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Phenotypic Diversity in Maize Landraces: A Systematic Review of Global Patterns, Methodological Approaches, and Implications for Breeding. 玉米地方品种的表型多样性:全球模式、方法方法和育种意义的系统综述。
IF 2.8 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2026-03-31 DOI: 10.3390/genes17040413
Suwilanji Nanyangwe, Arsenio Daniel Ndeve, Pedro Fato, Paulino Munisse, Kolawole Peter Oladiran, Constantino Francisco Lhamine, Mable Chebichii Kipkoech

Background/Objective: Maize (Zea mays L.) is a globally important cereal crop widely cultivated for food, feed, fodder, biofuel production, and various industrial applications. Maize landraces represent a valuable source of genetic diversity that supports adaptationand resilience across diverse agroecological environments. However, evidence on phenotypic diversity based on agro-morphological traits in these landraces remains fragmented across regions and varying analytical approaches. This review synthesized global evidence on phenotypic variation, heritability patterns, experimental designs, statistical methods, and the extent of integration between phenotypic and molecular data. Methods: A systematic literature search was conducted in GoogleScholar, ScienceDirect, PubMed and AGRIS for studies published between 2000 and 2025 evaluating phenotypic diversity in maize landraces. The review followed PRISMA 2020 guidelines, and f50 studies from 30 countries met the eligibility criteria. Results: Substantial and structured phenotypic diversity was consistently reported across studies, with flowering time, plant architecture, and ear and kernel traits emerging as major contributors to landrace differentiation. Traits with moderate to high heritability were mainly morphological and phenological, suggesting relative genetic control and potential suitability for phenotypic selection. In contrast, grain yield showed greater environmental sensitivity and variable heritability, reflecting complex inheritance and genotype × environment interactions. Although molecular markers were incorporated in a some studies, integrative analyses linking phenotypic and genetic data remained limited. Conclusions: Phenotypic evaluation remains a reliable approach for characterizing maize landrace diversity. However, standardized methodologies, greater integration with molecular data and cross-environment validation are needed to strengthen inference and utilization in breeding and conservation. The review also provides recommendations for improving agro-morphological assessment in maize landraces.

背景/目的:玉米(Zea mays L.)是一种全球重要的谷类作物,广泛用于食品、饲料、饲料、生物燃料生产和各种工业应用。玉米地方品种代表了遗传多样性的宝贵来源,支持在不同农业生态环境中适应和恢复力。然而,在这些地方品种中,基于农业形态性状的表型多样性证据在不同地区和不同的分析方法中仍然是碎片化的。这篇综述综合了表型变异、遗传模式、实验设计、统计方法以及表型和分子数据之间整合程度的全球证据。方法:系统检索GoogleScholar、ScienceDirect、PubMed和AGRIS等网站2000 - 2025年间发表的玉米地方品种表型多样性评价文献。审查遵循PRISMA 2020指南,来自30个国家的f50项研究符合资格标准。结果:大量和结构化的表型多样性在所有研究中都得到了一致的报道,开花时间、植物结构、穗和核性状是地方品种分化的主要贡献者。中等至高遗传力性状以形态和物候性状为主,提示相对遗传控制和表型选择的潜在适宜性。籽粒产量表现出较大的环境敏感性和可变遗传力,反映了复杂的遗传和基因型与环境的相互作用。虽然分子标记在一些研究中被纳入,但连接表型和遗传数据的综合分析仍然有限。结论:表型评价仍然是表征玉米地方品种多样性的可靠方法。然而,需要标准化的方法、与分子数据的更大整合和跨环境验证来加强在育种和保护中的推断和利用。本文还提出了改进玉米地方品种农业形态评价的建议。
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引用次数: 0
Association of Vitamin D Receptor (VDR) Gene Polymorphisms with Osteoporotic Vertebral Fracture Risk: A Case-Control Study. 维生素D受体(VDR)基因多态性与骨质疏松性椎体骨折风险的关系:一项病例对照研究
IF 2.8 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2026-03-31 DOI: 10.3390/genes17040410
Nimetullah Alper Durmuş, Merdan Orunoglu, Sukru Oral, Rahmi Kemal Koç, Munis Dundar, Mehmet Meral

Background/objectives: Osteoporosis is a systemic skeletal disorder characterized by reduced bone mass and microarchitectural deterioration, resulting in an increased risk of fragility fractures, particularly vertebral fractures. Genetic factors are considered important in osteoporotic fracture susceptibility, and polymorphisms of the vitamin D receptor (VDR) gene have been widely studied because of their role in bone metabolism. To evaluate the distribution of VDR gene polymorphisms (FokI, BsmI, ApaI, and TaqI) in patients with osteoporotic vertebral fractures and to assess their association with fracture susceptibility.

Methods: This case-control study included 86 individuals: 43 patients who underwent vertebroplasty for osteoporotic vertebral fractures and 43 osteoporotic individuals without vertebral fractures serving as controls. VDR gene polymorphisms ApaI, TaqI, BsmI and FokI were analyzed using real-time polymerase chain reaction. Genotype distributions were compared using Fisher's exact test, and Hardy-Weinberg equilibrium was evaluated.

Results: A significant difference between groups was observed only for the ApaI polymorphism (p = 0.002). The GG genotype was more frequent in patients, whereas the variant genotypes (GT and TT) were more prevalent in controls. The GG genotype was associated with an increased risk of vertebral fractures, while the presence of variant genotypes may be associated with reduced fracture susceptibility. No significant associations were found for TaqI, BsmI, or FokI polymorphisms.

Conclusions: The ApaI polymorphism of the VDR gene may represent a protective genetic factor against osteoporotic vertebral fractures. In contrast, no associations were identified for the TaqI, BsmI, or FokI polymorphisms in this cohort. Larger studies in diverse populations are required to confirm these findings and to clarify the role of VDR gene variants in fracture susceptibility.

