Single Cell RNA Sequencing Analysis on Covid-19 Data (Record no. 16594)

MARC details
000 -LEADER
fixed length control field 01718nam a22001817a 4500
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 570.285
Item number S617S
100 ## - MAIN ENTRY--AUTHOR NAME
Personal name Singh, Nishtha
245 ## - TITLE STATEMENT
Title Single Cell RNA Sequencing Analysis on Covid-19 Data
Statement of responsibility, etc by Nishtha Singh
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication IIT Jodhpur
Name of publisher Department of Bioscience and Bioengineering
Year of publication 2023
300 ## - PHYSICAL DESCRIPTION
Number of Pages 34p.
Other physical details HB
500 ## - GENERAL NOTE
General note Single-cell RNA sequencing (scRNA-seq) is the sequencing of each cell's transcriptome to obtain gene expression patterns at a cellular resolution. Analysis of transcriptomes at the cellular level provides insights into the complex microenvironment of biological tissue. Unknown and rare cell types can be identified by scRNA-seq analysis. Single-cell RNA sequencing provides gene expression of each cell, which helps in differentiating between different cell types.<br/><br/>In this research work, the R software platform is used to analyze single-cell RNA sequencing dataset of COVID-19 with the help of certain software. Analysis provides information about the transcriptome. This research work focuses on analyzing single-cell RNA-seq data of PBMCs from COVID-19 patients on R platform. The dataset for the project work was taken from Gene Expression Omnibus - NCBI. The analysis includes several steps like pre-processing of the data, quality control, data correction, normalization, scaling, feature selection, dimensional reduction (PCA), clustering, marker identification, and cluster annotation.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Department of Bioscience and Bioengineering
Topical Term Single-cell RNA Sequencing (scRNA-seq)
Topical Term PBMCs (Peripheral Blood Mononuclear Cells)
Topical Term MTech Theses
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Yadav, Pankaj
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Thesis
Holdings
Withdrawn status Lost status Damaged status Not for loan Collection code Permanent Location Current Location Shelving location Date acquired Source of acquisition Full call number Accession Number Price effective from Koha item type
        Theses S. R. Ranganathan Learning Hub S. R. Ranganathan Learning Hub Reference 2024-04-01 Office of Academics 570.285 S617S TM00530 2024-07-01 Thesis