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Molecular Characterization and Landscape of Breast cancer Models from a multi-omics Perspective. 多组学视角下乳腺癌模型的分子表征与景观。
IF 2.5 4区 医学 Q2 Medicine Pub Date : 2023-06-03 DOI: 10.1007/s10911-023-09540-2
Mylena M O Ortiz, Eran R Andrechek

Breast cancer is well-known to be a highly heterogenous disease. This facet of cancer makes finding a research model that mirrors the disparate intrinsic features challenging. With advances in multi-omics technologies, establishing parallels between the various models and human tumors is increasingly intricate. Here we review the various model systems and their relation to primary breast tumors using available omics data platforms. Among the research models reviewed here, breast cancer cell lines have the least resemblance to human tumors since they have accumulated many mutations and copy number alterations during their long use. Moreover, individual proteomic and metabolomic profiles do not overlap with the molecular landscape of breast cancer. Interestingly, omics analysis revealed that the initial subtype classification of some breast cancer cell lines was inappropriate. In cell lines the major subtypes are all well represented and share some features with primary tumors. In contrast, patient-derived xenografts (PDX) and patient-derived organoids (PDO) are superior in mirroring human breast cancers at many levels, making them suitable models for drug screening and molecular analysis. While patient derived organoids are spread across luminal, basal- and normal-like subtypes, the PDX samples were initially largely basal but other subtypes have been increasingly described. Murine models offer heterogenous tumor landscapes, inter and intra-model heterogeneity, and give rise to tumors of different phenotypes and histology. Murine models have a reduced mutational burden compared to human breast cancer but share some transcriptomic resemblance, and representation of many breast cancer subtypes can be found among the variety subtypes. To date, while mammospheres and three- dimensional cultures lack comprehensive omics data, these are excellent models for the study of stem cells, cell fate decision and differentiation, and have also been used for drug screening. Therefore, this review explores the molecular landscapes and characterization of breast cancer research models by comparing recent published multi-omics data and analysis.

众所周知,乳腺癌是一种高度异质性的疾病。癌症的这一方面使得寻找一个反映不同内在特征的研究模型变得具有挑战性。随着多组学技术的进步,在各种模型和人类肿瘤之间建立相似之处变得越来越复杂。在这里,我们回顾了各种模型系统及其与原发性乳腺肿瘤的关系,使用现有的组学数据平台。在这里回顾的研究模型中,乳腺癌细胞系与人类肿瘤最不相似,因为它们在长期使用过程中积累了许多突变和拷贝数改变。此外,个体蛋白质组学和代谢组学图谱与乳腺癌的分子图谱并不重叠。有趣的是,组学分析显示,一些乳腺癌细胞系的初始亚型分类是不合适的。在细胞系中,主要亚型都有很好的表现,并且与原发肿瘤有一些共同的特征。相比之下,患者来源的异种移植物(PDX)和患者来源的类器官(PDO)在许多层面上都具有反映人类乳腺癌的优势,使它们成为药物筛选和分子分析的合适模型。虽然患者来源的类器官分布在管腔型、基底型和正常样亚型中,但PDX样本最初主要是基底型,但其他亚型已被越来越多地描述。小鼠模型提供了异质的肿瘤景观,模型间和模型内的异质性,并产生不同表型和组织学的肿瘤。与人类乳腺癌相比,小鼠模型具有较低的突变负担,但具有一定的转录组相似性,并且在各种亚型中可以发现许多乳腺癌亚型的代表性。迄今为止,虽然乳腺球体和三维培养缺乏全面的组学数据,但它们是研究干细胞、细胞命运决定和分化的优秀模型,也被用于药物筛选。因此,本文通过比较最近发表的多组学数据和分析,探讨了乳腺癌研究模型的分子景观和特征。
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引用次数: 1
Longitudinal analysis of bovine mammary gland development. 牛乳腺发育的纵向分析。
IF 2.5 4区 医学 Q2 Medicine Pub Date : 2023-05-30 DOI: 10.1007/s10911-023-09534-0
Alysia L Vang, Tiago Bresolin, Waneska S Frizzarini, Guilherme L Menezes, Thiago Cunha, Guilherme J M Rosa, Laura L Hernandez, Joao R R Dorea

