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miR-424/322 attenuates cardiac remodeling by modulating the nuclear factor-activated T-cell 3/furin pathway. miR-424/322 通过调节核因子激活的 T 细胞 3/furin 通路减轻心脏重塑。
IF 4.1 3区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-23 DOI: 10.1016/j.bj.2024.100818
Hsiao-Ya Tsai, Jen-Chun Wang, Yu-Juei Hsu, Chih-Yuan Lin, Po-Hsun Huang, Min-Chien Tsai, Chin-Wang Hsu, Shang-Feng Yang, Shih-Hung Tsai

Background: Cardiac remodeling is implicated in numerous physiologic and pathologic conditions, including scar formation, heart failure, and cardiac arrhythmias. Nuclear factor-activated T-cell cytoplasmic (NFATc) is a crucial transcription factor that regulates cardiac remodeling. MicroRNA (miR)-424/322 has pathophysiological roles in the cardiovascular and respiratory systems by modulating hypoxia and inflammatory pathways. The role of miR-424/322 in regulating cardiac remodeling is under investigation. We identified several cardiac hypertrophy and fibrosis-related molecules as putative targets of miR-424/322. We propose that miR-424/322 could have crucial roles in cardiac remodeling by modulating several key molecules for cardiac fibrosis and hypertrophy.

Methods: Human cardiac fibroblasts (HCFs) and a myogenic cell line H9c2 cells were used for in vitro experiments. A murine model of angiotensin II (AngII)-induced cardiac remodeling was used to assess the roles of miR-322 on cardiac hypertrophy and fibrosis in vivo. Immunoblotting, immunofluorescence, real-time polymerase chain reaction and cell proliferation, Sirius Red, and dual-luciferase reporter assays were used to decipher the molecular mechanism.

Results: We found that miR-322 knockout mice were susceptible to AngII-induced cardiac fibrosis and hypertrophy in vivo. Administration of miR-424/322 inhibitors aggravated AngII-induced overexpression of NFATc3, furin, natriuretic peptides and collagen 1A1 in H9c2 cells and HCFs. miR-424/322 mimics reversed the AngII-induced fibrosis, hypertrophy, and proliferation by targeting NFATc3 and furin in vitro. miR-424/322 could be transactivated by NFATc3. Exogenous miR-322 ameliorated AngII-induced hypertrophy and cardiac fibrosis in vivo.

Conclusions: The NFATc3/miR-424/322/furin axis is crucial for developing cardiac remodeling, and exogenous miR-322 mimics could have therapeutic potential in cardiac remodeling.

背景:心脏重塑与多种生理和病理状况有关,包括瘢痕形成、心力衰竭和心律失常。细胞质激活 T 细胞核因子(NFATc)是调节心脏重塑的重要转录因子。微RNA(miR)-424/322通过调节缺氧和炎症途径,在心血管和呼吸系统中发挥病理生理作用。目前正在研究 miR-424/322 在调节心脏重塑中的作用。我们确定了几个与心脏肥大和纤维化相关的分子为 miR-424/322 的假定靶点。我们认为,miR-424/322 可通过调节心脏纤维化和肥厚的几个关键分子在心脏重塑中发挥关键作用。用血管紧张素 II(AngII)诱导的小鼠心脏重塑模型来评估 miR-322 在体内对心脏肥大和纤维化的作用。免疫印迹、免疫荧光、实时聚合酶链反应、细胞增殖、天狼星红和双荧光素酶报告实验被用来破译分子机制:结果:我们发现 miR-322 基因敲除小鼠易受 AngII 诱导的体内心脏纤维化和肥厚的影响。在体外,miR-424/322 模拟物通过靶向 NFATc3 和 furin 逆转了 AngII 诱导的纤维化、肥厚和增殖。外源性 miR-322 可改善 AngII 诱导的体内肥厚和心脏纤维化:结论:NFATc3/miR-424/322/呋喃轴对心脏重塑的发展至关重要,外源性miR-322模拟物对心脏重塑具有治疗潜力。
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引用次数: 0
Increased risk of migraine among patients with hidradenitis suppurativa: A US multi-center cohort study. 化脓性扁桃体炎患者偏头痛风险增加:一项美国多中心队列研究。
IF 4.1 3区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-18 DOI: 10.1016/j.bj.2024.100816
Shuo-Yan Gau, Shao-Wei Lo, Tsu-Man Chiu, Chen-Pi Li, Ru-Yin Tsai, Hui-Chin Chang, Ching-Chi Chi

