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Hematopoietic stem cells produce intermediate lineage adipocyte progenitors that simultaneously express both myeloid and mesenchymal lineage markers in adipose tissue. 造血干细胞产生中间谱系脂肪祖细胞,同时表达脂肪组织中的髓系和间充质谱系标记。
IF 3.3 4区 生物学 Q2 Medicine Pub Date : 2021-12-01 DOI: 10.1080/21623945.2021.1957290
Kathleen M Gavin, Timothy M Sullivan, Joanne K Maltzahn, Jeremy T Rahkola, Alistair S Acosta, Wendy M Kohrt, Susan M Majka, Dwight J Klemm

Some adipocytes are produced from bone marrow hematopoietic stem cells. In vitro studies previously indicated that these bone marrow-derived adipocytes (BMDAs) were generated from adipose tissue macrophage (ATM) that lose their hematopoietic markers and acquire mesenchymal markers prior to terminal adipogenic differentiation. Here we interrogated whether this hematopoietic-to-mesenchymal transition drives BMDA production In vitro. We generated transgenic mice in which the lysozyme gene promoter (LysM) indelibly labeled ATM with green fluorescent protein (GFP). We discovered that adipose stroma contained a population of LysM-positive myeloid cells that simultaneously expressed hematopoietic/myeloid markers (CD45 and CD11b), and mesenchymal markers (CD29, PDGFRa and Sca-1) typically found on conventional adipocyte progenitors. These cells were capable of adipogenic differentiation In vitro and In vitro, while other stromal populations deficient in PDGFRa and Sca-1 were non-adipogenic. BMDAs and conventional adipocytes expressed common fat cell markers but exhibited little or no expression of hematopoietic and mesenchymal progenitor cell markers. The data indicate that BMDAs are produced from ATM simultaneously expressing hematopoietic and mesenchymal markers rather than via a stepwise hematopoietic-to-mesenchymal transition. Because BMDA production is stimulated by high fat feeding, their production from hematopoietic progenitors may maintain adipocyte production when conventional adipocyte precursors are diminished.

