@@ -14,7 +14,6 @@ vignette: >

 ```{r, global_options, include = FALSE}

 library(knitr)

-library(citr)

 knitr::opts_chunk$set(fig.path='figs/', warning=FALSE, message=FALSE, collapse=TRUE)

 source("render_toc.R")

 ```

@@ -11,7 +11,7 @@

 <meta name="author" content="Simona Aufiero" />

-<meta name="date" content="2020-07-22" />

+<meta name="date" content="2020-11-26" />

 <title>circRNAprofiler: An R-based computational framework for the downstream analysis of circular RNAs</title>

@@ -209,6 +209,54 @@ color: #d14;

 }

 </style>

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@@ -365,7 +413,7 @@ summary {

 <h1 class="title toc-ignore">circRNAprofiler: An R-based computational framework for the downstream analysis of circular RNAs</h1>

 <h4 class="author">Simona Aufiero</h4>

-<h4 class="date">2020-07-22</h4>

+<h4 class="date">2020-11-26</h4>

 </div>

@@ -637,20 +685,13 @@ head(gtf)

 # in the heart generated running the command above.

 data("backSplicedJunctions")

 head(backSplicedJunctions)

-##                                  id    gene strand chrom startUpBSE endDownBSE tool C1 C2 C3 D1  D2 D3 H1

-## 1   ABHD2:+:chr15:89656956:89659752   ABHD2      + chr15   89656956   89659752   ms 35 11 38 48  38 12 34

-## 2 ACVR2A:+:chr2:148653870:148657467  ACVR2A      +  chr2  148653870  148657467   ms 56 11 76 56 121 10 37

-## 3     AFF1:+:chr4:87967318:87968746    AFF1      +  chr4   87967318   87968746   ms 47  5 34 48  47  5 54

-## 4  AGTPBP1:-:chr9:88248289:88190230 AGTPBP1      -  chr9   88248289   88190230   ms 40 23 63 56  65 18 95

-## 5  AGTPBP1:-:chr9:88248289:88200378 AGTPBP1      -  chr9   88248289   88200378   ms 13  3 19 26  43  7 20

-## 6  AGTPBP1:-:chr9:88248289:88211277 AGTPBP1      -  chr9   88248289   88211277   ms  5 11 24 27  38  5 54

-##   H2  H3

-## 1 44  41

-## 2 85 112

-## 3 10  30

-## 4 67  53

-## 5 32  23

-## 6 28  41</code></pre>

+##                                  id    gene strand chrom startUpBSE endDownBSE tool C1 C2 C3 D1  D2 D3 H1 H2  H3

+## 1   ABHD2:+:chr15:89656956:89659752   ABHD2      + chr15   89656956   89659752   ms 35 11 38 48  38 12 34 44  41

+## 2 ACVR2A:+:chr2:148653870:148657467  ACVR2A      +  chr2  148653870  148657467   ms 56 11 76 56 121 10 37 85 112

+## 3     AFF1:+:chr4:87967318:87968746    AFF1      +  chr4   87967318   87968746   ms 47  5 34 48  47  5 54 10  30

+## 4  AGTPBP1:-:chr9:88248289:88190230 AGTPBP1      -  chr9   88248289   88190230   ms 40 23 63 56  65 18 95 67  53

+## 5  AGTPBP1:-:chr9:88248289:88200378 AGTPBP1      -  chr9   88248289   88200378   ms 13  3 19 26  43  7 20 32  23

+## 6  AGTPBP1:-:chr9:88248289:88211277 AGTPBP1      -  chr9   88248289   88211277   ms  5 11 24 27  38  5 54 28  41</code></pre>

 <p>Plot the number of circRNAs identified by each detection tool.</p>

 <pre class="r"><code># Plot

 p <- ggplot(backSplicedJunctions, aes(x = tool)) +

@@ -687,20 +728,20 @@ See param fixBSJsWithGTF.</p>

 # detected in the heart merged using the code above.

 data("mergedBSJunctions")

 head(mergedBSJunctions)

-##                                       id       gene strand chrom startUpBSE endDownBSE     tool   C1  C2

-## 1        SYCP2:-:chr20:58497514:58497445      SYCP2      - chr20   58497514   58497445       cm 4858 577