Background: Hidradenitis suppurativa (HS) and migraine share common inflammatory pathways and neuropsychological implications. Both conditions involve proinflammatory cytokines like tumor necrosis factor and are associated with psychological comorbidities. Despite these similarities, the association between HS and migraine remained unclear. This study aimed to evaluate the relation between HS and incident migraine.

Materials and methods: We conducted a multicenter cohort study using the TriNetX Research Network. Patients diagnosed with HS between January 1, 2005 and December 31, 2022 were identified with a control group of non-HS subjects established by propensity score matching at a 1:1 ratio. Our outcome was the hazard ratio (HR) of incident migraine in relation to HS. We also examined the HR for various subtypes of migraine. We conducted stratified analyses based on age, gender, insomnia, depression, and anxiety subgroups. Sensitivity analyses were performed to strengthen the robustness of our analysis.

Results: The HS group exhibited an increased risk of incident migraine compared to controls (HR 1.35, 95% confidence interval (CI) 1.28-1.42). Also, HS patients had increased risk of migraine with aura and migraine without aura than controls, with HR being 1.36 (95% CI 1.21-1.52), 1.36 (95% CI 1.20-1.45), respectively. Female HS patients demonstrated an increased risk of incident migraine compared to their controls (HR 1.38, 95% CI 1.30-1.45). Elevated risk of incident migraine was observed in both younger and older HS patients when compared to their respective controls. The increased risk of incident migraine among HS patients remained consistent across various sensitivity analyses.

Conclusions: HS patients present with an increased risk of incident migraine. Physicians should be aware of this association and provide timely referral and interventions when appropriate.

背景:化脓性扁桃体炎(HS)和偏头痛具有共同的炎症途径和神经心理学影响。这两种疾病都涉及肿瘤坏死因子等促炎细胞因子,并与心理并发症有关。尽管存在这些相似之处,但 HS 与偏头痛之间的关系仍不明确。本研究旨在评估 HS 与偏头痛之间的关系:我们利用 TriNetX 研究网络开展了一项多中心队列研究。2005年1月1日至2022年12月31日期间确诊为HS的患者与非HS受试者对照组按1:1的比例进行倾向评分匹配。我们的研究结果是与HS相关的偏头痛发病危险比(HR)。我们还研究了各种偏头痛亚型的危险比。我们根据年龄、性别、失眠、抑郁和焦虑亚组进行了分层分析。我们还进行了敏感性分析,以加强分析的稳健性:与对照组相比,HS 组发生偏头痛的风险增加(HR 1.35,95% 置信区间 (CI) 1.28-1.42)。此外,与对照组相比,HS 患者发生有先兆偏头痛和无先兆偏头痛的风险也有所增加,HR 分别为 1.36(95% CI 1.21-1.52)和 1.36(95% CI 1.20-1.45)。与对照组相比,女性 HS 患者发生偏头痛的风险更高(HR 1.38,95% CI 1.30-1.45)。与各自的对照组相比,年轻和年长的HS患者发生偏头痛的风险都有所升高。在各种敏感性分析中,HS 患者发生偏头痛的风险增加的情况保持一致:结论:HS 患者发生偏头痛的风险增加。结论:HS 患者发生偏头痛的风险增加,医生应了解这种关联,并在适当的时候及时转诊和干预。
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引用次数: 0
A comprehensive overview of gastric cancer management from a surgical point of view. 从外科角度全面概述胃癌的治疗。
IF 4.1 3区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-18 DOI: 10.1016/j.bj.2024.100817
Jun-Te Hsu, Yu-Ning Lin, Yi-Fu Chen, Hao-Wei Kou, Shan-Yu Wang, Wen-Chi Chou, Ting-Rong Wu, Ta-Sen Yeh