背景/目的:骨质疏松症是一种全身性骨骼疾病,其特征是骨量减少和微结构恶化,导致脆性骨折,特别是椎体骨折的风险增加。遗传因素被认为是骨质疏松性骨折易感性的重要因素,维生素D受体(VDR)基因的多态性因其在骨代谢中的作用而被广泛研究。评估骨质疏松性椎体骨折患者VDR基因多态性(FokI、BsmI、ApaI和TaqI)的分布及其与骨折易感性的关系。方法:本病例对照研究纳入86例患者:43例骨质疏松性椎体骨折患者行椎体成形术,43例未发生椎体骨折的骨质疏松患者作为对照。实时聚合酶链反应分析VDR基因多态性ApaI、TaqI、BsmI和FokI。采用Fisher精确检验比较基因型分布,并评估Hardy-Weinberg平衡。结果:ApaI多态性组间差异有统计学意义(p = 0.002)。GG基因型在患者中更为常见,而变异基因型(GT和TT)在对照组中更为普遍。GG基因型与椎体骨折风险增加有关,而变异基因型的存在可能与骨折易感性降低有关。TaqI、BsmI或FokI多态性未发现显著相关性。结论:VDR基因ApaI多态性可能是骨质疏松性椎体骨折的保护性遗传因素。相比之下,在该队列中未发现TaqI、BsmI或FokI多态性的关联。需要在不同人群中进行更大规模的研究来证实这些发现,并阐明VDR基因变异在骨折易感性中的作用。
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引用次数: 0
MCAM (CD146) Gene Encodes Chicken Blood Alloantigen System H. MCAM (CD146)基因编码鸡血液异体抗原系统H。
IF 2.8 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2026-03-31 DOI: 10.3390/genes17040412
Janet E Fulton, Amy M McCarron, Anna Wolc, Brandi A Sparling, Lowdan Ali, Courtney Jaeger, Robert L Taylor

Background/objectives: Alloantigen H is one of thirteen systems in the chicken. Little is known about this system which has two serological alleles. The objectives of this study were (1) to identify the genetic region encoding the chicken alloantigen H, and (2) to develop DNA detection-based methods to aid H system allele identification.

Methods: SNP genotypes from Axiom chicken SNP arrays were established for samples with known H system serological types. Sources of DNA included two elite Hy-Line White Leghorn lines segregating for alloantigen H, non-pedigreed samples from the Northern Illinois University (NIU) DNA bank, plus inbred line samples. Sequence information was also available for the commercial and inbred lines.

Results: GWAS results from the elite Hy-Line lines and NIU DNA bank samples showed a very strong peak in the same 4.20-4.30 Mbp region on chromosome 24. Predicted cell membrane expression and the presence of non-synonymous SNP were criteria to identify candidate genes. Seven genes in this region have membrane-associated products: MCAM (CD146), THY1, MFRP, CLDN25, KCNJ14L, ABCG4, and PDZD3. However, only MCAM had an SNP variation that matched the serological haplotypes. Lines known to be segregating for the H system had concordance rates between serological results and SNP haplotype of 95% for both the elite HYL lines and 99% for the NIU samples, indicating that the MCAM (CD146) gene encodes the chicken H blood system.

Conclusions: The gene product is a cell adhesion molecule affecting multiple activities including angiogenesis, development, cell differentiation, cell migration, signaling transduction, and immune responses. Long, short, and soluble isoforms are found in chickens. The described DNA-based typing methods facilitate future investigations to examine H haplotype frequencies in lines with identified differential responses such as growth or immune responses. Determining H haplotype association with egg production, feed conversion, and other traits with economic importance will aid in determining the significance of this immune-related gene in overall poultry health.

背景/目的:同种异体抗原H是鸡体内13个系统之一。我们对这个有两个血清学等位基因的系统知之甚少。本研究的目的是:(1)鉴定鸡同种异体抗原H的遗传区域,(2)建立基于DNA检测的方法来辅助H系统等位基因的鉴定。方法:对已知H系统血清学分型的样品,采用Axiom鸡SNP阵列建立SNP基因型。DNA来源包括两个分离同种异体抗原H的精英hyline White Leghorn系,来自北伊利诺伊大学(NIU) DNA库的非系谱样本,以及自交系样本。商品系和自交系的序列信息也可用。结果:来自精英hyline系和NIU DNA库样本的GWAS结果显示,在24号染色体相同的4.20-4.30 Mbp区域有很强的峰值。预测细胞膜表达和非同义SNP的存在是鉴定候选基因的标准。该区域的7个基因有膜相关产物:MCAM (CD146)、THY1、MFRP、CLDN25、KCNJ14L、ABCG4和PDZD3。然而,只有MCAM具有与血清学单倍型匹配的SNP变异。已知的H系统分离系的血清学结果与SNP单倍型之间的一致性率在HYL精英系和NIU样品中分别为95%和99%,表明MCAM (CD146)基因编码鸡H血液系统。结论:该基因产物是一种影响血管生成、发育、细胞分化、细胞迁移、信号转导和免疫应答等多种活动的细胞粘附分子。在鸡体内发现了长、短和可溶性的同种异构体。所描述的基于dna的分型方法有助于未来的研究,以检查具有确定的差异反应(如生长或免疫反应)的系中的H单倍型频率。确定H单倍型与产蛋量、饲料转化率和其他具有经济重要性的性状的关联,将有助于确定该免疫相关基因在家禽整体健康中的重要性。
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引用次数: 0
Lineage-Specific Sex-Biased Transcriptional Programs in Healthy Human Truncal Skin Revealed by Single-Cell Transcriptomics. 单细胞转录组学揭示了健康人类躯干皮肤谱系特异性性别偏倚转录程序。
IF 2.8 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2026-03-31 DOI: 10.3390/genes17040415
Yu Yang, Honghao Yu, Binbin Lai