-## 2 AL132709.8:+:chr14:101432017:101432103 AL132709.8      + chr14  101432017  101432103       cm 4310 502

-## 3        SLC8A1:-:chr2:40657441:40655613     SLC8A1      -  chr2   40657441   40655613    cm,ms 2687 539

-## 4        SLC8A1:-:chr2:40657444:40655613     SLC8A1      -  chr2   40657444   40655613 cm,ms,ns 2064 389

-## 5         LGMN:-:chr14:93207524:93200027       LGMN      - chr14   93207524   93200027       cm 1367 194

-## 6        EXOC6B:-:chr2:72960247:72945232     EXOC6B      -  chr2   72960247   72945232 cm,ms,ns  641  89

-##     C3   D1   D2  D3    H1   H2   H3

-## 1 4256 6561 6347 253 11050 8792 5804

-## 2 3824 5870 5609 203 10094 7953 5256

-## 3 2718 2862 5623 428  2527 4446 6113

-## 4 2357 2263 4677 324  2196 3894 5291

-## 5 1114 1652 2164 195  1428 1551 1579

-## 6  764  741 1186 277  1974 1154 1649</code></pre>

+##                                       id       gene strand chrom startUpBSE endDownBSE     tool   C1  C2   C3   D1   D2

+## 1        SYCP2:-:chr20:58497514:58497445      SYCP2      - chr20   58497514   58497445       cm 4858 577 4256 6561 6347

+## 2 AL132709.8:+:chr14:101432017:101432103 AL132709.8      + chr14  101432017  101432103       cm 4310 502 3824 5870 5609

+## 3        SLC8A1:-:chr2:40657441:40655613     SLC8A1      -  chr2   40657441   40655613    cm,ms 2687 539 2718 2862 5623

+## 4        SLC8A1:-:chr2:40657444:40655613     SLC8A1      -  chr2   40657444   40655613 cm,ms,ns 2064 389 2357 2263 4677

+## 5         LGMN:-:chr14:93207524:93200027       LGMN      - chr14   93207524   93200027       cm 1367 194 1114 1652 2164

+## 6        EXOC6B:-:chr2:72960247:72945232     EXOC6B      -  chr2   72960247   72945232 cm,ms,ns  641  89  764  741 1186

+##    D3    H1   H2   H3

+## 1 253 11050 8792 5804

+## 2 203 10094 7953 5256

+## 3 428  2527 4446 6113

+## 4 324  2196 3894 5291

+## 5 195  1428 1551 1579

+## 6 277  1974 1154 1649</code></pre>

 <p>Plot commonly identified circRNAs.</p>

 <pre class="r"><code># Plot

 p <- ggplot(mergedBSJunctions, aes(x = tool)) +

@@ -769,20 +810,20 @@ deseqResBvsA <-

         pAdjustMethod = "BH"

     )

 head(deseqResBvsA)

-##                                       id       gene      log2FC    pvalue      padj        C1        C2

-## 1        SYCP2:-:chr20:58497514:58497445      SYCP2 -0.21872628 0.6882730 0.9984061 3359.6544 1895.7608

-## 2 AL132709.8:+:chr14:101432017:101432103 AL132709.8 -0.23032811 0.6743555 0.9984061 2980.6732 1649.3448

-## 3        SLC8A1:-:chr2:40657441:40655613     SLC8A1 -0.06724610 0.8141522 0.9984061 1858.2526 1770.9100

-## 4        SLC8A1:-:chr2:40657444:40655613     SLC8A1 -0.04007647 0.8877923 0.9984061 1427.4036 1278.0779

-## 5         LGMN:-:chr14:93207524:93200027       LGMN  0.04748208 0.8536426 0.9984061  945.3782  637.3962

-## 6        EXOC6B:-:chr2:72960247:72945232     EXOC6B  0.51441043 0.1338385 0.9984061  443.2973  292.4137

-##          C3        D1        D2        D3

-## 1 2591.0545 3555.2959 2357.5131  824.6553

-## 2 2328.0528 3180.8546 2083.3923  661.6800

-## 3 1654.7195 1550.8698 2088.5924 1395.0691

-## 4 1434.9426 1226.2818 1737.2127 1056.0803

-## 5  678.2037  895.1911  803.7905  635.6039

-## 6  465.1235  401.5355  440.5247  902.8835</code></pre>

+##                                       id       gene      log2FC    pvalue      padj        C1        C2        C3