一些脂肪细胞由骨髓造血干细胞产生。先前的体外研究表明,这些骨髓来源的脂肪细胞(bmda)是由脂肪组织巨噬细胞(ATM)产生的,在最终的脂肪分化之前,巨噬细胞失去了造血标志物,获得了间充质标志物。在这里,我们询问这种造血到间质转化是否驱动BMDA的体外生成。我们产生了转基因小鼠,其中溶菌酶基因启动子(LysM)用绿色荧光蛋白(GFP)不可磨灭地标记ATM。我们发现脂肪基质中含有一群lysm阳性的骨髓细胞,这些细胞同时表达造血/骨髓标记物(CD45和CD11b)和间充质标记物(CD29, PDGFRa和Sca-1),这些标记物通常在传统的脂肪细胞祖细胞上发现。这些细胞能够在体外和体外分化成脂肪,而其他缺乏PDGFRa和Sca-1的基质群体则不形成脂肪。bmda和常规脂肪细胞表达常见的脂肪细胞标记,但造血和间充质祖细胞标记很少或不表达。数据表明,bmda是由同时表达造血和间质标志物的ATM产生的,而不是通过逐步的造血到间质转变。由于BMDA的产生受到高脂肪喂养的刺激,当常规脂肪细胞前体减少时,造血祖细胞产生的BMDA可能维持脂肪细胞的产生。
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引用次数: 4
Application of a deep learning-based image analysis and live-cell imaging system for quantifying adipogenic differentiation kinetics of adipose-derived stem/stromal cells. 应用基于深度学习的图像分析和活细胞成像系统定量脂肪源性干细胞/基质细胞的成脂分化动力学。
IF 3.3 4区 生物学 Q2 Medicine Pub Date : 2021-12-01 DOI: 10.1080/21623945.2021.2000696
Patrick Terrence Brooks, Lea Munthe-Fog, Klaus Rieneck, Frederik Banch Clausen, Olga Ballesteros Rivera, Eva Kannik Haastrup, Anne Fischer-Nielsen, Jesper Dyrendom Svalgaard
ABSTRACT Quantitative methods for assessing differentiative potency of adipose-derived stem/stromal cells may lead to improved clinical application of this multipotent stem cell, by advancing our understanding of specific processes such as adipogenic differentiation. Conventional cell staining methods are used to determine the formation of adipose areas during adipogenesis as a qualitative representation of adipogenic potency. Staining methods such as oil-red-O are quantifiable using absorbance measurements, but these assays are time and material consuming. Detection methods for cell characteristics using advanced image analysis by machine learning are emerging. Here, live-cell imaging was combined with a deep learning-based detection tool to quantify the presence of adipose areas and lipid droplet formation during adipogenic differentiation of adipose-derived stem/stromal cells. Different detection masks quantified adipose area and lipid droplet formation at different time points indicating kinetics of adipogenesis and showed differences between individual donors. Whereas CEBPA and PPARG expression seems to precede the increase in adipose area and lipid droplets, it might be able to predict expression of ADIPOQ. The applied method is a proof of concept, demonstrating that deep learning methods can be used to investigate adipogenic differentiation and kinetics in vitro using specific detection masks based on algorithm produced from annotation of image data.
定量评估脂肪源性干细胞/基质细胞分化能力的方法,可能会促进我们对脂肪生成分化等特定过程的理解,从而改善这种多能干细胞的临床应用。传统的细胞染色方法用于确定脂肪形成过程中脂肪区域的形成,作为脂肪形成能力的定性代表。染色方法,如油-红- o是可量化使用吸光度测量,但这些分析是时间和材料消耗。利用机器学习进行高级图像分析的细胞特征检测方法正在出现。在这里,活细胞成像与基于深度学习的检测工具相结合,量化脂肪源性干细胞/基质细胞成脂分化过程中脂肪区域的存在和脂滴的形成。不同的检测面罩在不同的时间点量化脂肪面积和脂滴的形成,这表明脂肪形成的动力学,并且在个体供体之间存在差异。而CEBPA和PPARG的表达似乎先于脂肪面积和脂滴的增加,它可能能够预测ADIPOQ的表达。所应用的方法是一个概念证明,表明深度学习方法可以用于研究体外成脂分化和动力学,使用基于图像数据注释生成的算法的特定检测掩模。
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引用次数: 3
Verapamil induces autophagy to improve liver regeneration in non-alcoholic fatty liver mice. 维拉帕米诱导自噬促进非酒精性脂肪肝小鼠肝脏再生。
IF 3.3 4区 生物学 Q2 Medicine Pub Date : 2021-12-01 DOI: 10.1080/21623945.2021.1983241
Jian-Lin Lai, Yuan-E Lian, Jun-Yi Wu, Yao-Dong Wang, Yan-Nan Bai

Verapamil can restore intracellular calcium homeostasis, increase the fusion of autophagosomes and lysosomes, reduce lipid droplet accumulation and inhibit inflammation and insulin resistance in high-fat-fed mice. The present study aimed to investigate verapamil's effect and its underlying liver regeneration mechanism in mice with non-alcoholic fatty liver. After 50% hepatectomy was performed, the changes of autophagy and liver regeneration were evaluated by detecting cell proliferation and autophagy at each time point. Then, 25mg/kg verapamil was injected intraperitoneally for 10 d before an operation in the mild to moderate fatty liver and severe fatty liver groups. The control group and mild to moderate fatty liver group reached the peak of proliferation at 24-48h after operation, and the mice with severe fatty liver and steatohepatitis reached the peak at 48-72h. Autophagy in the normal group and mild to moderate fatty liver group reached the peak 48 hours after operation. Verapamil injection can enhance autophagy, reduce the weight of fatty liver mice, improve liver function and liver regeneration. Verapamil can induce autophagy, improve hepatocyte function and promote hepatocyte regeneration through the mTOR independent signaling pathway, thus improving the process of liver regeneration after partial hepatectomy.