Background/Objectives: Sex differences influence skin physiology, immune regulation, and disease susceptibility, but the cellular organization of sex-biased transcriptional programs in healthy human skin remains incompletely defined. We aimed to define sex-associated differences in cellular composition and gene expression in healthy adult truncal skin at single-cell resolution. Methods: We constructed a sex-resolved single-cell transcriptomic atlas of healthy human truncal skin by integrating scRNA-seq data from 12 donors (5 males, 7 females). After quality control, 107,967 cells were classified into 14 major cell types. Sex-associated differences were assessed using donor-level pseudo-bulk analyses at both whole-skin and cell-type-resolved levels. Results: The cellular composition was conserved between sexes, with significant differences in mast cells and regulatory T cells. Whole-skin pseudo-bulk analysis identified distinct male-biased and female-biased transcriptional programs. Male-biased signals were linked to extracellular matrix organization and immune responses, while female-biased signals involved ion transport and neuromodulation. Cell-type-resolved analysis revealed that most sex-biased genes were lineage-specific, with minimal cross-lineage sharing. Conclusions: Sexual dimorphism in healthy human truncal skin is encoded through lineage-structured transcriptional regulation rather than broad compositional changes, providing a framework for understanding sex-biased skin homeostasis and disease susceptibility.

背景/目的:性别差异影响皮肤生理、免疫调节和疾病易感性,但健康人类皮肤中性别偏倚转录程序的细胞组织仍未完全确定。我们的目的是在单细胞分辨率下确定健康成人躯干皮肤细胞组成和基因表达的性别相关差异。方法:通过整合来自12名供体(5名男性,7名女性)的scRNA-seq数据,我们构建了健康人类躯干皮肤的性别分辨单细胞转录组图谱。经质量控制,将107,967个细胞分为14种主要细胞类型。在全皮肤和细胞类型分解水平上,使用供体水平的伪体积分析来评估性别相关差异。结果:细胞组成在两性之间是保守的,肥大细胞和调节性T细胞存在显著差异。全皮肤伪体积分析确定了明显的男性偏向和女性偏向的转录程序。男性偏倚信号与细胞外基质组织和免疫反应有关,而女性偏倚信号涉及离子转运和神经调节。细胞类型解析分析显示,大多数性别偏倚基因是谱系特异性的,具有最小的跨谱系共享。结论:健康人类躯干皮肤的两性二态性是通过谱系结构的转录调控而不是广泛的成分变化来编码的,这为理解性别偏倚的皮肤稳态和疾病易感性提供了一个框架。
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引用次数: 0
Population Genetic Data for 23 STR Loci of the Garifuna Ethnic Group in Honduras. 洪都拉斯加里富纳族23个STR基因座的群体遗传数据。
IF 2.8 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2026-03-31 DOI: 10.3390/genes17040402
Antonieta Zuniga, Yolly Molina, Karen Amaya, Zintia Moya, Patricia Soriano, Digna Pineda, Yessica Pinto, Oscar Garcia, Isaac Zablah

Background: The Garifunas are a distinctive Afro-indigenous community of Honduras, originating from the historical admixture of Island Carib, Arawak, and West African peoples in the seventeenth-century Caribbean. With an estimated 43,111 individuals residing primarily along the northern Atlantic coast. Their dual ancestral composition yields a genetic profile that differs meaningfully from those of other Honduran reference populations, consistent with pairwise FST comparisons with previously published Lenca and Tawahka datasets generated on the identical platform; yet no population-specific short tandem repeat (STR) reference dataset had previously been established. Methods: We genotyped 23 autosomal STR loci using the PowerPlex Fusion 6C System (Promega Corporation) in 100 unrelated Garifuna individuals (70 females, 30 males) sampled from three coastal settlements in the department of Atlántida: Triunfo de la Cruz, Ensenada, and Corozal. DNA was extracted from blood collected on FTA cards, and statistical parameters were computed using Genepop v4.2 and Arlequin v5.3.2.2. Results: A total of 217 distinct alleles were identified, with 5 to 19 alleles per locus (mean 9.43 ± 3.54). Expected heterozygosity (He) ranged from 0.6392 (D13S317) to 0.9010 (SE33), with a population mean of 0.7893. No locus deviated from Hardy-Weinberg equilibrium after Bonferroni correction (α = 0.0022). The combined random match probability was approximately 1.9 × 10-26, and the combined chance of exclusion reached 99.99999993%. Conclusions: This study provides the first Honduran Garifuna population-specific autosomal STR reference database for precise forensic likelihood ratio estimates, kinship assessments, and population genetic studies. The Garifuna's high diversity-consistent with their West African and Amerindian ancestry-indicates the risk of systematic bias when non-specific databases are used.

