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SequelTools: A new suite for PacBio Sequel raw sequence data analysis

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sequeltools: new tool for Pacbio raw sequence data analysis

A new suite of tools called SequelTools has been developed for analyzing PacBio raw sequence data [1]. Pacbio is a third-generation DNA sequencing method that is capable of detecting methylated bases, gives very long reads, and provides real-time sequencing.

SequelTools is a command-line program that consists of tools for read subsampling, quality control, and read filtering [1]. According to the authors, there is no such tool available yet for analyzing the quality, subsampling, and filtering of PacBio raw sequence data.

SequelTools consists of three tools that can be used one at a time.

1. Quality Control (QC) tool

This tool processes SMRTcells and generates multiple statistics and plots. These plots describe the quality of input data.

2. Read subsampling tool

It subsamples reads based on different criteria selected by the user such as random CLR selection or longest subreads per CLR.

3. Read filtering tool

This tool allows users to normalize data by minimum length or by filtering out certain low-quality scrap reads.

These tools can be easily used with command-line arguments. The main script written in bash uses Samtools for file conversion BAM and SAM file formats.

SequelTools is developed in R, bash, and Python. It requires BAM format files as input. The suite is freely accessible, fast, and efficient, and is available at https://github.com/ISUgenomics/SequelTools. It can be run on any operating system. The performance of SequelTools was also tested on benchmark data. It revealed that SequelTools took around half an hour while processing scraps only and a little more than an hour with scraps and subreads [1].

For further details, read here.


References

  1. Hufnagel, D. E., Hufford, M. B., & Seetharam, A. S. (2020). SequelTools: a suite of tools for working with PacBio Sequel raw sequence data. BMC bioinformatics21(1), 1-11.

Tariq is founder of Bioinformatics Review and CEO at IQL Technologies. His areas of expertise include algorithm design, phylogenetics, MicroArray, Plant Systematics, and genome data analysis. If you have questions, reach out to him via his homepage.

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MD Simulation

[Tutorial] Installing VIAMD on Ubuntu (Linux).

Dr. Muniba Faiza

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[Tutorial] Installing VIAMD on Ubuntu (Linux).

Visual Interactive Analysis of Molecular Dynamics (VIAMD) is a tool that allows the interactive analysis of molecular dynamics simulations [1]. In this article, we are installing it on Ubuntu (Linux).

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Docking

[Tutorial] Performing docking using DockingPie plugin in PyMOL.

Dr. Muniba Faiza

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[Tutorial] Performing docking using DockingPie plugin in PyMOL.

DockingPie [1] is a PyMOL plugin to perform computational docking within PyMOL [2]. In this article, we will perform simple docking using DockingPie1.2.

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Docking

How to install the DockingPie plugin on PyMOL?

Dr. Muniba Faiza

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How to install DockingPie plugin on PyMOL?

DockingPie [1] is a plugin of PyMOL [2] made to fulfill the purpose of docking within the PyMOL interface. This plugin will allow you to dock using four different algorithms, namely, Vina, RxDock, SMINA, and ADFR. It will also allow you to perform flexible docking. Though the installation procedure is the same for all OSs, in this article, we are installing this plugin on Ubuntu (Linux).

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Video Tutorial: Calculating binding pocket volume using PyVol plugin.

Dr. Muniba Faiza

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Calculate Binding Pocket Volume in Pymol (using PyVol plugin).

This is a video tutorial for calculating binding pocket volume using the PyVol plugin [1] in Pymol [2].

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Software

How to generate topology from SMILES for MD Simulation?

Dr. Muniba Faiza

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How to generate topology from SMILES for MD Simulation?

If you need to generate the topology of molecules using their SMILES, a simple Python script is available.

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Software

[Tutorial] Installing jdock on Ubuntu (Linux).

Dr. Muniba Faiza

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[Tutorial] Installing jdock on Ubuntu (Linux).

jdock is an extended version of idock [1]. It has the same features as the idock along with some bug fixes. However, the binary name and the GitHub repository names are changed. We are installing jdock on Ubuntu (Linux).

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Software

How to upgrade cmake on Ubuntu (Linux)?

Dr. Muniba Faiza

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How to upgrade cmake on Ubuntu/Linux?

In bioinformatics, cmake is used to install multiple software including GROMACS, jdock, and so on. Here is a short tutorial on how to upgrade cmake on Ubuntu and get rid of the previous version. (more…)

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Software

How to install GMXPBSA on Ubuntu (Linux)?