维拉帕米可以恢复高脂喂养小鼠的细胞内钙稳态,增加自噬体和溶酶体的融合,减少脂滴积聚,抑制炎症和胰岛素抵抗。本研究旨在研究维拉帕米在非酒精性脂肪肝小鼠中的作用及其潜在的肝脏再生机制。在进行50%肝切除术后,通过检测每个时间点的细胞增殖和自噬来评估自噬和肝脏再生的变化。然后,轻度至中度脂肪肝组和重度脂肪肝组在手术前腹膜内注射25mg/kg维拉帕米10天。对照组和轻度至中度脂肪肝组在术后24-48小时达到增殖高峰,重度脂肪肝和脂肪性肝炎小鼠在48-72小时达到增殖峰值。正常组和轻度至中度脂肪肝组的自噬在术后48小时达到高峰。维拉帕米注射液可以增强小鼠的自噬能力,减轻脂肪肝小鼠的体重,改善肝功能和肝脏再生。维拉帕米可通过mTOR非依赖性信号通路诱导自噬,改善肝细胞功能,促进肝细胞再生,从而改善肝部分切除后的肝再生过程。
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引用次数: 6
Composition, isolation, identification and function of adipose tissue-derived exosomes. 脂肪组织源性外泌体的组成、分离、鉴定和功能。
IF 3.3 4区 生物学 Q2 Medicine Pub Date : 2021-12-01 DOI: 10.1080/21623945.2021.1983242
Rui Zhao, Tiantian Zhao, Zhaozhao He, Rui Cai, Weijun Pang

Exosomes are nano-sized extracellular vesicles (30-160 nm diameter) with lipid bilayer membrane secrete by various cells that mediate the communication between cells and tissue, which contain a variety of non-coding RNAs, mRNAs, proteins, lipids and other functional substances. Adipose tissue is important energy storage and endocrine organ in the organism. Recent studies have revealed that adipose tissue-derived exosomes (AT-Exosomes) play a critical role in many physiologically and pathologically functions. Physiologically, AT-Exosomes could regulate the metabolic homoeostasis of various organs or cells including liver and skeletal muscle. Pathologically, they could be used in the treatment of disease and or that they may be involved in the progression of the disease. In this review, we describe the basic principles and methods of exosomes isolation and identification, as well as further summary the specific methods. Moreover, we categorize the relevant studies of AT-Exosomes and summarize the different components and biological functions of mammalian exosomes. Most importantly, we elaborate AT-Exosomes crosstalk within adipose tissue and their functions on other tissues or organs from the physiological and pathological perspective. Based on the above analysis, we discuss what remains to be discovered problems in AT-Exosomes studies and prospect their directions needed to be further explored in the future.

外泌体是多种细胞分泌的具有脂质双层膜的纳米级细胞外囊泡(直径30- 160nm),介导细胞与组织间的通讯,含有多种非编码rna、mrna、蛋白质、脂质等功能物质。脂肪组织是机体重要的能量储存和内分泌器官。最近的研究表明,脂肪组织源性外泌体(at - exosome)在许多生理和病理功能中起着至关重要的作用。生理上,at -外泌体可以调节包括肝脏和骨骼肌在内的各种器官或细胞的代谢平衡。在病理学上,它们可以用于疾病的治疗,或者它们可能参与疾病的进展。本文介绍了外泌体分离鉴定的基本原理和方法,并对具体方法进行了综述。此外,我们对at外泌体的相关研究进行了分类,总结了哺乳动物外泌体的不同组成和生物学功能。最重要的是,我们从生理和病理的角度阐述了at -外泌体在脂肪组织内的串扰及其在其他组织或器官上的功能。基于以上分析,我们讨论了at -外泌体研究中尚待发现的问题,并展望了未来需要进一步探索的方向。
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引用次数: 18
Matrigel® enhances 3T3-L1 cell differentiation. Matrigel®增强3T3-L1细胞分化。
IF 3.3 4区 生物学 Q2 Medicine Pub Date : 2021-12-01 DOI: 10.1080/21623945.2021.1951985
Chitmandeep Josan, Sachin Kakar, Sandeep Raha

