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Efficient HLA imputation from sequential SNPs data by transformer 通过转换器从序列 SNPs 数据中高效推算 HLA。
IF 2.6 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2024-08-02 DOI: 10.1038/s10038-024-01278-x
Kaho Tanaka, Kosuke Kato, Naoki Nonaka, Jun Seita
Human leukocyte antigen (HLA) genes are associated with a variety of diseases, yet the direct typing of HLA alleles is both time-consuming and costly. Consequently, various imputation methods leveraging sequential single nucleotide polymorphisms (SNPs) data have been proposed, employing either statistical or deep learning models, such as the convolutional neural network (CNN)-based model, DEEP*HLA. However, these methods exhibit limited imputation efficiency for infrequent alleles and necessitate a large size of reference dataset. In this context, we have developed a Transformer-based model to HLA allele imputation, named “HLA Reliable IMpuatioN by Transformer (HLARIMNT)” designed to exploit the sequential nature of SNPs data. We evaluated HLARIMNT’s performance using two distinct reference panels; Pan-Asian reference panel (n = 530) and Type 1 Diabetes genetics Consortium (T1DGC) reference panel (n = 5225), alongside a combined panel (n = 1060). HLARIMNT demonstrated superior accuracy to DEEP*HLA across several indices, particularly for infrequent alleles. Furthermore, we explored the impact of varying training data sizes on imputation accuracy, finding that HLARIMNT consistently outperformed across all data size. These findings suggest that Transformer-based models can efficiently impute not only HLA types but potentially other gene types from sequential SNPs data.
人类白细胞抗原(HLA)基因与多种疾病相关,但直接进行 HLA 等位基因分型既费时又费钱。因此,人们提出了各种利用序列单核苷酸多态性(SNPs)数据的估算方法,采用统计或深度学习模型,如基于卷积神经网络(CNN)的模型 DEEP*HLA。然而,这些方法对于不常见的等位基因的估算效率有限,而且需要大量的参考数据集。在这种情况下,我们开发了一种基于变换器的 HLA 等位基因估算模型,命名为 "HLA Reliable IMpuatioN by Transformer (HLARIMNT)",旨在利用 SNPs 数据的连续性。我们使用两个不同的参考面板(泛亚参考面板(n = 530)和 1 型糖尿病遗传学联盟(T1DGC)参考面板(n = 5225))以及一个组合面板(n = 1060)评估了 HLARIMNT 的性能。在多个指标上,HLARIMNT 的准确性都优于 DEEP*HLA,特别是对于不常见的等位基因。此外,我们还探讨了不同训练数据规模对估算准确性的影响,发现在所有数据规模下,HLARIMNT 的表现始终优于 DEEP*HLA。这些研究结果表明,基于 Transformer 的模型不仅能有效地归因 HLA 类型,还可能从序列 SNPs 数据中归因其他基因类型。
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引用次数: 0
Genome analysis through image processing with deep learning models 利用深度学习模型通过图像处理进行基因组分析。
IF 2.6 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2024-07-31 DOI: 10.1038/s10038-024-01275-0
Yao-zhong Zhang, Seiya Imoto
Genomic sequences are traditionally represented as strings of characters: A (adenine), C (cytosine), G (guanine), and T (thymine). However, an alternative approach involves depicting sequence-related information through image representations, such as Chaos Game Representation (CGR) and read pileup images. With rapid advancements in deep learning (DL) methods within computer vision and natural language processing, there is growing interest in applying image-based DL methods to genomic sequence analysis. These methods involve encoding genomic information as images or integrating spatial information from images into the analytical process. In this review, we summarize three typical applications that use image processing with DL models for genome analysis. We examine the utilization and advantages of these image-based approaches.
基因组序列传统上用字符串表示:A(腺嘌呤)、C(胞嘧啶)、G(鸟嘌呤)和 T(胸腺嘧啶)。然而,另一种方法是通过图像表示法来描述序列相关信息,如混沌博弈表示法(CGR)和读取堆积图像。随着计算机视觉和自然语言处理领域深度学习(DL)方法的快速发展,将基于图像的 DL 方法应用于基因组序列分析的兴趣日益浓厚。这些方法涉及将基因组信息编码为图像,或将图像中的空间信息整合到分析过程中。在本综述中,我们总结了将图像处理与 DL 模型用于基因组分析的三种典型应用。我们研究了这些基于图像的方法的使用情况和优势。
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引用次数: 0
An application supporting diagnosis for rare genetic diseases – UR-DBMS and Syndrome Finder – 支持罕见遗传病诊断的应用程序--UR-DBMS 和 Syndrome Finder。
IF 2.6 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2024-07-31 DOI: 10.1038/s10038-024-01277-y
Kenji Naritomi
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引用次数: 0
A homozygous nonsense variant in the alternatively spliced VLDLR exon 4 causes a neurodevelopmental disorder without features of VLDLR cerebellar hypoplasia. 交替剪接的 VLDLR 第 4 外显子中的一个同卵无义变体会导致一种神经发育障碍,但没有 VLDLR 小脑发育不全的特征。
IF 2.6 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2024-07-31 DOI: 10.1038/s10038-024-01279-w
Tess Holling, Ibrahim M Abdelrazek, Ghada M Elhady, Marwa Abd Elmaksoud, Seung Woo Ryu, Ebtesam Abdalla, Kerstin Kutsche