+## 1        SYCP2:-:chr20:58497514:58497445      SYCP2 -0.21872628 0.6882730 0.9984061 3359.6544 1895.7608 2591.0545

+## 2 AL132709.8:+:chr14:101432017:101432103 AL132709.8 -0.23032811 0.6743555 0.9984061 2980.6732 1649.3448 2328.0528

+## 3        SLC8A1:-:chr2:40657441:40655613     SLC8A1 -0.06724610 0.8141522 0.9984061 1858.2526 1770.9100 1654.7195

+## 4        SLC8A1:-:chr2:40657444:40655613     SLC8A1 -0.04007647 0.8877923 0.9984061 1427.4036 1278.0779 1434.9426

+## 5         LGMN:-:chr14:93207524:93200027       LGMN  0.04748208 0.8536426 0.9984061  945.3782  637.3962  678.2037

+## 6        EXOC6B:-:chr2:72960247:72945232     EXOC6B  0.51441043 0.1338385 0.9984061  443.2973  292.4137  465.1235

+##          D1        D2        D3

+## 1 3555.2959 2357.5131  824.6553

+## 2 3180.8546 2083.3923  661.6800

+## 3 1550.8698 2088.5924 1395.0691

+## 4 1226.2818 1737.2127 1056.0803

+## 5  895.1911  803.7905  635.6039

+## 6  401.5355  440.5247  902.8835</code></pre>

 <pre class="r"><code># Compare condition C Vs A

 deseqResCvsA <-

     getDeseqRes(

@@ -792,20 +833,20 @@ deseqResCvsA <-

         pAdjustMethod = "BH"

     )

 head(deseqResCvsA)

-##                                       id       gene      log2FC      pvalue       padj        C1        C2

-## 1        SYCP2:-:chr20:58497514:58497445      SYCP2  0.66419598 0.136048385 0.52337347 4634.2050 2498.0706

-## 2 AL132709.8:+:chr14:101432017:101432103 AL132709.8  0.69952766 0.110824859 0.46971699 4111.4499 2173.3647

-## 3        SLC8A1:-:chr2:40657441:40655613     SLC8A1  0.16723172 0.556461506 0.88083258 2563.2172 2333.5529

-## 4        SLC8A1:-:chr2:40657444:40655613     SLC8A1  0.31640317 0.251497581 0.66669722 1968.9171 1684.1412

-## 5         LGMN:-:chr14:93207524:93200027       LGMN -0.08792522 0.700433109 0.93530126 1304.0260  839.9059

-## 6        EXOC6B:-:chr2:72960247:72945232     EXOC6B  0.90322591 0.002513725 0.03898947  611.4709  385.3176

-##          C3       H1        H2        H3

-## 1 3487.7840 7990.915 5750.6484 3099.3849

-## 2 3133.7608 7299.574 5201.8775 2806.7483

-## 3 2227.3959 1827.425 2908.0281 3264.3935

-## 4 1931.5571 1588.059 2546.9774 2825.4386

-## 5  912.9209 1032.672 1014.4740  843.1993

-## 6  626.0966 1427.517  754.8053  880.5799</code></pre>

+##                                       id       gene      log2FC      pvalue       padj        C1        C2        C3

+## 1        SYCP2:-:chr20:58497514:58497445      SYCP2  0.66419598 0.136048385 0.52337347 4634.2050 2498.0706 3487.7840

+## 2 AL132709.8:+:chr14:101432017:101432103 AL132709.8  0.69952766 0.110824859 0.46971699 4111.4499 2173.3647 3133.7608

+## 3        SLC8A1:-:chr2:40657441:40655613     SLC8A1  0.16723172 0.556461506 0.88083258 2563.2172 2333.5529 2227.3959

+## 4        SLC8A1:-:chr2:40657444:40655613     SLC8A1  0.31640317 0.251497581 0.66669722 1968.9171 1684.1412 1931.5571

+## 5         LGMN:-:chr14:93207524:93200027       LGMN -0.08792522 0.700433109 0.93530126 1304.0260  839.9059  912.9209

