Kazakh population

哈萨克族人口
  • 文章类型: Journal Article
    来自北方的单倍型,南方,东方,和西哈萨克斯坦,分析了27个Y-STR基因座,已加入Y染色体STR单倍型参考数据库,而哈萨克斯坦中部的遗传概况仍未得到充分探索。
    研究哈萨克斯坦中部地区27个Y-STR基因座的遗传多样性。
    通过YfilerPlus试剂盒对总共112名无关的中部哈萨克族男性进行了基因分型。数据分析产生了单倍型和等位基因频率,和法医参数。遗传距离通过多维比例图以图形方式表示,通过Nei的距离树状图和中值加入网络进一步阐明了遗传联系。
    共检测到102个单倍型,其中96个是独一无二的。单倍型多样性和辨别能力分别为0.997和0.91。哈萨克斯坦中部在分析中显示出独特的聚类,与其他哈萨克地区相比,强调了其独特的Y染色体多样性。奈曼部落的分析,主要居住在中环,哈萨克斯坦南部和东部,揭示了与氏族相关的三个不同单倍群的遗传簇。
    确定的单倍型将增强哈萨克斯坦Y染色体研究的现有参考数据库,为未来的群体遗传学研究提供了一个强大的工具,法医学和遗传家谱。
    UNASSIGNED: The haplotypes from Northern, Southern, Eastern, and Western Kazakhstan, analysed for 27 Y-STR loci, have been contributed to the Y-Chromosome STR Haplotype Reference Database, while the genetic profile of Central Kazakhstan remains inadequately explored.
    UNASSIGNED: To investigate the genetic diversity of 27 Y-STR loci in the Kazakh populations from Central Kazakhstan.
    UNASSIGNED: A total of 112 unrelated Central Kazakh males were genotyped via the Yfiler Plus kit. Data analysis yielded haplotype and allele frequencies, and forensic parameters. Genetic distances were graphically represented by a multidimensional scaling plot, with genetic linkages further elucidated through Nei\'s distance dendrograms and Median-joining networks.
    UNASSIGNED: A total of 102 haplotypes were detected, of which 96 were unique. The haplotype diversity and discrimination capacity were 0.997 and 0.91, respectively. Central Kazakhstan displays a unique cluster in analyses, underscoring its distinct Y-chromosome diversity compared to other Kazakh regions. The analysis of the Naiman tribe, predominantly residing in Central, Southern and Eastern Kazakhstan, revealed three genetic clusters of distinct haplogroups associated with their clans.
    UNASSIGNED: The identified haplotypes will enhance the existing reference database for Y-chromosomal studies in Kazakhstan, offering a robust tool for future research in population genetics, forensic science and genetic genealogy.
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  • 文章类型: Journal Article
    目的:本研究评估了IrisPlex系统的准确性,用于法医分析的遗传眼睛颜色预测工具,在哈萨克人口中。该研究比较了先前发表的515名哈萨克人的基因型,这些基因型来自不同的地理和民族历史背景,以及他们眼睛颜色的表型数据。在这项研究中首次介绍。
    结果:验证了IrisPlex面板在预测哈萨克族人群眼睛颜色方面的有效性。它的准确性略低于西欧人群,但高于西伯利亚人群。棕色眼睛的个体的敏感度特别高(0.99),但是对于蓝色和中间的眼睛颜色还需要进一步的研究。这项研究将IrisPlex确立为哈萨克族人群中有用的预测工具,并为将来研究该多样化人群中表型变异的遗传基础提供了基础。
    OBJECTIVE: This study assesses the accuracy of the IrisPlex system, a genetic eye color prediction tool for forensic analysis, in the Kazakh population. The study compares previously published genotypes of 515 Kazakh individuals from varied geographical and ethnohistorical contexts with phenotypic data on their eye color, introduced for the first time in this research.
    RESULTS: The IrisPlex panel\'s effectiveness in predicting eye color in the Kazakh population was validated. It exhibited slightly lower accuracy than in Western European populations but was higher than in Siberian populations. The sensitivity was notably high for brown-eyed individuals (0.99), but further research is needed for blue and intermediate eye colors. This study establishes IrisPlex as a useful predictive tool in the Kazakh population and provides a basis for future investigations into the genetic basis of phenotypic variations in this diverse population.