背景:Garifunas是洪都拉斯一个独特的非洲土著社区,起源于17世纪加勒比地区的加勒比岛人、阿拉瓦克人和西非人的历史混合。估计有43,111只主要居住在北大西洋沿岸。他们的双重祖先组成产生了与其他洪都拉斯参考种群有意义的遗传图谱,与先前在同一平台上生成的Lenca和Tawahka数据集进行的配对FST比较一致;但目前尚未建立种群特异性短串联重复序列(STR)参考数据集。方法:我们使用PowerPlex Fusion 6C系统(Promega Corporation)对来自Atlántida省Triunfo de la Cruz、Ensenada和Corozal三个沿海定居点的100名加里富纳人(70名女性,30名男性)进行了23个常染色体STR位点的基因分型。从FTA卡采集的血液中提取DNA,使用Genepop v4.2和Arlequin v5.3.2.2计算统计参数。结果:共鉴定出217个不同等位基因,每个位点有5 ~ 19个等位基因(平均9.43±3.54)。期望杂合度(He)范围为0.6392 (D13S317) ~ 0.9010 (SE33),种群平均值为0.7893。经Bonferroni校正后,没有基因座偏离Hardy-Weinberg平衡(α = 0.0022)。组合随机匹配概率约为1.9 × 10-26,组合排除概率达到99.99999993%。结论:本研究提供了第一个洪都拉斯加里富纳人群特异性常染色体STR参考数据库,用于精确的法医似然比估计、亲属评估和群体遗传研究。加利富纳人的高度多样性——与他们的西非和美洲印第安祖先一致——表明,当使用非特定数据库时,存在系统性偏见的风险。
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引用次数: 0
BRCA1 Promoter CpG Methylation in Breast Cancer: A Pilot Study in African Women. 乳腺癌BRCA1启动子CpG甲基化:非洲妇女的初步研究
IF 2.8 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2026-03-31 DOI: 10.3390/genes17040407
Tarryn Willmer, Mpoi Makhetha, Ayesha Rasheed Shaik, Lawrence Mabasa, Ines Buccimazza, Colleen Aldous

Background: Breast cancer susceptibility gene 1 (BRCA1) is a pivotal regulator of DNA repair, and its loss through germline mutations is strongly linked to the development of aggressive breast cancers with characteristic clinical and pathological features. Beyond genetic disruption, epigenetic silencing via promoter hypermethylation has emerged as a non-mutational mechanism of tumour suppressor inactivation and a potential biomarker for guiding therapeutic decisions. Here, we investigate BRCA1 promoter methylation, its impact on gene expression, and its association with clinicopathological features in a cohort of African women with breast cancer. Methods: Matched tumour and adjacent normal tissues from 27 Black African women with breast cancer were analysed for BRCA1 promoter methylation and gene expression using bisulfite pyrosequencing and quantitative real-time PCR. Associations with clinicopathological variables were assessed using Spearman's correlation analyses. Results: Five CpG sites within the BRCA1 promoter were significantly hypermethylated in breast tumours compared with matched adjacent normal tissues and showed an inverse association with BRCA1 mRNA expression. Elevated promoter methylation was enriched in hormone receptor-negative and triple-negative breast cancer subtypes and was not influenced by neoadjuvant chemotherapy. BRCA1 promoter methylation occurred independently of BRCA1 mutational status. No significant associations were observed between BRCA1 methylation and age, body mass index, smoking status, or alcohol consumption. Conclusions: Our findings provide evidence of BRCA1 epigenetic silencing in breast tumours from African women, particularly within aggressive hormone receptor-negative subtypes. These results suggest that BRCA1 promoter methylation may represent a clinically informative biomarker for patient stratification and highlight the importance of validation in larger, population-representative cohorts before clinical translation.

背景:乳腺癌易感基因1 (BRCA1)是DNA修复的关键调控因子,其通过种系突变丢失与具有特征性临床和病理特征的侵袭性乳腺癌的发展密切相关。除了遗传破坏之外,通过启动子超甲基化实现的表观遗传沉默已成为肿瘤抑制因子失活的一种非突变机制,也是指导治疗决策的潜在生物标志物。在这里,我们研究了BRCA1启动子甲基化,它对基因表达的影响,以及它与非洲乳腺癌妇女队列的临床病理特征的关系。方法:采用亚硫酸氢盐焦磷酸测序和实时荧光定量PCR对27例非洲黑人乳腺癌患者的匹配肿瘤和邻近正常组织进行BRCA1启动子甲基化和基因表达分析。使用Spearman相关分析评估与临床病理变量的关系。结果:与匹配的邻近正常组织相比,乳腺肿瘤中BRCA1启动子内的5个CpG位点显著高甲基化,并与BRCA1 mRNA表达呈负相关。启动子甲基化升高在激素受体阴性和三阴性乳腺癌亚型中富集,并且不受新辅助化疗的影响。BRCA1启动子甲基化的发生与BRCA1突变状态无关。未观察到BRCA1甲基化与年龄、体重指数、吸烟状况或饮酒之间的显著关联。结论:我们的研究结果提供了BRCA1在非洲妇女乳腺肿瘤中表观遗传沉默的证据,特别是在侵袭性激素受体阴性亚型中。这些结果表明,BRCA1启动子甲基化可能是患者分层的临床信息性生物标志物,并强调了在临床转化之前在更大的、具有人群代表性的队列中进行验证的重要性。
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引用次数: 0
Comprehensive Characterization of BrSULTRs Family and Their Expression Profiles Under Salt and Low-Temperature Stresses. 盐和低温胁迫下BrSULTRs家族的综合表征及其表达谱
IF 2.8 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2026-03-30 DOI: 10.3390/genes17040394
Shangjia Liu, Bingxue Han, Zekun Hu, Xiaojia Yin, Xiaoyan Wang, Fengchao Cui

Background: Sulfate transporters (SULTRs) are integral membrane proteins responsible for sulfate uptake, translocation, and plant adaptation to abiotic stresses. However, knowledge regarding the SULTR gene family in the economically important crop, Brassica rapa (Chinese cabbage), limited. The aim of this study is to conduct a genome-wide identification and functional characterization of BrSULTR genes and to explore their potential functions under abiotic stress.