+## 6        EXOC6B:-:chr2:72960247:72945232     EXOC6B  0.90322591 0.002513725 0.03898947  611.4709  385.3176  626.0966

+##         H1        H2        H3

+## 1 7990.915 5750.6484 3099.3849

+## 2 7299.574 5201.8775 2806.7483

+## 3 1827.425 2908.0281 3264.3935

+## 4 1588.059 2546.9774 2825.4386

+## 5 1032.672 1014.4740  843.1993

+## 6 1427.517  754.8053  880.5799</code></pre>

 <p>Use volcanoPlot() function.</p>

 <p>Type ?volcanoPlot for more information about the arguments of the function and its example.</p>

 <pre class="r"><code># We set the xlim and ylim to the same values for both plots to make them

@@ -939,27 +980,27 @@ head(annotatedBSJs)

 ## 4 ENST00000406785.2,ENST00000542756.1,ENST00000403092.1,ENST00000405901.3,ENST00000402441.1,ENST00000405269.1

 ## 5                                                                                           ENST00000554080.1

 ## 6                                                       ENST00000272427.6,ENST00000410104.1,ENST00000410112.2

-##          transcript totExons strand chrom startUpIntron endUpIntron startUpBSE  endUpBSE startDownBSE

-## 1 ENST00000357552.3       45      - chr20      58507116    58497515   58497514  58497445     58497514

-## 2 ENST00000423708.3        2      + chr14     101427582   101432016  101432017 101432103    101432017

-## 3 ENST00000406785.2        8      -  chr2      40679043    40657445   40657444  40655613     40657444

-## 4 ENST00000406785.2        8      -  chr2      40679043    40657445   40657444  40655613     40657444

-## 5 ENST00000554080.1        5      - chr14      93214833    93207525   93207524  93207407     93200155

-## 6 ENST00000272427.6       22      -  chr2      72968432    72960248   72960247  72960200     72945436

-##   endDownBSE startDownIntron endDownIntron exNumUpBSE exNumDownBSE numOfExons lenUpIntron lenUpBSE

-## 1   58497445        58497444      58496509          3            3          1        9601       69

-## 2  101432103              NA            NA          2            2          1        4434       86

-## 3   40655613        40655612      40404996          2            2          1       21598     1831

-## 4   40655613        40655612      40404996          2            2          1       21598     1831

-## 5   93200027        93200026      93199161          2            3          2        7308      117

-## 6   72945232        72945231      72802798          3            6          4        8184       47

-##   lenDownBSE lenDownIntron meanLengthBSEs meanLengthIntrons lenCircRNA

-## 1         69           935             69              5268         70

-## 2         86          <NA>             86              4434         87

-## 3       1831        250616           1831            136107       1832

-## 4       1831        250616           1831            136107       1832

-## 5        128           865          122.5            4086.5        247

-## 6        204        142433          125.5           75308.5        390</code></pre>

+##          transcript totExons strand chrom startUpIntron endUpIntron startUpBSE  endUpBSE startDownBSE endDownBSE

+## 1 ENST00000357552.3       45      - chr20      58507116    58497515   58497514  58497445     58497514   58497445

+## 2 ENST00000423708.3        2      + chr14     101427582   101432016  101432017 101432103    101432017  101432103

+## 3 ENST00000406785.2        8      -  chr2      40679043    40657445   40657444  40655613     40657444   40655613

+## 4 ENST00000406785.2        8      -  chr2      40679043    40657445   40657444  40655613     40657444   40655613

+## 5 ENST00000554080.1        5      - chr14      93214833    93207525   93207524  93207407     93200155   93200027

+## 6 ENST00000272427.6       22      -  chr2      72968432    72960248   72960247  72960200     72945436   72945232

+##   startDownIntron endDownIntron exNumUpBSE exNumDownBSE numOfExons lenUpIntron lenUpBSE lenDownBSE lenDownIntron

+## 1        58497444      58496509          3            3          1        9601       69         69           935

+## 2              NA            NA          2            2          1        4434       86         86          <NA>

+## 3        40655612      40404996          2            2          1       21598     1831       1831        250616

+## 4        40655612      40404996          2            2          1       21598     1831       1831        250616

+## 5        93200026      93199161          2            3          2        7308      117        128           865