Culturing cells on bio-gels are believed to provide a more in vivo-like extracellular matrix. 3T3-L1 cells cultured on Matrigel® significantly alteregd their proliferation and differentiation as compared to growth on tissue culture-coated polystyrene surfaces. Growth on a 250-μm thick layer of Matrigel® facilitated the formation of cellular aggregates of 3T3-L1 cells. Differentiation of 3T3-L1 cells cultured on Matrigel® demonstrated increased levels of mRNA levels for key adipogenic transcription factors (PPARγ, C/EBPα, SREBP1), lipogenic markers (FAS, FABP4, LPL, PLIN1) and markers of adipocyte maturity (LEP), compared to cells cultured directly on a polystyrene tissue culture surface. The gene expression of extracellular matrix proteins (FN1, COL1A1, COL4A1, COL6, LAM) was decreased in 3T3-L1 cells cultured on Matrigel®. Furthermore, growth on Matrigel® increased lipid accumulation in 3T3-L1 cells in the presence and absence of rosiglitazone, a thiazolidinedione routinely used to optimize differentiation in these cells. These changes in adipocyte gene expression and lipid accumulation patterns may be a result of the increased cell-cell and cell-ECM interactions occurring on the Matrigel®, a scenario that is more reflective of an in vivo model. Taken together, our data advance the understanding of the value of culturing 3T3-L1 cells on Matrigel®.

在生物凝胶上培养细胞被认为提供了更像体内的细胞外基质。与在组织培养物包被的聚苯乙烯表面上生长相比,在Matrigel®上培养的3T3-L1细胞显著改变了其增殖和分化。在250μm厚的Matrigel®层上生长有助于形成3T3-L1细胞的细胞聚集体。与直接在聚苯乙烯组织培养表面上培养的细胞相比,在Matrigel®上培养的3T3-L1细胞的分化显示关键脂肪生成转录因子(PPARγ、C/EBPα、SREBP1)、脂肪生成标记物(FAS、FABP4、LPL、PLIN1)和脂肪细胞成熟标记物(LEP)的mRNA水平增加。在Matrigel®培养的3T3-L1细胞中,细胞外基质蛋白(FN1、COL1A1、COL4A1、COL6、LAM)的基因表达降低。此外,在存在和不存在罗格列酮的情况下,Matrigel®上的生长增加了3T3-L1细胞中的脂质积累,罗格列酮是一种噻唑烷二酮,通常用于优化这些细胞的分化。脂肪细胞基因表达和脂质积累模式的这些变化可能是Matrigel®上发生的细胞-细胞和细胞-ECM相互作用增加的结果,这种情况更能反映体内模型。总之,我们的数据促进了对在Matrigel®上培养3T3-L1细胞的价值的理解。
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引用次数: 5
Resveratrol supplementation reduces ACE2 expression in human adipose tissue. 补充白藜芦醇可降低人脂肪组织中ACE2的表达。
IF 3.3 4区 生物学 Q2 Medicine Pub Date : 2021-12-01 DOI: 10.1080/21623945.2021.1965315
Marlies de Ligt, Matthijs K C Hesselink, Johanna Jorgensen, Nicole Hoebers, Ellen E Blaak, Gijs H Goossens

Angiotensin converting enzyme-2 (ACE2) is the cell-surface receptor enabling cellular entry of SARS-CoV-2. ACE2 is highly expressed in adipose tissue (AT), rendering AT a potential SARS-CoV-2 reservoir contributing to massive viral spread in COVID-19 patients with obesity. Although rodent and cell studies suggest that the polyphenol resveratrol alters ACE2, human studies are lacking. Here, we investigated the effects of 30-days resveratrol supplementation on RAS components in AT and skeletal muscle in men with obesity in a placebo-controlled cross-over study. Resveratrol markedly decreased ACE2 (~40%) and leptin (~30%), but did neither alter angiotensinogen, ACE and AT1R expression in AT nor skeletal muscle RAS components. These findings demonstrate that resveratrol supplementation reduces ACE2 in AT, which might dampen SARS-CoV-2 spread in COVID-19.