Despite advancements in medical care, surgical technologies, and the development of novel treatments over the past decade, the prognosis for patients with gastric cancer (GC) has only modestly improved. This is primarily due to the fact that the majority of patients are diagnosed at advanced stages or present with metastatic disease. Radical resection remains the cornerstone of potentially curative treatment, yet the overall 5-year survival rate remains below 35%. The management of GC varies globally, influenced by factors such as geographical disparities, patient comorbidities and performance status, surgical approaches, and available medical resources. Multidisciplinary collaboration and a multimodal treatment approach are essential for optimizing patient outcomes. Surgeons must stay updated on emerging surgical concepts and make informed decisions regarding patient selection, timing of intervention, and the adoption of appropriate surgical techniques to improve both quality of life and prognosis. This review aims to provide a surgical perspective on the management of GC across all stages, highlighting the importance of a comprehensive treatment approach. Endoscopic resection may be a viable option for early GC in patients with minimal risk of lymph node metastasis, particularly in elderly patients with high surgical risk or severe comorbidities. For advanced GC, neoadjuvant therapy followed by surgery could be a promising strategy to improve patient outcomes. Conversion surgery offers a potential survival benefit for patients who respond to treatment with tumor downstaging. The treatment of peritoneal carcinomatosis remains challenging; however, hyperthermic intraperitoneal chemotherapy combined with complete cytoreductive surgery or pressurized intraperitoneal aerosolized chemotherapy may prolong survival or improve quality of life in highly selected patients.

尽管在过去十年中,医疗护理、外科技术和新型治疗方法的开发都取得了进步,但胃癌(GC)患者的预后只是略有改善。这主要是由于大多数患者被诊断为晚期或出现转移性疾病。根治性切除术仍是潜在治愈性治疗的基石,但总体 5 年生存率仍低于 35%。受地域差异、患者合并症和表现状况、手术方法以及可用医疗资源等因素的影响,全球对 GC 的管理各不相同。多学科协作和多模式治疗方法对于优化患者预后至关重要。外科医生必须随时了解新出现的手术理念,并就患者选择、干预时机和采用适当的手术技术做出明智的决定,以改善患者的生活质量和预后。本综述旨在从外科角度探讨各期 GC 的治疗,强调综合治疗方法的重要性。对于淋巴结转移风险极低的早期 GC 患者,尤其是手术风险高或合并症严重的老年患者,内镜下切除术可能是一种可行的选择。对于晚期 GC 患者,先进行新辅助治疗,然后再进行手术可能是改善患者预后的有效策略。转换手术可为对肿瘤降期治疗有反应的患者带来潜在的生存益处。腹膜癌的治疗仍具有挑战性;然而,腹腔内热化疗与完全细胞清除手术或加压腹腔内气溶胶化疗相结合,可延长高选择患者的生存期或改善其生活质量。
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引用次数: 0
Hepatocellular carcinoma systemic treatment 2024 update: from early to advanced stage. 肝细胞癌系统治疗 2024 年更新:从早期到晚期。
IF 4.1 3区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-17 DOI: 10.1016/j.bj.2024.100815
Wei Teng, Tai-Chi Wu, Shi-Ming Lin

Hepatocellular carcinoma (HCC) ranks the sixth most common malignancy but the third leading cause of cancer-related mortality in the world. Significant breakthroughs have been made in systemic treatment for HCC over the past two decades, which have improved treatment outcomes. In addition to multiple tyrosine kinase inhibitors (mTKIs), immune checkpoint inhibitors (ICIs) and antiangiogenic drugs are increasingly being applied. The combination of ICI and antiangiogenic or dual ICIs has become the new standard of care due to remarkable response rates. However, currently available systemic regimens are primarily reserved for certain patients in the intermediate and advanced stages who will not benefit from locoregional treatments. Evidence supporting the use of systemic treatment as neoadjuvant or adjuvant therapies in patients with early-stage HCC, especially the high risk of recurrence after curative treatments, remains limited. This review identified recent developments in systemic therapy, including mTKIs and ICIs, considering results on first- and second-line treatment, role of neoadjuvant and adjuvant settings, and combination with loco-regional therapy. Various ongoing clinical trials regarding the role of systemic therapies and potential novel targets in patients with early-, intermediate-, and advanced-stage HCC were also summarized and revealed that systemic therapy is no longer limited to advanced-stage HCC. Moreover, the introduction of T-cell redirecting strategies, including bispecific antibodies and chimeric antigen receptor T cells, has revolutionized the treatment landscape for HCC. Future research should focus on an in-depth exploration of the mechanisms governing the establishment of tumor barriers.

