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Investigating the Role of Growth Differentiation Factor-15 as a Biomarker of Inflammation in Patients with Atherosclerotic Vascular Disease. 研究生长分化因子-15作为动脉粥样硬化性血管疾病患者炎症的生物标志物的作用。
IF 2.3 4区 医学 Q3 PERIPHERAL VASCULAR DISEASE Pub Date : 2026-01-01 Epub Date: 2025-09-04 DOI: 10.1159/000548113
Joong Min Park, Ian Beckman, Kaye Beckman, Richard B Allan, Christopher L Delaney

Introduction: Inflammatory pathways in vascular disease are the focus of intense interest. Multiple studies have shown that interleukin-6 (IL-6) is strongly implicated in the atherosclerotic process. Accumulating evidence suggests a similar role for growth differentiation factor-15 (GDF-15).

Methods: In this study, we measured and compared circulating levels of IL-6 and GDF-15 in a cohort of 20 vascular surgical patients with atherosclerotic disease presenting for surgical revascularization (carotid endarterectomy or common femoral artery endarterectomy) and in a similar number of age-matched healthy volunteers. A cross-sectional analysis of prospectively collected data was performed, with serum GDF-15 and IL-6 levels measured and assessed using enzyme-linked immunosorbent assays (ELISAs).

Results: We observed substantial circulating levels of GDF-15 in most patients (17/20) compared to the reference range upper limit of 1,500 pg/mL, irrespective of the type of vascular disease and revascularization procedure they were undergoing. In contrast, only 1 healthy control participant had a borderline high GDF-15 of 1,572 pg/mL. Indeed, the mean serum GDF-15 level between patients (2,515 pg/mL, SD 906) and healthy controls (1,016 pg/mL, SD 219) was highly significant (p value <0.001). On the other hand, although IL-6 levels between patients (mean 3.6, SD 2.54 pg/mL) and healthy controls (mean 2.2, SD 0.67 pg/mL) were significantly different (p = 0.020), only 7 patients had values above the reference range upper limit of 3.4 pg/mL.

Conclusion: These results suggest that serum GDF-15, but not IL-6, is a strong candidate for use as a biomarker of atherosclerotic vascular disease and may allow for earlier risk factor modification to help prevent disease onset and progression. Large-scale studies aimed at determining whether a rising GDF-15 is an indication of worsening outcome in a wider spectrum of patients with vascular disease are clearly warranted.

血管疾病中的炎症途径是人们强烈关注的焦点。越来越多的证据表明GDF-15在动脉粥样硬化过程中起作用。在这项研究中,我们测量了20名接受外科血管重建术的动脉粥样硬化性疾病患者和相同数量年龄匹配的健康志愿者的循环IL-6和GDF-15水平。对前瞻性收集的数据进行横断面分析,使用酶联免疫吸附试验(ELISA)测量和评估血清GDF-15和IL-6水平。我们在大多数患者中观察到大量的GDF-15循环水平(17/20)。相比之下,只有1名健康对照参与者具有边缘性高GDF-15。事实上,患者(2515 pg/mL, SD 906)和健康对照(1016 pg/mL, SD 219)之间的平均血清GDF-15水平非常显著(p值)
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引用次数: 0
Vasomotion in Human Fingers. 人类手指的血管舒缩。
IF 2.3 4区 医学 Q3 PERIPHERAL VASCULAR DISEASE Pub Date : 2026-01-01 Epub Date: 2025-08-26 DOI: 10.1159/000548155
Pekka Talke, Jonathan S Maltz, Marcus Talke, Mika Scheinin, Mohamed Kheir Diab

Introduction: We describe methods by which vasomotion can be recorded in awake and anesthetized human subjects without significant interference from other spontaneous vascular oscillations.