血管紧张素转换酶-2 (ACE2)是使SARS-CoV-2进入细胞的细胞表面受体。ACE2在脂肪组织(AT)中高表达,这使得AT成为潜在的SARS-CoV-2储存库,导致病毒在COVID-19肥胖患者中大量传播。虽然啮齿动物和细胞研究表明,多酚白藜芦醇可以改变ACE2,但缺乏人体研究。在这里,我们在一项安慰剂对照交叉研究中调查了30天白藜芦醇补充对肥胖男性AT和骨骼肌中RAS成分的影响。白藜芦醇显著降低ACE2(~40%)和瘦素(~30%),但没有改变血管紧张素原、ACE和AT1R在AT和骨骼肌RAS成分中的表达。这些发现表明,补充白藜芦醇可以降低AT中的ACE2,这可能会抑制SARS-CoV-2在COVID-19中的传播。
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引用次数: 27
Ndufa6 regulates adipogenic differentiation via Scd1. Ndufa6通过Scd1调控成脂分化。
IF 3.3 4区 生物学 Q2 Medicine Pub Date : 2021-12-01 DOI: 10.1080/21623945.2021.2007590
Jingwei Zhang, Wei Wang, Ninghan Feng, Xuan Jiang, Shenglong Zhu, Yong Q Chen

Obesity and associated complications are becoming a pandemic. Inhibiting adipogenesis is an important intervention for the treatment of obesity. Despite intensive investigations, numerous mechanistic aspects of adipogenesis remain unclear, and many potential therapeutic targets have yet to be discovered. Transcriptomics and lipidomics approaches were used to explore the functional genes regulating adipogenic differentiation and the potential mechanism in OP9 cells and adipose-derived stem cells. In this study, we found that NADH:ubiquinone oxidoreductase subunit A6 (Ndufa6) participates in the regulation of adipogenic differentiation. Furthermore, we show that the effect of Ndufa6 is mediated through stearoyl-CoA desaturase 1 (Scd1) and demonstrate the inhibitory effect of a SCD1 inhibitor on adipogenesis. Our study broadens the understanding of adipogenic differentiation and offers NDUFA6-SCD1 as a potential therapeutic target for the treatment of obesity.

肥胖及其并发症正在成为一种流行病。抑制脂肪生成是治疗肥胖的重要干预措施。尽管进行了深入的研究,但脂肪形成的许多机制方面仍不清楚,许多潜在的治疗靶点尚未发现。利用转录组学和脂质组学方法探索OP9细胞和脂肪源性干细胞中调节脂肪分化的功能基因及其潜在机制。在本研究中,我们发现NADH:泛醌氧化还原酶亚基A6 (Ndufa6)参与了成脂分化的调控。此外,我们发现Ndufa6的作用是通过硬脂酰辅酶a去饱和酶1 (Scd1)介导的,并证明了Scd1抑制剂对脂肪形成的抑制作用。我们的研究拓宽了对脂肪生成分化的理解,并提供了NDUFA6-SCD1作为治疗肥胖的潜在治疗靶点。
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引用次数: 10
The paracrine effects of adipocytes on lipid metabolism in doxorubicin-treated triple negative breast cancer cells. 脂肪细胞对阿霉素处理的三阴性乳腺癌细胞脂质代谢的旁分泌作用。
IF 3.3 4区 生物学 Q2 Medicine Pub Date : 2021-12-01 DOI: 10.1080/21623945.2021.1979758
Ilze Mentoor, Anna-Mart Engelbrecht, Mari van de Vyver, Paul J van Jaarsveld, Theo Nell