Many studies on bovine mammary glands focus on one stage of development. Often missing in those studies are repeated measures of development from the same animals. As milk production is directly affected by amount of parenchymal tissue within the udder, understanding mammary gland growth along with visualization of its structures during development is essential. Therefore, analysis of ultrasound and histology data from the same animals would result in better understanding of mammary development over time. Thus, this research aimed to describe mammary gland development using non-invasive and invasive tools to delineate growth rate of glandular tissue responsible for potential future milk production. Mammary gland ultrasound images, biopsy samples, and blood samples were collected from 36 heifer dairy calves beginning at 10 weeks of age, and evaluated at 26, 39, and 52 weeks. Parenchyma was quantified at 10 weeks of age using ultrasound imaging and histological evaluation, and average echogenicity was utilized to quantify parenchyma at later stages of development. A significant negative correlation was detected between average echogenicity of parenchyma at 10 weeks and total adipose as a percent of histological whole tissue at 52 weeks. Additionally, a negative correlation between average daily gain at 10 and 26 weeks and maximum echogenicity at 52 weeks was present. These results suggest average daily gain and mammary gland development prior to 39 weeks of age is associated with development of the mammary gland after 39 weeks. These findings could be predictors of future milk production, however this must be further explored.

许多关于牛乳腺的研究都集中在一个发育阶段。在这些研究中,经常缺少对同一只动物的重复发育测量。由于产奶量直接受到乳腺实质组织数量的影响,因此了解乳腺生长及其发育过程中结构的可视化是至关重要的。因此,对同一动物的超声和组织学数据进行分析将有助于更好地了解乳腺的长期发育情况。因此,本研究旨在使用非侵入性和侵入性工具来描述乳腺发育,以描述负责潜在未来产奶量的腺组织的生长速度。从36只10周龄的小母牛犊牛中采集乳腺超声图像、活检样本和血液样本,并在26、39和52周龄时进行评估。在10周龄时通过超声成像和组织学评估对实质进行量化,并利用平均回声强度对发育后期的实质进行量化。在10周时,软组织的平均回声强度与52周时总脂肪占组织整体组织的百分比呈显著负相关。此外,10周和26周的平均日增重与52周的最大回声强度呈负相关。这些结果表明,39周龄前的平均日增重和乳腺发育与39周龄后的乳腺发育有关。这些发现可以预测未来的牛奶产量,但这必须进一步探索。
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引用次数: 1
ERBB Receptors and Their Ligands in the Developing Mammary Glands of Different Species: Fifteen Characters in Search of an Author. 不同物种乳腺发育中的ERBB受体及其配体:15个特征寻找作者。
IF 2.5 4区 医学 Q2 Medicine Pub Date : 2023-05-23 DOI: 10.1007/s10911-023-09538-w
Alessia Morato, Paolo Accornero, Russell C Hovey

The ERBB tyrosine kinase receptors and their ligands belong to a complex family that has diverse biological effects and expression profiles in the developing mammary glands, where its members play an essential role in translating hormone signals into local effects. While our understanding of these processes stems mostly from mouse models, there is the potential for differences in how this family functions in the mammary glands of other species, particularly in light of their unique histomorphological features. Herein we review the postnatal distribution and function of ERBB receptors and their ligands in the mammary glands of rodents and humans, as well as for livestock and companion animals. Our analysis highlights the diverse biology for this family and its members across species, the regulation of their expression, and how their roles and functions might be modulated by varying stromal composition and hormone interactions. Given that ERBB receptors and their ligands have the potential to influence processes ranging from normal mammary development to diseased states such as cancer and/or mastitis, both in human and veterinary medicine, a more complete understanding of their biological functions should help to direct future research and the identification of new therapeutic targets.

