性肝硬化或HCC,近70%为treatment-naïve。总体而言,在该队列中,HDV合并感染成为严重肝脏疾病的主要驱动因素。结论:HBV/HDV合并感染在毛里塔尼亚非常普遍,并且与广泛的临床谱相关,从无症状感染到失代偿肝硬化和肝细胞癌。HDV合并感染是严重肝病的主要驱动因素,通常发生在HBV DNA水平较低或无法检测到的情况下。迫切需要在所有hbsag阳性个体中进行系统的HDV筛查,以改善风险分层,指导治疗决策,并降低肝脏相关发病率和死亡率。
{"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}
引用次数: 0
Left Atrial Strain as a Marker of Supraventricular Arrhythmia Risk in Type 2 Diabetes Mellitus. 左心房应变作为2型糖尿病室上性心律失常危险的标志。
IF 3 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-11 DOI: 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}
引用次数: 0
Report on Successful Treatment of Refractory MAC 2 Lung Disease in Two Elderly Patients with Inhaled Liposomal Amikacin (ALIS) at Half the Standard Dose. 一半标准剂量吸入阿米卡星脂质体治疗老年难治性MAC 2型肺病2例成功报告
IF 3 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-11 DOI: 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
“非结核分枝杆菌”(NTM)是结核分枝杆菌复合体和麻风分枝杆菌以外的分枝杆菌的总称。在日本,90%的肺部NTM病例是由鸟分枝杆菌(Mycobacterium avium)和胞内分枝杆菌(M. intracululare)两种细菌引起的,由于它们的生化相似性,统称为鸟分枝杆菌复合体(Mycobacterium avium complex, MAC)。肺MAC疾病大致分为纤维空洞型和结节型/支气管扩张型,每一种都表现出不同的病理特征。肺结核发病率为每年每10万人14.7例,表明日本是世界上该病发病率最高的国家,其发病率也已超过肺结核。此外,许多老年人的免疫系统较弱,这往往导致理解能力下降,许多治疗这种疾病的药物都有副作用,难以继续服用,导致治疗困难。本文报道的两个病例均为难治性MAC肺病的老年女性,但她们具有不同的表型:纤维空洞型和长期进行性结节和支气管扩张型。治疗方案使用脂质体阿米卡星(ALIS),这是一种氨基糖苷类抗生素,通过与细菌核糖体结合并抑制蛋白质合成而起作用。利用阿米卡星脂质体技术和专门的吸入器,ALIS有效地到达肺泡巨噬细胞,直接杀死其中的MAC细菌。然而,独特的给药方法需要清洗吸入器,考虑到难治性MAC肺病患者的特点,难以继续使用。即使治疗是可能的,常见的副作用,如声音嘶哑和语音障碍,虽然不严重,进一步增加了开始治疗的困难。在这里报道的两例病例中,由于肝损伤和食欲减退等副作用,利福平很难继续给药,而且患者的病情也对治疗有抵抗力,因此选择了ALIS,因为它被认为比其他药物更有效,而且全身副作用更少。患者对如何清洁吸入器和如何吸气的理解有限,使继续治疗变得困难;因此,我们向患者家属解释了ALIS的有效性和安全性。吸入疗法是一种有效的方法,可以将药物直接输送到疾病所在的肺部,同时减少全身副作用。到目前为止,还没有肺部MAC疾病的吸入疗法,吸入疗法本身仍然是一种开创性的治疗给药方法。这是世界上首例在不到标准治疗所需治疗次数一半的情况下就证实了治疗效果的病例。此外,吸入作为一种新的给药方法,在现有药物不可用或因某种原因无效时提供了一种新的治疗选择,并且对于老年患者可能是安全的。
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引用次数: 0
Factors Associated with Perinatal Depression and Anxiety Among Pregnant and Postpartum Women: A Cross-Sectional Study Based on Questionnaire Data. 孕妇和产后妇女围产期抑郁和焦虑相关因素:基于问卷调查数据的横断面研究。
IF 3 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-11 DOI: 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.

背景/目的:围产期抑郁和焦虑是重要的心理健康问题,药物治疗往往带来相当大的挑战。因此,本研究旨在评估孕妇和产后妇女的心理健康状况,并确定围生期抑郁和焦虑的影响因素。方法:采用横断面研究方法,对286名孕妇和产后妇女进行问卷调查,包括患者健康问卷-9 (PHQ-9)、韩版爱丁堡产后抑郁量表(K-EPDS)和广泛性焦虑障碍量表-7 (GAD-7)。结果:参与者普遍存在抑郁和焦虑症状。核心家庭妇女phq -9阳性病例明显较少,其妊娠压力量表得分明显较高。k - epds阳性妇女的意外怀孕率和婚姻满意度明显较低。gad -7阳性病例的意外怀孕率明显较低,社会支持水平较低,妊娠压力量表得分较高。结论:这些发现强调了与孕妇和产后妇女围产期抑郁和焦虑相关的关键心理社会因素,强调了围产期全面心理健康评估的重要性。
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引用次数: 0
Detection for New Biomarkers of Tuberculosis Infection Activity Using Machine Learning Methods. 利用机器学习方法检测结核病感染活性的新生物标志物。
IF 3 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-11 DOI: 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.

背景/目的:潜伏性结核感染(LTBI)是活动性结核(ATB)后续发展的关键宿主,对早期诊断和疾病预防构成重大挑战。传统的免疫检测,如干扰素γ释放检测(IGRAs),在可靠区分LTBI和ATB的能力上是有限的。高通量组学技术和机器学习(ML)方法的最新进展为精确的基于生物标志物的鉴别诊断提供了新的机会。方法:宿主免疫反应的转录组学和蛋白质组学分析揭示了与LTBI和ATB相关的可复制基因和蛋白质特征。机器学习技术的集成——包括特征选择、降维、多模态学习和可解释的人工智能——促进了鲁棒诊断模型的构建。单模态特征,源自RNA-seq、微阵列或蛋白质组学分析,由多模态方法补充,包括可溶性介质、免疫读数和成像衍生的特征。深度学习框架,如卷积神经网络和基于变压器的架构,增强了从高维数据集中提取复杂分子和结构模式的能力。结果:机器学习驱动的转录组学和蛋白质组学数据分析在敏感性、特异性和临床适用性方面始终优于传统的免疫学测试。多模态集成进一步提高了诊断的准确性和鲁棒性。这些进展支持了适合常规临床应用的简洁、定量反转录PCR (qRT-PCR)生物标志物面板的转化开发,从而能够早期可靠地区分LTBI和ATB。总体而言,高通量组学和基于人工智能的分析框架的结合为加强全球结核病诊断提供了一条有希望的途径。结论:本综述提供了LTBI和ATB鉴别的转录组学和蛋白质组学生物标志物的结构化和关键合成研究,特别强调基于机器学习的分析框架。与以往的叙述性综述不同,我们系统地比较了数据生成平台、建模策略、验证方法和研究异质性的来源。我们进一步确定了关键的翻译障碍,包括队列同质性、平台依赖性和有限的外部验证,并提出了旨在提高临床适用性的未来研究方向。
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引用次数: 0
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