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Dissecting the Implications of Calumenin in Malignancy and Heterogeneity of the Microenvironment of Clear Cell Renal Cell Carcinoma Using Multi-Omics Data. 利用多指标数据剖析Calumenin对透明细胞肾细胞癌恶性程度和微环境异质性的影响
IF 3.7 Q2 GENETICS & HEREDITY Pub Date : 2024-08-05 eCollection Date: 2024-08-01 DOI: 10.1007/s43657-024-00169-7
Xin-Qiang Wu, Zhi Shang, Cui Xiong, Wen-Hao Xu, Bo Dai, Yu-Ling Chen, Yu-Yang Feng, Yue Wang, Jia-Qi Su, Jian-Yuan Zhao, Hai-Liang Zhang, Yan Shi, Yuan-Yuan Qu, Ding-Wei Ye

Increasing evidence indicates that Calumenin (CALU), which is localized in the endoplasmic reticulum, is significantly associated with tumor progression. However, the effect of CALU on patients with clear cell renal cell carcinoma (ccRCC) is unknown. By integrating multi-omics data and molecular biology experiments, we found that CALU expression was significantly increased in tumors compared with normal tissues, and the pathological grade and prognosis of patients were correlated with CALU expression. Next, knockdown or ectopic expression of CALU could affect the proliferative and invasive abilities of ccRCC cells. Moreover, immune landscape characterization revealed that CALU expression was positively associated with neutrophils and macrophages, whereas it was negatively associated with natural killer T cells and CD8+ T cells. Single-cell sequencing showed that the localization and binding targets of CALU mainly involved monocytes/macrophages and CD4+ and CD8+ T-cells. Sensitivity analysis of common chemotherapeutic drugs showed that high expression of CALU could sensitize chemotherapeutic drugs such as 5Z-7-Oxozeaenol, AMG-706 and Cytarabine, but could lead to drug resistance to chemotherapeutic drugs such as Embelin, Salubrinal and Tipifarnib. We demonstrated a significant correlation between high CALU expression and poor patient survival. Further, we demonstrated a correlation between CALU expression, tumor microenvironment, and the sensitivity of patients to common chemo- and immuno-therapy drugs. Thus, our results indicate that CALU could be a biomarker and designing personalized treatment approaches for ccRCC patients.

Supplementary information: The online version contains supplementary material available at 10.1007/s43657-024-00169-7.

越来越多的证据表明,定位于内质网的Calumenin(CALU)与肿瘤的进展密切相关。然而,CALU对透明细胞肾细胞癌(ccRCC)患者的影响尚不清楚。通过整合多组学数据和分子生物学实验,我们发现与正常组织相比,CALU在肿瘤中的表达明显增加,而且患者的病理分级和预后与CALU的表达相关。其次,CALU的敲除或异位表达可影响ccRCC细胞的增殖和侵袭能力。此外,免疫图谱分析表明,CALU的表达与中性粒细胞和巨噬细胞呈正相关,而与自然杀伤T细胞和CD8+T细胞呈负相关。单细胞测序显示,CALU的定位和结合靶点主要涉及单核细胞/巨噬细胞以及CD4+和CD8+ T细胞。对常见化疗药物的敏感性分析表明,CALU的高表达可使5Z-7-Oxozeaenol、AMG-706和胞磷胆碱等化疗药物敏感,但可导致恩贝林、沙鲁布林和替法尼等化疗药物耐药。我们证实了 CALU 高表达与患者生存率低之间存在明显的相关性。此外,我们还证明了 CALU 表达、肿瘤微环境和患者对常见化疗和免疫治疗药物的敏感性之间的相关性。因此,我们的研究结果表明,CALU可以作为一种生物标志物,为ccRCC患者设计个性化的治疗方法:在线版本包含补充材料,可在10.1007/s43657-024-00169-7上查阅。
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引用次数: 0
Associations of Plasma Lipidomic Profiles with Uric Acid and Hyperuricemia Risk in Middle-Aged and Elderly Chinese. 中国中老年人血浆脂质体特征与尿酸和高尿酸血症风险的关系
IF 3.7 Q2 GENETICS & HEREDITY Pub Date : 2024-07-30 eCollection Date: 2024-08-01 DOI: 10.1007/s43657-024-00157-x
Wanhui Kang, Xinming Xu, Xiaowei Yang, Qingqing Wu, Shuning Li, Keran Gao, Rong Zeng, Liang Sun, Xu Lin