ERBB酪氨酸激酶受体及其配体属于一个复杂的家族,在发育中的乳腺中具有不同的生物学效应和表达谱,其成员在将激素信号转化为局部效应方面发挥重要作用。虽然我们对这些过程的理解主要来自小鼠模型,但该家族在其他物种乳腺中的功能可能存在差异,特别是考虑到它们独特的组织形态学特征。本文综述了ERBB受体及其配体在啮齿动物、人类以及家畜和伴侣动物乳腺中的分布和功能。我们的分析强调了该家族及其成员在不同物种中的多样性生物学,它们的表达调节,以及它们的角色和功能如何通过不同的基质成分和激素相互作用来调节。鉴于ERBB受体及其配体有可能影响从正常乳腺发育到疾病状态(如癌症和/或乳腺炎)的过程,无论是在人类医学还是兽医学中,对其生物学功能的更全面了解应该有助于指导未来的研究和确定新的治疗靶点。
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引用次数: 0
FGFR2 Controls Growth, Adhesion and Migration of Nontumorigenic Human Mammary Epithelial Cells by Regulation of Integrin β1 Degradation. FGFR2通过调节整合素β1降解控制非致瘤性人乳腺上皮细胞的生长、粘附和迁移。
IF 2.5 4区 医学 Q2 Medicine Pub Date : 2023-05-16 DOI: 10.1007/s10911-023-09537-x
Kamil Mieczkowski, Marta Popeda, Dagmara Lesniak, Rafal Sadej, Kamila Kitowska

The role of fibroblast growth factor receptor 2 (FGFR2), an important mediator of stromal paracrine and autocrine signals, in mammary gland morphogenesis and breast cancer has been extensively studied over the last years. However, the function of FGFR2 signalling in the initiation of mammary epithelial oncogenic transformation remains elusive. Here, FGFR2-dependent behaviour of nontumorigenic model of mammary epithelial cells was studied. In vitro analyses demonstrated that FGFR2 regulates epithelial cell communication with extracellular matrix (ECM) proteins. Silencing of FGFR2 significantly changed the phenotype of cell colonies in three-dimensional cultures, decreased integrins α2, α5 and β1 protein levels and affected integrin-driven processes, such as cell adhesion and migration. More detailed analysis revealed the FGFR2 knock-down-induced proteasomal degradation of integrin β1. Analysis of RNA-seq databases showed significantly decreased FGFR2 and ITGB1 mRNA levels in breast tumour samples, when compared to non-transformed tissues. Additionally, high risk healthy individuals were found to have disrupted correlation profiles of genes associated with FGFR2 and integrin signalling, cell adhesion/migration and ECM remodelling. Taken together, our results strongly suggest that FGFR2 loss with concomitant integrin β1 degradation is responsible for deregulation of epithelial cell-ECM interactions and this process may play an important role in the initiation of mammary gland epithelial tumorigenesis.

成纤维细胞生长因子受体2 (FGFR2)是基质旁分泌和自分泌信号的重要介质,在乳腺形态发生和乳腺癌中的作用在过去几年中得到了广泛的研究。然而,FGFR2信号传导在启动乳腺上皮癌性转化中的功能仍然难以捉摸。本研究研究了乳腺上皮细胞非致瘤性模型中fgfr2依赖性行为。体外分析表明,FGFR2调节上皮细胞与细胞外基质(ECM)蛋白的通讯。FGFR2的沉默显著改变了三维培养中细胞集落的表型,降低了整合素α2、α5和β1蛋白水平,并影响了整合素驱动的过程,如细胞粘附和迁移。更详细的分析显示FGFR2敲除诱导整合素β1的蛋白酶体降解。RNA-seq数据库分析显示,与未转化组织相比,乳腺肿瘤样本中FGFR2和ITGB1 mRNA水平显著降低。此外,高风险健康个体被发现具有与FGFR2和整合素信号、细胞粘附/迁移和ECM重塑相关的基因的相关谱被破坏。综上所述,我们的研究结果强烈表明,FGFR2缺失伴随整合素β1降解是导致上皮细胞与ecm相互作用失调的原因,这一过程可能在乳腺上皮肿瘤发生的开始过程中发挥重要作用。
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引用次数: 0
Culture Models to Investigate Mechanisms of Milk Production and Blood-Milk Barrier in Mammary Epithelial Cells: a Review and a Protocol. 研究乳腺上皮细胞产乳和血-乳屏障机制的培养模型:综述和方案。
IF 2.5 4区 医学 Q2 Medicine Pub Date : 2023-05-01 DOI: 10.1007/s10911-023-09536-y
Ken Kobayashi