肝细胞癌(HCC)在最常见的恶性肿瘤中排名第六,但却是全球癌症相关死亡的第三大原因。过去二十年来,HCC 的系统治疗取得了重大突破,改善了治疗效果。除了多种酪氨酸激酶抑制剂(mTKIs)外,免疫检查点抑制剂(ICIs)和抗血管生成药物的应用也越来越广泛。ICI 和抗血管生成药物或双 ICIs 的联合应用因其显著的反应率而成为新的治疗标准。然而,目前可用的全身治疗方案主要用于某些无法从局部治疗中获益的中晚期患者。对于早期 HCC 患者,尤其是治愈性治疗后复发风险较高的患者,支持将全身治疗作为新辅助或辅助疗法的证据仍然有限。本综述梳理了包括 mTKIs 和 ICIs 在内的全身治疗的最新进展,考虑了一线和二线治疗的结果、新辅助和辅助治疗的作用以及与局部区域治疗的结合。会议还总结了正在进行的各种临床试验,这些试验涉及全身疗法在早期、中期和晚期 HCC 患者中的作用以及潜在的新靶点,结果表明全身疗法不再局限于晚期 HCC。此外,包括双特异性抗体和嵌合抗原受体T细胞在内的T细胞重定向策略的引入彻底改变了HCC的治疗格局。未来的研究应侧重于深入探索肿瘤屏障的建立机制。
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引用次数: 0
Mitochondrial Bioenergetics Deficiency in cisd-1 Mutants is Linked to AMPK-Mediated Lipid Metabolism. cisd-1突变体线粒体生物能不足与AMPK介导的脂质代谢有关。
IF 4.1 3区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-07 DOI: 10.1016/j.bj.2024.100806
Kuei-Ching Hsiung, Hsiang-Yu Tang, Mei-Ling Cheng, Li-Man Hung, Bertrand Chin-Ming Tan, Szecheng J Lo

Background: CISD-1 is a mitochondrial iron-sulfate [2Fe-2S] protein known to be associated with various human diseases, including cancer and diabetes. Previously, we demonstrated that CISD-1 deficiency in worms lowers glucose and ATP levels. In this study, we further explored how worms compensate for lower ATP levels by analyzing changes in cytoplasmic and mitochondrial iron content, AMPK activities, and total lipid profiles.

Materials and methods: Expression levels of CISD-1 and CISD-1::GFP fusion proteins in wild-type worms (N2), cisd-1-deletion mutants (tm4993 and syb923) and GFP insertion transgenic worms (PHX953 and SJL40) were examined by western blot. Fluorescence microscopy analyzed CISD-1::GFP pattern in PHX953 embryos and adults, and lipid droplet sizes in N2, cisd-1, aak-2 and aak-2;cisd-1 worms. Total and mitochondrial iron content, electron transport complex profiles, and AMPK activity were investigated in tm4993 and syb923 mutants. mRNA levels of mitochondrial β-oxidation genes, acs-2, cpt-5, and ech-1, were quantified by RT-qPCR in various genetic worm strains. Lipidomic analyses were performed in N2 and cisd-1(tm4993) worms.

Results: Defects in cisd-1 lead to an imbalance in iron transport and cause proton leak, resulting in lower ATP production by interrupting the mitochondrial electron transport chain. We identified a signaling pathway that links ATP deficiency-induced AMPK (AMP activated protein kinase) activation to the expression of genes that facilitate lipolysis via β-oxidation.

Conclusion: Our data provide a functional coordination between CISD-1 and AMPK constitutes a mitochondrial bioenergetics quality control mechanism that provides compensatory energy resources.