Little is known about the links of disturbed lipid metabolism with hyperuricemia (HUA). We aimed to investigate the associations of lipidomic profiles with uric acid (UA)/HUA and their modifying factors in middle-aged and elderly Chinese. A total of 350 lipids were quantified in 2247 community-based Chinese aged 50-70 years by high-coverage targeted lipidomics. HUA was defined by plasma UA > 420 μmol/L in men or > 360 μmol/L in women. The prevalence of HUA in this population was 10.4%. After multivariable adjustment including BMI and lifestyle, 123 lipids were significantly associated with UA, predominantly glycerolipids (GLs) and glycerophospholipids (GPs). Specifically, diacylglycerol [DAG (16:0/22:5), DAG (16:0/22:6), DAG (18:1/20:5), DAG (18:1/22:6)], phosphatidylcholine [PC (16:0/20:5)), and triacylglycerol (TAG (53:0)] were the most significant lipid signatures positively associated with HUA risk, while lysophosphatidylcholine (LPC (20:2)) was inversely associated with HUA risk (p < 0.05). Network analysis also showed a positive association between TAGs/PCs/DAGs contained module and HUA risk (p < 0.01). Notably, HUA-related lipids were associated with de novo lipogenesis fatty acids, especially 16:1n-7 (Spearman correlation coefficients = 0.32-0.41, p < 0.001). Reduced rank regression showed that increased aquatic products intake was correlated to elevated HUA risk and HUA-associated lipids; while high dairy consumption was correlated with low level of HUA-associated lipids (|factor loadings| ≥ 0.2). Moreover, mediation analyses suggested that the lipid-HUA associations were partially mediated by retinol-binding protein 4 (RBP4, mediation proportion 5-14%), an adipokine linked with dyslipidemia and insulin resistance. In conclusion, disturbed specific metabolisms of GLs and GPs were associated with high prevalent HUA, partially mediated by RBP4 and/or influenced by certain dietary factors.

Supplementary information: The online version contains supplementary material available at 10.1007/s43657-024-00157-x.

人们对脂质代谢紊乱与高尿酸血症(HUA)之间的关系知之甚少。我们的目的是研究中国中老年人血脂组学特征与尿酸(UA)/高尿酸血症的关系及其影响因素。我们采用高覆盖率靶向血脂组学方法,对 2247 名 50-70 岁中国社区居民的 350 种血脂进行了定量分析。男性血浆 UA > 420 μmol/L,女性血浆 UA > 360 μmol/L,即为 HUA。该人群的 HUA 患病率为 10.4%。经过包括体重指数和生活方式在内的多变量调整后,123种血脂与尿酸显著相关,主要是甘油三酯(GLs)和甘油磷脂(GPs)。具体来说,二酰甘油[DAG(16:0/22:5)、DAG(16:0/22:6)、DAG(18:1/20:5)、DAG(18:1/22:6)]、磷脂酰胆碱[PC(16:0/20:5)]和三酰甘油(TAG(53:而溶血磷脂酰胆碱(LPC (20:2))则与 HUA 风险成反比(p p p 补充信息):在线版本包含补充材料,可查阅 10.1007/s43657-024-00157-x。
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引用次数: 0
Site-Specific Quantitative N-Glycoproteomics: The Great Clinical Application Potential of GlycoQuant. 位点特异性定量 N-糖蛋白组学:GlycoQuant 的巨大临床应用潜力。
IF 3.7 Q2 GENETICS & HEREDITY Pub Date : 2024-07-29 eCollection Date: 2024-08-01 DOI: 10.1007/s43657-024-00185-7
Hao Yang, Ganglong Yang, Jicheng Lv, Lunzhi Dai
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引用次数: 0
Modulating and Imaging Macrophage Reprogramming for Cancer Immunotherapy. 调节和成像巨噬细胞重编程,促进癌症免疫疗法。
IF 3.7 Q2 GENETICS & HEREDITY Pub Date : 2024-06-22 eCollection Date: 2024-08-01 DOI: 10.1007/s43657-023-00154-6
Jialu Wang, Yafang Lu, Ren Zhang, Zhenzhen Cai, Zhan Fan, Yilun Xu, Zheng Liu, Zhihong Zhang

