来自杂志 Genome Biology 的文献。
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1.
小年
(2025-02-25 18:46):
#paper DOI: 10.1186/s13059-023-03031-7. Yongping Zhang, Shuting Jiang et al. Genome Biology. Single-cell transcriptomics reveals multiple chemoresistant properties in leukemic stem and progenitor cells in pediatric AML. 该研究依托于儿童AML低剂量化疗联合G-CSF三期随机对照多中心临床试验(CALS III-AML18),通过精细解析患者化疗前后骨髓的异质性细胞群体结合临床大样本队列验证和功能实验,首次刻画了儿童AML化疗后残留肿瘤细胞的单细胞图谱。研究明确了患者体内的白血病干细胞和氧化磷酸化两个耐药特征及其对应的精确细胞亚群,发现了耐药的HSC-like干细胞亚群及其表面标记物CD69,并初步揭示了CD69通过调控mTOR-CCND1-CXCR4轴介导耐药的分子机制。研究还发现该干细胞耐药亚群的细胞比例高低与预后不良的临床表型和基因组特征相关,这些研究为临床诊断和监测提供了重要的理论依据。
Genome Biology,
2023-8-31.
DOI: 10.1186/s13059-023-03031-7
Abstract:
Abstract Background Cancer patients can achieve dramatic responses to chemotherapy yet retain resistant tumor cells, which ultimately results in relapse. Although xenograft model studies have identified several cellular and molecular …
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Abstract Background Cancer patients can achieve dramatic responses to chemotherapy yet retain resistant tumor cells, which ultimately results in relapse. Although xenograft model studies have identified several cellular and molecular features that are associated with chemoresistance in acute myeloid leukemia (AML), to what extent AML patients exhibit these properties remains largely unknown. Results We apply single-cell RNA sequencing to paired pre- and post-chemotherapy whole bone marrow samples obtained from 13 pediatric AML patients who had achieved disease remission, and distinguish AML clusters from normal cells based on their unique transcriptomic profiles. Approximately 50% of leukemic stem and progenitor populations actively express leukemia stem cell (LSC) and oxidative phosphorylation (OXPHOS) signatures, respectively. These clusters have a higher chance of tolerating therapy and exhibit an enhanced metabolic program in response to treatment. Interestingly, the transmembrane receptor CD69 is highly expressed in chemoresistant hematopoietic stem cell (HSC)-like populations (named the CD69+ HSC-like subpopulation). Furthermore, overexpression of CD69 results in suppression of the mTOR signaling pathway and promotion of cell quiescence and adhesion in vitro. Finally, the presence of CD69+ HSC-like cells is associated with unfavorable genetic mutations, the persistence of residual tumor cells in chemotherapy, and poor outcomes in independent pediatric and adult public AML cohorts. Conclusions Our analysis reveals leukemia stem cell and OXPHOS as two major chemoresistant features in human AML patients. CD69 may serve as a potential biomarker in defining a subpopulation of chemoresistant leukemia stem cells. These findings have important implications for targeting residual chemo-surviving AML cells.
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2.