VLDLR cerebellar hypoplasia is characterized by intellectual disability, non-progressive cerebellar ataxia, and seizures. The characteristic MRI findings include hypoplasia of the inferior portion of the cerebellar vermis and hemispheres, simplified cortical gyration, and a small brain stem. Biallelic VLDLR pathogenic variants cause loss-of-function of the encoded very low-density lipoprotein receptor. VLDLR exons 4 and 16 are alternatively spliced, resulting in the expression of four transcript variants, including two exon 4-lacking mRNAs expressed in the human brain. Previously reported VLDLR pathogenic variants affect all four transcript variants. Here we report on two sisters with facial dysmorphism, microcephaly, intellectual disability, and normal brain imaging. Exome sequencing in one patient identified the homozygous VLDLR nonsense variant c.376C>T; p.(Gln126*) in exon 4; her similarly affected sister also carried the homozygous variant and parents were heterozygous carriers. VLDLR transcript analysis identified mRNAs with and without exon 4 in patient fibroblasts, while exon 4-containing VLDLR mRNAs were predominantly detected in control fibroblasts. We found significantly reduced VLDLR mRNA levels in patient compared to control cells, likely caused by nonsense-mediated mRNA decay of exon 4-containing VLDLR transcripts. Expression of neuronal VLDLR isoforms produced from exon 4-lacking transcripts may have protected both patients from developing the cerebellar hypoplasia phenotype.

VLDLR小脑发育不全症的特征是智力障碍、非进行性小脑共济失调和癫痫发作。其特征性核磁共振成像结果包括小脑蚓部和半球下部发育不良、皮质回旋简化和脑干较小。双叶 VLDLR 致病变体会导致编码的极低密度脂蛋白受体功能缺失。VLDLR 外显子 4 和 16 是交替剪接的,导致四种转录本变体的表达,包括在人脑中表达的两种缺乏外显子 4 的 mRNA。之前报道的 VLDLR 致病变体会影响所有四个转录本变体。在此,我们报告了两姐妹面部畸形、小头畸形、智力障碍和正常脑成像的情况。其中一名患者的外显子组测序确定了第 4 外显子中的同源 VLDLR 无义变异 c.376C>T;p. (Gln126*);她同样受影响的姐姐也携带同源变异,父母则是杂合携带者。VLDLR 转录本分析在患者成纤维细胞中发现了含或不含第 4 号外显子的 mRNA,而在对照组成纤维细胞中主要检测到含第 4 号外显子的 VLDLR mRNA。我们发现,与对照组细胞相比,患者细胞中的 VLDLR mRNA 水平明显降低,这可能是由于含外显子 4 的 VLDLR 转录物在无义介导的 mRNA 衰减所致。由缺乏外显子4的转录本产生的神经元VLDLR异构体的表达可能保护了这两名患者免于发展成小脑发育不全表型。
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引用次数: 0
INTS11-related neurodevelopmental disorder: a case report and literature review. 与 INTS11 相关的神经发育障碍:病例报告和文献综述。
IF 2.6 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2024-07-19 DOI: 10.1038/s10038-024-01276-z
Lihua Jiang, Yilong Wang, Weiqin Zhang, Xin Zhang, Feng Gao, Zhefeng Yuan

Background: INTS11 is a critical catalytic component of the Integrator complex that regulates RNA polymerase II termination and modulates gene expression. Until recently, INTS11 mutations were associated with human neurodevelopmental disorders, characterized by global developmental and language delays, generalized hypotonia, and progressive brain atrophy.

