Literature DB >> 31667309

RNA sequencing data of human periodontal ligament cells treated with continuous and intermittent compressive force.

Jeeranan Manokawinchoke1,2, Prasit Pavasant1, Chenphop Sawangmake3, Nuttapol Limjeerajarus4, Chalida N Limjeerajarus1,5, Hiroshi Egusa2, Thanaphum Osathanon1,6.   

Abstract

Mechanical force regulates numerous biological functions. Application of different force types leads to different cell responses. This data article describes RNA sequencing data identifying gene expression of human periodontal ligament cells (hPDLs) treated with the continuous or intermittent compressive force. These data could be further utilized to investigate the controlling pathways that regulate hPDLs' behaviors by the different force types. Raw RNA sequencing data were deposited in the NCBI Sequence Read Archive (SRP136155) and NCBI Gene Expression Omnibus (GSE112122).
© 2019 The Authors.

Entities:  

Keywords:  Mechanical force; Periodontal ligament; RNA sequencing

Year:  2019        PMID: 31667309      PMCID: PMC6811957          DOI: 10.1016/j.dib.2019.104553

Source DB:  PubMed          Journal:  Data Brief        ISSN: 2352-3409


Specifications Table Gene expression data could be further investigated to reveal the regulatory pathways and mechanisms related to the influence of mechanical force on hPDLs' behaviors. Researchers in orthodontics and periodontics related areas may utilize these data to identify regulatory mechanism(s) by which force controls hPDLs' functions and responses. Specific pathways can be identified to determine different regulatory mechanism of different force types on hPDLs' biological responses. Meta-analysis can be performed with other related databases to increase statistical power of the investigation for identification of genes regulated by mechanical force.

Data

Mechanical force regulates numerous cell functions [1], [2]. Application of different force types leads to the different cell responses [2]. Periodontal ligament is always subjected to mechanical force during normal function for example chewing. This data article described the gene expression profiles of human periodontal ligament cells (hPDLs) after treating with the continuous or intermittent compressive force using RNA sequencing technique. The isolated RNA demonstrated the high intact and quality RNA input as shown by RNA integrity number higher than 9.0 (Fig. 1). After library preparation, average library concentration and size of samples were in the range of 89–231 nM and 248–293 base pair, respectively (Table 2). Library quality assurance was conducted using bioanalyzer (Fig. 2). RNA sequencing was performed using NextSeq500 (Illumina). Ninety four percent of reads exhibited Q score higher than 30 (Table 3). Average number of reads was ranged from 30.6 to 37.1 million reads (75 bp; single-end). Reads exhibited total alignment percentage higher than 96% and base calling error rate was as low as 0.21% (Table 4).
Fig. 1

RNA quality was checked by Bioanalyzer. (A–C) The unloaded control for the continuous compressive force treatment; (D–F) the continuous compressive force treatment; (G–I) the unloaded control for the intermittent compressive force treatment; (J–L) the intermittent compressive force treatment.

Table 2

Average library size and concentration.

Sample IDLibrary concentration (nM)Average library size (bp)
Control unloaded continuous force Replicate 1109293
Control unloaded continuous force Replicate 2201292
Control unloaded continuous force Replicate 3228290
Continuous compressive force Replicate 1140286
Continuous compressive force Replicate 2160290
Continuous compressive force Replicate 3222289
Control unloaded intermittent force Replicate 1209279
Control unloaded intermittent force Replicate 2152269
Control unloaded intermittent force Replicate 3231248
Intermittent compressive force Replicate 1151257
Intermittent compressive force Replicate 2112284
Intermittent compressive force Replicate 389280
Fig. 2

Quality and size of library was evaluated using Bioanalyzer. (A–C) The unloaded control for the continuous compressive force treatment; (D–F) the continuous compressive force treatment; (G–I) the unloaded control for the intermittent compressive force treatment; (J–L) the intermittent compressive force treatment.

Table 3

NextSeq run summary.

ReadError rate (%)Cluster Passing Filter (%)Read Passing Filter (millions)Q score >30 (%)
Read 1 (Forward-end)0.2195.7040094.92
Table 4

RNA-Seq alignment summary.