Cancer immunotherapy has made great progress in effectively attacking or eliminating cancer. However, the challenges posed by the low reactivity of some solid tumors still remain. Macrophages, as a key component of the tumor microenvironment (TME), play an important role in determining the progression of solid tumors due to their plasticity and heterogeneity. Targeting and reprogramming macrophages in TME to desired phenotypes offers an innovative and promising approach for cancer immunotherapy. Meanwhile, the rapid development of in vivo molecular imaging techniques provides us with powerful tools to study macrophages. In this review, we summarize the current progress in macrophage reprogramming from conceptual roadmaps to therapeutic approaches, including monoclonal antibody drugs, small molecule drugs, gene therapy, and chimeric antigen receptor-engineered macrophages (CAR-M). More importantly, we highlight the significance of molecular imaging in observing and understanding the process of macrophage reprogramming during cancer immunotherapy. Finally, we introduce the therapeutic applications of imaging and reprogramming macrophages in three solid tumors. In the future, the integration of molecular imaging into the development of novel macrophage reprogramming strategies holds great promise for precise clinical cancer immunotherapy.

癌症免疫疗法在有效攻击或消除癌症方面取得了巨大进展。然而,一些实体瘤的低反应性所带来的挑战依然存在。巨噬细胞作为肿瘤微环境(TME)的重要组成部分,由于其可塑性和异质性,在决定实体瘤的进展方面发挥着重要作用。将肿瘤微环境中的巨噬细胞靶向并重新编程为所需的表型,为癌症免疫疗法提供了一种创新且前景广阔的方法。同时,体内分子成像技术的快速发展为我们提供了研究巨噬细胞的有力工具。在这篇综述中,我们总结了目前巨噬细胞重编程从概念路线图到治疗方法的进展,包括单克隆抗体药物、小分子药物、基因治疗和嵌合抗原受体工程化巨噬细胞(CAR-M)。更重要的是,我们强调了分子成像在观察和理解癌症免疫治疗过程中巨噬细胞重编程过程中的重要意义。最后,我们介绍了巨噬细胞成像和重编程在三种实体瘤中的治疗应用。未来,将分子成像技术融入到新型巨噬细胞重编程策略的开发中,将为精确的临床癌症免疫疗法带来巨大希望。
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引用次数: 0
Synergistically Augmenting Cancer Immunotherapy by Physical Manipulation of Pyroptosis Induction. 通过物理方法诱导热蛋白沉积,协同增强癌症免疫疗法
IF 3.7 Q2 GENETICS & HEREDITY Pub Date : 2024-06-22 eCollection Date: 2024-06-01 DOI: 10.1007/s43657-023-00140-y
Chenyang Zhao, Tingting Zheng, Run Wang, Xiaona Lin, Zhengming Hu, Zhuofei Zhao, Zhifei Dai, Desheng Sun

Pyroptosis is a newly recognized type of programmed cell death mediated by the gasdermin family and caspase. It is characterized by the formation of inflammasomes and the following inflammatory responses. Recent studies have elucidated the value of pyroptosis induction in cancer treatment. The inflammatory cytokines produced during pyroptosis can trigger immune responses to suppress malignancy. Physical approaches for cancer treatment, including radiotherapy, light-based techniques (photodynamic and photothermal therapy), ultrasound-based techniques (sonodynamic therapy and focused ultrasound), and electricity-based techniques (irreversible electroporation and radiofrequency ablation), are effective in clinical application. Recent studies have reported that pyroptosis is involved in the treatment process of physical approaches. Manipulating pyroptosis using physical approaches can be utilized in combating cancer, according to recent studies. Pyroptosis-triggered immunotherapy can be combined with the original anti-tumor methods to achieve a synergistic therapy and improve the therapeutic effect. Studies have also revealed that enhancing pyroptosis may increase the sensitivity of cancer cells to some physical approaches. Herein, we present a comprehensive review of the literature focusing on the associations between pyroptosis and various physical approaches for cancer and its underlying mechanisms. We also discussed the role of pyroptosis-triggered immunotherapy in the treatment process of physical manipulation.

