Carbohydrate Metabolism, Inborn Errors

碳水化合物代谢,天生的错误
  • 文章类型: Journal Article
    对双糖酶活性的遗传决定因素的研究为改善胃肠病学的诊断和选择医疗策略开辟了新的前景。该研究的目的是将蔗糖酶-异麦芽糖酶基因(SI)在调节蔗糖代谢中的作用以及SI突变对蔗糖吸收不良疾病(蔗糖酶-异麦芽糖酶缺乏症,SID)和不同人群中某些形式的肠道病理学。材料和方法。对同行评审的科学文献的回顾,主要在PubMed数据库(https://pubmed.ncbi.nlm.nih.gov)和eLibrary(https://elibrary。ru),使用关键词:碳水化合物吸收不良,蔗糖酶,蔗糖酶-异麦芽糖酶缺乏症,蔗糖酶-异麦芽糖酶SI基因。未指定搜索深度,但特别关注最近的出版物。gnomAD数据库(https://www.ncbi.nlm.nih.gov/snp/rs781470490)也被使用。结果。根据审查结果,已证实150个已知SI基因突变中有37个导致蔗糖酶活性降低或蔗糖酶产量受限。SI基因中的点突变的患病率估计为0.0006%,但SIdelAG删除的载波速率(rs781470490),表现为SID中的纯合性,在东亚和美洲北极地区的土著人口中,这一比例很高(5-21%)。医学遗传学研究方法提高了原发性和继发性SID以及其他形式的二糖和多糖吸收不良的鉴别诊断的准确性。关于蔗糖酶-异麦芽糖酶不足的遗传决定因素的普遍性的数据库的形成是改进SID流行病学的有希望的方法。在Chukotka中SIdelAG突变的纯合携带者中,SID临床表现的风险增加(0.2-2.3%),堪察加半岛,和北部的Priochotye人口。建议验证与对照组相比,SIdelAG携带者脂质代谢紊乱趋势较不明显的报告。结论。表型中突变SI变体的表现与伴随的碳水化合物吸收不良变体和特定肠道微生物群的存在有关。SI15Phe变体(rs9290264)可能有助于肠易激综合征的发展。
    The study of the genetic determinants of the disaccharidase activity opens up new prospects for improving diagnostics and choosing medical tactics in gastroenterology. The aim of the study was to systematize the data on the role of the sucrase-isomaltase gene (SI) in regulating sucrose metabolism and the contribution of SI mutations to the prevalence of sucrose malabsorption disorders (sucrase-isomaltase deficiency, SID) and certain forms of enterological pathology in different population groups. Material and methods. A review of the peer-reviewed scientific literature, mainly in the PubMed database (https://pubmed.ncbi.nlm.nih.gov) and eLibrary (https://elibrary.ru), was conducted using key words: carbohydrate malabsorption, sucrase, sucrase-isomaltase deficiency, sucrase-isomaltase SI gene. The search depth was not specified, but particular attention was paid to recent publications. The gnomAD database (https://www.ncbi.nlm. nih.gov/snp/rs781470490) was also used. Results. According to the review results, 37 out of 150 known SI gene mutations have been confirmed to contribute to reduced sucrase activity or restricted sucrase production. The prevalence of point mutations in the SI gene is estimated at 0.0006%, but carrier rates of the SI delAG deletion (rs781470490), manifested as homozygosity in SID, are very high (5-21%) in indigenous populations of Arctic regions in East Asia and America. Medicalgenetic research methods improve the accuracy of differential diagnosis of primary and secondary SID and other forms of disaccharide and polysaccharide malabsorption. The formation of databases on the prevalence of genetic determinants of sucrase-isomaltase insufficiency is a promising way to refine the epidemiology of SID. There is an increased (0.2-2.3%) risk of clinical manifestations of SID in homozygous carriers of the SI delAG mutation in the Chukotka, Kamchatka, and Northern Priochotye populations. Verification of reports on a less pronounced tendency to lipid metabolism disorders in SI delAG carriers compared with the control group is recommended. Conclusion. Manifestations of mutant SI variants in the phenotype are associated with the presence of accompanying carbohydrate malabsorption variants and specific gut microbiota. The SI 15Phe variant (rs9290264) may contribute to the development of irritable bowel syndrome.