背景:CISD-1是一种线粒体硫酸铁[2Fe-2S]蛋白,已知与包括癌症和糖尿病在内的多种人类疾病有关。此前,我们曾证实蠕虫缺乏 CISD-1 会降低葡萄糖和 ATP 水平。在本研究中,我们通过分析细胞质和线粒体铁含量、AMPK 活性和总脂质的变化,进一步探讨了蠕虫如何补偿较低的 ATP 水平:通过Western印迹检测CISD-1和CISD-1::GFP融合蛋白在野生型蠕虫(N2)、cisd-1缺失突变体(tm4993和syb923)和GFP插入转基因蠕虫(PHX953和SJL40)中的表达水平。荧光显微镜分析了 PHX953 胚胎和成虫的 CISD-1::GFP 模式,以及 N2、cisd-1、aak-2 和 aak-2;cisd-1 蠕虫的脂滴大小。通过 RT-qPCR 对不同基因虫株中线粒体 β 氧化基因 acs-2、cpt-5 和 ech-1 的 mRNA 水平进行了量化。在 N2 和 cisd-1(tm4993) 蠕虫中进行了脂质体分析:结果:cisd-1的缺陷导致铁转运失衡并引起质子泄漏,从而通过中断线粒体电子传递链降低了ATP的产生。我们发现了一条信号通路,它将 ATP 缺乏诱导的 AMPK(AMP 激活蛋白激酶)激活与通过 β 氧化促进脂肪分解的基因表达联系起来:我们的数据提供了 CISD-1 和 AMPK 之间的功能协调,构成了线粒体生物能质量控制机制,可提供补偿性能量资源。
{"title":"Mitochondrial Bioenergetics Deficiency in cisd-1 Mutants is Linked to AMPK-Mediated Lipid Metabolism.","authors":"Kuei-Ching Hsiung, Hsiang-Yu Tang, Mei-Ling Cheng, Li-Man Hung, Bertrand Chin-Ming Tan, Szecheng J Lo","doi":"10.1016/j.bj.2024.100806","DOIUrl":"https://doi.org/10.1016/j.bj.2024.100806","url":null,"abstract":"<p><strong>Background: </strong>CISD-1 is a mitochondrial iron-sulfate [2Fe-2S] protein known to be associated with various human diseases, including cancer and diabetes. Previously, we demonstrated that CISD-1 deficiency in worms lowers glucose and ATP levels. In this study, we further explored how worms compensate for lower ATP levels by analyzing changes in cytoplasmic and mitochondrial iron content, AMPK activities, and total lipid profiles.</p><p><strong>Materials and methods: </strong>Expression levels of CISD-1 and CISD-1::GFP fusion proteins in wild-type worms (N2), cisd-1-deletion mutants (tm4993 and syb923) and GFP insertion transgenic worms (PHX953 and SJL40) were examined by western blot. Fluorescence microscopy analyzed CISD-1::GFP pattern in PHX953 embryos and adults, and lipid droplet sizes in N2, cisd-1, aak-2 and aak-2;cisd-1 worms. Total and mitochondrial iron content, electron transport complex profiles, and AMPK activity were investigated in tm4993 and syb923 mutants. mRNA levels of mitochondrial β-oxidation genes, acs-2, cpt-5, and ech-1, were quantified by RT-qPCR in various genetic worm strains. Lipidomic analyses were performed in N2 and cisd-1(tm4993) worms.</p><p><strong>Results: </strong>Defects in cisd-1 lead to an imbalance in iron transport and cause proton leak, resulting in lower ATP production by interrupting the mitochondrial electron transport chain. We identified a signaling pathway that links ATP deficiency-induced AMPK (AMP activated protein kinase) activation to the expression of genes that facilitate lipolysis via β-oxidation.</p><p><strong>Conclusion: </strong>Our data provide a functional coordination between CISD-1 and AMPK constitutes a mitochondrial bioenergetics quality control mechanism that provides compensatory energy resources.</p>","PeriodicalId":8934,"journal":{"name":"Biomedical Journal","volume":" ","pages":"100806"},"PeriodicalIF":4.1,"publicationDate":"2024-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142614091","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Role of purinoreceptors in the release of extracellular vesicles and consequences on immune response and cancer progression. 嘌呤受体在细胞外囊泡释放中的作用及其对免疫反应和癌症进展的影响。
IF 4.1 3区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-05 DOI: 10.1016/j.bj.2024.100805
Thomat Duret, Mohammed Elmallah, Jérôme Rollin, Philippe Gatault, Lin-Hua Jiang, Sébastien Roger