Case: We report the case of a 2-year-old Chinese girl who presented with global developmental delay, generalized hypotonia, refractory epilepsy, craniofacial dysmorphism, and progressive brain atrophy. Novel variants were identified in exon 2 of INTS11 gene c.588_589del (p. Trp197AspfsTer2) and c.457_459del (p. Glu153del).

Conclusion: We identified a compound heterozygous mutation in INTS11, a clinical feature consistent with two previous reports of the variants in human INTS11, but her recurrent seizures were more pronounced and refractory to most antiepileptic drugs and ketogenic diets.

背景:INTS11是Integrator复合体的一个关键催化元件,可调节RNA聚合酶II的终止并调节基因表达。直到最近,INTS11 基因突变还与人类神经发育障碍有关,表现为全面发育和语言发育迟缓、全身肌张力低下和进行性脑萎缩:我们报告了一例两岁中国女童的病例,她患有全面发育迟缓、全身肌张力低下、难治性癫痫、颅面畸形和进行性脑萎缩。我们在 INTS11 基因第 2 外显子 c.588_589del (p. Trp197AspfsTer2) 和 c.457_459del (p. Glu153del) 中发现了新的变异:我们发现了 INTS11 基因的复合杂合突变,其临床特征与之前关于人类 INTS11 基因变异的两篇报道一致,但她的癫痫反复发作更为明显,且对大多数抗癫痫药物和生酮饮食具有难治性。
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引用次数: 0
Association study of GBA1 variants with MSA based on comprehensive sequence analysis -Pitfalls in short-read sequence analysis depending on the human reference genome. 基于综合序列分析的 GBA1 变异与 MSA 的关联研究--取决于人类参考基因组的短读序列分析的陷阱。
IF 2.6 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2024-07-18 DOI: 10.1038/s10038-024-01266-1
Kenta Orimo, Jun Mitsui, Takashi Matsukawa, Masaki Tanaka, Junko Nomoto, Hiroyuki Ishiura, Yosuke Omae, Yosuke Kawai, Katsushi Tokunaga, Tatsushi Toda, Shoji Tsuji

Multiple system atrophy (MSA) is a neurodegenerative disorder characterized by various combinations of autonomic failure, parkinsonism, and cerebellar ataxia. To elucidate variants associated with MSA, we have been conducting short-read-based whole-genome sequence analysis. In the process of the association studies, we initially focused on GBA1, a previously proposed susceptibility gene for MSA, to evaluate whether GBA1 variants can be efficiently identified despite its extraordinarily high homology with its pseudogene, GBA1LP. To accomplish this, we conducted a short-read whole-genome sequence analysis with alignment to GRCh38 as well as Sanger sequence analysis and compared the results. We identified five variants with inconsistencies between the two pipelines, of which three variants (p.L483P, p.A495P-p.V499V, p.L483_M489delinsW) were the results of misalignment due to minor alleles in GBA1P1 registered in GRCh38. The miscalling events in these variants were resolved by alignment to GRCh37 as the reference genome, where the major alleles are registered. In addition, a structural variant was not properly identified either by short-read or by Sanger sequence analyses. Having accomplished correct variant calling, we identified three variants pathogenic for Gaucher disease (p.S310G, p.L483P, and p.L483_M489delinsW). Of these variants, the allele frequency of p.L483P (0.003) in the MSA cases was higher than that (0.0011) in controls. The meta-analysis incorporating a previous report demonstrated a significant association of p.L483P with MSA with an odds ratio of 2.85 (95% CI; 1.05 - 7.76, p = 0.0400).