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  • 文章类型: Journal Article
    目的:葡萄糖转运蛋白-1(GLUT1)缺乏综合征(GLUT1-DS)是一种由于中枢神经系统葡萄糖转运蛋白GLUT1表达减少而导致的代谢紊乱。GLUT1-DS是由杂合SLC2A1变体引起的,这些变体大多是从头出现的。这里,我们报道了一个具有与一个新的SLC2A1变异体相关的异质性表型的大家族。
    方法:我们介绍了一个五代GLUT1-DS家族的临床和遗传特征。
    结果:14名(9名活着的)受影响成员具有异质性表型,包括缉获量(11/14),行为障碍(5/14),轻度智力残疾(3/14),和/或步态障碍(2/14)。脑磁共振成像显示8岁先证者海马硬化,他们也有与注意力缺陷/多动障碍相关的药物反应性缺席。他52岁的父亲,从小就患有局灶性癫痫,与低血糖相关的可逆性脊髓炎相关的轻瘫。分子研究在SLC2A1(NM:006516.2)的外显子4中检测到一种新的杂合错义变体(c.442C>T),该变体与疾病分离。此变体导致氨基酸替换(p。Pro149Leu)位于GLUT1的第四跨膜片段,这是位于其催化核心的重要结构域。
    结论:我们的研究说明了家族性GLUT1-DS的极端异质性表型,从温和的经典表型到更微妙的神经系统疾病,包括轻瘫。这种新的SLC2A1变体(c.442C>T)提供了对GLUT1-DS的病理生理学的新见解。
    OBJECTIVE: Glucose transporter-1 (GLUT1) deficiency syndrome (GLUT1-DS) is a metabolic disorder due to reduced expression of GLUT1, a glucose transporter of the central nervous system. GLUT1-DS is caused by heterozygous SLC2A1 variants that mostly arise de novo. Here, we report a large family with heterogeneous phenotypes related to a novel SLC2A1 variant.
    METHODS: We present clinical and genetic features of a five-generation family with GLUT1-DS.
    RESULTS: The 14 (nine living) affected members had heterogeneous phenotypes, including seizures (11/14), behavioral disturbances (5/14), mild intellectual disability (3/14), and/or gait disabilities (2/14). Brain magnetic resonance imaging revealed hippocampal sclerosis in the 8-year-old proband, who also had drug-responsive absences associated with attention-deficit/hyperactivity disorder. His 52-year-old father, who had focal epilepsy since childhood, developed paraparesis related to a reversible myelitis associated with hypoglycorrhachia. Molecular study detected a novel heterozygous missense variant (c.446C>T) in exon 4 of SLC2A1 (NM: 006516.2) that cosegregated with the illness. This variant causes an amino acid replacement (p.Pro149Leu) at the fourth transmembrane segment of GLUT1, an important domain located at its catalytic core.
    CONCLUSIONS: Our study illustrates the extremely heterogenous phenotypes in familial GLUT1-DS, ranging from milder classic phenotypes to more subtle neurological disorder including paraparesis. This novel SLC2A1 variant (c.446C>T) provides new insight into the pathophysiology of GLUT1-DS.
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  • 文章类型: Journal Article
    目的:食物不良反应,经常被低估,包括先天性单糖-二糖代谢紊乱,产生不同的结果,如腹痛,腹泻,出血性疾病,甚至死亡。这项研究回顾了与这些疾病相关的遗传变异,在接受全外显子组序列分析(WES)的队列中,确定载波频率和基因型-表型相关性。
    方法:来自484名患者的数据,使用基因面板(ALDOB,FBP1,GALE,GALK1,GALM,GALT,LCT,SLC2A2,SLC5A1,SI)用于先天性单糖-二糖代谢障碍。使用xGenExome研究小组v2试剂盒对患者进行WES,利用下一代序列分析(NGS)。这项研究包括致病性,可能致病,和不确定显著性变体(VUS)变体。
    结果:在484名患者中(244名女性,240男性),在所分析的基因中,17.35%携带99个变体(67个不同的)。致病/可能致病等位基因频率为0.013,而VUS等位基因频率为0.088。值得注意的是,44%(37/84)的突变患者表现出至少一种相关表型。运输频率范围从1:25(SI基因)到1:968(GALE基因),估计疾病频率从1:2500到1:3748000。
    结论:我们的研究强调了隐性遗传病杂合携带者的临床表现,解决先天性单糖-二糖代谢紊乱的携带者频率和表型效应的差距。这些知识可以改善这些疾病的诊断和管理,可能预防不良食物反应及其相关并发症。
    OBJECTIVE: Adverse food reactions, often underestimated, encompass congenital monosaccharide-disaccharide metabolism disorders, yielding diverse outcomes such as abdominal pain, diarrhea, bleeding disorders, and even death. This study retrospectively scrutinized genetic variants linked to these disorders in a cohort subjected to whole-exome sequence analysis (WES), determining carrier frequencies and genotype-phenotype correlations.