Mammary epithelial cells (MECs) are the only cell type that produces milk during lactation. MECs also form less-permeable tight junctions (TJs) to prevent the leakage of milk and blood components through the paracellular pathway (blood-milk barrier). Multiple factors that include hormones, cytokines, nutrition, and temperature regulate milk production and TJ formation in MECs. Multiple intracellular signaling pathways that positively and negatively regulate milk production and TJ formation have been reported. However, their regulatory mechanisms have not been fully elucidated. In addition, unidentified components that regulate milk production in MECs likely exist in foods, for example plants. Culture models of functional MECs that recapitulate milk production and TJs are useful tools for their study. Such models enable the elimination of indirect effects via cells other than MECs and allows for more detailed experimental conditions. However, culture models of MECs with inappropriate functionality may result in unphysiological reactions that never occur in lactating mammary glands in vivo. Here, I briefly review the physiological functions of alveolar MECs during lactation in vivo and culture models of MECs that feature milk production and less-permeable TJs, together with a protocol for establishment of MEC culture with functional TJ barrier and milk production capability using cell culture inserts.

乳腺上皮细胞(MECs)是哺乳期唯一产生乳汁的细胞类型。mec还形成不易渗透的紧密连接(TJs),以防止乳和血液成分通过细胞旁途径(血-乳屏障)渗漏。包括激素、细胞因子、营养和温度在内的多种因素调节着mec的产奶量和TJ形成。多种细胞内信号通路正向和负向调节产奶量和TJ的形成。然而,它们的调控机制尚未完全阐明。此外,mec中调节牛奶产量的未知成分可能存在于食物中,例如植物。功能mec的培养模型概括了牛奶产量和tj是他们研究的有用工具。这种模型能够消除通过mec以外的细胞产生的间接影响,并允许更详细的实验条件。然而,功能不合适的mec培养模型可能导致体内泌乳乳腺中从未发生过的非生理性反应。在这里,我简要回顾了哺乳期间肺泡MEC的生理功能,以及具有产奶和低渗透性TJ的MEC培养模型,以及使用细胞培养插入物建立具有功能性TJ屏障和产奶能力的MEC培养方案。
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引用次数: 2
The Serotonergic System and Bone Metabolism During Pregnancy and Lactation and the Implications of SSRI Use on the Maternal-Offspring Dyad. 妊娠期和哺乳期的羟色胺能系统和骨代谢以及使用 SSRI 对母子二人的影响。
IF 2.5 4区 医学 Q2 Medicine Pub Date : 2023-04-22 DOI: 10.1007/s10911-023-09535-z
Hannah P Fricke, Laura L Hernandez

Lactation is a physiological adaptation of the class Mammalia and is a product of over 200 million years of evolution. During lactation, the mammary gland orchestrates bone metabolism via serotonin signaling in order to provide sufficient calcium for the offspring in milk. The role of serotonin in bone remodeling was first discovered over two decades ago, and the interplay between serotonin, lactation, and bone metabolism has been explored in the years following. It is estimated that postpartum depression affects 10-15% of the population, and selective serotonin reuptake inhibitors (SSRI) are often used as the first-line treatment. Studies conducted in humans, nonhuman primates, sheep, and rodents have provided evidence that there are consequences on both parent and offspring when serotonin signaling is disrupted during the peripartal period; however, the long-term consequences of disruption of serotonin signaling via SSRIs during the peripartal period on the maternal and offspring skeleton are not fully known. This review will focus on the relationship between the mammary gland, serotonin, and bone remodeling during the peripartal period and the skeletal consequences of the dysregulation of the serotonergic system in both human and animal studies.

哺乳是哺乳纲动物的一种生理适应,是 2 亿多年进化的产物。哺乳期间,乳腺通过血清素信号协调骨代谢,以便通过乳汁为后代提供充足的钙。血清素在骨重塑中的作用在二十多年前首次被发现,随后几年人们一直在探索血清素、泌乳和骨代谢之间的相互作用。据估计,产后抑郁症影响着 10-15% 的人口,选择性血清素再摄取抑制剂(SSRI)通常被用作一线治疗药物。在人类、非人灵长类动物、绵羊和啮齿类动物中进行的研究已经提供了证据,证明围产期血清素信号转导中断会对父母和后代造成影响;但是,围产期通过 SSRIs 干扰血清素信号转导对母体和后代骨骼造成的长期影响尚不完全清楚。本综述将重点探讨围产期乳腺、血清素和骨骼重塑之间的关系,以及血清素能系统失调对人类和动物骨骼造成的后果。
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引用次数: 1
Associations Between Dog Breed and Clinical Features of Mammary Epithelial Neoplasia in Bitches: an Epidemiological Study of Submissions to a Single Diagnostic Pathology Centre Between 2008-2021. 犬种与母狗乳腺上皮瘤临床特征之间的关系:2008-2021年间提交给单一诊断病理中心的流行病学研究
IF 2.5 4区 医学 Q2 Medicine Pub Date : 2023-03-24 DOI: 10.1007/s10911-023-09531-3
Grace Edmunds, Sam Beck, Kedar Umakant Kale, Irena Spasic, Dan O'Neill, David Brodbelt, Matthew J Smalley