多系统萎缩症(MSA)是一种神经退行性疾病,其特征是自主神经功能衰竭、帕金森病和小脑共济失调的各种组合。为了阐明与 MSA 相关的变异,我们一直在进行基于短读数的全基因组序列分析。在关联研究的过程中,我们最初关注的是 GBA1,这是之前提出的 MSA 易感基因,目的是评估尽管 GBA1 与其假基因 GBA1LP 有着极高的同源性,但是否仍能有效地鉴定出 GBA1 变异。为此,我们进行了与 GRCh38 比对的短线程全基因组序列分析以及 Sanger 序列分析,并对结果进行了比较。我们在两个管道中发现了五个不一致的变异,其中三个变异(p.L483P、p.A495P-p.V499V、p.L483_M489delinsW)是由于在 GRCh38 中登记的 GBA1P1 中的小等位基因造成的错误比对结果。这些变异中的错配事件通过与作为参考基因组的 GRCh37 进行比对得到了解决,因为在 GRCh37 中登记了主要等位基因。此外,通过短读或 Sanger 序列分析,一个结构变异没有被正确识别。在完成正确的变异调用后,我们确定了三个戈谢病致病变异(p.S310G、p.L483P 和 p.L483_M489delinsW)。在这些变异中,p.L483P 在 MSA 病例中的等位基因频率(0.003)高于对照组(0.0011)。荟萃分析表明,p.L483P 与 MSA 有显著关联,其几率为 2.92(95% CI;1.08 - 7.90,p = 0.0353)。
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引用次数: 0
Identification of epistatic SNP combinations in rheumatoid arthritis using LAMPLINK and Japanese cohorts 利用 LAMPLINK 和日本队列鉴定类风湿关节炎的表观 SNP 组合。
IF 2.6 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2024-07-16 DOI: 10.1038/s10038-024-01269-y
Mio Shibata, Aika Terada, Takahisa Kawaguchi, Yoichiro Kamatani, Daigo Okada, Kazuhisa Nagashima, Koichiro Ohmura, Fumihiko Matsuda, Shuji Kawaguchi, Jun Sese, Ryo Yamada
Genome-wide association studies have enabled the identification of important genetic factors in many trait studies. However, only a fraction of the heritability can be explained by known genetic factors, even in the most common diseases. Genetic loci combinations, or epistatic contributions expressed by combinations of single nucleotide polymorphisms (SNPs), have been argued to be one of the critical factors explaining some of the missing heritability, especially in oligogenic/polygenic diseases. Rheumatoid arthritis (RA) is a complex disease with more than 100 reported SNP associations, as well as various HLA haplotypes and amino acids; however, many associations between RA and inter-chromosomal SNP combinations are unknown. To discover novel associations of epistatic interactions with high odds ratios in RA, we applied the LAMPLINK method, a systematic enumerative procedure for identifying high-order SNP combinations, to a Japanese RA cohort (discovery cohort; 4024 patients with RA and 7731 controls). We validated the identified associations in a different Japanese cohort (validation cohort; 810 RA patients and 6303 controls). In this study, we identified 90 significant genetic associations in the discovery cohort. Among these, 74 (82.2%) associations were replicated in the validation cohort, and eight combinations were inter-chromosomal, all of which comprised rs7765379 or rs35265698 located in the HLA region. These two SNPs exhibited strong correlations with valine at amino acid position 11 in HLA-DRB1 (HLA-DRB1-11-Val). Finally, we discovered that rs9624 showed an association with RA through an epistatic interaction with HLA-DRB1-11-Val. Overall, LAMPLINK showed high reliability for identifying epistatic genetic contributions hidden in complex traits.
全基因组关联研究能够在许多性状研究中发现重要的遗传因素。然而,即使是在最常见的疾病中,也只有一小部分遗传率可以用已知的遗传因素来解释。遗传位点组合或单核苷酸多态性(SNPs)组合所表达的表观贡献,被认为是解释部分缺失遗传性的关键因素之一,尤其是在寡基因/多基因疾病中。类风湿性关节炎(RA)是一种复杂的疾病,据报道有 100 多种 SNP 关联以及各种 HLA 单倍型和氨基酸关联;然而,RA 与染色体间 SNP 组合之间的许多关联尚不清楚。为了发现RA中具有高几率比的表观相互作用的新关联,我们在日本的RA队列(发现队列;4024名RA患者和7731名对照)中应用了LAMPLINK方法,这是一种用于识别高阶SNP组合的系统枚举程序。我们在另一个日本队列(验证队列;810 名 RA 患者和 6303 名对照)中验证了所发现的关联。在这项研究中,我们在发现队列中发现了 90 个重要的遗传关联。其中,74 个(82.2%)关联在验证队列中得到了复制,8 个组合是染色体间的,全部由位于 HLA 区域的 rs7765379 或 rs35265698 组成。这两个 SNP 与 HLA-DRB1 第 11 位氨基酸上的缬氨酸(HLA-DRB1-11-Val)有很强的相关性。最后,我们发现 rs9624 通过与 HLA-DRB1-11-Val 的表观相互作用与 RA 相关。总之,LAMPLINK 在鉴定隐藏在复杂性状中的表观遗传贡献方面表现出了很高的可靠性。
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引用次数: 0
Heterozygous mutations in the straitjacket region of the latency-associated peptide domain of TGFB2 cause Camurati-Engelmann disease type II. TGFB2 的潜伏相关肽域的紧身衣区的杂合突变导致卡姆拉蒂-恩格尔曼病 II 型。
IF 2.6 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2024-07-16 DOI: 10.1038/s10038-024-01274-1
Zheng Wang, Mitsuhiro Kometani, Leonid Zeitlin, Yael Wilnai, Akira Kinoshita, Koh-Ichiro Yoshiura, Hiroko Ninomiya, Takeshi Imamura, Long Guo, Jingyi Xue, Li Yan, Hirofumi Ohashi, Yann Pretemer, Shunsuke Kawai, Masaaki Shiina, Kazuhiro Ogata, Daniel H Cohn, Naomichi Matsumoto, Gen Nishimura, Junya Toguchida, Noriko Miyake, Shiro Ikegawa