Cell-to-cell communication is a major process for accommodating cell functioning to changes in the environments and to preserve tissue and organism homeostasis. It is achieved by different mechanisms characterized by the origin of the message, the molecular nature of the messenger, its speed of action and its reach. Purinergic signalling is a powerful mechanism initiated by extracellular nucleotides, such as ATP, acting on plasma membrane purinoreceptors. Purinergic signalling is tightly controlled in time and space by the action of ectonucleotidases. Recent studies have highlighted the critical role of purinergic signalling in controlling the generation, release and fate of extracellular vesicles and, in this way, mediating long-distance responses. Most of these discoveries have been made in immune and cancer cells. This review is aimed at establishing the current knowledge on the way which purinoreceptors control extracellular vesicle-mediated communications and consequences for recipient cells.

细胞间通信是细胞功能适应环境变化、保持组织和机体平衡的主要过程。它是通过不同的机制实现的,这些机制的特点是信息的来源、信使的分子性质、作用速度和影响范围。嘌呤能信号是一种由细胞外核苷酸(如 ATP)作用于质膜嘌呤感受器而启动的强大机制。嘌呤能信号在时间和空间上都受到外切核苷酸酶的严格控制。最近的研究突显了嘌呤能信号在控制细胞外囊泡的生成、释放和归宿方面的关键作用,并以这种方式介导远距离反应。这些发现大多是在免疫细胞和癌细胞中发现的。本综述旨在介绍嘌呤受体如何控制细胞外囊泡介导的通讯及其对受体细胞的影响。
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引用次数: 0
The Role of Excess Charge Mitigation in Electromagnetic Hygiene: An Integrative review. 缓解过量电荷在电磁卫生中的作用:综合评述。
IF 4.1 3区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-03 DOI: 10.1016/j.bj.2024.100801
Isaac A Jamieson, J Nigel B Bell, Paul Holdstock

The electromagnetic characteristics of many environments have changed significantly in recent decades. This is in large part due to the increased presence of equipment that emits electromagnetic radiation and materials that may often readily gain excess charge. The presence of excess charge can often increase risk of infection from pathogens, and likelihood of individuals experiencing compromised performance, respiratory problems and other adverse health issues from increased uptake of particulate matter. It is proposed that adopting improved electromagnetic hygiene measures, including optimized humidity levels, to reduce the presence of inappropriate levels of electric charge can help reduce the likelihood of ill health, infection and poor performance arising from contaminant inhalation and deposition, plus reduce the likelihood of medical devices and other electronic devices getting damaged and/or having their data compromised. It is suggested that such measures should be more widely adopted within clinical practice guidelines and water, sanitation and hygiene programs.