Sample IDRead lengthNumber of reads (million)Total aligned (%)
Control unloaded continuous force Replicate 17530.897.73
Control unloaded continuous force Replicate 27532.997.89
Control unloaded continuous force Replicate 37537.197.81
Continuous compressive force Replicate 17531.397.91
Continuous compressive force Replicate 27535.096.52
Continuous compressive force Replicate 37535.497.41
Control unloaded intermittent force Replicate 17536.597.45
Control unloaded intermittent force Replicate 27531.596.88
Control unloaded intermittent force Replicate 37531.797.47
Intermittent compressive force Replicate 17530.697.21
Intermittent compressive force Replicate 27530.796.65
Intermittent compressive force Replicate 37532.297.77
RNA quality was checked by Bioanalyzer. (A–C) The unloaded control for the continuous compressive force treatment; (D–F) the continuous compressive force treatment; (G–I) the unloaded control for the intermittent compressive force treatment; (J–L) the intermittent compressive force treatment. Information of samples for differential gene expression of RNA sequencing analysis of the mechanical compressive forces treated human periodontal ligament cells. Average library size and concentration. Quality and size of library was evaluated using Bioanalyzer. (A–C) The unloaded control for the continuous compressive force treatment; (D–F) the continuous compressive force treatment; (G–I) the unloaded control for the intermittent compressive force treatment; (J–L) the intermittent compressive force treatment. NextSeq run summary. RNA-Seq alignment summary.

Experimental design, materials and methods

Methods described in the following section are expanded version from our related work [3].

Cell isolation and culture

Experiment was approved by the Human Ethics Committee, Faculty of Dentistry, Chulalongkorn University (Study code HREC-DCU 2018-001). Periodontal tissues were gently scraped from the middle area of the tooth's root. Cell isolation was performed by the explant protocol. Growth medium was Dulbecco's Modified Eagle's Medium (Gibco, Carlsbad, CA, USA) with the addition of with 10% fetal bovine serum (Gibco), 2mM l-glutamine (Invitrogen, Carlsbad, CA, USA), 100 Units/ml penicillin (Invitrogen), 100 μg/ml streptomycin (Invitrogen), and 250 ng/ml amphotericin B (Invitrogen). The isolated cells were cultured at 37 °C in a humidified 5% CO2 atmosphere.

Compressive force treatment

Cell were subjected to mechanical compressive force using a computer-controlled apparatus [1], [4]. Briefly, cells (37,500 cells/cm2) were plated in 6-well tissue culture plates and maintained in growth medium for 24 h. After the serum starvation for 8 h, cells were treated to continuous or intermittent compressive force, according to previous publications [1], [4]. In brief, cells were continuously loaded with 1.5 g/cm2 force for a continuous force treatment. For intermittent compressive force application, cells were loaded with 1.5 g/cm2 force at frequency of 0.23 Hz.

RNA preparation and sequencing

Cells were loaded with the continuous or intermittent compressive force in serum free culture condition for 24 h. The unloaded cells were employed as the control. Total cellular RNA was extracted using a RNeasy Plus Mini Kit with DNaseI treatment (Qiagen, USA). Each group consisted of the samples from three independent individuals (Table 1). RNA sequencing and bioinformatic analyses were performed and evaluated at the Omics Science and Bioinformatics Center, Faculty of Science, Chulalongkorn University. RNA quality and quantity were determined using a Nanodrop and a bioanalyzer (Aligent 2100; Agilent Technologies, Santa Clara, CA, USA). Nanodrop analysis revealed that the extracted RNA exhibited an OD260/280 ratio of 2.06–2.09 and the OD260/230 ratio ranged from 1.58 to 1.91. The RNA concentration ranged from 141.9 to 165.5 ng/μl. Further, mRNA library was prepared using the TrueSeq mRNA stranded library preparation kit (Illumina, San Diego, CA, USA). TrueSeq adapter-index was ligated to cDNA libraries and subsequently library enrichment was performed using polymerase chain reaction amplification for 8 cycles. Bioanalyzer was employed to determine RNA integrity number (RIN) (Fig. 1) and sequencing library quality (Fig. 2). Qubit 3.0 fluorometer (Thermo Fisher Scientific, Waltham, MA, USA) was used to evaluate library size and concentration (Table 2). NextSeq500 (Illumina) was employed for sequencing analysis.
Table 1

Information of samples for differential gene expression of RNA sequencing analysis of the mechanical compressive forces treated human periodontal ligament cells.