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  • 文章类型: Journal Article
    背景:心脏自主神经病变(CAN)是糖尿病(DM)的并发症,通过破坏心脏神经支配而增加发病率和死亡率的风险。最近的证据表明,即使在DM发作之前,CAN也可能出现,糖尿病前期和代谢综合征可能是前体。这项研究旨在通过调查特定基因的SNP来确定与哈萨克族人群中CAN发育相关的遗传标记。
    方法:一项病例对照研究涉及82例CAN患者(病例)和100例无CAN患者(对照)。从RSE“哈萨克斯坦共和国总统事务管理局医疗中心医院”附属医院共招募了182名哈萨克族人。FTO基因的7个SNP,PPARG,SNCA,对XRCC1、FLACC1/CASP8停止了研讨。使用卡方方法进行统计分析,用95%置信区间(CI)计算优势比(OR),和SPSS26.0中的逻辑回归。
    结果:在SNCA基因多态性中,rs2737029与CAN显著相关,CAN的风险几乎翻了一番(OR2.03(1.09-3.77),p=0.03)。然而,用SNCA基因的rs2736990检测到与CAN无统计学意义的关联(OR1.00CI(0.63-1.59),p=0.99)。FTO基因的rs12149832使CAN的风险增加了三倍(OR3.22(1.04-9.95),p=0.04),而PPARG基因的rs1801282和FLACC1基因的rs13016963增加了两倍的风险(OR2.56(1.19-5.49),p=0.02)和(OR2.34(1.00-5.46),p=0.05)。XRCC1基因的rs1108775和rs1799782与调整前后发生CAN的机会减少有关(OR0.24,CI(0.09-0.68),p=0.007,OR0.43,CI(0.22-0.84),分别为p=0.02)。
    结论:研究表明rs2737029(SNCA基因),rs12149832(FTO基因),rs1801282(PPARG基因),rs13016963(FLACC1基因)可能是CAN发生的诱发因素。此外,SNPsrs1108775和rs1799782(XRCC1基因)可赋予对CAN的抗性。SNCA基因只有一个rs2736990多态性与CAN无关。
    BACKGROUND: Cardiac autonomic neuropathy (CAN) is a complication of diabetes mellitus (DM) that increases the risk of morbidity and mortality by disrupting cardiac innervation. Recent evidence suggests that CAN may manifest even before the onset of DM, with prediabetes and metabolic syndrome potentially serving as precursors. This study aims to identify genetic markers associated with CAN development in the Kazakh population by investigating the SNPs of specific genes.
    METHODS: A case-control study involved 82 patients with CAN (cases) and 100 patients without CAN (controls). A total of 182 individuals of Kazakh nationality were enrolled from a hospital affiliated with the RSE \"Medical Center Hospital of the President\'s Affairs Administration of the Republic of Kazakhstan\". 7 SNPs of genes FTO, PPARG, SNCA, XRCC1, FLACC1/CASP8 were studied. Statistical analysis was performed using Chi-square methods, calculation of odds ratios (OR) with 95% confidence intervals (CI), and logistic regression in SPSS 26.0.
    RESULTS: Among the SNCA gene polymorphisms, rs2737029 was significantly associated with CAN, almost doubling the risk of CAN (OR 2.03(1.09-3.77), p = 0.03). However, no statistically significant association with CAN was detected with the rs2736990 of the SNCA gene (OR 1.00 CI (0.63-1.59), p = 0.99). rs12149832 of the FTO gene increased the risk of CAN threefold (OR 3.22(1.04-9.95), p = 0.04), while rs1801282 of the PPARG gene and rs13016963 of the FLACC1 gene increased the risk twofold (OR 2.56(1.19-5.49), p = 0.02) and (OR 2.34(1.00-5.46), p = 0.05) respectively. rs1108775 and rs1799782 of the XRCC1 gene were associated with reduced chances of developing CAN both before and after adjustment (OR 0.24, CI (0.09-0.68), p = 0.007, and OR 0.43, CI (0.22-0.84), p = 0.02, respectively).
    CONCLUSIONS: The study suggests that rs2737029 (SNCA gene), rs12149832 (FTO gene), rs1801282 (PPARG gene), and rs13016963 (FLACC1 gene) may be predisposing factors for CAN development. Additionally, SNPs rs1108775 and rs1799782 (XRCC1 gene) may confer resistance to CAN. Only one polymorphism rs2736990 of the SNCA gene was not associated with CAN.