Methods: We identified 19 BrSULTR genes in the B. rapa genome by performing homology searches with Arabidopsis thaliana SULTR sequences as queries. Subsequent bioinformatics analysis included phylogenetic classification, chromosomal localization, gene structure, conserved motif dissection, cis-regulatory element prediction, and protein-protein interaction (PPI) network analysis. Tissue-specific expression profiles of BrSULTRs were assessed using publicly available transcriptome data. Furthermore, their expression dynamics under salt (150 mM NaCl) and low-temperature (4 °C) stress were investigated by integrating transcriptomic, proteomic, and qRT-PCR data.

Results: The 19 identified BrSULTR members were phylogenetically categorized into four subfamilies and were mapped unevenly across seven chromosomes. Promoter analysis identified an array of cis-regulatory elements associated with development, hormone response, and stress response. Expression profiles revealed distinct tissue-specific patterns in roots, stems, leaves, flowers, and siliques. Under salt stress, BrSULTR13 was significantly upregulated, while BrSULTR9 and BrSULTR11 were significantly suppressed under low-temperature stress. PPI network projection indicated that the Arabidopsis homologs of BrSULTR5 may physically interact with stress-regulating enzymes such as APS and APR.

Conclusions: Our work presents a comprehensive genomic and functional overview of the BrSULTR gene family in B. rapa. The results underscore the potential functions of BrSULTRs, highlighting their involvement in sulfate transport and abiotic stress responses. These insights establish valuable insights and a foundation for further research aiming at improving stress tolerance in B. rapa through the manipulation of sulfur metabolism pathways.

背景:硫酸盐转运蛋白(SULTRs)是一种完整的膜蛋白,负责硫酸盐的吸收、转运和植物对非生物胁迫的适应。然而,对重要经济作物白菜SULTR基因家族的了解有限。本研究的目的是对BrSULTR基因进行全基因组鉴定和功能表征,并探讨其在非生物胁迫下的潜在功能。方法:以拟南芥(Arabidopsis thaliana) SULTR序列为查询对象,进行同源性检索,鉴定出rapa基因组中19个BrSULTR基因。随后的生物信息学分析包括系统发育分类、染色体定位、基因结构、保守基序解剖、顺式调控元件预测和蛋白相互作用(PPI)网络分析。使用公开的转录组数据评估BrSULTRs的组织特异性表达谱。此外,通过整合转录组学、蛋白质组学和qRT-PCR数据,研究了它们在盐(150 mM NaCl)和低温(4°C)胁迫下的表达动态。结果:鉴定的19个BrSULTR成员在系统发育上被划分为4个亚家族,并在7条染色体上不均匀地定位。启动子分析确定了一系列与发育、激素反应和应激反应相关的顺式调控元件。表达谱在根、茎、叶、花和叶鞘中显示出明显的组织特异性模式。在盐胁迫下,BrSULTR13显著上调,而BrSULTR9和BrSULTR11在低温胁迫下显著抑制。PPI网络预测表明,BrSULTR5的拟南芥同源物可能与APS和apr等应激调节酶发生物理相互作用。结论:我们的工作对油菜BrSULTR基因家族进行了全面的基因组和功能概述。这些结果强调了BrSULTRs的潜在功能,强调了它们参与硫酸盐运输和非生物胁迫反应。这些发现为进一步研究通过调控硫代谢途径提高油菜的抗逆性奠定了基础。
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引用次数: 0
Integrated Multi-Omics and Machine Learning Framework Identifies Diagnostic Signatures and Druggable Targets in Breast Cancer. 综合多组学和机器学习框架确定乳腺癌的诊断特征和可药物靶点。
IF 2.8 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2026-03-30 DOI: 10.3390/genes17040396
Zifu Wang, Jinqi Hou, Yimin Chen, Jundi Li, Sivakumar Vengusamy

Background: Breast cancer (BC) is one of the most diagnosed malignancies and a leading cause of cancer-related mortality among women worldwide, thereby posing a substantial threat to women's health worldwide. However, clinically robust diagnostic biomarkers with high sensitivity and specificity, as well as well-validated molecular targets for targeted therapy, remain limited.

Methods: BC transcriptomic data from seven GEO datasets and the TCGA-BRCA cohort (n = 1231) were integrated for analysis. After batch-effect correction, candidate genes were screened through DEA, WGCNA, and PPI networks analysis. An ensemble machine learning (ML) framework incorporating 127 algorithmic combinations was constructed, and SHAP analysis was applied to identify hub genes. Further analyses included functional enrichment, immune infiltration, miRNA regulatory network analysis, and SMR analysis. The expression patterns were validated using single-cell transcriptome data. Drug repositioning analysis and AI-assisted virtual screening were performed to prioritize compounds with favorable drug-like properties. The predicted binding modes of candidate compounds with CHEK1 were assessed by molecular docking.

Results: Thirty core genes were obtained through differential expression, WGCNA, and PPI screening. Integrated ML (127 algorithms) determined the optimal model (AUC = 0.919), and SHAP identified nine feature genes, among which CHEK1 and KIF23 showed preliminary diagnostic potential across four external cohorts (AUC: 0.625-0.938). Functional enrichment indicated that both are enriched in the cell cycle and p53 pathways, closely associated with BRCA1/ATR; immune infiltration revealed significant correlations with macrophages and CD8+ T cells, with hsa-miR-15a-5p and hsa-miR-607 being common upstream regulatory miRNAs. SMR analysis supported a causal relationship between CHEK1 expression and BC genetic susceptibility (p_SMR < 0.05, p_HEIDI > 0.05); single-cell analysis confirms its heterogeneous expression. AI-assisted virtual screening identified 25 A-grade computational candidate compounds from 171 candidates. Molecular docking suggested that Olaparib and LY294002 can form favorable interactions with the CHEK1 active pocket.