    METHODS: Data from 484 patients, were retrospectively analyzed using a gene panel (ALDOB, FBP1, GALE, GALK1, GALM, GALT, LCT, SLC2A2, SLC5A1, SI) for congenital monosaccharide-disaccharide metabolism disorders. WES was performed on patients using the xGen Exome Research Panel v2 kit, utilizing Next Generation Sequence Analysis (NGS). The study encompassed pathogenic, likely pathogenic, and variant of uncertain significance (VUS) variants.
    RESULTS: Among 484 patients (244 female, 240 male), 17.35% carried 99 variants (67 distinct) in the analyzed genes. Pathogenic/likely pathogenic allele frequency stood at 0.013, while VUS allele frequency was 0.088. Notably, 44% (37/84) of patients harboring mutations manifested at least one relevant phenotype. Carriage frequencies ranged from 1:25 (SI gene) to 1:968 (GALE gene), with the estimated disease frequency spanning from 1:2500 to 1:3748000.
    CONCLUSIONS: Our study underscores clinical manifestations in heterozygous carriers of recessive genetic disorders, addressing gaps in carrier frequencies and phenotypic effects for congenital monosaccharide-disaccharide metabolism disorders. This knowledge can improve these conditions\' diagnosis and management, potentially preventing adverse food reactions and their associated complications.
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  • 文章类型: Journal Article
    Triosephosphate isomerase deficiency (TPI DF) is a severe multisystem degenerative disease, manifested clinically as hemolytic anemia, neuromuscular abnormalities, and susceptibility to infection, frequently leading to death within 5 years of onset. There is a lack of effective clinical treatment as the pathogenesis underlying TPI DF remains largely unknown. In this study, we generate a transgenic zebrafish line [Tg(Ubi:TPI1E105D-eGFP)] with the human TPI1E105D (hTPI1E105D) mutation, which is the most recurrent mutation in TPI DF patients. Overexpression of hTPI1E105D affects the development of erythroid and myeloid cells and leads to impaired neural and muscular development. In conclusion, we create a TPI DF zebrafish model to recapitulate the majority clinical features of TPI DF patients, providing a new animal model for pathogenesis study and drug screening of TPI DF.
    磷酸丙糖异构酶缺乏症(triosephosphate isomerase deficiency,TPI DF)是一种严重的多系统退行性疾病,通常表现为溶血性贫血、神经肌肉功能障碍和易感染,患者多于起病5年内死亡。目前尚不清楚TPI DF的具体发病机制,缺乏有效的临床治疗方法。本研究选取TPI DF患者中最常见的突变位点TPI1E105D,构建了表达人源性TPI1E105D(hTPI1E105D)的转基因斑马鱼(Danio rerio)模型[Tg(Ubi:TPI1E105D-eGFP)]。功能分析表明,过表达TPI1E105D影响红系及髓系细胞发育、导致神经以及肌肉发育异常。综上所述,本研究构建了磷酸丙糖异构酶缺乏症的斑马鱼疾病模型,并能够复现TPI DF患者的大部分临床表型,该模型为后续研究TPI DF的发病机制及药物筛选提供了新的实验动物模型。.