Camurati-Engelmann disease (CED) is an autosomal dominant bone dysplasia characterized by progressive hyperostosis of the skull base and diaphyses of the long bones. CED is further divided into two subtypes, CED1 and CED2, according to the presence or absence of TGFB1 mutations, respectively. In this study, we used exome sequencing to investigate the genetic cause of CED2 in three pedigrees and identified two de novo heterozygous mutations in TGFB2 among the three patients. Both mutations were located in the region of the gene encoding the straitjacket subdomain of the latency-associated peptide (LAP) of pro-TGF-β2. Structural simulations of the mutant LAPs suggested that the mutations could cause significant conformational changes and lead to a reduction in TGF-β2 inactivation. An activity assay confirmed a significant increase in TGF-β2/SMAD signaling. In vitro osteogenic differentiation experiment using iPS cells from one of the CED2 patients showed significantly enhanced ossification, suggesting that the pathogenic mechanism of CED2 is increased activation of TGF-β2 by loss-of-function of the LAP. These results, in combination with the difference in hyperostosis patterns between CED1 and CED2, suggest distinct functions between TGFB1 and TGFB2 in human skeletal development and homeostasis.

卡穆拉蒂-恩格尔曼病(Camurati-Engelmann disease,CED)是一种常染色体显性骨发育不良症,其特征是颅底和长骨骺端进行性骨质增生。根据是否存在 TGFB1 突变,CED 又分为两个亚型,即 CED1 和 CED2。在本研究中,我们利用外显子组测序技术调查了三个血统中 CED2 的遗传原因,并在三名患者中发现了两个 TGFB2 基因的新发杂合突变。这两个突变都位于编码原 TGF-β2 的潜伏相关肽(LAP)的紧身衣亚域的基因区域。对突变 LAP 的结构模拟表明,突变可能会导致构象发生重大变化,并导致 TGF-β2 失活能力下降。活性测定证实,TGF-β2/SMAD 信号传导明显增加。使用其中一名CED2患者的iPS细胞进行的体外成骨分化实验显示,骨化明显增强,这表明CED2的致病机制是LAP功能缺失导致TGF-β2激活增加。这些结果与 CED1 和 CED2 骨质疏松模式的差异相结合,表明 TGFB1 和 TGFB2 在人类骨骼发育和稳态中具有不同的功能。
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引用次数: 0
Characterization of a missense variant in COG5 in a Tunisian patient with COG5-CDG syndrome and insights into the effect of non-synonymous variants on COG5 protein. 突尼斯 COG5-CDG 综合征患者 COG5 中一个错义变体的特征以及非同义变体对 COG5 蛋白质影响的见解。
IF 2.6 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2024-07-11 DOI: 10.1038/s10038-024-01273-2
Boudour Khabou, Umar Bin Mohamad Sahari, Abir Ben Issa, Wafa Bouchaala, Emmanuelle Szenker-Ravi, Alvin Yu Jin Ng, Carine Bonnard, Hamdi Mbarek, Islam Zeyaul, Faiza Fakhfakh, Fatma Kammoun, Bruno Reversade, Chahnez Charfi Triki