Conclusions: The study identified CHEK1 as a key diagnostic gene for BC through 127 ML algorithms and SMR causal inference. By combining AI-assisted virtual screening and molecular docking, computational candidate compounds targeting CHEK1 were prioritized. These findings represent hypothesis-generating in silico predictions and require experimental validation before any therapeutic conclusions can be drawn.

背景:乳腺癌(BC)是诊断最多的恶性肿瘤之一,也是全世界妇女癌症相关死亡的主要原因,因此对全世界妇女的健康构成重大威胁。然而,具有高灵敏度和特异性的临床诊断生物标志物以及经过充分验证的靶向治疗分子靶点仍然有限。方法:整合来自7个GEO数据集和TCGA-BRCA队列(n = 1231)的BC转录组学数据进行分析。批效应校正后,通过DEA、WGCNA和PPI网络分析筛选候选基因。构建了包含127种算法组合的集成机器学习(ML)框架,并应用SHAP分析识别轮毂基因。进一步的分析包括功能富集、免疫浸润、miRNA调控网络分析和SMR分析。使用单细胞转录组数据验证表达模式。进行药物重新定位分析和人工智能辅助虚拟筛选,以优先考虑具有良好药物样特性的化合物。通过分子对接评估候选化合物与CHEK1的预测结合模式。结果:通过差异表达、WGCNA和PPI筛选获得30个核心基因。综合ML(127种算法)确定了最优模型(AUC = 0.919), SHAP鉴定出9个特征基因,其中CHEK1和KIF23在4个外部队列中具有初步诊断潜力(AUC: 0.625-0.938)。功能富集表明两者均富集于细胞周期和p53通路,与BRCA1/ATR密切相关;免疫浸润与巨噬细胞和CD8+ T细胞有显著相关性,hsa-miR-15a-5p和hsa-miR-607是常见的上游调控mirna。SMR分析支持CHEK1表达与BC遗传易感性之间的因果关系(p_SMR < 0.05, p_HEIDI > 0.05);单细胞分析证实其异质表达。人工智能辅助虚拟筛选从171个候选化合物中鉴定出25个a级计算候选化合物。分子对接表明Olaparib和LY294002可以与CHEK1活性口袋形成良好的相互作用。结论:通过127 ML算法和SMR因果推理,研究确定CHEK1是BC的关键诊断基因。通过结合人工智能辅助虚拟筛选和分子对接,对靶向CHEK1的计算候选化合物进行优先排序。这些发现代表了在计算机上产生的假设预测,在得出任何治疗结论之前需要实验验证。
{"title":"Integrated Multi-Omics and Machine Learning Framework Identifies Diagnostic Signatures and Druggable Targets in Breast Cancer.","authors":"Zifu Wang, Jinqi Hou, Yimin Chen, Jundi Li, Sivakumar Vengusamy","doi":"10.3390/genes17040396","DOIUrl":"10.3390/genes17040396","url":null,"abstract":"<p><strong>Background: </strong>Breast cancer (BC) is one of the most diagnosed malignancies and a leading cause of cancer-related mortality among women worldwide, thereby posing a substantial threat to women's health worldwide. However, clinically robust diagnostic biomarkers with high sensitivity and specificity, as well as well-validated molecular targets for targeted therapy, remain limited.</p><p><strong>Methods: </strong>BC transcriptomic data from seven GEO datasets and the TCGA-BRCA cohort (<i>n</i> = 1231) were integrated for analysis. After batch-effect correction, candidate genes were screened through DEA, WGCNA, and PPI networks analysis. An ensemble machine learning (ML) framework incorporating 127 algorithmic combinations was constructed, and SHAP analysis was applied to identify hub genes. Further analyses included functional enrichment, immune infiltration, miRNA regulatory network analysis, and SMR analysis. The expression patterns were validated using single-cell transcriptome data. Drug repositioning analysis and AI-assisted virtual screening were performed to prioritize compounds with favorable drug-like properties. The predicted binding modes of candidate compounds with CHEK1 were assessed by molecular docking.</p><p><strong>Results: </strong>Thirty core genes were obtained through differential expression, WGCNA, and PPI screening. Integrated ML (127 algorithms) determined the optimal model (AUC = 0.919), and SHAP identified nine feature genes, among which CHEK1 and KIF23 showed preliminary diagnostic potential across four external cohorts (AUC: 0.625-0.938). Functional enrichment indicated that both are enriched in the cell cycle and p53 pathways, closely associated with BRCA1/ATR; immune infiltration revealed significant correlations with macrophages and CD8<sup>+</sup> T cells, with hsa-miR-15a-5p and hsa-miR-607 being common upstream regulatory miRNAs. SMR analysis supported a causal relationship between CHEK1 expression and BC genetic susceptibility (<i>p</i>_SMR < 0.05, <i>p</i>_HEIDI > 0.05); single-cell analysis confirms its heterogeneous expression. AI-assisted virtual screening identified 25 A-grade computational candidate compounds from 171 candidates. Molecular docking suggested that Olaparib and LY294002 can form favorable interactions with the CHEK1 active pocket.</p><p><strong>Conclusions: </strong>The study identified CHEK1 as a key diagnostic gene for BC through 127 ML algorithms and SMR causal inference. By combining AI-assisted virtual screening and molecular docking, computational candidate compounds targeting CHEK1 were prioritized. These findings represent hypothesis-generating in silico predictions and require experimental validation before any therapeutic conclusions can be drawn.</p>","PeriodicalId":12688,"journal":{"name":"Genes","volume":"17 4","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13116387/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147814166","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gene-Agnostic Therapeutic Strategies for Inherited Retinal Diseases: Neuroprotection and Immunomodulation. 遗传性视网膜疾病的基因不可知治疗策略:神经保护和免疫调节。
IF 2.8 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2026-03-30 DOI: 10.3390/genes17040392
Lucas W Rowe, S Patricia Becerra, Robert E MacLaren, Robert L Avery, Charles C Wykoff, Allen C Ho, Carl D Regillo, Dean Eliott, Andrew Osborne, Katie M Binley, Thomas A Ciulla