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  • 文章类型: Case Reports
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  • 文章类型: Journal Article
    先天性蔗糖酶-异麦芽糖酶缺乏症(CSID)是由蔗糖酶-异麦芽糖酶(SI)基因变体引起的一种罕见的遗传性碳水化合物吸收不良疾病。在CSID中,一种常染色体隐性遗传病,在具有杂合突变的个体中也可以看到症状。
    对2014年至2022年期间患有慢性腹泻的个体进行了回顾性评估,并且由于饮食相关投诉而考虑到CSID对SI基因进行了基因检测。
    对10例慢性腹泻患者进行SI基因测序。在诊断为CSID且其症状通过酶替代疗法改善的患者中,发现遗传突变的接合性为杂合性,率为90%。在10%的患者中,突变是纯合的。限制食用蔗糖和异麦芽糖食物减少了患者的投诉,但症状并没有完全消失。随着糖脂酶替代疗法的开始,病人的抱怨完全消失了。
    在CSID中,定义为常染色体隐性疾病,临床症状也可以在先前描述为携带者的杂合子病例中看到,这些患者也受益于糖糖苷酶替代治疗。根据这些发现,CSID的常染色体隐性定义不能完全表征该疾病.已知:CSID是一种罕见的遗传性碳水化合物吸收不良障碍,由蔗糖酶-异麦芽糖酶基因变体引起。在先天性蔗糖酶-异麦芽糖酶缺乏症中,一种常染色体隐性遗传性疾病,在具有杂合突变的个体中也可以看到症状。新功能:在杂合子病例中也可以看到严重的疾病症状,这被认为是携带者,因为这种疾病以前被描述为常染色体隐性遗传。糖糖苷酶替代疗法还消除了具有杂合CSID突变的患者的疾病症状。这是关于Türkiye和欧洲蔗糖酶-异麦芽糖酶缺乏症儿科组的第二项研究。
    这是一项评估我国成人和儿童慢性腹泻病例中先天性蔗糖酶-异麦芽糖酶缺乏的研究,以及这些患者中检测到的变异的临床特征和治疗反应特征。此外,我们研究的另一个目的是在鉴别诊断中应考虑蔗糖酶-异麦芽糖酶缺乏,并应牢记,尤其是在儿童时期无法确定病因的慢性腹泻病例中。
    UNASSIGNED: Congenital sucrase-isomaltase deficiency (CSID) is a rare inherited carbohydrate malabsorption disorder caused by sucrase-isomaltase (SI) gene variants. In CSID, an autosomal recessively inherited disease, symptoms can also be seen in individuals with heterozygous mutations.
    UNASSIGNED: The variant spectrum was evaluated retrospectively in individuals who presented with chronic diarrhea between 2014 and 2022 and had undergone genetic testing of the SI gene considering CSID due to diet-related complaints.
    UNASSIGNED: Ten patients with chronic diarrhea were genetically evaluated with SI gene sequencing. In patients diagnosed with CSID and whose symptoms improved with enzyme replacement therapy, the genetic mutation zygosity was found to be heterozygous at a rate of 90%. In 10% of the patients, the mutation was homozygous. Limiting consuming sucrose and isomaltose foods reduced the patients\' complaints, but the symptoms did not disappear completely. With the initiation of sacrosidase enzyme replacement therapy, the patient\'s complaints completely disappeared.
    UNASSIGNED: In CSID, defined as an autosomal recessive disease, clinical symptoms can also be seen in heterozygous cases previously described as carriers, and these patients also benefit from sacrosidase enzyme replacement therapy. In light of these findings, the autosomal recessive definition of CSID does not fully characterize the disease.What is Known:CSID is a rare inherited carbohydrate malabsorption disorder caused by sucrase-isomaltase gene variants.In congenital sucrase-isomaltase deficiency, an autosomal recessively inherited disorder, symptoms can also be seen in individuals with heterozygous mutations.What is new:Severe disease symptoms can also be seen in heterozygous cases, which were thought to be carriers because the disease was previously described as autosomal recessive.Sacrosidase enzyme replacement therapy also eliminates the disease symptoms in patients with heterozygous CSID mutations.This is the second study on sucrase-isomaltase enzyme deficiency pediatric groups in Türkiye and Europe.
    This is the study to evaluate the congenital sucrase-isomaltase enzyme deficiency in chronic diarrhea cases covering adults and childhood in our country and the clinical features and treatment response characteristics of the variants detected in these patients.In addition, another aim of our study is that sucrase–isomaltase enzyme deficiency should be considered in the differential diagnosis and should be kept in mind, especially in cases with chronic diarrhea whose cause cannot be determined in childhood.