Adipocytes in the breast tumour microenvironment promotes acquired treatment resistance. We used an in vitro adipocyte-conditioned media approach to investigate the direct paracrine effects of adipocyte secretory factors on MDA-MB-231 breast cancer cells treated with doxorubicin to clarify the underlying treatment resistance mechanisms. Cell-viability assays, and Western blots were performed to determine alterations in apoptotic, proliferation and lipid metabolism protein markers. Free fatty acids (FFA) and inflammatory markers in the collected treatment-conditioned media were also quantified. Adipocyte secretory factors increased the cell-viability of doxorubicin-treated cells (p < 0.0001), which did not correspond to apoptosis or proliferation pathways. Adipocyte secretory factors increased the protein expression of hormone-sensitive lipase (p < 0.05) in doxorubicin-treated cells. Adipocyte secretory factors increased the utilization of leptin (p < 0.05) and MCP-1 (p < 0.01) proteins and possibly inhibited release of linoleic acid by doxorubicin-treated cells (treatment-conditioned media FFA profiles). Adipocyte secretory factors induced doxorubicin treatment resistance, by increasing the utilization of inflammatory mediators and inhibiting the release of FFA by doxorubicin-treated cells. This further promotes inflammation and lipid metabolic reprogramming (lipid storage) in the tumour microenvironment, which breast cancer cells use to evade the toxic effects induced by doxorubicin and confers to acquired treatment resistance.

乳腺肿瘤微环境中的脂肪细胞促进获得性治疗抵抗。我们使用体外脂肪细胞条件培养基方法研究脂肪细胞分泌因子对阿霉素治疗的MDA-MB-231乳腺癌细胞的直接旁分泌作用,以阐明潜在的治疗耐药机制。细胞活力测定和Western blots检测凋亡、增殖和脂质代谢蛋白标志物的变化。收集的治疗条件培养基中的游离脂肪酸(FFA)和炎症标志物也被量化。脂肪细胞分泌因子增加了阿霉素处理细胞的细胞活力(p < 0.0001),这与凋亡或增殖途径不一致。脂肪细胞分泌因子增加了阿霉素处理细胞中激素敏感脂肪酶的蛋白表达(p < 0.05)。脂肪细胞分泌因子增加了瘦素(p < 0.05)和MCP-1 (p < 0.01)蛋白的利用,并可能抑制阿霉素处理的细胞释放亚油酸(处理条件培养基FFA谱)。脂肪细胞分泌因子通过增加炎症介质的利用和抑制阿霉素处理的细胞释放FFA来诱导阿霉素治疗抵抗。这进一步促进了肿瘤微环境中的炎症和脂质代谢重编程(脂质储存),乳腺癌细胞利用这些重编程来逃避阿霉素诱导的毒性作用,并导致获得性治疗耐药性。
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引用次数: 5
Adipocytokines in Graves' orbitopathy and the effect of high-dose corticosteroids. 巴塞杜氏眼眶病中的脂肪细胞因子和大剂量皮质类固醇的作用。
IF 3.3 4区 生物学 Q2 Medicine Pub Date : 2021-12-01 DOI: 10.1080/21623945.2021.1980258
Jan Schovanek, Michal Krupka, Lubica Cibickova, Marta Karhanova, Sunaina Reddy, Veronika Kucerova, Zdenek Frysak, David Karasek

Graves' orbitopathy (GO) is a serious, progressive eye condition seen in patients with autoimmune thyroid disease. GO is characterized by inflammation and swelling of soft orbital tissues. Adipose tissue produces cytokine mediators called adipokines. The present study focuses on the relationship between serum levels of selected adipokines in patients with GO, comparing them with the control group, and uniquely describes the effect of high-dose systemic corticosteroids (HDSC) on their levels. For the purposes of this study, we collected blood samples before and after the treatment with HDSC from 60 GO patients and 34 control subjects and measured serum levels of adiponectin, AIF-1, A-FABP and FGF-21. Levels of adiponectin significantly differed among the three study groups (ANOVA p = 0.03). AIF-1 levels were also significantly different among the study groups (ANOVA p < 0.0001). AIF-1 was significantly associated with the presence of GO after adjusting for clinical factors (age, sex, smoking and BMI) and level of TSH (odds ratio 1.003, p < 0.01). This finding could enforce targeting macrophages in treatment strategies for GO since AIF-1 is considered as a marker of their activation.