Methods: In three separate studies, we used photoplethysmography (PPG) to record vasomotion in fingertips. In Study 1, we induced chemical sympathectomy in the studied hand of 11 awake subjects who received intravenous dexmedetomidine infusions. In Study 2, we administered four progressively increasing intravenous dexmedetomidine infusions to 16 awake volunteers. In Study 3, we recorded vasomotion simultaneously from 6 fingers of 7 patients who were under dexmedetomidine-based anesthesia. Five-minute epochs of PPG recordings that displayed slow vascular oscillations were analyzed for frequency and amplitude.

Results: In Study 1, vasomotion frequencies were 0.025 ± 0.008 Hz. In Study 2, vasomotion frequencies were 0.033 ± 0.006 Hz, and 0.032 ± 0.008 Hz during the two highest dexmedetomidine infusion steps. In Study 3, vasomotion frequencies ranged from 0.020 to 0.037 Hz and were observed in all 6 fingers, with no synchrony between the six fingers.

Conclusion: The vascular oscillations we observed without significant interference from other spontaneous oscillations are independent of neural activity (Study 1), local in nature (Study 3), and associated with alpha-2-adrenoceptor activation, consistent with known properties of vasomotion.

.

简介:我们描述了一种方法,通过这种方法可以记录清醒和麻醉的人类受试者的血管舒张,而不会受到其他自发血管振荡的明显干扰。方法:在三个独立的研究中,我们使用光容积脉搏图记录指尖的血管舒缩。在研究1中,我们对11名接受右美托咪定静脉输注的清醒受试者进行了化学交感神经切除术。在研究2中,我们对16名清醒的志愿者进行了4次渐进式静脉注射右美托咪定。在研究3中,我们同时记录了7例右美托咪定麻醉患者的6个手指的血管舒缩。分析了显示血管缓慢振荡的5分钟光容积脉搏波记录的频率和幅度。结果:研究1血管舒缩频率为0.025±0.008 Hz。在研究2中,右美托咪定输注的两个最高阶段血管舒缩频率分别为0.033±0.006 Hz和0.032±0.008 Hz。结论:我们观察到的血管振荡没有受到其他自发振荡的明显干扰,独立于神经活动(研究1),局部性质(研究3),与α -2-肾上腺素受体激活有关,与血管运动的已知特性一致。
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引用次数: 0
Evidence in Favor of Calcium-Sensing Receptor in L-Cysteine-Mediated Vasorelaxation of Mouse Thoracic Aorta. 支持钙敏感受体(CaSR)参与l -半胱氨酸介导的小鼠胸主动脉血管松弛的证据。
IF 2.3 4区 医学 Q3 PERIPHERAL VASCULAR DISEASE Pub Date : 2026-01-01 Epub Date: 2025-10-03 DOI: 10.1159/000548774
Nuran Ogulener, Busra Akarsakarya, Fatma Aydinoglu

Introduction: In our study, the possible role of the calcium-sensing receptor (CaSR) pathway in L-cysteine-/hydrogen sulfide (H2S)-induced vasorelaxations was investigated in isolated mouse thoracic aorta tissue.

Methods: For this purpose, vasorelaxations to L-cysteine (H2S substrate; 1 µm-10 mm) and calindol (CaSR agonist; 0.3-10 μm) were measured in endothelial-intact and -denuded thoracic aorta segments contracted with phenylephrine (5 μm). Also, the effects of propargylglycine (PAG) and Calhex-231, cystathionine-gamma-lyase (CSE) and CaSR inhibitor, respectively, on L-cysteine- and calindol-induced vasorelaxations were investigated in thoracic aorta segments. In addition, the effects of L-cysteine, calindol, and endothelium on H2S generation in mouse aorta segments were investigated.

Results: L-cysteine- and calindol-induced vasorelaxations were reduced in the presence of PAG and Calhex-231. Furthermore, in endothelium-denuded tissues, the vasorelaxations to calindol and L-cysteine were reduced compared to endothelium-intact tissues. Also, calindol increased basal H2S generation, and PAG and Calhex-231 reduced the increase in H2S production stimulated with calindol. Calhex-231 reduced the increase in H2S production in the presence of L-cysteine. Also, H2S production decreased in endothelium-denuded tissues.