徐炳祥
(2024-05-30 10:59):
#paper doi: 10.1186/s13059-024-03269-9 Genome Biology, 2024, Breaking down causes, consequences, and mediating effects of telomere length variation on human health。众所周知,端粒长度是细胞衰老凋亡和生物体寿命的重要指标,然而目前人们对影响端粒长度的公共卫生因素及端粒长度缩短可能导致的公共卫生后果的研究尚不充分。本文基于UKBioBank的大规模人群队列信息,借助孟德尔随机化技术分析了端粒长度缩短的风险因素及其可能导致的结局。作者发现饮酒、肥胖、尿酸高、女性生育等是端粒缩短的风险因素,而戒烟和教育水平提升是其保护因素。此外,作者发现端粒的缩短与心血管事件、肺病和自身免疫病等结局间存在因果关系。本文是一项标准的分子流行病学研究,通过学习其方法,读者可进一步总结基于公共数据开展分子流行病研究的研究思路,也可以学习如何开展大型数据的孟德尔随机化。
Abstract:
Abstract Background Telomeres form repeated DNA sequences at the ends of chromosomes, which shorten with each cell division. Yet, factors modulating telomere attrition and the health consequences thereof are not …
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Abstract Background Telomeres form repeated DNA sequences at the ends of chromosomes, which shorten with each cell division. Yet, factors modulating telomere attrition and the health consequences thereof are not fully understood. To address this, we leveraged data from 326,363 unrelated UK Biobank participants of European ancestry. Results Using linear regression and bidirectional univariable and multivariable Mendelian randomization (MR), we elucidate the relationships between leukocyte telomere length (LTL) and 142 complex traits, including diseases, biomarkers, and lifestyle factors. We confirm that telomeres shorten with age and show a stronger decline in males than in females, with these factors contributing to the majority of the 5.4% of LTL variance explained by the phenome. MR reveals 23 traits modulating LTL. Smoking cessation and high educational attainment associate with longer LTL, while weekly alcohol intake, body mass index, urate levels, and female reproductive events, such as childbirth, associate with shorter LTL. We also identify 24 traits affected by LTL, with risk for cardiovascular, pulmonary, and some autoimmune diseases being increased by short LTL, while longer LTL increased risk for other autoimmune conditions and cancers. Through multivariable MR, we show that LTL may partially mediate the impact of educational attainment, body mass index, and female age at childbirth on proxied lifespan. Conclusions Our study sheds light on the modulators, consequences, and the mediatory role of telomeres, portraying an intricate relationship between LTL, diseases, lifestyle, and socio-economic factors.
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3.
颜林林
(2023-01-01 22:47):
#paper doi:10.1186/s13059-022-02816-6 Genome Biology, 2022, Structural variant analysis of a cancer reference cell line sample using multiple sequencing technologies. 结构变异(SV)检测一直是基因组研究中充满挑战的一项工作。本文来自SEQC2(Sequencing Quality Control Phase 2)consortium。通过来自同一捐献者的乳腺癌组织及对照样本(外周血白细胞),分别构建了细胞系,作为研究材料。分别使用Illumina短读长测序、10x linked-reads测序、PacBio 和 Nanopore 长读长测序,以及 Hi-C测序,由此整合并最终鉴定出1788个SV。之后,又使用PCR方法、芯片方法、Bionano光学图谱、RNA-seq鉴别融合断点等独立的技术方法,对其中一部分结果进行验证,并评估了各技术平台对SV鉴定的性能。文章最终输出了一套SV参考集合,可用于各类SV方法的基准评估。
Abstract:
Abstract Background The cancer genome is commonly altered with thousands of structural rearrangements including insertions, deletions, translocation, inversions, duplications, and copy number variations. Thus, structural variant (SV) characterization plays a …
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Abstract Background The cancer genome is commonly altered with thousands of structural rearrangements including insertions, deletions, translocation, inversions, duplications, and copy number variations. Thus, structural variant (SV) characterization plays a paramount role in cancer target identification, oncology diagnostics, and personalized medicine. As part of the SEQC2 Consortium effort, the present study established and evaluated a consensus SV call set using a breast cancer reference cell line and matched normal control derived from the same donor, which were used in our companion benchmarking studies as reference samples. Results We systematically investigated somatic SVs in the reference cancer cell line by comparing to a matched normal cell line using multiple NGS platforms including Illumina short-read, 10X Genomics linked reads, PacBio long reads, Oxford Nanopore long reads, and high-throughput chromosome conformation capture (Hi-C). We established a consensus SV call set of a total of 1788 SVs including 717 deletions, 230 duplications, 551 insertions, 133 inversions, 146 translocations, and 11 breakends for the reference cancer cell line. To independently evaluate and cross-validate the accuracy of our consensus SV call set, we used orthogonal methods including PCR-based validation, Affymetrix arrays, Bionano optical mapping, and identification of fusion genes detected from RNA-seq. We evaluated the strengths and weaknesses of each NGS technology for SV determination, and our findings provide an actionable guide to improve cancer genome SV detection sensitivity and accuracy. Conclusions A high-confidence consensus SV call set was established for the reference cancer cell line. A large subset of the variants identified was validated by multiple orthogonal methods.
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