Mammary cancer is one of the most common neoplasms of dogs, primarily bitches. While studies have been carried out identifying differing risk of mammary neoplasia in different dog breeds, few studies have reported associations between dog breeds and clinical features such as number of neoplastic lesions found in an individual case or the likelihood of lesions being benign or malignant. Such epidemiological studies are essential as a foundation for exploring potential genetic drivers of mammary tumour behaviour. Here, we have examined associations between breed, age and neuter status and the odds of a diagnosis of a mammary epithelial-origin neoplastic lesion (as opposed to any other histopathological diagnosis from a biopsied lesion) as well as the odds of a bitch presenting with either a single mammary lesion or multiple lesions, and the odds that those lesions are benign or malignant. The study population consisted of 129,258 samples from bitches, including 13,401 mammary epithelial neoplasms, submitted for histological assessment to a single histopathology laboratory between 2008 and 2021.In multivariable analysis, breed, age and neuter status were all significantly associated with the odds of a diagnosis of a mammary epithelial-origin neoplastic lesion. Smaller breeds were more likely to receive such a diagnosis. In cases diagnosed with a mammary epithelial neoplasm, these three factors were also significantly associated with the odds of diagnosis with a malignant lesion and of diagnosis with multiple lesions. Notably, while neutered animals were less likely to have a mammary epithelial neoplasm diagnosed, and were less likely to have multiple neoplasms, they were more likely to have malignant disease. Exploration of the patterns of risk of developing malignant disease, or multiple lesions, across individual breeds showed no breed with increased odds of both outcomes. Breeds with altered odds compared to the Crossbreed baseline were either at increased risk of malignant disease and decreased risk of multiple lesions, or vice versa, or they were at significantly altered odds of one outcome with no change in the other outcome. Our analysis supports the hypothesis that age, neuter status and intrinsic biological and genetic factors all combine to influence the biological heterogeneity of canine mammary neoplasia.