Conclusion: Endogenous H2S generated by CSE produces endothelium-dependent relaxation by activating CaSR in mouse thoracic aorta tissue.

在我们的研究中,钙敏感受体(CaSR)通路在离体小鼠胸主动脉组织中l -半胱氨酸/硫化氢(H2S)诱导的血管松弛中可能的作用进行了研究。方法:为此,在使用苯肾上腺素(5M)收缩的内皮完整和剥去的胸主动脉段中,测量l-半胱氨酸(H2S底物,1µM -10 mM)和卡林多酚(CaSR激动剂,0.3-10M)的血管松弛。此外,还研究了丙基甘氨酸(PAG)和钙己烯-231、半胱甘氨酸- γ -裂解酶(CSE)和CaSR抑制剂对l-半胱氨酸和卡林多诱导的胸主动脉段血管松弛的影响。此外,还研究了l -半胱氨酸、卡林多酚和内皮素对小鼠主动脉段H2S生成的影响。结果:PAG和calhex231存在时,l-半胱氨酸和calindol诱导的血管舒张作用减弱。此外,在剥去内皮的组织中,血管对卡林多酚和l -半胱氨酸的松弛作用比未剥去内皮的组织减弱。此外,卡林多酚增加了基础H2S生成,PAG和Calhex-231减少了卡林多酚刺激下H2S生成的增加。在l -半胱氨酸存在的情况下,Calhex-231降低了H2S产量的增加。此外,剥除内皮的组织中H2S的产生也减少了。结论:综上所述,CSE产生的内源性硫化氢通过激活小鼠胸主动脉组织的CaSR产生内皮依赖性松弛。
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引用次数: 0
Immunosuppression Drugs Exhibit Differential Effects on Endothelial Cell Function. 免疫抑制药物对内皮细胞功能的不同影响
IF 2.3 4区 医学 Q3 PERIPHERAL VASCULAR DISEASE Pub Date : 2026-01-01 Epub Date: 2025-09-11 DOI: 10.1159/000548353
Aly Elezaby, Ryan Dexheimer, David Wu, Sze Yu Chan, Ines Ross Tacco, Ian Y Chen, Nazish Sayed, Karim Sallam

Introduction: Immunosuppressive medications are widely used to treat patients with neoplasms, autoimmune conditions, and solid organ transplants. Prior studies indicate that immunosuppression drugs can cause adverse vascular remodeling. Given the systemic effects of the drugs, elucidating cell-type-specific drug effects has been challenging.

Methods: We utilized induced pluripotent stem cell-derived endothelial cells to investigate the role of widely used immunosuppression drugs on endothelial cell function.

Results: We found that among immunosuppression agents, sirolimus reduced basic endothelial cell functions including cell migration, proliferation, acetylated LDL uptake, mitochondrial respiration, and angiogenic properties, while tacrolimus only reduced nitric oxide release.

Conclusions: This model allows for investigation of differential effect of immunosuppression drugs on endothelial function that can elucidate the mechanisms contributing to clinically observed adverse vascular profiles.

免疫抑制药物广泛用于治疗肿瘤、自身免疫性疾病和实体器官移植患者。先前的研究表明免疫抑制药物可引起不良的血管重构。鉴于药物的全身作用,阐明细胞类型特异性药物作用一直具有挑战性。我们利用诱导多能干细胞衍生的内皮细胞来研究广泛使用的免疫抑制药物对内皮细胞功能的影响。我们发现,在免疫抑制剂中,西罗莫司降低了内皮细胞的基本功能,包括细胞迁移、增殖、乙酰化LDL摄取、线粒体呼吸和血管生成特性;而他克莫司只能减少一氧化氮的释放。该模型允许研究免疫抑制药物对内皮功能的不同影响,从而阐明导致临床观察到的不良血管概况的机制。
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引用次数: 0
Deficiency of p27kip1, a Cyclin-Dependent Kinase Inhibitor, Accelerates Topical Elastase/3-Aminopropionitrile Fumarate Salt-Induced Abdominal Aortic Aneurysm Development in Mice. 细胞周期蛋白依赖性激酶抑制剂p27kip1的缺乏会加速外用弹性蛋白酶/3-氨基丙腈富马酸盐诱导的小鼠腹主动脉瘤的发展。
IF 2.3 4区 医学 Q3 PERIPHERAL VASCULAR DISEASE Pub Date : 2026-01-01 Epub Date: 2025-09-04 DOI: 10.1159/000547829
Keisuke Kamada, Hong Niu, Shinsuke Kikuchi, Nobuyoshi Azuma, Gale L Tang