嗜热细胞增多症是一种新近被确认的由气体蛋白家族和 Caspase 介导的程序性细胞死亡。其特点是形成炎性体和随之而来的炎症反应。最近的研究阐明了诱导热噬在癌症治疗中的价值。热蛋白沉积过程中产生的炎性细胞因子可引发免疫反应,从而抑制恶性肿瘤。物理方法治疗癌症,包括放疗、光技术(光动力疗法和光热疗法)、超声技术(声动力疗法和聚焦超声)和电技术(不可逆电穿孔和射频消融),在临床应用中效果显著。最近有研究报告称,热渗透参与了物理方法的治疗过程。最近的研究表明,利用物理方法操纵热蛋白沉积可用于抗癌。热蛋白引发的免疫疗法可与原有的抗肿瘤方法相结合,实现协同治疗,提高治疗效果。研究还发现,增强热蛋白催化可提高癌细胞对某些物理方法的敏感性。在此,我们对相关文献进行了全面综述,重点探讨了热蛋白沉积与各种物理方法治疗癌症之间的关联及其内在机制。我们还讨论了热蛋白诱导的免疫疗法在物理治疗过程中的作用。
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引用次数: 0
Living Conditions Alter Ketogenic Diet-induced Metabolic Consequences in Mice through Modulating Gut Microbiota. 生活条件通过调节肠道微生物群改变生酮饮食诱发的小鼠代谢后果
IF 3.7 Q2 GENETICS & HEREDITY Pub Date : 2024-06-06 eCollection Date: 2024-08-01 DOI: 10.1007/s43657-024-00161-1
Jie Yang, Xiao Li, Chen Dai, Yongduan Teng, Linshan Xie, Haili Tian, Shangyu Hong

Many laboratories have demonstrated that the ketogenic diet (KD) can lead to weight loss and reduced fasting glucose levels, while also increasing total serum cholesterol levels. However, it's worth noting that the specific outcomes induced by KD can vary across different research settings. Certain studies have indicated that environmental factors, such as housing conditions and the acidity of drinking water, can influence physiological parameters and gut microbes in mice. Thus, our current study aimed to investigate whether differences in housing conditions and pH levels of drinking water contribute to variations in KD-induced phenotypes and gut microbes. Our findings revealed that mice housed in conventional (CV) conditions experienced more significant weight loss, lower fasting blood glucose levels, and a greater elevation of blood cholesterol levels compared to those in the specific pathogen-free (SPF) condition. Additionally, similar differences were observed when comparing mice fed with non-acidified water versus acidified water. Furthermore, we analyzed cecum content samples using 16S rRNA sequencing to assess gut microbial composition and found that the tested environmental variables also had an impact on the gut microbial composition of KD-fed mice, which was correlated with their phenotypic alterations. In summary, both housing conditions and the pH of drinking water were identified as crucial environmental factors that influenced KD-induced changes in metabolic phenotypes and gut microbes. Our study emphasizes the importance of considering these factors in animal studies related to KD and gut microbes, as well as in other types of animal research.

Supplementary information: The online version contains supplementary material available at 10.1007/s43657-024-00161-1.

许多实验室已经证明,生酮饮食(KD)可以减轻体重、降低空腹血糖水平,同时还能提高血清总胆固醇水平。但值得注意的是,不同的研究环境下,生酮饮食诱导的具体结果可能会有所不同。一些研究表明,环境因素(如饲养条件和饮用水的酸度)会影响小鼠的生理参数和肠道微生物。因此,我们目前的研究旨在探讨饲养条件和饮用水酸碱度的差异是否会导致 KD 诱导的表型和肠道微生物的变化。我们的研究结果表明,与无特定病原体(SPF)条件下的小鼠相比,在常规(CV)条件下饲养的小鼠体重下降更明显,空腹血糖水平更低,血液胆固醇水平升高更高。此外,在比较喂食非酸化水和酸化水的小鼠时,也观察到了类似的差异。此外,我们还利用 16S rRNA 测序分析了盲肠内容物样本,以评估肠道微生物组成,结果发现测试的环境变量也会影响 KD 饲喂小鼠的肠道微生物组成,这与它们的表型改变相关。总之,饲养条件和饮用水的pH值被认为是影响KD诱导的代谢表型和肠道微生物变化的关键环境因素。我们的研究强调了在与KD和肠道微生物相关的动物研究以及其他类型的动物研究中考虑这些因素的重要性:在线版本包含补充材料,可查阅 10.1007/s43657-024-00161-1。
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引用次数: 0
Report on the 4th Board Meeting of the International Human Phenome Consortium. 国际人类表型组联盟第四次理事会会议报告。
IF 3.7 Q2 GENETICS & HEREDITY Pub Date : 2024-05-26 eCollection Date: 2024-06-01 DOI: 10.1007/s43657-023-00139-5
Mei Tian, Han Liu, Shiwen Peng, Zhong Yang, Weishuo Tao, Huiting Che, Xuanxuan Gao, Li Jin