ReplicateSourceProtocol 1Protocol 2Protocol 3SequencerRead length (bp)GEO accession number
1Human periodontal ligament cellsControl unloaded continuous compressive forceTotal RNA extractionRNA-SeqIllumina NextSeq 50075 reads forward-endGSM3058133
1Human periodontal ligament cellsContinuous compressive forceTotal RNA extractionRNA-SeqIllumina NextSeq 50075 reads forward-endGSM3058136
1Human periodontal ligament cellsControl unloaded intermittent compressive forceTotal RNA extractionRNA-SeqIllumina NextSeq 50075 reads forward-endGSM3058139
1Human periodontal ligament cellsIntermittent compressive forceTotal RNA extractionRNA-SeqIllumina NextSeq 50075 reads forward-endGSM3058142
2Human periodontal ligament cellsControl unloaded continuous compressive forceTotal RNA extractionRNA-SeqIllumina NextSeq 50075 reads forward-endGSM3058134
2Human periodontal ligament cellsContinuous compressive forceTotal RNA extractionRNA-SeqIllumina NextSeq 50075 reads forward-endGSM3058137
2Human periodontal ligament cellsControl unloaded intermittent compressive forceTotal RNA extractionRNA-SeqIllumina NextSeq 50075 reads forward-endGSM3058140
2Human periodontal ligament cellsIntermittent compressive forceTotal RNA extractionRNA-SeqIllumina NextSeq 50075 reads forward-endGSM3058143
3Human periodontal ligament cellsControl unloaded continuous compressive forceTotal RNA extractionRNA-SeqIllumina NextSeq 50075 reads forward-endGSM3058135
3Human periodontal ligament cellsContinuous compressive forceTotal RNA extractionRNA-SeqIllumina NextSeq 50075 reads forward-endGSM3058138
3Human periodontal ligament cellsControl unloaded intermittent compressive forceTotal RNA extractionRNA-SeqIllumina NextSeq 50075 reads forward-endGSM3058141
3Human periodontal ligament cellsIntermittent compressive forceTotal RNA extractionRNA-SeqIllumina NextSeq 50075 reads forward-endGSM3058144

Quality validation and read mapping

RTA2 software was used to analyze base calling and Q scoring. A bcl2fastq software was employed for file conversion and demultiplexing. FastQC and Trimmomatic were utilized to check read quality [5], [6]. Trimmomatic was also employed for read trimming and filtering [5], [6]. Homo sapiens UCSC hg38 was used as the reference for read mapping by HISAT2 [7]. Transcript quantification was performed using HTseq count [8]. The NextSeq run summary was shown in Table 3. Total alignment of each samples was demonstrated in Table 4. The distribution of raw read count was demonstrated (Fig. 3A and B). Variance was determined using principle component analysis (Fig. 3C and D). Further, the differential gene expression was determined using EdgeR [9], [10]. Genes that exhibited the Log2 fold change ≥1.0 or ≤1.0 were included. Significant difference was considered when FDR <0.05. Fig. 4 illustrated the volcano plots of up- and down-regulated genes in the continuous and intermittent compressive force treated cells compared with the control.
Fig. 3

The distribution of raw read counts for the continuous (A) and the intermittent (B) compressive force experiment. Variance of samples was examined using principle component analysis diagram (PCA) for the continuous (C) and the intermittent (D) compressive force experiment.

Fig. 4

Volcano plots demonstrated the up- and down-regulated genes in the continuous (A) and intermittent (B) compressive force treated cells compared with the control.

The distribution of raw read counts for the continuous (A) and the intermittent (B) compressive force experiment. Variance of samples was examined using principle component analysis diagram (PCA) for the continuous (C) and the intermittent (D) compressive force experiment. Volcano plots demonstrated the up- and down-regulated genes in the continuous (A) and intermittent (B) compressive force treated cells compared with the control.