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  • 文章类型: Journal Article
    本研究对Merkit家族的23个Y-STR数据进行了全面分析,哈萨克人凯雷部落中的一个小组。使用PowerPlexY23系统产生总共64个完整的单倍型。使用23个Y-STR标记获得的数据已提交给yhrd.org的Y染色体单倍型参考数据库(YHRD),这将大大加强哈萨克斯坦人口的法医数据库。研究的重点是宗族内单倍型的分布及其系谱,使用中值连接网络和多维缩放图进行可视化。这项研究确定了四个不同的单倍群集群,揭示了对Merkit基因构成和历史血统的重要见解。该数据集不仅丰富了我们对哈萨克族遗传结构的理解,而且对人类学和种群遗传研究具有重要价值。以及法医遗传学。这项工作弥合了Merkit家族遗传研究中的显着差距,有助于更深入地了解中亚游牧部落。
    This study presents a comprehensive analysis of 23 Y-STR data for the Merkit clan, a subgroup within the Kerey tribe of the Kazakh people. A total of 64 complete haplotypes were generated using the PowerPlex Y23 System. The data obtained using 23 Y-STR markers has been submitted to the Y Chromosome Haplotype Reference Database (YHRD) at yhrd.org, which will significantly enhance the forensic database for the Kazakh population in Kazakhstan. The research focuses on the distribution of haplotypes within the clan and their genealogical lines, which were visualized using a Median-joining network and Multidimensional scaling plot. The study identifies four distinct haplogroup clusters, revealing important insights into the genetic makeup and historical lineage of the Merkits. This dataset not only enriches our understanding of Kazakh genetic structure but also holds significant value for anthropological and population genetic research, as well as for forensic genetics. This work bridges a notable gap in genetic research on the Merkit clan, contributing to a deeper understanding of Central Asian nomadic tribes.
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  • 文章类型: Journal Article
    目的:基因型数据的收集是关键研究项目的重要组成部分,目的是检查皮肤的遗传变异性,头发,哈萨克人的虹膜颜色。该数据在法医DNA表型(FDA)领域具有实际应用。由于中亚(哈萨克斯坦)法医数据库的规模有限,基于短串联重复序列(STR)的法医分析,实际上不可能获得个体鉴定结果.然而,FDA的普遍使用需要对目前在各种全球人群中使用的遗传标记进行验证.哈萨克人没有这样的数据。表型专家试剂盒(DNA研究中心,LLC,俄罗斯)在这项研究中首次用于收集数据。
    方法:本研究提供了总共60个SNP遗传标记的基因型数据,在515个哈萨克人的样本中进行了分析。数据集包含从HIrisPlex-S组获得的总共41个单核苷酸多态性(SNP)。此外,有4个与AB0基因特异性相关的SNPs,1个与AMELX/Y基因相关的标记,和14个SNP对应于Y染色体的主要单倍群。上述数据对于研究遗传变异性和基于眼睛颜色对表型进行预测的研究人员来说可能是有价值的。头发颜色,肤色,AB0血型,性别,和男性谱系内的生物地理起源。
    OBJECTIVE: The collection of genotype data was conducted as an essential part of a pivotal research project with the goal of examining the genetic variability of skin, hair, and iris color among the Kazakh population. The data has practical application in the field of forensic DNA phenotyping (FDA). Due to the limited size of forensic databases from Central Asia (Kazakhstan), it is practically impossible to obtain an individual identification result based on forensic profiling of short tandem repeats (STRs). However, the pervasive use of the FDA necessitates validation of the currently employed set of genetic markers in a variety of global populations. No such data existed for the Kazakhs. The Phenotype Expert kit (DNA Research Center, LLC, Russia) was used for the first time in this study to collect data.
    METHODS: The present study provides genotype data for a total of 60 SNP genetic markers, which were analyzed in a sample of 515 ethnic Kazakhs. The dataset comprises a total of 41 single nucleotide polymorphisms (SNPs) obtained from the HIrisPlex-S panel. Additionally, there are 4 SNPs specifically related to the AB0 gene, 1 marker associated with the AMELX/Y genes, and 14 SNPs corresponding to the primary haplogroups of the Y chromosome. The aforementioned data could prove valuable to researchers with an interest in investigating genetic variability and making predictions about phenotype based on eye color, hair color, skin color, AB0 blood group, gender, and biogeographic origin within the male lineage.