Phenome has become a consensus as the next innovation source of biomedicine. As the global network dedicated to large-scale research efforts on human phenome and promoting the Human Phenome Project, the Board of International Human Phenome Consortium (IHPC) plays an essential role to guide the strategy and implementation of international human phenome project and to ensure coordination across the IHPC members. The 4th International Human Phenome Consortium Board Meeting was held virtually on December 13, 2022. During the meeting, the keynote speeches highlighted the latest advancements in phenomics. The construction and discoveries of the first human phenome Atlas had shown promising potential in limb development, disease prevention, and early diagnosis. Combining genome-phenome sequencing, analysis, and wellness coaching enhanced individual wellness. Phenomics trajectories from healthy to diseased states and recovery provided insight into the metabolic risk spaces associated with COVID-19. Board members from Ghana, Malaysia, India, and Russia presented their own plans and research progress. The IHPC Board deliberated on the "Framework Guidelines for Human Phenome-related Measurements" and "Proposal of the PhenoBank Initiative". The meeting also featured a presentation of the annual report of the IHPC Journal Phenomics. Laboratory coordination, interoperable databases, and standardized platforms were productively discussed, which would enable concerted research efforts of the Human Phenome Project.

表型组作为生物医学的下一个创新源已成为共识。作为致力于大规模人类表型组研究和推动人类表型组计划的全球网络,国际人类表型组联盟(IHPC)理事会在指导国际人类表型组计划的战略和实施,以及确保IHPC成员间的协调方面发挥着至关重要的作用。国际人类表型组联盟第四次理事会会议于2022年12月13日以虚拟方式召开。会议期间,主旨发言强调了表型组学的最新进展。第一个人类表型组图集的构建和发现在肢体发育、疾病预防和早期诊断方面显示出巨大潜力。将基因组-表型组测序、分析和健康指导结合起来,可以提高个人健康水平。从健康状态到疾病状态再到康复的表型组学轨迹,让人们深入了解了与 COVID-19 相关的代谢风险空间。来自加纳、马来西亚、印度和俄罗斯的理事会成员介绍了各自的计划和研究进展。IHPC 董事会审议了 "人类表型相关测量框架指南 "和 "PhenoBank 计划提案"。会议还介绍了国际人类表型组学委员会期刊《表型组学》的年度报告。会议对实验室协调、可互操作的数据库和标准化平台进行了富有成效的讨论,这将促进人类表型组计划的协同研究工作。
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引用次数: 0
A Noninvasive Approach to Evaluate Tumor Immune Microenvironment and Predict Outcomes in Hepatocellular Carcinoma. 评估肿瘤免疫微环境和预测肝细胞癌预后的无创方法
Q2 GENETICS & HEREDITY Pub Date : 2023-12-08 eCollection Date: 2023-12-01 DOI: 10.1007/s43657-023-00136-8
Jianmin Wu, Wanmin Liu, Xinyao Qiu, Jing Li, Kairong Song, Siyun Shen, Lei Huo, Lu Chen, Mingshuang Xu, Hongyang Wang, Ningyang Jia, Lei Chen

It is widely recognized that tumor immune microenvironment (TIME) plays a crucial role in tumor progression, metastasis, and therapeutic response. Despite several noninvasive strategies have emerged for cancer diagnosis and prognosis, there are still lack of effective radiomic-based model to evaluate TIME status, let alone predict clinical outcome and immune checkpoint inhibitor (ICIs) response for hepatocellular carcinoma (HCC). In this study, we developed a radiomic model to evaluate TIME status within the tumor and predict prognosis and immunotherapy response. A total of 301 patients who underwent magnetic resonance imaging (MRI) examinations were enrolled in our study. The intra-tumoral expression of 17 immune-related molecules were evaluated using co-detection by indexing (CODEX) technology, and we construct Immunoscore (IS) with the least absolute shrinkage and selection operator (LASSO) algorithm and Cox regression method to evaluate TIME. Of 6115 features extracted from MRI, five core features were filtered out, and the Radiomic Immunoscore (RIS) showed high accuracy in predicting TIME status in testing cohort (area under the curve = 0.753). More importantly, RIS model showed the capability of predicting therapeutic response to anti-programmed cell death 1 (PD-1) immunotherapy in an independent cohort with advanced HCC patients (area under the curve = 0.731). In comparison with previously radiomic-based models, our integrated RIS model exhibits not only higher accuracy in predicting prognosis but also the potential guiding significance to HCC immunotherapy.