+## 6        72945231      72802798          3            6          4        8184       47        204        142433

+##   meanLengthBSEs meanLengthIntrons lenCircRNA

+## 1             69              5268         70

+## 2             86              4434         87

+## 3           1831            136107       1832

+## 4           1831            136107       1832

+## 5          122.5            4086.5        247

+## 6          125.5           75308.5        390</code></pre>

 </div>

 </div>

 <div id="module-8---generate-random-bsjs" class="section level3">

@@ -1394,76 +1435,72 @@ p</code></pre>

 <div id="note" class="section level2">

 <h2>Note</h2>

 <pre class="r"><code>sessionInfo()

-## R version 4.0.2 (2020-06-22)

+## R Under development (unstable) (2020-11-23 r79474)

 ## Platform: x86_64-w64-mingw32/x64 (64-bit)

-## Running under: Windows 10 x64 (build 18362)

+## Running under: Windows 10 x64 (build 18363)

 ## 

 ## Matrix products: default

 ## 

 ## locale:

-## [1] LC_COLLATE=English_United States.1252  LC_CTYPE=English_United States.1252   

-## [3] LC_MONETARY=English_United States.1252 LC_NUMERIC=C                          

-## [5] LC_TIME=English_United States.1252    

+## [1] LC_COLLATE=English_United States.1252  LC_CTYPE=English_United States.1252    LC_MONETARY=English_United States.1252

+## [4] LC_NUMERIC=C                           LC_TIME=English_United States.1252    

 ## 

 ## attached base packages:

 ##  [1] stats4    parallel  grid      stats     graphics  grDevices utils     datasets  methods   base     

 ## 

 ## other attached packages:

-##  [1] BSgenome.Hsapiens.UCSC.hg19_1.4.3 BSgenome_1.57.4                   rtracklayer_1.49.3               

-##  [4] Biostrings_2.57.2                 XVector_0.29.3                    GenomicRanges_1.41.5             

-##  [7] GenomeInfoDb_1.25.8               IRanges_2.23.10                   S4Vectors_0.27.12                

-## [10] BiocGenerics_0.35.4               gridExtra_2.3                     VennDiagram_1.6.20               

+##  [1] BSgenome.Hsapiens.UCSC.hg19_1.4.3 BSgenome_1.59.1                   rtracklayer_1.51.0               

+##  [4] Biostrings_2.59.0                 XVector_0.31.0                    GenomicRanges_1.43.0             

+##  [7] GenomeInfoDb_1.27.1               IRanges_2.25.2                    S4Vectors_0.29.3                 

+## [10] BiocGenerics_0.37.0               gridExtra_2.3                     VennDiagram_1.6.20               

 ## [13] futile.logger_1.4.3               ggpubr_0.4.0                      ggplot2_3.3.2                    

-## [16] citr_0.3.2                        knitr_1.29                        circRNAprofiler_1.3.8            

+## [16] knitr_1.30                        circRNAprofiler_1.5.2            

 ## 

 ## loaded via a namespace (and not attached):

-##   [1] readxl_1.3.1                  backports_1.1.8               AnnotationHub_2.21.1         

-##   [4] BiocFileCache_1.13.0          plyr_1.8.6                    lazyeval_0.2.2               

-##   [7] splines_4.0.2                 BiocParallel_1.23.2           gwascat_2.21.5               

-##  [10] digest_0.6.25                 htmltools_0.5.0               magrittr_1.5                 

-##  [13] memoise_1.1.0                 openxlsx_4.1.5                limma_3.45.9                 

-##  [16] readr_1.3.1                   annotate_1.67.0               matrixStats_0.56.0           

-##  [19] R.utils_2.9.2                 askpass_1.1                   prettyunits_1.1.1            

-##  [22] colorspace_1.4-1              blob_1.2.1                    rappdirs_0.3.1               

-##  [25] haven_2.3.1                   xfun_0.15                     dplyr_1.0.0                  

-##  [28] crayon_1.3.4                  RCurl_1.98-1.2                jsonlite_1.7.0               

-##  [31] genefilter_1.71.0             survival_3.1-12               ape_5.4                      

-##  [34] glue_1.4.1                    universalmotif_1.7.14         gtable_0.3.0                 