Introduction: Abdominal aortic aneurysm (AAA) is a multifactorial disease with limited identification of contributing genetic factors. p27kip, also known as CDKN1B, is a cell cycle inhibitor that regulates vascular smooth muscle cells (VSMCs) and macrophages (Mϕ). The role of p27 in AAA development was assessed by AAA induction in p27 knockout (p27-/-) and wild-type (WT) mice.

Methods: AAAs were induced in male and female p27-/- and WT mice via topical elastase with oral administration of 3-aminopropionitrile fumarate salt. Aortic diameter was measured with ultrasound. VSMCs and macrophages were quantified by immunohistochemistry. Oxidative stress genes were analyzed using polymerase chain reaction. In vitro cell proliferation, migration, and oxidative stress assay were performed on VSMCs isolated from abdominal aortas.

Results: p27-/- mice developed significantly larger AAA diameter than WT mice with reduced VSMCs and increased macrophages. M1ϕ were significantly elevated in p27-/- mice, while M2ϕ were more abundant in WT mice. p27-/- mice had lower expression of the antioxidant gene, Nrf2. In vitro experiments demonstrated increased proliferation and migration in p27-/- cells with increased oxidative stress sensitivity.

Conclusion: Knockout of p27 accelerated aneurysm growth with increased macrophage infiltration, VSMC loss, and decreased antioxidant factors, highlighting a potential role for p27 in AAA progression.

.

腹主动脉瘤(AAA)是一种多因素疾病,遗传因素鉴定有限。p27kip,也被称为CDKN1B,是一种细胞周期抑制剂,调节血管平滑肌细胞(VSMCs)和巨噬细胞(Mϕ)。通过p27敲除(p27-/-)和WT小鼠的AAA诱导来评估p27在AAA发展中的作用。方法:通过外用弹性蛋白酶和口服富马酸3-氨基丙腈盐诱导雄性和雌性p27-/-和WT小鼠AAAs。超声测量主动脉内径。免疫组织化学定量检测VSMCs和巨噬细胞。用聚合酶链反应分析氧化应激基因。对分离的腹主动脉VSMCs进行体外细胞增殖、迁移和氧化应激实验。结果:p27-/-小鼠的AAA直径明显大于WT小鼠,VSMCs减少,巨噬细胞增加。p27-/-小鼠的M1ϕ显著升高,而WT小鼠的M2ϕ更丰富。p27-/-小鼠抗氧化基因Nrf2表达较低。体外实验表明p27-/-细胞的增殖和迁移增加,氧化应激敏感性增加。结论:敲除p27加速动脉瘤生长,巨噬细胞浸润增加,VSMC丧失,抗氧化因子降低,突出了p27在AAA进展中的潜在作用。
{"title":"Deficiency of p27<sup>kip1</sup>, a Cyclin-Dependent Kinase Inhibitor, Accelerates Topical Elastase/3-Aminopropionitrile Fumarate Salt-Induced Abdominal Aortic Aneurysm Development in Mice.","authors":"Keisuke Kamada, Hong Niu, Shinsuke Kikuchi, Nobuyoshi Azuma, Gale L Tang","doi":"10.1159/000547829","DOIUrl":"10.1159/000547829","url":null,"abstract":"<p><p><p>Introduction: Abdominal aortic aneurysm (AAA) is a multifactorial disease with limited identification of contributing genetic factors. p27kip, also known as CDKN1B, is a cell cycle inhibitor that regulates vascular smooth muscle cells (VSMCs) and macrophages (Mϕ). The role of p27 in AAA development was assessed by AAA induction in p27 knockout (p27-/-) and wild-type (WT) mice.</p><p><strong>Methods: </strong>AAAs were induced in male and female p27-/- and WT mice via topical elastase with oral administration of 3-aminopropionitrile fumarate salt. Aortic diameter was measured with ultrasound. VSMCs and macrophages were quantified by immunohistochemistry. Oxidative stress genes were analyzed using polymerase chain reaction. In vitro cell proliferation, migration, and oxidative stress assay were performed on VSMCs isolated from abdominal aortas.</p><p><strong>Results: </strong>p27-/- mice developed significantly larger AAA diameter than WT mice with reduced VSMCs and increased macrophages. M1ϕ were significantly elevated in p27-/- mice, while M2ϕ were more abundant in WT mice. p27-/- mice had lower expression of the antioxidant gene, Nrf2. In vitro experiments demonstrated increased proliferation and migration in p27-/- cells with increased oxidative stress sensitivity.</p><p><strong>Conclusion: </strong>Knockout of p27 accelerated aneurysm growth with increased macrophage infiltration, VSMC loss, and decreased antioxidant factors, highlighting a potential role for p27 in AAA progression. </p>.</p>","PeriodicalId":17530,"journal":{"name":"Journal of Vascular Research","volume":" ","pages":"29-41"},"PeriodicalIF":2.3,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12511535/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145000859","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of Water Temperature during Aquatic Exercise on Cognitive Impairment in Mice with Chronic Cerebral Hypoperfusion. 水中运动水温对慢性脑灌注不足小鼠认知功能损害的影响。
IF 2.3 4区 医学 Q3 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-12-16 DOI: 10.1159/000550096
Chiyeon Lim, Sehyun Lim, Sung Min Moon, Suin Cho