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  • 文章类型: Journal Article
    碳水化合物不耐受,通常与乳糖的消费有关,果糖,或山梨糖醇,影响高收入国家高达30%的人口。虽然山梨醇不耐受归因于吸收不良,潜在的机制仍未解决。这里,我们表明,抗生素暴露与高脂肪摄入相结合的历史通过减少梭菌丰度引发小鼠持久的山梨糖醇不耐受,这损害了微生物山梨醇的分解代谢。通过接种益生菌大肠杆菌来恢复山梨糖醇分解代谢,可以保护小鼠免受山梨糖醇不耐受,但不能恢复梭菌的丰度。用丁酸产生者接种厌氧菌,恢复了正常的梭菌丰度,即使益生菌被清除,也能保护小鼠免受山梨醇引起的腹泻。丁酸通过刺激上皮过氧化物酶体增殖物激活受体γ(PPAR-γ)信号以恢复结肠中的上皮缺氧,从而恢复梭菌的丰度。总的来说,这些机制的见解确定微生物山梨醇分解代谢作为诊断方法的潜在目标,治疗,和预防山梨醇不耐受。
    Carbohydrate intolerance, commonly linked to the consumption of lactose, fructose, or sorbitol, affects up to 30% of the population in high-income countries. Although sorbitol intolerance is attributed to malabsorption, the underlying mechanism remains unresolved. Here, we show that a history of antibiotic exposure combined with high fat intake triggered long-lasting sorbitol intolerance in mice by reducing Clostridia abundance, which impaired microbial sorbitol catabolism. The restoration of sorbitol catabolism by inoculation with probiotic Escherichia coli protected mice against sorbitol intolerance but did not restore Clostridia abundance. Inoculation with the butyrate producer Anaerostipes caccae restored a normal Clostridia abundance, which protected mice against sorbitol-induced diarrhea even when the probiotic was cleared. Butyrate restored Clostridia abundance by stimulating epithelial peroxisome proliferator-activated receptor-gamma (PPAR-γ) signaling to restore epithelial hypoxia in the colon. Collectively, these mechanistic insights identify microbial sorbitol catabolism as a potential target for approaches for the diagnosis, treatment, and prevention of sorbitol intolerance.
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  • 文章类型: Journal Article
    遗传蔗糖酶-异麦芽糖酶缺乏症(GSID)是由于蔗糖酶-异麦芽糖酶(SI)基因的突变而导致的消化蔗糖和潜在淀粉的能力的遗传性缺陷。从历史上看,先天性蔗糖酶-异麦芽糖酶缺乏症被认为是一种罕见的疾病,因为它开始暴露于膳食蔗糖,会影响患有慢性腹泻的婴儿。越来越多的证据表明,患有SI变异的个体可能会在以后的生活中出现,症状与肠易激综合征重叠。SI遗传变异的存在可能,无论是单独还是组合,影响酶活性并导致不同严重程度的症状。因此,这个遗传性疾病更合适的术语是GSID,识别一系列严重程度和表现开始。目前,十二指肠粘膜组织匀浆的双糖酶测定是诊断SI缺陷的金标准。SI酶的缺乏可以在出生时(遗传)或后来获得,通常与肠刷状缘膜的损伤有关。其他非侵入性诊断替代方案,如蔗糖呼气试验可能是有用的,但需要进一步验证。GSID的管理基于蔗糖和针对个体患者的耐受性和症状的潜在淀粉限制。由于这种方法可能具有挑战性,用市售的糖糖苷酶进行额外的处理是可用的。然而,一些患者可能需要继续限制淀粉.需要进一步的研究来澄清SI缺乏症的真实患病率,单一SI杂合突变的病理学,并在儿科人群中定义最佳诊断和治疗算法。
    Genetic sucrase-isomaltase deficiency (GSID) is an inherited deficiency in the ability to digest sucrose and potentially starch due to mutations in the sucrase-isomaltase (SI) gene. Congenital sucrase-isomaltase deficiency is historically considered to be a rare condition affecting infants with chronic diarrhea as exposure to dietary sucrose begins. Growing evidence suggests that individuals with SI variants may present later in life, with symptoms overlapping with those of irritable bowel syndrome. The presence of SI genetic variants may, either alone or in combination, affect enzyme activity and lead to symptoms of different severity. As such, a more appropriate term for this inherited condition is GSID, with a recognition of a spectrum of severity and onset of presentation. Currently, disaccharidase assay on duodenal mucosal tissue homogenates is the gold standard in diagnosing SI deficiency. A deficiency in the SI enzyme can be present at birth (genetic) or acquired later, often in association with damage to the enteric brush-border membrane. Other noninvasive diagnostic alternatives such as sucrose breath tests may be useful but require further validation. Management of GSID is based on sucrose and potentially starch restriction tailored to the individual patients\' tolerance and symptoms. As this approach may be challenging, additional treatment with commercially available sacrosidase is available. However, some patients may require continued starch restriction. Further research is needed to clarify the true prevalence of SI deficiency, the pathobiology of single SI heterozygous mutations, and to define optimal diagnostic and treatment algorithms in the pediatric population.