The clinical diagnosis of patients with multisystem involvement including a pronounced neurologic damage is challenging. High-throughput sequencing methods remains crucial to provide an accurate diagnosis. In this study, we reported a Tunisian patient manifesting hypotonia and global developmental delay with visual and skin abnormalities. Exome sequencing was conducted followed by segregation analysis and, subsequently additional investigations. In silico analysis of non-synonymous variants (nsSNPs) described in COG5 in conserved positions was made. Results revealed a homozygous missense variant c.298 C > T (p.Leu100Phe) in the COG5 inherited from both parents. This variant altered both protein solubility and stability, in addition to a putative disruption of the COG5-COG7 interaction. This disruption has been confirmed using patient-derived cells in vitro in a COG5 co-immuno-precipitation, where interaction with binding partner COG7 was abrogated. Hence, we established the COG5-CDG diagnosis. Clinically, the patient shared common features with the already described cases with the report of the ichtyosis as a new manifestation. Conversely, the CADD scoring revealed 19 putatively pathogenic nsSNPs (Minor Allele Frequency MAF < 0.001, CADD > 30), 11 of which had a significant impact on the solubility and/or stability of COG5. These properties seem to be disrupted by six of the seven missense COG5-CDG variants. In conclusion, our study expands the genetic and phenotypic spectrum of COG5-CDG disease and highlight the utility of the next generation sequencing as a powerful tool in accurate diagnosis. Our results shed light on a likely molecular mechanism underlying the pathogenic effect of missense COG5 variants, which is the alteration of COG5 stability and solubility.

多系统受累(包括明显的神经系统损伤)患者的临床诊断具有挑战性。高通量测序方法对于提供准确诊断至关重要。在本研究中,我们报告了一名表现为肌张力低下、全身发育迟缓并伴有视觉和皮肤异常的突尼斯患者。我们进行了外显子组测序,随后进行了分离分析和其他调查。研究人员对 COG5 保守位置上的非同义变异(nsSNPs)进行了硅分析。结果发现,COG5 中有一个同源错义变异 c.298 C > T(p.Leu100Phe),遗传自父母双方。该变异不仅改变了 COG5-COG7 的相互作用,还改变了蛋白质的溶解度和稳定性。在体外 COG5 协同免疫沉淀中,使用患者衍生细胞证实了这种相互作用的中断,在这种情况下,与结合伙伴 COG7 的相互作用被削弱。因此,我们确定了 COG5-CDG 的诊断。从临床上看,该患者与已描述过的病例具有共同特征,但恙虫病是一种新的表现。相反,CADD 评分显示了 19 个可能致病的 nsSNPs(最小等位基因频率 MAF 30),其中 11 个对 COG5 的溶解度和/或稳定性有显著影响。这些特性似乎被七个错义 COG5-CDG 变异中的六个所破坏。总之,我们的研究扩大了 COG5-CDG 疾病的遗传和表型谱,并强调了新一代测序作为精确诊断的强大工具的实用性。我们的研究结果揭示了COG5错义变异致病的可能分子机制,即COG5稳定性和溶解性的改变。
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引用次数: 0
Genomic variants associated with age at diagnosis of childhood-onset type 1 diabetes. 与儿童发病型 1 型糖尿病确诊年龄相关的基因组变异。
IF 2.6 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2024-07-10 DOI: 10.1038/s10038-024-01272-3
Pierre Bougnères, Sophie Le Fur, Yoichiro Kamatani, Thanh-Nga Mai, Marie-Pierre Belot, Kevin Perge, XiaoJian Shao, Mark Lathrop, Alain-Jacques Valleron

