five

Hybrid Enterobacteriaceae assemblies using PacBio+Illumina or ONT+Illumina sequencing|基因组组装数据集|测序技术数据集

收藏
Mendeley Data2024-06-25 更新2024-06-27 收录
基因组组装
测序技术
下载链接:
https://figshare.com/articles/dataset/Hybrid_Enterobacteriaceae_assemblies_using_PacBio_Illumina_or_ONT_Illumina_sequencing/7649051/3
下载链接
链接失效反馈
资源简介:
Data associated with: De Maio, Shaw, et al. on behalf of the REHAB consortium (2019), Comparison of long-read sequencing technologies in the hybrid assembly of complex bacterial genomes. biorxiv 530824 Illumina sequencing allows rapid, cheap and accurate whole genome bacterial analyses, but short reads (<300 bp) do not usually enable complete genome assembly. Long read sequencing greatly assists with resolving complex bacterial genomes, particularly when combined with short-read Illumina data (hybrid assembly). However, it is not clear how different long-read sequencing methods impact on assembly accuracy. In this study, we compared hybrid assemblies for 20 bacterial isolates, including two reference strains, using Illumina sequencing and long reads from either Oxford Nanopore Technologies (ONT) or from SMRT Pacific Biosciences (PacBio) sequencing platforms. This set of files includes all hybrid assemblies produced using Unicycler with different sequencing approaches and strategies. Each isolate has 8 hybrid assemblies = 4 x ONT-Illumina + 4 x PacBio-Illumina. There are a total of 158 hybrid assemblies from the full data as two assemblies did not finish (8x20 - 2 = 160 - 2 = 158). Additionally, there are Assemblies were produced from different long read preparation strategies. Hybrid assemblies with Unicycler (n1 = 158): • Basic: no filtering or correction of reads (i.e. all long reads available used for assembly). • Corrected: Long reads were error-corrected and subsampled (preferentially selecting longest reads) to 30-40x coverage using Canu (v1.5, https://github.com/marbl/canu) with default options. • Filtered: long reads were filtered using Filtlong (v0.1.1, https://github.com/rrwick/Filtlong) by using Illumina reads as an external reference for read quality and either removing 10% of the worst reads or by retaining 500Mbp in total, whichever resulted in fewer reads. We also removed reads shorter than 1kb and used the --trim and --split 250 options. • Subsampled: we randomly subsampled long reads to leave approximately 600Mbp (corresponding to a long read coverage around 100x). Long-read only assemblies (n2 = 20 x 2 x 2 = 80):• Flye: we ran Flye (https://github.com/fenderglass/Flye) with the options --plasmids --meta, which have been shown to improve the assemblies of plasmids in bacterial genomes (see: https://github.com/rrwick/Long-read-assembler-comparison) • Pilon: the Flye assemblies were then polished with Illumina short-reads using Pilon (https://github.com/broadinstitute/pilon). Assembly file names have the following format: ${sample-name}_${preparation-strategy}_${long-read-sequencing}.fastae.g. for sample CFT073 the filtered PacBio-Illumina assembly is: CFT073_filtered_pacbio.fasta Also included are assemblies produced after subsampling long-read data to ~10X genome coverage for the following strategies: "basic" (hybrid) and long-read ("flye" and "pilon"). There are n3 = 20 x 3 x 2 = 120 of these assemblies. These have a '10X' preceding the preparation strategy. The total number of assemblies is n1+n2+n3=158+80+120=358. See the associated preprint for more details: https://doi.org/10.1101/530824
创建时间:
2023-06-28
用户留言
有没有相关的论文或文献参考?
这个数据集是基于什么背景创建的?
数据集的作者是谁?
能帮我联系到这个数据集的作者吗?
这个数据集如何下载?
点击留言
数据主题
具身智能
数据集  4099个
机构  8个
大模型
数据集  439个
机构  10个
无人机
数据集  37个
机构  6个
指令微调
数据集  36个
机构  6个
蛋白质结构
数据集  50个
机构  8个
空间智能
数据集  21个
机构  5个
5,000+
优质数据集
54 个
任务类型
进入经典数据集
热门数据集

OpenSonarDatasets

OpenSonarDatasets是一个致力于整合开放源代码声纳数据集的仓库,旨在为水下研究和开发提供便利。该仓库鼓励研究人员扩展当前的数据集集合,以增加开放源代码声纳数据集的可见性,并提供一个更容易查找和比较数据集的方式。

github 收录

RAVDESS

情感语音和歌曲 (RAVDESS) 的Ryerson视听数据库包含7,356个文件 (总大小: 24.8 GB)。该数据库包含24位专业演员 (12位女性,12位男性),以中性的北美口音发声两个词汇匹配的陈述。言语包括平静、快乐、悲伤、愤怒、恐惧、惊讶和厌恶的表情,歌曲则包含平静、快乐、悲伤、愤怒和恐惧的情绪。每个表达都是在两个情绪强度水平 (正常,强烈) 下产生的,另外还有一个中性表达。所有条件都有三种模态格式: 纯音频 (16位,48kHz .wav),音频-视频 (720p H.264,AAC 48kHz,.mp4) 和仅视频 (无声音)。注意,Actor_18没有歌曲文件。

OpenDataLab 收录

中国逐日格点降水数据集V2(1960–2024,0.1°)

CHM_PRE V2数据集是一套高精度的中国大陆逐日格点降水数据集。该数据集基于1960年至今共3476个观测站的长期日降水观测数据,并纳入11个降水相关变量,用于表征降水的相关性。数据集采用改进的反距离加权方法,并结合基于机器学习的LGBM算法构建。CHM_PRE V2与现有的格点降水数据集(包括CHM_PRE V1、GSMaP、IMERG、PERSIANN-CDR和GLDAS)表现出良好的时空一致性。数据集基于63,397个高密度自动雨量站2015–2019年的观测数据进行验证,发现该数据集显著提高了降水测量精度,降低了降水事件的高估,为水文建模和气候评估提供了可靠的基础。CHM_PRE V2 数据集提供分辨率为0.1°的逐日降水数据,覆盖整个中国大陆(18°N–54°N,72°E–136°E)。该数据集涵盖1960–2024年,并将每年持续更新。日值数据以NetCDF格式提供,为了方便用户,我们还提供NetCDF和GeoTIFF格式的年度和月度总降水数据。

国家青藏高原科学数据中心 收录

EcoInvent

EcoInvent是一个生命周期评估(LCA)数据库,包含了大量产品的环境影响数据。它提供了详细的产品生命周期数据,包括原材料提取、生产、使用和废弃处理等各个阶段的环境影响信息。

www.ecoinvent.org 收录

NIH Chest X-rays

Over 112,000 Chest X-ray images from more than 30,000 unique patients

kaggle 收录