Introduction: Given the lack of effective pharmacotherapy for vascular dementia (VaD) and the reported benefits of exercise, this study examined the impact of water temperature during aquatic exercise (AE) on cognitive and pathological outcomes in a mouse model of VaD.

Methods: Twelve-month-old male mice underwent bilateral common carotid artery stenosis (BCAS) to induce chronic cerebral hypoperfusion. Groups included sham, BCAS control (no exercise), and BCAS mice assigned to AE in water baths at 25°C, 30°C, or 35°C. Cognitive performance was assessed using the elevated plus maze, Y-maze, and novel object recognition test (NORT). Brain tissues were analyzed for microglial marker CD68, astrocytic marker GFAP, and myelin basic protein (MBP) in the corpus callosum.

Results: The 30°C AE group showed the greatest improvement in NORT performance and swim activity. CD68 expression was unchanged across groups, but GFAP expression was significantly reduced at 30°C, suggesting suppressed astrocyte activation. Furthermore, the decline in MBP expression after BCAS was attenuated in this group, indicating preserved white matter integrity.

Conclusion: AE at approximately 30°C alleviated cognitive deficits in a VaD model, likely by reducing neuroinflammation and protecting myelin. These findings highlight the therapeutic potential of optimizing AE conditions, particularly water temperature, for dementia-related rehabilitation.