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  • 文章类型: Journal Article
    乳腺癌是一个全球性的健康问题。这是一种年龄依赖性疾病,但是早发性乳腺癌(eBC)的病例正在逐渐增加。关于eBC风险因素有许多未解决的问题,发育和筛选机制。只有10%的eBC病例是由于BRCA1/BRCA2基因突变,90%的人有更复杂的遗传背景。这对年轻女性及时检测癌症构成了重大挑战,并强调了研究和意识的必要性。因此,确定eBC的遗传风险因素对于解决这些问题至关重要。这项研究代表了144例eBC病例和163例对照参与者的关联分析,以确定与哈萨克妇女eBC风险相关的遗传标记。我们在关联分析中进行了两阶段方法,以评估对eBC的遗传易感性。第一阶段全基因组关联分析显示,CHI3L2基因(p=5.2×10-6)和MGAT5基因(p=8.4×10-6)中有两个风险内含子位点。第二阶段外显子多态性单倍型分析显示7个单倍型存在显著风险(p<9.4×10-4)。这些结果指出了研究中和低渗透遗传标记在其单倍型组合中的重要性,以详细了解检测到的遗传标记在eBC发育和预测中的作用。
    Breast cancer is a global health problem. It is an age-dependent disease, but cases of early-onset breast cancer (eBC) are gradually increasing. There are many unresolved questions regarding eBC risk factors, mechanisms of development and screening. Only 10% of eBC cases are due to mutations in the BRCA1/BRCA2 genes, and 90% have a more complex genetic background. This poses a significant challenge to timely cancer detection in young women and highlights the need for research and awareness. Therefore, identifying genetic risk factors for eBC is essential to solving these problems. This study represents an association analysis of 144 eBC cases and 163 control participants to identify genetic markers associated with eBC risks in Kazakh women. We performed a two-stage approach in association analysis to assess genetic predisposition to eBC. First-stage genome-wide association analysis revealed two risk intronic loci in the CHI3L2 gene (p = 5.2 × 10-6) and MGAT5 gene (p = 8.4 × 10-6). Second-stage exonic polymorphisms haplotype analysis showed significant risks for seven haplotypes (p < 9.4 × 10-4). These results point to the importance of studying medium- and low-penetrant genetic markers in their haplotype combinations for a detailed understanding of the role of detected genetic markers in eBC development and prediction.
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  • 文章类型: Journal Article
    背景:哈萨克人是最大的突厥语族之一,控制着从阿尔泰到里海的大片土地。就面积而言,哈萨克斯坦排名世界第九。北方,东方,和哈萨克斯坦西部已经研究了与遗传多态性27Y-STR的关系。然而,有关哈萨克斯坦南部Y染色体遗传多态性的当前信息仅受17Y-STR的限制,并且尚未对该变异进行其他地区的地理研究。
    结果:哈萨克斯坦Y染色体单倍型参考数据库通过分析他们的27个Y-STR基因座和23个Y-SNP标记,扩展了来自哈萨克斯坦南部Zhambyl和Turkestan地区的468名哈萨克斯坦男性。辨别能力(DC=91.23%),定义单倍型匹配概率(HPM=0.0029)和单倍型多样性(HD=0.9992)。大多数Y染色体变异性归因于单倍群C2a1a1b1-F1756(2.1%),C2a1a2-M48(7.3%),C2a1a3-F1918(33.3%)和C2b1a1a1a-M407(6%)。应用中值连接网络分析来了解三个区域的单倍型之间的关系。在三个遗传层中可以描述哈萨克斯坦南部地区人口的位置-哈萨克斯坦的地理哈萨克人口,哈萨克部落群体,以及与亚洲接壤的人民。
    结论:哈萨克斯坦Y染色体单倍型参考数据库建立了27个Y-STR基因座,共有来自哈萨克斯坦16个地区的1796个哈萨克人样本。哈萨克人的Y染色体在地理背景下的变异性可以分为四个主要簇-南部,北,东,西。同时,在部落群体的遗传空间中,哈萨克人南部的人口聚集在同一地区的部落中,与阿富汗哈扎拉人和中国蒙古人的人口有关。
    BACKGROUND: The Kazakhs are one of the biggest Turkic-speaking ethnic groups, controlling vast swaths of land from the Altai to the Caspian Sea. In terms of area, Kazakhstan is ranked ninth in the world. Northern, Eastern, and Western Kazakhstan have already been studied in relation to genetic polymorphism 27 Y-STR. However, current information on the genetic polymorphism of the Y-chromosome of Southern Kazakhstan is limited only by 17 Y-STR and no geographical study of other regions has been studied at this variation.
