Bulk RNAseq of chronic LPS treated female mouse pituitary across doses
Cite this dataset
Nicholas, Dequina (2024). Bulk RNAseq of chronic LPS treated female mouse pituitary across doses [Dataset]. Dryad. https://doi.org/10.5061/dryad.x69p8czrd
Abstract
To investigate the mechanisms of chronic inflammation on gonadotropin secretion we performed bulk RNA-seq on pituitaries from female mice chronically exposed to lipopolysaccharide for 6 weeks.
README: GENERAL INFORMATION
1. Title of Dataset: Bulk RNAseq of chronic LPS treated female mouse pituitary across doses
2. Author Information
Principal Investigator Contact Information
Name: Dequina Nicholas
Institution: University of California Irvine
Address: Irvine, CA USA
Email: dequinaa@uci.edu
3. Date of data collection (single date, range, approximate date): 2019-2022
4. Geographic location of data collection: La Jolla, CA and Irvine, CA
5. Experimental summary of dataset contents, contextualized in experimental procedures and results:
This dataset provides the raw and normalized counts for bulk RNA sequencing performed on pituitaries derived from LPS treated female mice. Four mice per group were treated with increasing doses of LPS by twice-weekly intraperitoneal injections for 6 weeks. The total mRNA from pituitaries from mice in diestrus was extracted. After creation of ribodepleted libraries, the samples were sequenced. Analysis of this dataset is published at https://doi.org/10.3389/fendo.2023.1279878 and demonstrated substantial remodeling of the pituitary transcriptome in response to chronic LPS treatment.
6. Information about funding sources that supported the collection of the data: NIH NICHD K99 HD098330 and R00 HD098330
SHARING/ACCESS INFORMATION
1. Licenses/restrictions placed on the data: CC0 1.0 Universal (CC0 1.0) Public Domain
2. Links to publications that cite or use the data:
Garcia C, Velez LM, Ujagar N, Del Mundo Z, Nguyen T, Fox C, Mark A, Fisch KM, Lawson MA, Duleba AJ, Seldin MM. and Nicholas DA. Lipopolysaccharide-induced Chronic Inflammation Increases Female Serum Gonadotropins and Shifts the Pituitary Transcriptomic Landscape. Front. Endocrinology (2023)
https://doi.org/10.3389/fendo.2023.1279878
3. Links to other publicly accessible locations of the data:
https://www.ncbi.nlm.nih.gov/sra/PRJNA1054603
4. Links/relationships to ancillary data sets: None
5. Was data derived from another source? No
6. Code used for analysis in the associated publication (https://doi.org/10.3389/fendo.2023.1279878) can be found at: https://github.com/Leandromvelez/pituitary-LPS-gene-analyses
7. Recommended citation for this dataset:
Garcia C, Velez LM, Ujagar N, Del Mundo Z, Nguyen T, Fox C, Mark A, Fisch KM, Lawson MA, Duleba AJ, Seldin MM. and Nicholas DA. Lipopolysaccharide-induced Chronic Inflammation Increases Female Serum Gonadotropins and Shifts the Pituitary Transcriptomic Landscape. Front. Endocrinology (2023)
DATA & FILE OVERVIEW
1. File List:
A) normed_cpms_filtered_annot.csv
B) raw_annotated_combined.counts
2. Relationship between files, if important: normed_cpms_annot.csv are normalized RNA counts derived from the data file raw_annotated_combined.counts
3. Additional related data collected that was not included in the current data package: None
4. Are there multiple versions of the dataset? No
A. If yes, name of file(s) that was updated: NA
i. Why was the file updated? NA
ii. When was the file updated? NA
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DATA-SPECIFIC INFORMATION FOR: normed_cpms_filtered_annot.csv
1. Number of Samples: 16
2. Number of treatment groups: 4
3. Treatment abbreviations and definitions:
PBS: Samples 01 to 04 are PBS control mice injected with phosphate buffered saline equivalent to the volume used to inject LPS in the experimental groups twice weekly for weeks.