-##  [37] zlibbioc_1.35.0               seqinr_3.6-1                  DelayedArray_0.15.7          

-##  [40] car_3.0-8                     abind_1.4-5                   scales_1.1.1                 

-##  [43] futile.options_1.0.1          DBI_1.1.0                     edgeR_3.31.4                 

-##  [46] bibtex_0.4.2.2                rstatix_0.6.0                 miniUI_0.1.1.1               

-##  [49] Rcpp_1.0.5                    xtable_1.8-4                  progress_1.2.2               

-##  [52] tidytree_0.3.3                foreign_0.8-80                bit_1.1-15.2                 

-##  [55] httr_1.4.2                    RColorBrewer_1.1-2            ellipsis_0.3.1               

-##  [58] farver_2.0.3                  pkgconfig_2.0.3               XML_3.99-0.4                 

-##  [61] R.methodsS3_1.8.0             ggseqlogo_0.1                 dbplyr_1.4.4                 

-##  [64] locfit_1.5-9.4                labeling_0.3                  tidyselect_1.1.0             

-##  [67] rlang_0.4.7                   reshape2_1.4.4                later_1.1.0.1                

-##  [70] AnnotationDbi_1.51.1          cellranger_1.1.0              munsell_0.5.0                

-##  [73] BiocVersion_3.12.0            tools_4.0.2                   generics_0.0.2               

-##  [76] RSQLite_2.2.0                 ade4_1.7-15                   broom_0.7.0                  

-##  [79] evaluate_0.14                 stringr_1.4.0                 fastmap_1.0.1                

-##  [82] yaml_2.2.1                    ggtree_2.3.2                  processx_3.4.3               

-##  [85] bit64_0.9-7.1                 zip_2.0.4                     purrr_0.3.4                  

-##  [88] nlme_3.1-148                  mime_0.9                      formatR_1.7                  

-##  [91] R.oo_1.23.0                   aplot_0.0.4                   biomaRt_2.45.2               

-##  [94] compiler_4.0.2                rstudioapi_0.11               curl_4.3                     

-##  [97] interactiveDisplayBase_1.27.5 ggsignif_0.6.0                treeio_1.13.1                

-## [100] tibble_3.0.3                  geneplotter_1.67.0            stringi_1.4.6                

-## [103] highr_0.8                     ps_1.3.3                      GenomicFeatures_1.41.2       

-## [106] forcats_0.5.0                 lattice_0.20-41               Matrix_1.2-18                

-## [109] vctrs_0.3.2                   pillar_1.4.6                  lifecycle_0.2.0              

-## [112] BiocManager_1.30.10           Rdpack_1.0.0                  cowplot_1.0.0                

-## [115] data.table_1.12.8             bitops_1.0-6                  gbRd_0.4-11                  

-## [118] httpuv_1.5.4                  patchwork_1.0.1               R6_2.4.1                     

-## [121] promises_1.1.1                rio_0.5.16                    lambda.r_1.2.4               

-## [124] MASS_7.3-51.6                 assertthat_0.2.1              SummarizedExperiment_1.19.6  

-## [127] openssl_1.4.2                 DESeq2_1.29.7                 withr_2.2.0                  

-## [130] GenomicAlignments_1.25.3      Rsamtools_2.5.3               GenomeInfoDbData_1.2.3       

-## [133] hms_0.5.3                     tidyr_1.1.0                   rmarkdown_2.3                

-## [136] rvcheck_0.1.8                 carData_3.0-4                 Biobase_2.49.0               

-## [139] shiny_1.5.0</code></pre>

+##   [1] readxl_1.3.1                  backports_1.2.0               AnnotationHub_2.23.0         

+##   [4] BiocFileCache_1.15.1          plyr_1.8.6                    splines_4.1.0                

+##   [7] BiocParallel_1.25.1           gwascat_2.23.0                digest_0.6.27                

+##  [10] htmltools_0.5.0               magrittr_2.0.1                memoise_1.1.0                

+##  [13] openxlsx_4.2.3                limma_3.47.1                  readr_1.4.0                  

+##  [16] annotate_1.69.0               matrixStats_0.57.0            R.utils_2.10.1               

+##  [19] askpass_1.1                   prettyunits_1.1.1             colorspace_2.0-0             