Specifications Table

Subject areaBiology
More specific subject areaOral biology
Type of dataFASTQ file, Tables, Figures
How data was acquiredRNA sequencing
Data formatRaw data
Experimental factorsThe computerized controlled continuous and intermittent compressive forces.
Experimental featureshPDLs were treated with the computerized controlled continuous or intermittent compressive force for 24 hours in serum-free culture condition. Cells without mechanical treatment were used as the control. After the total RNA was isolated, the quality of mRNA was determined and mRNA was further processed for library preparation. Subsequently, gene expression profiles were analyzed using a high throughput RNA sequencing with NextSeq 500 (Illumina).
Data source locationBangkok, Thailand
Data accessibilityRaw data generated from sequencing were deposited at NCBI Sequence Read Archive (SRP136155) https://www.ncbi.nlm.nih.gov/sra?term=SRP136155 and the processed read counts of gene expression were deposited at NCBI Gene Expression Omnibus (GSE112122). https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE112122
Related research articleJ. Manokawinchoke, P. Pavasant, C. Sawangmake, N. Limjeerajarus, C. Limjeerajarus, H. Egusa, T. Osathanon, Intermittent compressive force promotes osteogenic differentiation in human periodontal ligament cells by regulating the transforming growth factor beta pathway, Cell Death and Disease (2019).
Value of the Data

Gene expression data could be further investigated to reveal the regulatory pathways and mechanisms related to the influence of mechanical force on hPDLs' behaviors.

Researchers in orthodontics and periodontics related areas may utilize these data to identify regulatory mechanism(s) by which force controls hPDLs' functions and responses.

Specific pathways can be identified to determine different regulatory mechanism of different force types on hPDLs' biological responses.

Meta-analysis can be performed with other related databases to increase statistical power of the investigation for identification of genes regulated by mechanical force.

  9 in total

1.  Mechanical Force-induced TGFB1 Increases Expression of SOST/POSTN by hPDL Cells.

Authors:  J Manokawinchoke; N Limjeerajarus; C Limjeerajarus; P Sastravaha; V Everts; P Pavasant
Journal:  J Dent Res       Date:  2015-04-13       Impact factor: 6.116

2.  HISAT: a fast spliced aligner with low memory requirements.

Authors:  Daehwan Kim; Ben Langmead; Steven L Salzberg
Journal:  Nat Methods       Date:  2015-03-09       Impact factor: 28.547

3.  Intermittent compressive stress regulates Notch target gene expression via transforming growth factor-β signaling in murine pre-osteoblast cell line.

Authors:  Jeeranan Manokawinchoke; Prasit Pavasant; Thanaphum Osathanon
Journal:  Arch Oral Biol       Date:  2017-06-01       Impact factor: 2.633

4.  Notch Signaling Participates in TGF-β-Induced SOST Expression Under Intermittent Compressive Stress.

Authors:  Jeeranan Manokawinchoke; Piyamas Sumrejkanchanakij; Prasit Pavasant; Thanaphum Osathanon
Journal:  J Cell Physiol       Date:  2017-03-01       Impact factor: 6.384

5.  Differential expression analysis of multifactor RNA-Seq experiments with respect to biological variation.

Authors:  Davis J McCarthy; Yunshun Chen; Gordon K Smyth
Journal:  Nucleic Acids Res       Date:  2012-01-28       Impact factor: 16.971

6.  HTSeq--a Python framework to work with high-throughput sequencing data.

Authors:  Simon Anders; Paul Theodor Pyl; Wolfgang Huber
Journal:  Bioinformatics       Date:  2014-09-25       Impact factor: 6.937

7.  Intermittent compressive force promotes osteogenic differentiation in human periodontal ligament cells by regulating the transforming growth factor-β pathway.

Authors:  Jeeranan Manokawinchoke; Prasit Pavasant; Chenphop Sawangmake; Nuttapol Limjeerajarus; Chalida N Limjeerajarus; Hiroshi Egusa; Thanaphum Osathanon
Journal:  Cell Death Dis       Date:  2019-10-07       Impact factor: 8.469

8.  edgeR: a Bioconductor package for differential expression analysis of digital gene expression data.

Authors:  Mark D Robinson; Davis J McCarthy; Gordon K Smyth
Journal:  Bioinformatics       Date:  2009-11-11       Impact factor: 6.937

9.  Trimmomatic: a flexible trimmer for Illumina sequence data.

Authors:  Anthony M Bolger; Marc Lohse; Bjoern Usadel
Journal:  Bioinformatics       Date:  2014-04-01       Impact factor: 6.937

  9 in total
  1 in total

1.  Intermittent compressive force induces cell cycling and reduces apoptosis in embryoid bodies of mouse induced pluripotent stem cells.

Authors:  Jeeranan Manokawinchoke; Phoonsuk Limraksasin; Hiroko Okawa; Prasit Pavasant; Hiroshi Egusa; Thanaphum Osathanon
Journal:  Int J Oral Sci       Date:  2022-01-04       Impact factor: 6.344

  1 in total

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