鉴于缺乏有效的药物治疗血管性痴呆(VaD)和报道的运动益处,本研究研究了水中运动(AE)时水温对VaD小鼠模型认知和病理结果的影响。方法:12月龄雄性小鼠双侧颈总动脉狭窄(BCAS)诱导慢性脑灌注不足。各组分为假手术组、BCAS对照组(无运动)和BCAS小鼠,分别在25℃、30℃或35℃水浴中AE。认知能力评估采用高架正迷宫,y型迷宫和新物体识别测试(NORT)。分析脑组织中胼胝体中的小胶质细胞标志物CD68、星形细胞标志物GFAP和髓鞘碱性蛋白(MBP)。结果:30℃AE组小鼠的NORT功能和游泳活动改善最大。CD68在各组间的表达没有变化,而GFAP的表达在30℃时显著降低,提示星形胶质细胞的活化受到抑制。此外,BCAS后MBP表达的下降在该组中减弱,表明白质完整性得到保留。结论:30℃左右的AE减轻了VaD模型的认知缺陷,可能是通过减少神经炎症和保护髓磷脂来实现的。这些发现强调了优化AE条件的治疗潜力,特别是水温,对于痴呆相关的康复。
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引用次数: 0
Assessing Sex Differences in Metabolic Disease on Vasculopathy Using the Vascular Health Index. 用血管健康指数评估代谢性血管病的性别差异
IF 2.3 4区 医学 Q3 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-11-28 DOI: 10.1159/000549739
Nathaniel J Smail, Lujaina Kamar, Isabel Zimmerman, Jefferson C Frisbee, Stephanie J Frisbee

Introduction: Investigation into vascular health and disease across elevated risk conditions has been intensively studied for many years. However, the ability to understand integrated vascular health status has been challenging, as most previous work has focused on specific outcomes, interventions, or potential mechanistic links. While these efforts have revealed many factors contributing to vasculopathy, challenges remain for comparing results across research groups, models, and conditions to understand vascular health status. In the present study, our objective was to quantify sex-dependent differences in peripheral and cerebral vascular health across metabolic disease.

Methods: Utilizing the vascular health index (VHI), a validated metric allowing for simultaneous assessment of vascular reactivity/endothelial function, vascular wall mechanics, and microvessel density within cerebral and skeletal muscle networks, we focus on the impact of elevated metabolic disease risk between male and female obese Zucker rats (OZR). In addition, we study VHI in female OZR following ovariectomy (OVX), with all outcomes compared to results from "healthy" lean Zucker rats (LZRs).

Results: Across all ages, male and female LZR demonstrated comparable VHI, although increased metabolic disease risk reduced both skeletal muscle and cerebral VHI in male OZR more rapidly, and to a greater extent, as compared to female OZR. Protection for VHI for female OZR with elevated disease risk was dependent on intact sex hormone cycling, as OVX in female OZR removed protection in VHI compared to normal female OZR.

Conclusion: These results indicate that sex-based protections in peripheral and cerebral vascular health with metabolic disease in female OZR (versus males) are present at multiple levels of resolution and are dependent on normal female sex hormone cycling.

导读:血管功能与疾病风险升高的关系已被长期研究。然而,理解综合血管健康一直具有挑战性,因为大多数工作都集中在具体的结果、干预措施或机制联系上。虽然这些努力揭示了导致血管病变的因素,但比较实验室、模型和条件的结果以了解血管健康状况仍然具有挑战性。方法:利用血管健康指数(VHI),一种可以同时评估血管反应性、壁力学和大脑和骨骼肌网络微血管密度的有效指标,我们重点研究了雄性和雌性肥胖Zucker大鼠(OZR)之间代谢性疾病风险的影响。此外,我们研究了卵巢切除术(OVX)后雌性OZR的VHI,并将结果与“健康”瘦Zucker大鼠(LZR)进行比较。结果:男性和女性LZR表现出相当的VHI,尽管代谢性疾病使男性OZR的骨骼肌和大脑VHI比女性更严重。VHI对女性OZR的保护依赖于性激素循环,因为OVX在女性OZR中消除了VHI对女性OZR的保护。结论:这些结果表明,性别保护在外周和脑血管健康与代谢性疾病的女性OZR存在多个水平的决议,并依赖于正常的性激素循环。
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引用次数: 0
Development of an Explainable Machine Learning Model for Cardiovascular-Kidney-Metabolic Syndrome Prediction Based on Dietary Antioxidants in a National Population. 开发一种可解释的机器学习模型,用于基于全国人口饮食抗氧化剂的心血管-肾脏代谢综合征预测。
IF 2.3 4区 医学 Q3 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-11-06 DOI: 10.1159/000549326
Mei Xue, Hannah Chang, Bo-Chun Wang, Ning Ma, Xiao-Qian Zhang, Xiao-Qian Wang, Wen-Quan Niu, Xiao-Qun Dong, Chung-Chou H Chang

Introduction: The role of dietary antioxidants in preventing or delaying the progression of cardiovascular-kidney-metabolic (CKM) syndrome remains underexplored. We aimed to develop and interpret a machine learning (ML) model to predict advanced CKM stages based on dietary antioxidant profiles.