Supplementary information: The online version contains supplementary material available at 10.1007/s43657-023-00136-8.

人们普遍认为,肿瘤免疫微环境(TIME)在肿瘤进展、转移和治疗反应中起着至关重要的作用。尽管在癌症诊断和预后方面出现了多种无创策略,但目前仍缺乏有效的基于放射学的模型来评估 TIME 状态,更不用说预测肝细胞癌(HCC)的临床预后和免疫检查点抑制剂(ICIs)反应了。在这项研究中,我们开发了一种放射学模型来评估肿瘤内的TIME状态,并预测预后和免疫治疗反应。共有 301 名患者接受了磁共振成像(MRI)检查。我们利用索引联合检测(CODEX)技术评估了17种免疫相关分子在肿瘤内的表达,并利用最小绝对收缩和选择算子(LASSO)算法和Cox回归方法构建了免疫分数(IS)来评估TIME。在从核磁共振成像提取的 6115 个特征中,筛选出了 5 个核心特征,而放射免疫分数(RIS)在预测测试队列中的 TIME 状态方面表现出了很高的准确性(曲线下面积 = 0.753)。更重要的是,RIS 模型在晚期 HCC 患者的独立队列中显示出预测抗程序性细胞死亡 1(PD-1)免疫疗法治疗反应的能力(曲线下面积 = 0.731)。与之前基于放射组学的模型相比,我们的集成 RIS 模型不仅在预测预后方面具有更高的准确性,而且对 HCC 免疫疗法具有潜在的指导意义:在线版本包含补充材料,可查阅 10.1007/s43657-023-00136-8。
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引用次数: 0
Artificial Intelligence Empowered Nuclear Medicine and Molecular Imaging in Cardiology: A State-of-the-Art Review. 人工智能赋能心脏病学核医学和分子成像:最新技术综述。
IF 3.7 Q2 GENETICS & HEREDITY Pub Date : 2023-12-05 eCollection Date: 2023-12-01 DOI: 10.1007/s43657-023-00137-7
Junhao Li, Guifen Yang, Longjiang Zhang

Nuclear medicine and molecular imaging plays a significant role in the detection and management of cardiovascular disease (CVD). With recent advancements in computer power and the availability of digital archives, artificial intelligence (AI) is rapidly gaining traction in the field of medical imaging, including nuclear medicine and molecular imaging. However, the complex and time-consuming workflow and interpretation involved in nuclear medicine and molecular imaging, limit their extensive utilization in clinical practice. To address this challenge, AI has emerged as a fundamental tool for enhancing the role of nuclear medicine and molecular imaging. It has shown promising applications in various crucial aspects of nuclear cardiology, such as optimizing imaging protocols, facilitating data processing, aiding in CVD diagnosis, risk classification and prognosis. In this review paper, we will introduce the key concepts of AI and provide an overview of its current progress in the field of nuclear cardiology. In addition, we will discuss future perspectives for AI in this domain.

核医学和分子成像在心血管疾病(CVD)的检测和管理中发挥着重要作用。随着近年来计算机能力的进步和数字档案的普及,人工智能(AI)在医学成像领域,包括核医学和分子成像领域的应用正迅速发展。然而,核医学和分子成像所涉及的复杂、耗时的工作流程和解读限制了它们在临床实践中的广泛应用。为了应对这一挑战,人工智能已成为加强核医学和分子成像作用的基本工具。它在核心脏病学的多个关键方面都显示出良好的应用前景,如优化成像方案、促进数据处理、辅助心血管疾病诊断、风险分类和预后。在这篇综述论文中,我们将介绍人工智能的关键概念,并概述其在核心脏病学领域的最新进展。此外,我们还将讨论人工智能在这一领域的未来前景。
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引用次数: 0
Comments on Study of "Performance of 18F-DCFPyL PET/CT in Primary Prostate Cancer Diagnosis, Gleason Grading and D'Amico Classification: A Radiomics-Based Study". 对 "18F-DCFPyL PET/CT 在原发性前列腺癌诊断、格里森分级和达米科分类中的表现:基于放射组学的研究"。
Q2 GENETICS & HEREDITY Pub Date : 2023-12-04 eCollection Date: 2023-12-01 DOI: 10.1007/s43657-023-00143-9
Michael C Kreissl
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引用次数: 0
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Phenomics (Cham, Switzerland)
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