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  • 文章类型: Journal Article
    1型葡萄糖转运蛋白缺乏综合征(GLUT-1DS)的特征是由于涉及GLUT-1转运蛋白的突变而导致的通过血脑屏障(BBB)的葡萄糖易位改变。基本疗法是生酮饮食(KD),为大脑提供替代的高能底物-通过MCT-1穿过BBB的酮体。症状多种多样,包括顽固性癫痫发作,后天性小脑,异常眼球运动,运动障碍,神经发育延迟继发于持续性神经性糖减少的能量危机。KD在控制癫痫发作方面非常有效,对运动障碍和认知障碍有积极影响。KD耐药病例很少见,文献中只报道了其中的一些,都是关于癫痫发作的。我们的研究描述了GLUT-1DS的一个特殊情况,这是由于涉及SLC2A1基因的第一个密码子的新缺失决定了由于顽固性肌张力障碍发作而入院的对KD具有抗性的功能丧失。该患者在较高的酮症症时表现出症状恶化,但没有高酮症,并且在维持低酮症症时表现出完全缓解的症状。我们的研究提出了一种计算机基因组和蛋白质组学分析,旨在解释我们患者对KD表现出的非典型反应。这样,我们提出了一种基于精准医学和分子建模的新临床和研究方法,通过对遗传和蛋白质改变产物的计算机模拟研究,将其应用于对生酮饮食一线治疗耐药的GLUT-1DS患者。
    Glucose transporter type 1 deficiency syndrome (GLUT-1DS) is characterized by alterations in glucose translocation through the blood-brain barrier (BBB) due to mutation involving the GLUT-1 transporter. The fundamental therapy is ketogenic diet (KD) that provide an alternative energetic substrate - ketone bodies that across the BBB via MCT-1 - for the brain. Symptoms are various and include intractable seizure, acquired microcephalia, abnormal ocular movement, movement disorder, and neurodevelopment delay secondary to an energetic crisis for persistent neuroglycopenia. KD is extremely effective in controlling epileptic seizures and has a positive impact on movement disorders and cognitive impairment. Cases of KD resistance are rare, and only a few of them are reported in the literature, all regarding seizure. Our study describes a peculiar case of GLUT-1DS due to a new deletion involving the first codon of SLC2A1 gene determining a loss of function with a resistance to KD admitted to hospital due to intractable episodes of dystonia. This patient presented a worsening of symptomatology at higher ketonemia values but without hyperketosis and showed a complete resolution of symptomatology while maintaining low ketonemia values. Our study proposes an in-silico genomic and proteomic analysis aimed at explaining the atypical response to KD exhibited by our patient. In this way, we propose a new clinical and research approach based on precision medicine and molecular modelling to be applied to patients with GLUT-1DS resistant to first-line treatment with ketogenic diet by in silico study of genetic and altered protein product.
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  • 文章类型: Review
    非编码RNA(ncRNA)是一类不具有编码蛋白质潜力的RNA分子。同时,它们可以占据人类基因组的很大一部分,并通过各种机制参与基因表达调控。妊娠期糖尿病(GDM)是在怀孕期间开始或首次检测到的碳水化合物不耐受的病理状况,使其成为最常见的妊娠并发症之一。虽然GDM的确切发病机制尚不清楚,最近的一些研究表明,ncRNAs在GDM中起着至关重要的调节作用。在这里,我们对ncRNAs在GDM中的多种机制及其作为生物标志物的潜在作用进行了全面综述。此外,我们研究了基于深度学习的模型在发现疾病特异性ncRNA生物标志物和阐明ncRNA的潜在机制方面的贡献。这可能有助于社区范围的努力,以深入了解ncRNAs在疾病中的调控机制,并指导疾病的早期诊断和治疗的新方法。
    Non-coding RNAs (ncRNAs) are a class of RNA molecules that do not have the potential to encode proteins. Meanwhile, they can occupy a significant portion of the human genome and participate in gene expression regulation through various mechanisms. Gestational diabetes mellitus (GDM) is a pathologic condition of carbohydrate intolerance that begins or is first detected during pregnancy, making it one of the most common pregnancy complications. Although the exact pathogenesis of GDM remains unclear, several recent studies have shown that ncRNAs play a crucial regulatory role in GDM. Herein, we present a comprehensive review on the multiple mechanisms of ncRNAs in GDM along with their potential role as biomarkers. In addition, we investigate the contribution of deep learning-based models in discovering disease-specific ncRNA biomarkers and elucidate the underlying mechanisms of ncRNA. This might assist community-wide efforts to obtain insights into the regulatory mechanisms of ncRNAs in disease and guide a novel approach for early diagnosis and treatment of disease.
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