    RESULTS: The Kazakhstan Y-chromosome Haplotype Reference Database was expanded with 468 Kazakh males from the Zhambyl and Turkestan regions of South Kazakhstan by having their 27 Y-STR loci and 23 Y-SNP markers analyzed. Discrimination capacity (DC = 91.23%), haplotype match probability (HPM = 0.0029) and haplotype diversity (HD = 0.9992) are defined. Most of this Y-chromosome variability is attributed to haplogroups C2a1a1b1-F1756 (2.1%), C2a1a2-M48 (7.3%), C2a1a3-F1918 (33.3%) and C2b1a1a1a-M407 (6%). Median-joining network analysis was applied to understand the relationship between the haplotypes of the three regions. In three genetic layer can be described the position of the populations of the Southern region of Kazakhstan-the geographic Kazakh populations of Kazakhstan, the Kazakh tribal groups, and the people of bordering Asia.
    CONCLUSIONS: The Kazakhstan Y-chromosome Haplotype Reference Database was formed for 27 Y-STR loci with a total sample of 1796 samples of Kazakhs from 16 regions of Kazakhstan. The variability of the Y-chromosome of the Kazakhs in a geographical context can be divided into four main clusters-south, north, east, west. At the same time, in the genetic space of tribal groups, the population of southern Kazakhs clusters with tribes from the same region, and genetic proximity is determined with the populations of the Hazaras of Afghanistan and the Mongols of China.
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  • 文章类型: Journal Article
    乳腺癌(BC)是哈萨克斯坦妇女中最常见的癌症类型。迄今为止,关于哈萨克女性BC的遗传变异谱的数据很少。我们旨在确定与发生早发性BC风险相关的群体特异性遗传标记,并测试其与临床和预后因素的关系。该研究包括224名被诊断为BC(≤40岁)的哈萨克女性。使用MiSeq平台从血液DNA对94个癌症相关基因的整个编码区(>1700个外显子)和侧翼非编码区进行测序。我们在57例患者(25.4%)中的13种不同的癌症易感基因中鉴定出38种独特的致病变异(PVs)。其中6个变种是新颖的。总的来说,38个不同的PV中有12个被反复检测到,包括BRCA1c.5266dup,c.5278-2del,c.2T>C,和BRCA2c.9409dup和c.9253del可能是这个人群的创始人。与非携带者相比,BRCA1携带者更有可能发生三阴性BC(OR=6.61,95%CI2.44-17.91,p=0.0002),并且有BC家族史(OR=3.17,95%CI1.14-8.76,p=0.03)。这项研究允许鉴定早期发作BC特有的PV,这可以作为开发区域专业知识和诊断工具的基础,以便在年轻的哈萨克妇女中早期发现BC。
    Breast cancer (BC) is the most common type of cancer among women in Kazakhstan. To date, little data are available on the spectrum of genetic variation in Kazakh women with BC. We aimed to identify population-specific genetic markers associated with the risk of developing early-onset BC and test their association with clinical and prognostic factors. The study included 224 Kazakh women diagnosed with BC (≤40 age). Entire coding regions (>1700 exons) and the flanking noncoding regions of 94 cancer-associated genes were sequenced from blood DNA using MiSeq platform. We identified 38 unique pathogenic variants (PVs) in 13 different cancer-predisposing genes among 57 patients (25.4%), of which 6 variants were novel. In total, 12 of the 38 distinct PVs were detected recurrently, including BRCA1 c.5266dup, c.5278-2del, and c.2T>C, and BRCA2 c.9409dup and c.9253del that may be founder in this population. BRCA1 carriers were significantly more likely to develop triple-negative BC (OR = 6.61, 95% CI 2.44-17.91, p = 0.0002) and have family history of BC (OR = 3.17, 95% CI 1.14-8.76, p = 0.03) compared to non-carriers. This study allowed the identification of PVs specific to early-onset BC, which may be used as a foundation to develop regional expertise and diagnostic tools for early detection of BC in young Kazakh women.