乳腺癌是狗最常见的肿瘤之一,主要是母狗。虽然已经进行了研究,确定了不同犬种患乳腺肿瘤的不同风险,但很少有研究报道犬种与临床特征之间的关系,例如单个病例中发现的肿瘤病变数量或病变是良性还是恶性的可能性。这种流行病学研究对于探索乳腺肿瘤行为的潜在遗传驱动因素至关重要。在这里,我们研究了犬种、年龄和中性状态与乳腺上皮源性肿瘤病变的诊断几率(相对于任何其他活检病变的组织病理学诊断)之间的关系,以及母狗单发或多发乳腺病变的几率,以及这些病变是良性或恶性的几率。研究人群包括来自母狗的129258份样本,其中包括13401份乳腺上皮肿瘤,在2008年至2021年期间提交给单一组织病理学实验室进行组织学评估。在多变量分析中,品种、年龄和中性状态都与乳腺上皮源性肿瘤病变的诊断几率显著相关。较小的品种更有可能得到这样的诊断。在诊断为乳腺上皮肿瘤的病例中,这三个因素也与诊断为恶性病变和诊断为多发性病变的几率显著相关。值得注意的是,虽然绝育的动物不太可能被诊断出患有乳腺上皮肿瘤,也不太可能患有多发性肿瘤,但它们更有可能患有恶性疾病。对个体品种发生恶性疾病或多重病变的风险模式的探索表明,没有品种增加了这两种结果的几率。与杂交品种基线相比,几率发生改变的品种要么恶性疾病的风险增加,多发性病变的风险降低,反之亦然,要么一种结果的几率显著改变,而另一种结果没有变化。我们的分析支持这样的假设,即年龄、中性状态和内在的生物学和遗传因素共同影响犬乳腺肿瘤的生物学异质性。
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引用次数: 1
Correction to: Valine Treatment Enhances Antimicrobial Component Production in Mammary Epithelial Cells and the Milk of Lactating Goats Without Influencing the Tight Junction Barrier. 修正:缬氨酸处理提高乳腺上皮细胞和泌乳山羊乳中抗菌成分的产生,而不影响紧密连接屏障。
IF 2.5 4区 医学 Q2 Medicine Pub Date : 2023-03-14 DOI: 10.1007/s10911-023-09533-1
Yusaku Tsugami, Takahiro Nii, Naoki Isobe
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引用次数: 1
Correction to: Rank ectopic expression in the presence of Neu and PyMT oncogenes alters mammary epithelial cell populations and their tumorigenic potential. 更正:Neu和PyMT癌基因存在时,Rank异位表达改变了乳腺上皮细胞群及其致瘤潜能。
IF 2.5 4区 医学 Q2 Medicine Pub Date : 2023-03-07 DOI: 10.1007/s10911-023-09532-2
Alex Cordero, Patricia G Santamaría, Eva González-Suárez
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引用次数: 0
Valine Treatment Enhances Antimicrobial Component Production in Mammary Epithelial Cells and the Milk of Lactating Goats Without Influencing the Tight Junction Barrier. 缬氨酸处理在不影响紧密连接屏障的情况下提高了哺乳山羊乳腺上皮细胞和乳汁中抗菌成分的产生。
IF 2.5 4区 医学 Q2 Medicine Pub Date : 2023-02-18 DOI: 10.1007/s10911-023-09529-x
Yusaku Tsugami, Takahiro Nii, Naoki Isobe

The production of antimicrobial components and the formation of less-permeable tight junctions (TJs) are important in the defense system of lactating mammary glands and for safe dairy production. Valine is a branched-chain amino acid that is actively consumed in the mammary glands and promotes the production of major milk components like β-casein; additionally, branched-chain amino acids stimulate antimicrobial component production in the intestines. Therefore, we hypothesized that valine strengthens the mammary gland defense system without influencing milk production. We investigated the effects of valine in vitro using cultured mammary epithelial cells (MECs) and in vivo using the mammary glands of lactating Tokara goats. Valine treatment at 4 mM increased the secretion of S100A7 and lactoferrin as well as the intracellular concentration of β-defensin 1 and cathelicidin 7 in cultured MECs. In addition, an intravenous injection of valine increased S100A7 levels in the milk of Tokara goats without influencing milk yield and milk components (i.e., fat, protein, lactose, and solids). In contrast, valine treatment did not affect TJ barrier function either in vitro or in vivo. These findings indicate that valine enhances antimicrobial component production without influencing milk production and TJ barrier function in lactating mammary glands; thus, valine contributes to safe dairy production.

抗菌成分的产生和不易渗透的紧密连接(TJs)的形成对泌乳乳腺的防御系统和安全乳制品生产至关重要。缬氨酸是一种支链氨基酸,在乳腺中被积极消耗,并促进乳中主要成分如β-酪蛋白的产生;此外,支链氨基酸刺激肠道中抗菌成分的产生。因此,我们假设缬氨酸在不影响产奶量的情况下增强了乳腺防御系统。研究了缬氨酸在体外培养的乳腺上皮细胞(MECs)和在体内哺乳的托卡拉山羊乳腺中的作用。缬氨酸在4 mM处理时增加了培养mec细胞中S100A7和乳铁蛋白的分泌,以及细胞内β-防御素1和抗菌素7的浓度。此外,静脉注射缬氨酸增加了托卡拉山羊乳中的S100A7水平,而不影响产奶量和乳成分(即脂肪、蛋白质、乳糖和固体)。相比之下,缬氨酸治疗在体内和体外均未影响TJ屏障功能。上述结果表明,缬氨酸在不影响泌乳乳腺泌乳量和TJ屏障功能的情况下提高了抗菌成分的产生;因此,缬氨酸有助于安全的乳制品生产。
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引用次数: 3
期刊
Journal of Mammary Gland Biology and Neoplasia
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