巴塞杜氏眼眶病(Graves' orbitopathy,GO)是一种严重的进行性眼部疾病,多见于自身免疫性甲状腺疾病患者。巴塞杜氏眶病的特点是眼眶软组织发炎和肿胀。脂肪组织会产生被称为脂肪因子的细胞因子介质。本研究的重点是将 GO 患者血清中某些脂肪因子的水平与对照组进行比较,并独特地描述了大剂量全身性皮质类固醇(HDSC)对其水平的影响。在这项研究中,我们采集了 60 名 GO 患者和 34 名对照组患者在接受 HDSC 治疗前后的血样,并测定了血清中的脂肪连素、AIF-1、A-FABP 和 FGF-21 水平。三个研究组的脂肪连素水平存在显著差异(方差分析 p = 0.03)。各研究组的 AIF-1 水平也有明显差异(方差分析 p = 0.03)。
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引用次数: 0
A novel immune-related genes signature after bariatric surgery is histologically associated with non-alcoholic fatty liver disease. 减肥手术后一种新的免疫相关基因特征在组织学上与非酒精性脂肪肝相关。
IF 3.3 4区 生物学 Q2 Medicine Pub Date : 2021-12-01 DOI: 10.1080/21623945.2021.1970341
Yancheng Song, Jan Zhang, Hexiang Wang, Dong Guo, Chentong Yuan, Bo Liu, Hao Zhong, Dongmei Li, Yu Li

Increasing evidence shows that immune-related genes (IRGs) play an important role in bariatric surgery (BS). We identified differentially expressed immune-related genes (DEIRGs) of adipose tissue after BS by analysing the two expression profiles of GEO (GSE59034 and GSE29409). Subsequently, enrichment analysis, GSEA and PPI networks were examined to identify the hub IRGs and related pathways. The performance of the signature was evaluated by area under the curve (AUC) of the receiver operating characteristic (ROC). CIBERSORT algorithm was used to evaluate the relative abundance of infiltrated immune cells.42 DEIRGs were found between the GSE59034 and GSE29409 datasets. The AUC of the signature was 0.904 and 0.865 in the GSE58979 and GSE48452, respectively. Interestingly, the signature also showed good performance in diagnosing non-alcoholic fatty liver disease (NAFLD) (AUC was 0.834 and 0.800, respectively). The number of neutrophils, macrophages M2, macrophages M0 and dendritic cells activated decreased significantly. After BS, the infiltration of T cells regulatory, monocytes, mast cells resting and plasma cells in adipose tissue increased. The novel proposed IRGs signature reveals the underlying immune mechanism of BS and is a promising biomarker for distinguishing the severity of NAFLD. This will provide new insights into strategies for treating obesity and NAFLD.

越来越多的证据表明免疫相关基因(IRGs)在减肥手术(BS)中起着重要作用。通过分析GEO的两个表达谱(GSE59034和GSE29409),我们确定了BS后脂肪组织的差异表达免疫相关基因(DEIRGs)。随后,通过富集分析、GSEA和PPI网络来确定中枢IRGs和相关通路。用受试者工作特征(ROC)曲线下面积(AUC)评价信号的有效性。采用CIBERSORT算法评价浸润免疫细胞的相对丰度在GSE59034和GSE29409数据集之间发现DEIRGs。GSE58979和GSE48452的AUC分别为0.904和0.865。有趣的是,该特征在诊断非酒精性脂肪性肝病(NAFLD)方面也表现出良好的性能(AUC分别为0.834和0.800)。活化的中性粒细胞、巨噬细胞M2、巨噬细胞M0和树突状细胞数量明显减少。BS后脂肪组织中调节性T细胞、单核细胞、静止肥大细胞和浆细胞的浸润增加。新提出的IRGs特征揭示了BS的潜在免疫机制,是区分NAFLD严重程度的有希望的生物标志物。这将为肥胖和NAFLD的治疗策略提供新的见解。
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引用次数: 9
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