Methods: Data were analyzed from 10,257 adults aged >30 years in the NHANES 2007-2010 and 2017-2018 cycles. Dietary antioxidant intake was estimated using two 24-h dietary recalls. Five ML algorithms were trained with rigorous hyperparameter optimization and evaluated comprehensively. SHapley Additive exPlanations (SHAP) was applied to elucidate feature importance and individual-level contributions. An online prediction tool was deployed to enhance clinical utility.

Results: The eXtreme Gradient Boosting (XGBoost) model achieved the highest predictive performance, yielding an area under the curve of 0.901. SHAP analysis identified seven key predictors: age, sex, smoking status, magnesium, zinc, myricetin, and catechin. Older age, male sex, and smoking were associated with increased CKM risk, whereas higher intakes of magnesium, myricetin, zinc, and catechin were protective.

Conclusions: XGBoost effectively predicted advanced CKM stages using a concise set of seven features. Explainable AI approaches such as SHAP enhance model transparency and clinical translation, supporting personalized CKM risk stratification based on dietary antioxidant patterns.

目的:膳食抗氧化剂在预防或延缓心血管肾代谢综合征(CKM)进展中的作用仍未得到充分研究。我们的目标是开发和解释一个机器学习模型,以预测基于膳食抗氧化剂的晚期CKM阶段。方法:对2007-2010年和2017-2018年NHANES周期中10257名年龄在10 - 30岁之间的成年人的数据进行分析。通过两次24小时的饮食回顾来估计饮食中抗氧化剂的摄入量。对5种机器学习算法进行了严格的超参数优化训练,并进行了综合评价。SHapley加性解释(SHAP)用于解释特征重要性和个人水平的贡献。利用在线预测工具提高临床应用。结果:eXtreme Gradient Boosting (XGBoost)模型的预测效果最好,曲线下面积(AUC)为0.901。SHAP分析确定了7个关键预测因素:年龄、性别、吸烟状况、镁、锌、杨梅素和儿茶素。年龄较大、男性和吸烟与CKM风险增加有关,而镁、杨梅素、锌和儿茶素的摄入量较高则具有保护作用。结论:XGBoost使用一组简洁的七个特征有效地预测了CKM的晚期。可解释的人工智能方法,如SHAP,提高了模型的透明度和临床翻译,支持基于饮食抗氧化模式的个性化CKM风险分层。
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引用次数: 0
N6-Methyladenosine Modification in Vascular Smooth Muscle Disease: A Review. n6 -甲基腺苷(m6A)在血管平滑肌疾病中的修饰
IF 2.3 4区 医学 Q3 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-10-07 DOI: 10.1159/000548372
Chengjun Huang, Xianping Long, Ranzun Zhao

Background: The impairment of vascular smooth muscle cells (VSMCs) causes many vascular diseases, such as atherosclerosis, hypertension, and heart conditions. Research has shown that N6-methyladenosine (m6A) modification regulates VSMCs' function in a vascular environment.

Summary: By regulating RNA metabolism, m6A modification affects key biological processes in VSMCs, such as proliferation, migration, phenotypic transformation, and apoptosis. We aim to examine the role of m6A modification and its associated enzymes in vascular diseases caused by VSMC dysfunction and explore its potential as a therapeutic target so that we can develop drugs targeting VSMC dysfunction on a scientific basis.

Key messages: m6A modification's role in cardiovascular disorders and potential as a therapeutic target demand further study as a critical regulating component in VSMC biology.

