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Introduction

The demo data for tidymass is untargeted metabolomics by RPLC-QEplus (Thermo). 259 samples in total.

  • Subject samples: 220 blood samples. 110 control samples and 110 case samples.

  • QC samples: 39

Download demo data

1. MS1 data (mzXML format)

Download link.

Download and uncompress it:

2. MS2 data (mgf format)

Download link

Download and uncompress it:

3. Sample information

Download and uncompress it:

sample_info_pos

sample_info_pos is like below:

sample_id injection.order class batch subject_id group
sample_QC_01 1 QC 1 NA QC
sample_01 2 Subject 1 subject_474 Control
sample_02 3 Subject 1 subject_431 Control
sample_06 4 Subject 1 subject_414 Case
sample_07 5 Subject 1 subject_830 Control
sample_11 6 Subject 1 subject_125 Case
sample_QC_02 7 QC 1 NA QC
sample_12 8 Subject 1 subject_387 Case
sample_13 9 Subject 1 subject_834 Case
sample_14 10 Subject 1 subject_290 Case
sample_16 11 Subject 1 subject_656 Control
sample_19 12 Subject 1 subject_333 Control
sample_20 13 Subject 1 subject_403 Case
sample_22 14 Subject 1 subject_518 Case
sample_QC_03 15 QC 1 NA QC
sample_25 16 Subject 1 subject_854 Case
sample_26 17 Subject 1 subject_44 Case
sample_27 18 Subject 1 subject_774 Case
sample_28 19 Subject 1 subject_654 Control
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sample_35 25 Subject 1 subject_381 Control
sample_36 26 Subject 1 subject_635 Case
sample_QC_05 27 QC 1 NA QC
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sample_39 29 Subject 1 subject_493 Case
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sample_43 31 Subject 1 subject_762 Case
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sample_QC_06 37 QC 1 NA QC
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sample_55 40 Subject 1 subject_526 Case
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sample_QC_07 45 QC 1 NA QC
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sample_67 47 Subject 1 subject_200 Case
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sample_QC_08 51 QC 1 NA QC
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sample_78 54 Subject 1 subject_606 Control
sample_79 55 Subject 1 subject_774 Control
sample_80 56 Subject 1 subject_834 Control
sample_QC_09 57 QC 1 NA QC
sample_86 58 Subject 1 subject_270 Control
sample_87 59 Subject 1 subject_518 Control
sample_88 60 Subject 1 subject_780 Control
sample_89 61 Subject 1 subject_158 Case
sample_90 62 Subject 1 subject_552 Case
sample_93 63 Subject 1 subject_14 Control
sample_QC_10 64 QC 1 NA QC
sample_94 65 Subject 1 subject_405 Case
sample_95 66 Subject 1 subject_726 Case
sample_96 67 Subject 1 subject_114 Control
sample_97 68 Subject 1 subject_716 Control
sample_98 69 Subject 1 subject_389 Control
sample_100 70 Subject 1 subject_649 Control
sample_103 71 Subject 1 subject_330 Case
sample_104 72 Subject 1 subject_287 Control
sample_107 73 Subject 1 subject_602 Control
sample_QC_11 74 QC 1 NA QC
sample_108 75 Subject 1 subject_674 Control
sample_109 76 Subject 1 subject_405 Control
sample_110 77 Subject 1 subject_295 Control
sample_112 78 Subject 1 subject_295 Case
sample_115 79 Subject 1 subject_280 Control
sample_117 80 Subject 1 subject_793 Case
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sample_129 91 Subject 1 subject_121 Case
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sample_QC_14 95 QC 1 NA QC
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sample_145 101 Subject 1 subject_415 Case
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sample_152 107 Subject 1 subject_516 Case
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sample_187 246 Subject 2 subject_544 Control
sample_191 247 Subject 2 subject_428 Control
sample_203 248 Subject 2 subject_564 Control
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sample_279 251 Subject 2 subject_397 Case
sample_303 252 Subject 2 subject_205 Control
sample_QC_38 253 QC 2 NA QC
sample_315 254 Subject 2 subject_333 Case
sample_328 255 Subject 2 subject_541 Control
sample_329 256 Subject 2 subject_610 Control
sample_QC_39 257 QC 2 NA QC
sample_139 258 Subject 2 subject_513 Control
sample_131 259 Subject 2 subject_200 Control

sample_info_neg

sample_info_neg is like below:

sample_id injection.order class batch subject_id group
sample_QC_01 1 QC 1 NA QC
sample_01 2 Subject 1 subject_474 Control
sample_02 3 Subject 1 subject_431 Control
sample_06 4 Subject 1 subject_414 Case
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sample_14 10 Subject 1 subject_290 Case
sample_16 11 Subject 1 subject_656 Control
sample_19 12 Subject 1 subject_333 Control
sample_20 13 Subject 1 subject_403 Case
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sample_35 25 Subject 1 subject_381 Control
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sample_48 34 Subject 1 subject_848 Case
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sample_50 36 Subject 1 subject_389 Case
sample_QC_06 37 QC 1 NA QC
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sample_77 53 Subject 1 subject_474 Case
sample_78 54 Subject 1 subject_606 Control
sample_79 55 Subject 1 subject_774 Control
sample_80 56 Subject 1 subject_834 Control
sample_QC_09 57 QC 1 NA QC
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sample_108 75 Subject 1 subject_674 Control
sample_109 76 Subject 1 subject_405 Control
sample_110 77 Subject 1 subject_295 Control
sample_112 78 Subject 1 subject_295 Case
sample_115 79 Subject 1 subject_280 Control
sample_117 80 Subject 1 subject_793 Case
sample_QC_12 81 QC 1 NA QC
sample_119 82 Subject 1 subject_125 Control
sample_120 83 Subject 1 subject_674 Case
sample_122 84 Subject 1 subject_819 Case
sample_123 85 Subject 1 subject_656 Case
sample_124 86 Subject 1 subject_510 Control
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sample_125 88 Subject 2 subject_149 Case
sample_127 89 Subject 2 subject_748 Control
sample_128 90 Subject 2 subject_257 Case
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sample_135 93 Subject 2 subject_534 Case
sample_136 94 Subject 2 subject_694 Case
sample_QC_14 95 QC 2 NA QC
sample_138 96 Subject 2 subject_848 Control
sample_141 97 Subject 2 subject_620 Case
sample_142 98 Subject 2 subject_505 Control
sample_143 99 Subject 2 subject_391 Case
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sample_150 106 Subject 2 subject_525 Control
sample_152 107 Subject 2 subject_516 Case
sample_153 108 Subject 2 subject_573 Control
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sample_157 110 Subject 2 subject_132 Case
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sample_253 181 Subject 2 subject_635 Control
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Session information

sessionInfo()
#> R version 4.1.2 (2021-11-01)
#> Platform: x86_64-apple-darwin17.0 (64-bit)
#> Running under: macOS Big Sur 10.16
#> 
#> Matrix products: default
#> BLAS:   /Library/Frameworks/R.framework/Versions/4.1/Resources/lib/libRblas.0.dylib
#> LAPACK: /Library/Frameworks/R.framework/Versions/4.1/Resources/lib/libRlapack.dylib
#> 
#> locale:
#> [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
#> 
#> attached base packages:
#> [1] stats     graphics  grDevices utils     datasets  methods   base     
#> 
#> other attached packages:
#> [1] magrittr_2.0.2   kableExtra_1.3.4
#> 
#> loaded via a namespace (and not attached):
#>  [1] tidyselect_1.1.1  xfun_0.29         bslib_0.3.1       purrr_0.3.4      
#>  [5] colorspace_2.0-2  vctrs_0.3.8       htmltools_0.5.2   viridisLite_0.4.0
#>  [9] yaml_2.3.4        utf8_1.2.2        rlang_1.0.1       pkgdown_2.0.2    
#> [13] jquerylib_0.1.4   pillar_1.7.0      glue_1.6.1        bit64_4.0.5      
#> [17] lifecycle_1.0.1   stringr_1.4.0     munsell_0.5.0     ragg_1.2.1       
#> [21] rvest_1.0.2       codetools_0.2-18  memoise_2.0.1     evaluate_0.15    
#> [25] knitr_1.37        tzdb_0.2.0        fastmap_1.1.0     parallel_4.1.2   
#> [29] fansi_1.0.2       highr_0.9         readr_2.1.2       scales_1.1.1     
#> [33] cachem_1.0.6      desc_1.4.0        vroom_1.5.7       webshot_0.5.2    
#> [37] jsonlite_1.7.3    systemfonts_1.0.3 fs_1.5.2          bit_4.0.4        
#> [41] textshaping_0.3.6 hms_1.1.1         digest_0.6.29     stringi_1.7.6    
#> [45] rprojroot_2.0.2   cli_3.2.0         tools_4.1.2       sass_0.4.0       
#> [49] tibble_3.1.6      crayon_1.5.0      pkgconfig_2.0.3   ellipsis_0.3.2   
#> [53] xml2_1.3.3        rmarkdown_2.11    svglite_2.0.0     httr_1.4.2       
#> [57] rstudioapi_0.13   R6_2.5.1          compiler_4.1.2