Dr. Muniba Faiza

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How to install GMXPBSA on Ubuntu (Linux)?

GMXPBSA is a tool to calculate binding free energy [1]. It is compatible with Gromacs version 4.5 and later. In this article, we will install GMXPBSA version 2.1.2 on Ubuntu (Linux).

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Docking

[Tutorial] Installing Pyrx on Windows.

Dr. Muniba Faiza

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[Tutorial] Installing Pyrx on Windows.

Pyrx [1] is another virtual screening software that also offers to perform docking using Autodock Vina. In this article, we will install Pyrx on Windows. (more…)

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MD Simulation

How to solve ‘Could NOT find CUDA: Found unsuitable version “10.1”‘ error during GROMACS installation?

Dr. Muniba Faiza

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How to solve ‘Could NOT find CUDA: Found unsuitable version “10.1”‘ error during GROMACS installation?

Compiling GROMACS [1] with GPU can be trivial. Previously, we have provided a few articles on the same. In this article, we will solve an error frequently occurring during GROMACS installation.

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Software

Installing Autodock4 on MacOS.

Dr. Muniba Faiza

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Installing Autodock4 on MacOS

Previously, we installed the Autodock suite [1] on Ubuntu. Visit this article for details. Now, let’s install it on MacOS.

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Docking

How to install Autodock4 on Ubuntu?

Dr. Muniba Faiza

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How to install Autodock4 on Ubuntu?

Autodock suite is used for docking small molecules [1]. Recently, Autodock-GPU [2] is developed to accelerate the docking process. Its installation is described in this article. In this tutorial, we will install Autodock 4.2.6 on Ubuntu.

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Software

DS Visualizer: Uses & Applications

Dr. Muniba Faiza

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DS Visualizer: Uses & Applications

Discovery Studio (DS) Visualizer (from BIOVIA) is a visualization tool for viewing, sharing, and analyzing proteins [1]. Here are some uses and applications of DS Visualizer.

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Software

Protein structure & folding information exploited from remote homologs.

Dr. Muniba Faiza

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protein structure & folding prediction using remote homologs

Remote homologs are similar protein structures that share similar functions, but there is no easily detectable sequence similarity in them. A new study has revealed that the protein folding information can be exploited from remote homologous structures. A new tool is developed to recognize such proteins and predict their structure and folding pathway. (more…)

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RNA-seq analysis

Pathonoia- A new tool to detect pathogens in RNA-seq data.

Dr. Muniba Faiza

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Pathonoia- A new tool to detect pathogens in RNA-seq data.

Detecting viruses and bacteria in RNA-seq data with less false positive rate is a difficult task. A new tool is introduced to detect pathogens in RNA-seq data with high precision and recall known as Pathonoia [1].

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Software

AlphaFill- New algorithm to fill ligands in AlphaFold models.

Dr. Muniba Faiza

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AlphaFill- New algorithm to fill ligands in AlphaFold models.

AlphaFold is a popular artificial intelligence based protein prediction tool [1]. Though it predicts good protein structures, it lacks the capability to predict the small molecules present in the structure such as ligands. For this purpose, AlphaFill is introduced by Hekkelman et al.,[2]. (more…)

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Software

How to calculate binding pocket volume using PyVol plugin in PyMol?

Dr. Muniba Faiza

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How to calculate binding pocket volume using PyVol plugin in PyMol?

Previously, we provided a tutorial for PyVol plugin [1] installation. In this article, we will calculate the binding pocket volume of protein using the same plugin in PyMol [2]. (more…)

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Software

How to generate electron density map using Pymol?

Dr. Muniba Faiza

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How to generate electron density map using Pymol?

Electron density maps are available for most of the protein structures in PDB. Therefore, in this article, we are using PDB to generate electron density maps in Pymol.

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Software

Installing PyVOL plugin in Pymol on Ubuntu (Linux).

Dr. Muniba Faiza

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Installing PyVOL plugin in Pymol on Ubuntu (Linux).

PyVOL [1] is an excellent plugin of Pymol [2] for pocket visualization of proteins. In this article, we will install the PyVOL plugin in Pymol on Ubuntu. (more…)

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Software

How to execute matlab from terminal in Ubuntu (Linux)?

Dr. Muniba Faiza

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How to execute matlab from terminal in Ubuntu (Linux)?

While trying to install Matlab [1], it generally gives an error stating “matlab: command not found.”. Here, we provide a solution to this error.

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