Age at diagnosis (AAD) of Type 1 diabetes (T1D) is determined by the age at onset of the autoimmune attack and by the rate of beta cell destruction that follows. Twin studies found that T1D AAD is strongly influenced by genetics, notably in young children. In young UK, Finnish, Sardinian patients AAD-associated genomic variants were previously identified, which may vary across populations and with time. In 1956 children of European ancestry born in mainland France in 1980-2008 who declared T1D before 15 years, we tested 94 T1D-associated SNPs for their association with AAD using nonparametric Kruskal-Wallis test. While high-risk HLA genotypes were not found to be associated with AAD, fourteen SNPs located in 12 non-HLA loci showed a strong association (2.9 × 10-12 < P < 1.4 × 10-3 after FDR correction). Four of these loci have been associated with AAD in previous cohorts (GSDMB, IL2, TNFAIP3, IL1), supporting a partially shared genetic influence on AAD of T1D in the studied European populations. In contrast, the association of 8 new loci CLEC16A, TYK2, ERBB3, CCR7, FCRL3, DNAH2, FGF3/4, and HPSE2 with AAD is novel. The 12 protein-coding genes located within these loci are involved in major immune pathways or in predisposition to other autoimmune diseases, which suggests a prominent role for these genes in the early immune mechanisms of beta cell destruction.

1 型糖尿病(T1D)的诊断年龄(AAD)是由自身免疫攻击的发病年龄和随后β细胞的破坏速度决定的。双胞胎研究发现,T1D 的 AAD 受遗传的影响很大,尤其是在幼儿中。之前在英国、芬兰和撒丁岛的年轻患者中发现了与 AAD 相关的基因组变异,这些变异可能会因人群和时间的不同而变化。在1980-2008年期间出生在法国本土的1956名15岁前宣布患有T1D的欧洲血统儿童中,我们使用非参数Kruskal-Wallis检验法检测了94个T1D相关SNP与AAD的关系。虽然未发现高风险 HLA 基因型与 AAD 相关,但位于 12 个非 HLA 位点的 14 个 SNPs 显示出很强的相关性(经 FDR 校正后为 2.9 × 10-12 -3)。这些位点中有四个在以前的队列中与 AAD 相关(GSDMB、IL2、TNFAIP3、IL1),支持所研究的欧洲人群对 T1D 的 AAD 有部分共同的遗传影响。相比之下,8个新基因位点CLEC16A、TYK2、ERBB3、CCR7、FCRL3、DNAH2、FGF3/4和HPSE2与AAD的关联则是新颖的。位于这些基因座内的 12 个蛋白编码基因参与了主要的免疫途径或其他自身免疫性疾病的易感性,这表明这些基因在β细胞破坏的早期免疫机制中起着重要作用。
{"title":"Genomic variants associated with age at diagnosis of childhood-onset type 1 diabetes.","authors":"Pierre Bougnères, Sophie Le Fur, Yoichiro Kamatani, Thanh-Nga Mai, Marie-Pierre Belot, Kevin Perge, XiaoJian Shao, Mark Lathrop, Alain-Jacques Valleron","doi":"10.1038/s10038-024-01272-3","DOIUrl":"10.1038/s10038-024-01272-3","url":null,"abstract":"<p><p>Age at diagnosis (AAD) of Type 1 diabetes (T1D) is determined by the age at onset of the autoimmune attack and by the rate of beta cell destruction that follows. Twin studies found that T1D AAD is strongly influenced by genetics, notably in young children. In young UK, Finnish, Sardinian patients AAD-associated genomic variants were previously identified, which may vary across populations and with time. In 1956 children of European ancestry born in mainland France in 1980-2008 who declared T1D before 15 years, we tested 94 T1D-associated SNPs for their association with AAD using nonparametric Kruskal-Wallis test. While high-risk HLA genotypes were not found to be associated with AAD, fourteen SNPs located in 12 non-HLA loci showed a strong association (2.9 × 10<sup>-12</sup> < P < 1.4 × 10<sup>-3</sup> after FDR correction). Four of these loci have been associated with AAD in previous cohorts (GSDMB, IL2, TNFAIP3, IL1), supporting a partially shared genetic influence on AAD of T1D in the studied European populations. In contrast, the association of 8 new loci CLEC16A, TYK2, ERBB3, CCR7, FCRL3, DNAH2, FGF3/4, and HPSE2 with AAD is novel. The 12 protein-coding genes located within these loci are involved in major immune pathways or in predisposition to other autoimmune diseases, which suggests a prominent role for these genes in the early immune mechanisms of beta cell destruction.</p>","PeriodicalId":16077,"journal":{"name":"Journal of Human Genetics","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141563536","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Journal of Human Genetics
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