Lo: Samples 05 to 08 are mice injected with LPS (5ng/kg) twice weekly for 6 weeks.
Med: Samples 09 to 12 are mice injected with LPS (500ng/kg) twice weekly for 6 weeks.
Hi: Samples 13 to 16 are mice injected with LPS (50ug/kg) twice weekly for 6 weeks.
4. Sample List:
PBS_01
PBS_02
PBS_03
PBS_04
Lo_05
Lo_06
Lo_07
Lo_08
Med_09
Med_10
Med_11
Med_12
Hi_13
Hi_14
Hi_15
Hi_16\
5. Number of genes/rows: 451
6. Column labels
A) id: Column A has the Ensembl gene ID for the gene in that row.
B) SYMBOL: Column B has the gene symbols for the gene in that row.
C) gene_type: Column C has the gene type for the gene in that row.
D-F) Headers are the sample identifiers. The letters represent dose, and the numbers represent the biological replicate. Data in these columns normalized counts per million mapped reads.
DATA-SPECIFIC INFORMATION FOR: raw_annotated_combined.counts
1. Number of Samples: 16
2. Number of treatment groups: 4
3. Treatment abbreviations and definitions:
PBS: Samples 01 to 04 are PBS control mice injected with phosphate buffered saline equivalent to the volume used to inject LPS in the experimental groups twice weekly for weeks.
Lo: Samples 05 to 08 are mice injected with LPS (5ng/kg) twice weekly for 6 weeks.
Med: Samples 09 to 12 are mice injected with LPS (500ng/kg) twice weekly for 6 weeks.
Hi: Samples 13 to 16 are mice injected with LPS (50ug/kg) twice weekly for 6 weeks.
4. Sample List:
PBS_02_S50_L004
Lo_06_S54_L004
Med_10_S58_L004
Hi_15_S63_L004
Hi_14_S62_L004
Med_09_S57_L004
Lo_07_S55_L004
Lo_08_S56_L004
PBS_01_S49_L004
Hi_13_S61_L004
Lo_05_S53_L004
PBS_04_S52_L004
PBS_03_S51_L004
Hi_16_S64_L004
Med_12_S60_L004
Med_11_S59_L004\
5. Number of genes/rows: 2768
6. Column labels
A) id: Column A has no label and has the Ensembl gene ID for the gene in that row.
B-Q) Headers are the sample identifiers. The letters represent dose, and the numbers represent the biological replicate. Data in these columns are raw counts combined from pair end reads per sample for each gene. SXX_L004 are identifiers from the sequencing run.
R) SYMBOL: Column B has the gene symbols for the gene in that row.
Methods
Pituitaries were dissected between 10 to 11 am from mice after 6 weeks of twice weekly i.p. injections and when they reache diestrous. The pituitaries were frozen in RNAlater (Qiagen) at minus 80 degrees Celsius. |
RNA was harvested using Rneasy mini plus kit (Qiagen). 1.3 ug of total RNA was used for the construction of sequencing libraries. |
RNA libraries for RNA-seq were prepared using SMARTER mRNA-Seq Library Prep Kit following manufacturer's protocols. |
RNA-seq |
CLC Genomics Workbench v 11.0.1 |
Sequence reads were trimmed for adaptor sequence/low-quality sequence using CLC genomic benchwork (parameter- Quality limit: 0.05) |
Trimmed sequence reads were mapped to GrCM38/mm10 using CLC genomic benchwork (parameters- mismath cost: 2 insertion cost: 3 deletion cost: 3 length fraction: 0.8 similarity fraction: 0.8) |
Read count extraction and normalization were performed using CLC genomic benchwork |
Funding
Eunice Kennedy Shriver National Institute of Child Health and Human Development, Award: K99 HD098330
Eunice Kennedy Shriver National Institute of Child Health and Human Development, Award: R00 HD098330