+##  [22] blob_1.2.1                    rappdirs_0.3.1                haven_2.3.1                  

+##  [25] rbibutils_2.0                 xfun_0.19                     dplyr_1.0.2                  

+##  [28] crayon_1.3.4                  RCurl_1.98-1.2                genefilter_1.73.0            

+##  [31] survival_3.2-7                VariantAnnotation_1.37.0      glue_1.4.2                   

+##  [34] universalmotif_1.9.5          gtable_0.3.0                  zlibbioc_1.37.0              

+##  [37] seqinr_4.2-4                  DelayedArray_0.17.3           car_3.0-10                   

+##  [40] abind_1.4-5                   scales_1.1.1                  futile.options_1.0.1         

+##  [43] DBI_1.1.0                     edgeR_3.33.0                  rstatix_0.6.0                

+##  [46] Rcpp_1.0.5                    xtable_1.8-4                  progress_1.2.2               

+##  [49] foreign_0.8-80                bit_4.0.4                     httr_1.4.2                   

+##  [52] RColorBrewer_1.1-2            ellipsis_0.3.1                farver_2.0.3                 

+##  [55] pkgconfig_2.0.3               XML_3.99-0.5                  R.methodsS3_1.8.1            

+##  [58] ggseqlogo_0.1                 dbplyr_2.0.0                  locfit_1.5-9.4               

+##  [61] labeling_0.4.2                tidyselect_1.1.0              rlang_0.4.9                  

+##  [64] reshape2_1.4.4                later_1.1.0.1                 AnnotationDbi_1.53.0         

+##  [67] munsell_0.5.0                 BiocVersion_3.13.1            cellranger_1.1.0             

+##  [70] tools_4.1.0                   generics_0.1.0                RSQLite_2.2.1                

+##  [73] ade4_1.7-16                   broom_0.7.2                   evaluate_0.14                

+##  [76] stringr_1.4.0                 fastmap_1.0.1                 yaml_2.2.1                   

+##  [79] bit64_4.0.5                   zip_2.1.1                     purrr_0.3.4                  

+##  [82] mime_0.9                      formatR_1.7                   R.oo_1.24.0                  

+##  [85] xml2_1.3.2                    biomaRt_2.47.1                compiler_4.1.0               

+##  [88] rstudioapi_0.13               filelock_1.0.2                curl_4.3                     

+##  [91] interactiveDisplayBase_1.29.0 ggsignif_0.6.0                tibble_3.0.4                 

+##  [94] geneplotter_1.69.0            stringi_1.5.3                 highr_0.8                    

+##  [97] GenomicFeatures_1.43.2        forcats_0.5.0                 lattice_0.20-41              

+## [100] Matrix_1.2-18                 vctrs_0.3.5                   pillar_1.4.7                 

+## [103] lifecycle_0.2.0               BiocManager_1.30.10           Rdpack_2.1                   

+## [106] snpStats_1.41.1               cowplot_1.1.0                 data.table_1.13.2            

+## [109] bitops_1.0-6                  gbRd_0.4-11                   httpuv_1.5.4                 

+## [112] R6_2.5.0                      promises_1.1.1                rio_0.5.16                   

+## [115] lambda.r_1.2.4                MASS_7.3-53                   assertthat_0.2.1             

+## [118] SummarizedExperiment_1.21.0   openssl_1.4.3                 DESeq2_1.31.3                

+## [121] withr_2.3.0                   GenomicAlignments_1.27.1      Rsamtools_2.7.0              

+## [124] GenomeInfoDbData_1.2.4        hms_0.5.3                     tidyr_1.1.2                  

+## [127] rmarkdown_2.5                 MatrixGenerics_1.3.0          carData_3.0-4                

+## [130] Biobase_2.51.0                shiny_1.5.0</code></pre>

 </div>

 <div id="references" class="section level2 unnumbered">

 <h2>References</h2>

@@ -1495,7 +1532,7 @@ p</code></pre>

 // add bootstrap table styles to pandoc tables

 function bootstrapStylePandocTables() {

-  $('tr.header').parent('thead').parent('table').addClass('table table-condensed');

+  $('tr.odd').parent('tbody').parent('table').addClass('table table-condensed');

 }

 $(document).ready(function () {

   bootstrapStylePandocTables();