Background/Objectives: Inherited retinal diseases (IRDs) represent a genetically heterogeneous group of disorders caused by mutations in over 280 genes with more than 3100 identified variants. While gene-specific replacement therapies have achieved landmark success with voretigene neparvovec (Luxturna) for biallelic RPE65-associated retinal dystrophy, developing individual therapies for each genetic subtype remains impractical. This review examines gene-agnostic therapeutic approaches utilizing neuroprotection and immunomodulation that target common pathophysiological mechanisms shared across multiple IRD genotypes. Methods: We reviewed the literature on neuroprotective and immunomodulatory gene therapy strategies for IRDs, focusing on neurotrophic factors and complement system modulation. Results: Neuroprotective approaches delivering neurotrophic factors-including pigment epithelium-derived factor (PEDF), ciliary neurotrophic factor (CNTF), rod-derived cone viability factor (RdCVF), brain-derived neurotrophic factor (BDNF), fibroblast growth factors (FGFs), glial cell line-derived neurotrophic factor (GDNF), and proinsulin-have demonstrated photoreceptor preservation across multiple preclinical IRD models regardless of the underlying genetic mutation. The recent FDA approval of CNTF cell-based gene therapy (Encelto) for macular telangiectasia type 2 validates this therapeutic paradigm. Complement system inhibition represents another gene-agnostic strategy, with intravitreal complement inhibitors approved for geographic atrophy secondary to age-related macular degeneration and gene therapy approaches targeting C3, C5, or delivering soluble complement regulators under investigation for IRDs. Combination strategies simultaneously addressing multiple pathogenic pathways may offer synergistic benefits. Conclusions: Gene-agnostic approaches targeting neuroprotection and immunomodulation offer a therapeutic paradigm capable of benefiting patients across the spectrum of IRD genotypes, potentially transforming treatment for conditions where mutation-specific therapies remain unavailable.

背景/目的:遗传性视网膜疾病(IRDs)是由280多个基因突变引起的一组遗传异质性疾病,其中有3100多个已确定的变体。虽然基因特异性替代疗法在治疗双等位基因rpe65相关视网膜营养不良方面取得了里程碑式的成功,但针对每种基因亚型开发单独的治疗方法仍然不切实际。这篇综述探讨了基因不可知的治疗方法,利用神经保护和免疫调节,针对多种IRD基因型共有的常见病理生理机制。方法:我们回顾了有关IRDs的神经保护和免疫调节基因治疗策略的文献,重点关注神经营养因子和补体系统调节。结果:传递神经营养因子的神经保护方法——包括色素上皮衍生因子(PEDF)、睫状体神经营养因子(CNTF)、杆状细胞衍生的锥体活力因子(RdCVF)、脑源性神经营养因子(BDNF)、成纤维细胞生长因子(FGFs)、胶质细胞系衍生的神经营养因子(GDNF)和胰岛素原——在多种临床前IRD模型中均显示出光受体保存,而不考虑潜在的基因突变。最近FDA批准CNTF细胞基因疗法(Encelto)治疗2型黄斑毛细血管扩张,验证了这种治疗模式。补体系统抑制是另一种基因不可知的策略,玻璃体内补体抑制剂被批准用于治疗年龄相关性黄斑变性继发的地域性萎缩,针对C3、C5或提供可溶性补体调节剂的基因治疗方法正在研究中。同时处理多种致病途径的联合策略可能提供协同效益。结论:针对神经保护和免疫调节的基因不可知方法提供了一种能够使各种IRD基因型患者受益的治疗范式,可能会改变突变特异性治疗仍然无法获得的疾病的治疗方法。
{"title":"Gene-Agnostic Therapeutic Strategies for Inherited Retinal Diseases: Neuroprotection and Immunomodulation.","authors":"Lucas W Rowe, S Patricia Becerra, Robert E MacLaren, Robert L Avery, Charles C Wykoff, Allen C Ho, Carl D Regillo, Dean Eliott, Andrew Osborne, Katie M Binley, Thomas A Ciulla","doi":"10.3390/genes17040392","DOIUrl":"10.3390/genes17040392","url":null,"abstract":"<p><p><b>Background/Objectives</b>: Inherited retinal diseases (IRDs) represent a genetically heterogeneous group of disorders caused by mutations in over 280 genes with more than 3100 identified variants. While gene-specific replacement therapies have achieved landmark success with voretigene neparvovec (Luxturna) for biallelic <i>RPE65</i>-associated retinal dystrophy, developing individual therapies for each genetic subtype remains impractical. This review examines gene-agnostic therapeutic approaches utilizing neuroprotection and immunomodulation that target common pathophysiological mechanisms shared across multiple IRD genotypes. <b>Methods</b>: We reviewed the literature on neuroprotective and immunomodulatory gene therapy strategies for IRDs, focusing on neurotrophic factors and complement system modulation. <b>Results</b>: Neuroprotective approaches delivering neurotrophic factors-including pigment epithelium-derived factor (PEDF), ciliary neurotrophic factor (CNTF), rod-derived cone viability factor (RdCVF), brain-derived neurotrophic factor (BDNF), fibroblast growth factors (FGFs), glial cell line-derived neurotrophic factor (GDNF), and proinsulin-have demonstrated photoreceptor preservation across multiple preclinical IRD models regardless of the underlying genetic mutation. The recent FDA approval of CNTF cell-based gene therapy (Encelto) for macular telangiectasia type 2 validates this therapeutic paradigm. Complement system inhibition represents another gene-agnostic strategy, with intravitreal complement inhibitors approved for geographic atrophy secondary to age-related macular degeneration and gene therapy approaches targeting C3, C5, or delivering soluble complement regulators under investigation for IRDs. Combination strategies simultaneously addressing multiple pathogenic pathways may offer synergistic benefits. <b>Conclusions</b>: Gene-agnostic approaches targeting neuroprotection and immunomodulation offer a therapeutic paradigm capable of benefiting patients across the spectrum of IRD genotypes, potentially transforming treatment for conditions where mutation-specific therapies remain unavailable.</p>","PeriodicalId":12688,"journal":{"name":"Genes","volume":"17 4","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13115896/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147814129","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Genetic Characterization of the Rayed Pearl Oyster Pinctada radiata in the Eastern Adriatic Sea (Central Mediterranean). 东亚得里亚海(地中海中部)有纹珍珠牡蛎的遗传特征。
IF 2.8 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2026-03-30 DOI: 10.3390/genes17040397
Mirela Petrić, Rino Stanić, Tena Ćurko, Biljana Apostolska, Antonela Sovulj, Mate Šantić, Željka Trumbić