血管平滑肌细胞(VSMCs)的损伤会引起许多血管疾病,如动脉粥样硬化、高血压和心脏病。研究表明,n6 -甲基腺苷(m6A)修饰可调节血管环境下VSMCs的功能。m6A修饰通过调节RNA代谢,影响VSMCs的增殖、迁移、表型转化和凋亡等关键生物学过程。我们旨在研究m6A修饰及其相关酶在VSMC功能障碍引起的血管疾病中的作用,并探索其作为治疗靶点的潜力,从而科学地开发针对VSMC功能障碍的药物。
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引用次数: 0
Unstable Coronary Artery Plaque Features in Humans Are Associated with Higher Frequency of Circulating CD56bright Natural Killer Cells. 人类不稳定的冠状动脉斑块特征与循环CD56bright自然杀伤细胞的高频率相关。
IF 2.3 4区 医学 Q3 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-01-01 Epub Date: 2025-03-03 DOI: 10.1159/000544884
Micah Hunter-Chang, Christine L Flora, Hema Kothari, Chantel C McSkimming, Sydney D Blimbaum, Corey M Williams, Angela M Taylor, Stefan Bekiranov, Coleen A McNamara

Introduction: Unstable human artery plaques can suddenly rupture, leading to MI or stroke. Identification of blood markers associated with unstable plaque features is clearly needed. Humans with symptomatic carotid atherosclerotic plaques have increased infiltration of CD56bright natural killer (NK) cells into the plaque, yet whether subjects with unstable coronary artery plaque features have increased frequencies of circulating CD56bright NK cells is unknown.

Methods: Coronary artery intravascular ultrasound (IVUS) was performed on subjects presenting for medically indicated coronary angiography. Eighteen subjects stratified into high and low percent (%) necrotic core and matched for age, body mass index (BMI), and lipids underwent mass cytometry by time-of-flight analysis on their peripheral blood mononuclear cells collected prior to imaging. Clustering of major immune cell populations was performed on live singlets and CD56 bright and dim NK subsets were quantitated.

Results: Subjects with high necrotic core had a significantly greater frequency of circulating CD56bright NK cells compared to subjects with low necrotic core (p = 0.02). Additionally, the frequency of circulating CD56bright NK cells positively associated with IVUS-VH metrics of total atheroma volume (p = 0.0013), percent (%) atheroma burden (p = 0.0048), % maximum stenosis (p = 0.0021), % necrotic (p = 0.0013), % calcium (p = 0.0016), % fatty (p = 0.0097) and negatively associated with % fibrous (p < 0.0001), an IVUS-VH metric of plaque stability.

Conclusion: These findings suggest that the frequency of CD56bright NK cells may be a safe, noninvasive marker of plaque volume and instability.

不稳定的人动脉斑块可突然破裂,导致心肌梗死或中风。确定与不稳定斑块特征相关的血液标志物显然是必要的。有症状的颈动脉粥样硬化斑块的人CD56bright自然杀伤细胞(NK)的斑块浸润增加,但冠状动脉斑块特征不稳定的受试者是否循环CD56bright NK细胞的频率增加尚不清楚。冠状动脉血管内超声(IVUS)对医学指示的受试者进行冠状动脉造影。18名受试者根据年龄、BMI和脂质分为高、低坏死核心百分比,对其外周血单个核细胞(PBMCs)进行了细胞计数(CyTOF)分析。对主要PBMC群体进行活单线聚类,并对CD56亮NK亚群和暗NK亚群进行定量分析。高坏死核心的受试者与低坏死核心的受试者相比,循环CD56bright NK细胞的频率显著增加(p=0.02)。此外,cd56亮NK细胞的频率与IVUS-VH指标总动脉粥样硬化体积(TAV) (p=0.0013)、动脉粥样硬化负担百分比(p=0.0048)、最大狭窄百分比(p=0.0021)、坏死百分比(p=0.0013)、钙百分比(p=0.0016)呈正相关,与纤维百分比(p=0.0016)呈负相关
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Journal of Vascular Research
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