近几十年来,许多环境的电磁特性都发生了显著变化。这在很大程度上是由于发射电磁辐射的设备和材料越来越多,而这些设备和材料往往很容易获得过量电荷。过量电荷的存在往往会增加病原体感染的风险,以及个人因吸收更多微粒物质而出现性能受损、呼吸系统问题和其他不良健康问题的可能性。建议采取改进的电磁卫生措施,包括优化湿度水平,以减少不适当电荷水平的存在,这有助于降低因污染物吸入和沉积而导致健康不良、感染和性能低下的可能性,并降低医疗设备和其他电子设备受损和/或数据受损的可能性。建议在临床实践指南以及水、环境卫生和个人卫生计划中更广泛地采用此类措施。
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引用次数: 0
Divine life force: The fragile power of blood 神圣的生命力:血液的脆弱力量。
IF 4.1 3区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-30 DOI: 10.1016/j.bj.2024.100804
Aila Akosua Kattner
Issue 47–6 of the Biomedical Journal explores the delicate boundaries of human blood. It examines the relationship between anemia and the gut microbiome, as well as the modified activation patterns in compensatory blood oxygenation observed in COVID-19, and lastly a series of experiments investigates the effects of SARS-CoV-2 variant spike proteins on the biology and morphology of red blood cells. Additionally, a fungus endemic to Taiwan shows potential as a treatment for pulmonary fibrosis, while relevant co-infections in schistosomiasis appear to be benefitting from altered receptor signaling in macrophages. A genomic study identifies an important locus in Taiwanese patients with Tourette syndrome, and a retrospective evaluation is conducted on the incidental detection of common bile duct dilatation in pediatric patients.
第 46-7 期《生物医学杂志》探讨了人体血液的微妙界限。它研究了贫血与肠道微生物群之间的关系,以及在 COVID-19 中观察到的代偿性血液氧合的激活模式改变,最后,一系列实验研究了 SARS-CoV-2 变异尖峰蛋白对红细胞生物学和形态学的影响。此外,台湾特有的一种真菌显示出治疗肺纤维化的潜力,而血吸虫病的相关合并感染似乎受益于巨噬细胞中受体信号的改变。一项基因组研究确定了台湾抽动秽语综合征患者的一个重要基因位点,并对偶然发现的儿童总胆管扩张进行了回顾性评估。
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引用次数: 0
Deep Learning Significantly Boosts CRT Response Prediction Using Synthetic Longitudinal Strain Data: Training on Synthetic Data and Testing on Real Patients. 深度学习利用合成纵向应变数据显著提高 CRT 响应预测能力:在合成数据上进行训练,在真实患者身上进行测试。
IF 4.1 3区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-28 DOI: 10.1016/j.bj.2024.100803
Ying-Feng Chang, Kun-Chi Yen, Chun-Li Wang, Sin-You Chen, Jenhui Chen, Pao-Hsien Chu, Chao-Sung Lai

Background: Recently, as a relatively novel technology, artificial intelligence (especially in the deep learning fields) has received more and more attention from researchers and has successfully been applied to many biomedical domains. Nonetheless, just a few research works use deep learning skills to predict the cardiac resynchronization therapy (CRT)-response of heart failure patients.

Objective: We try to use the deep learning-based technique to construct a model which is used to predict the CRT response of patients with high prediction accuracy, precision, and sensitivity.

Methods: Using two-dimensional echocardiographic strain traces from 131 patients, we pre-processed the data and synthesized 2,000 model inputs through the synthetic minority oversampling technique (SMOTE). These inputs trained and optimized deep neural networks (DNN) and one-dimensional convolution neural networks (1D-CNN). Visualization of prediction results was performed using t-distributed stochastic neighbor embedding (t-SNE), and model performance was evaluated using accuracy, precision, sensitivity, F1 score, and specificity. Variable importance was assessed using Shapley additive explanations (SHAP) analysis.

Results: Both the optimal DNN and 1D-CNN models demonstrated exceptional predictive performance, with prediction accuracy, precision, and sensitivity all around 90%. Furthermore, the area under the receiver operating characteristic curve (AUROC) of the optimal 1D-CNN and DNN models achieved 0.8734 and 0.9217, respectively. Crucially, the most significant input variables for both models align well with clinical experience, further corroborating their robustness and applicability in real-world settings.

Conclusions: We believe that both the DL models could be an auxiliary to help in treatment response prediction for doctors because of the excellent prediction performance and the convenience of obtaining input data to predict the CRT response of patients clinically.