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  • 文章类型: Journal Article
    UNASSIGNED:国家单倍型数据库的建立对于法医和遗传应用很重要,需要研究Y-STR位点的遗传多态性。然而,哈萨克斯坦东部人口的遗传结构特征不佳。
    UNASSIGNED:研究哈萨克斯坦东部人群中27个Y-STR基因座的遗传多态性,并分析哈萨克斯坦东部人群与其他人群的遗传关系。
    未经证实:YfilerPlus试剂盒用于基因型246健康,来自哈萨克斯坦东部的无关男性。根据原始数据,计算了单倍型和等位基因频率以及法医参数,并构建了MDS图。
    UNASSIGNED:共检测到207个单倍型,其中186个是独一无二的。单倍型多样性和辨别能力分别为0.997和0.841。种群比较表明,东哈萨克人与新疆哈萨克人有密切的亲缘关系,中国。同时,在哈萨克斯坦的同一地区,研究人群与以前的人群之间存在差异。
    UNASSIGNED:获得的单倍型将有助于扩展哈萨克斯坦Y染色体参考数据库,并将对未来的遗传研究和法医应用有用。
    UNASSIGNED: The establishment of a national haplotype database is important for forensic and genetic applications and requires studying genetic polymorphisms at Y-STR sites. However, the genetic structure of the Eastern Kazakhstan population is poorly characterised.
    UNASSIGNED: To investigate the genetic polymorphisms of 27 Y-STR loci in the Kazakh population from Eastern Kazakhstan and analyse the population genetic relationships of the Eastern Kazakhs with other populations.
    UNASSIGNED: The Yfiler Plus kit was utilised to genotype 246 healthy, unrelated males from Eastern Kazakhstan. Based on the raw data, haplotype and allele frequencies along with forensic parameters were calculated, and an MDS plot was constructed.
    UNASSIGNED: A total of 207 haplotypes were detected, of which 186 were unique. The haplotype diversity and discrimination capacity were 0.997 and 0.841, respectively. Population comparisons showed that Eastern Kazakhs have close genetic relationships with Kazakhs from Xinjiang, China. At the same time, a difference was found between the studied population and the previous one in the same part of Kazakhstan.
    UNASSIGNED: The obtained haplotypes will help to expand the Kazakhstan Y-chromosome reference database and will be useful for future genetic research and forensic applications.
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  • 文章类型: Journal Article
    背景:颅内动脉瘤(RIA)破裂会导致蛛网膜下腔出血(SAH),并造成严重后果。尽管RIA的风险已经确立,结果因种族而异,从未在哈萨克斯坦进行过研究。本研究旨在建立哈萨克族人群RIA的危险因素。方法:回顾性分析762例单发IAs患者,从2008年到2018年在神经外科中心就诊。人口特征,比如年龄,性别,吸烟状况,考虑了高血压。进行描述性和双变量分析。建立多变量Logistic回归模型以识别与RIA相关的因素。
    结果:参与者的平均年龄为48.49±0.44岁。大多数(68.37%)的IAs已经破裂。破裂的动脉瘤中,43.76%为<6mm,38.39%位于大脑前动脉和前交通动脉(ACA)。Logistic回归模型显示年龄较小(16-40岁),吸烟,患有3期高血压,较小的IA大小及其在ACA上的位置增加了破裂的几率。
    结论:这项研究表明,3期动脉高血压的吸烟患者发生RIA的风险较高.小动脉瘤(<6毫米)和ACA上的位置增加了破裂的几率,而颈内动脉上较大的动脉瘤的几率较低。
    BACKGROUND: Rupture of intracranial aneurysms (RIA) leads to subarachnoid hemorrhage (SAH) with severe consequences. Although risks for RIA are established, the results vary between ethnic groups and were never studied in Kazakhstan. This study aimed to establish the risk factors of RIA in the Kazakh population.  METHODS: Retrospective analysis of 762 patients with single IAs, who attended the neurosurgical center from 2008 until 2018, was conducted. Demographic characteristics, such as age, sex, smoking status, and hypertension were considered. Descriptive and bivariate analyses were performed. A multivariable logistic regression model was built to identify factors correlated with RIA.
    RESULTS: The mean age of participants was 48.49 ± 0.44 years old. The majority (68.37%) of IAs have ruptured. Of the ruptured aneurysms, 43.76% were < 6 mm, and 38.39% were located on the anterior cerebral and anterior communicating arteries (ACA). Logistic regression model indicates younger age group (16-40 years), smoking, having stage 3 hypertension, smaller IA size and its location on ACA increase the odds of rupture.
    CONCLUSIONS: This study has revealed that younger, smoking patients with stage 3 arterial hypertension are at higher risk for RIA. Small aneurysms (< 6 mm) and location on ACA had increased odds of rupture, while larger aneurysms on internal carotid arteries had lower odds.
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