Background/objectives: Non-indigenous species are increasingly reshaping Mediterranean marine ecosystems, particularly under ongoing climate warming. The rayed pearl oyster Pinctada radiata, a thermophilic species originating from the Indo-Pacific region, is one of the earliest and most successful invaders in the Mediterranean Sea and has recently established populations in the Adriatic Sea.

Methods: This study integrates preliminary shell morphometric data with molecular genetic analyses based on mitochondrial cytochrome c oxidase subunit I (COI) and nuclear internal transcribed spacer 2 (ITS2) markers to confirm species identity and examine patterns of genetic variation in comparison with other Mediterranean Sea regions and the Persian Gulf.

Results: Phylogenetic analyses based on COI confirmed P. radiata as a distinct and well-supported monophyletic lineage, whereas the nuclear ITS2 marker showed limited resolution and interspecific overlap. Mediterranean and Adriatic populations showed low COI haplotype and nucleotide diversity and weak genetic structuring, consistent with recent colonization and secondary expansion, whereas Persian Gulf populations were more genetically diverse.

Conclusions: Future studies should employ larger sample sizes and broader geographic sampling across both the Mediterranean Sea and the full native range of P. radiata, combined with high-resolution genome-wide nuclear markers, to better resolve connectivity and invasion dynamics.

背景/目标:非本地物种正日益重塑地中海海洋生态系统,特别是在气候持续变暖的情况下。放射状珍珠牡蛎(Pinctada radiata)是一种源自印度太平洋地区的嗜热物种,是地中海最早和最成功的入侵者之一,最近在亚得里亚海建立了种群。方法:本研究基于线粒体细胞色素c氧化酶亚基I (COI)和核内转录间隔物2 (ITS2)标记,将初步的外壳形态计量学数据与分子遗传学分析相结合,以确定物种身份,并与其他地中海地区和波斯湾地区的遗传变异模式进行比较。结果:基于COI的系统发育分析证实了P. radiata是一个独特的、得到充分支持的单系谱系,而核ITS2标记显示有限的分辨率和种间重叠。地中海和亚得里亚海种群的COI单倍型和核苷酸多样性较低,遗传结构较弱,与近期的殖民和二次扩张一致,而波斯湾种群的遗传多样性较高。结论:未来的研究应采用更大的样本量和更广泛的地理采样,跨越地中海和辐射假单胞虫的全原生范围,结合高分辨率全基因组核标记,以更好地解决连通性和入侵动力学。
{"title":"Genetic Characterization of the Rayed Pearl Oyster <i>Pinctada radiata</i> in the Eastern Adriatic Sea (Central Mediterranean).","authors":"Mirela Petrić, Rino Stanić, Tena Ćurko, Biljana Apostolska, Antonela Sovulj, Mate Šantić, Željka Trumbić","doi":"10.3390/genes17040397","DOIUrl":"10.3390/genes17040397","url":null,"abstract":"<p><strong>Background/objectives: </strong>Non-indigenous species are increasingly reshaping Mediterranean marine ecosystems, particularly under ongoing climate warming. The rayed pearl oyster <i>Pinctada radiata</i>, a thermophilic species originating from the Indo-Pacific region, is one of the earliest and most successful invaders in the Mediterranean Sea and has recently established populations in the Adriatic Sea.</p><p><strong>Methods: </strong>This study integrates preliminary shell morphometric data with molecular genetic analyses based on mitochondrial cytochrome c oxidase subunit I (<i>COI</i>) and nuclear internal transcribed spacer 2 (ITS2) markers to confirm species identity and examine patterns of genetic variation in comparison with other Mediterranean Sea regions and the Persian Gulf.</p><p><strong>Results: </strong>Phylogenetic analyses based on <i>COI</i> confirmed <i>P. radiata</i> as a distinct and well-supported monophyletic lineage, whereas the nuclear ITS2 marker showed limited resolution and interspecific overlap. Mediterranean and Adriatic populations showed low <i>COI</i> haplotype and nucleotide diversity and weak genetic structuring, consistent with recent colonization and secondary expansion, whereas Persian Gulf populations were more genetically diverse.</p><p><strong>Conclusions: </strong>Future studies should employ larger sample sizes and broader geographic sampling across both the Mediterranean Sea and the full native range of <i>P. radiata</i>, combined with high-resolution genome-wide nuclear markers, to better resolve connectivity and invasion dynamics.</p>","PeriodicalId":12688,"journal":{"name":"Genes","volume":"17 4","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13116804/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147814224","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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