背景:最近,人工智能(尤其是深度学习领域)作为一种相对新颖的技术,受到了越来越多研究人员的关注,并已成功应用于许多生物医学领域。然而,利用深度学习技能预测心衰患者心脏再同步化治疗(CRT)反应的研究成果却寥寥无几:我们尝试使用基于深度学习的技术来构建一个模型,用于预测患者的 CRT 反应,该模型具有较高的预测准确度、精确度和灵敏度:利用 131 名患者的二维超声心动图应变描记,我们对数据进行了预处理,并通过合成少数过采样技术(SMOTE)合成了 2000 个模型输入。这些输入对深度神经网络(DNN)和一维卷积神经网络(1D-CNN)进行了训练和优化。使用 t 分布随机邻域嵌入(t-SNE)对预测结果进行可视化,并使用准确度、精确度、灵敏度、F1 分数和特异性对模型性能进行评估。采用夏普利加法解释(SHAP)分析评估变量的重要性:结果:最佳 DNN 和 1D-CNN 模型都表现出了卓越的预测性能,预测准确率、精确度和灵敏度都在 90% 左右。此外,最优 1D-CNN 和 DNN 模型的接收者工作特征曲线下面积(AUROC)分别达到了 0.8734 和 0.9217。最重要的是,这两个模型最重要的输入变量与临床经验非常吻合,进一步证实了它们在实际环境中的稳健性和适用性:我们认为,这两种 DL 模型都可以作为辅助工具,帮助医生预测治疗反应,因为这两种模型都具有出色的预测性能,而且在临床上预测患者的 CRT 反应时,可以方便地获取输入数据。
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引用次数: 0
Advancements, Challenges, and Future Prospects in Clinical Hyperpolarized Magnetic Resonance Imaging: A Comprehensive Review. 临床超极化磁共振成像的进展、挑战和未来前景:全面回顾。
IF 4.1 3区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-21 DOI: 10.1016/j.bj.2024.100802
Ching-Yi Hsieh, Ying-Chieh Lai, Kuan-Ying Lu, Gigin Lin

Hyperpolarized (HP) magnetic resonance imaging (MRI) is a groundbreaking imaging platform advancing from research to clinical practice, offering new possibilities for real-time, non-invasive metabolic imaging. This review explores the latest advancements, challenges, and future directions of HP MRI, emphasizing its transformative impact on both translational research and clinical applications. By employing techniques such as dissolution Dynamic Nuclear Polarization (dDNP), Parahydrogen-Induced Polarization (PHIP), Signal Amplification by Reversible Exchange (SABRE), and Spin-Exchange Optical Pumping (SEOP), HP MRI achieves enhanced nuclear spin polarization, enabling in vivo visualization of metabolic pathways with exceptional sensitivity. Current challenges, such as limited imaging windows, complex pre-scan protocols, and data processing difficulties, are addressed through innovative solutions like advanced pulse sequences, bolus tracking, and kinetic modeling. We highlight the evolution of HP MRI technology, focusing on its potential to revolutionize disease diagnosis and monitoring by revealing metabolic processes beyond the reach of conventional MRI and positron emission tomography (PET). Key advancements include the development of novel tracers like [2-13C]pyruvate and [1-13C]-alpha-ketoglutarate and improved data analysis techniques, broadening the scope of clinical metabolic imaging. Future prospects emphasize integrating artificial intelligence, standardizing imaging protocols, and developing new hyperpolarized agents to enhance reproducibility and expand clinical capabilities particularly in oncology, cardiology, and neurology. Ultimately, we envisioned HP MRI as a standardized modality for dynamic metabolic imaging in clinical practice.

超极化(HP)磁共振成像(MRI)是一个突破性的成像平台,正从研究走向临床实践,为实时、无创的代谢成像提供了新的可能性。这篇综述探讨了高压磁共振成像的最新进展、挑战和未来方向,强调了它对转化研究和临床应用的变革性影响。通过采用溶解动态核极化 (dDNP)、对氢诱导极化 (PHIP)、可逆交换信号放大 (SABRE) 和自旋交换光学泵浦 (SEOP) 等技术,HP MRI 实现了增强的核自旋极化,从而能以超高的灵敏度实现代谢途径的体内可视化。通过先进的脉冲序列、栓剂跟踪和动力学建模等创新解决方案,目前所面临的挑战,如有限的成像窗口、复杂的预扫描方案和数据处理困难等,都得到了解决。我们着重介绍了 HP MRI 技术的发展,重点是通过揭示传统 MRI 和正电子发射断层扫描 (PET) 无法实现的代谢过程,该技术有望彻底改变疾病诊断和监测。主要进展包括开发了新型示踪剂,如[2-13C]丙酮酸和[1-13C]-α-酮戊二酸,并改进了数据分析技术,扩大了临床代谢成像的范围。未来的前景强调整合人工智能、标准化成像方案以及开发新的超极化制剂,以提高可重复性并扩展临床能力,尤其是在肿瘤学、心脏病学和神经学领域。最终,我们希望 HP MRI 成为临床实践中动态代谢成像的标准化模式。
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