Application of targeted mass spectrometry in bottom-up proteomics for systems biology research.

Nathan P Manes, Aleksandra Nita-Lazar
Author Information
  1. Nathan P Manes: Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA.
  2. Aleksandra Nita-Lazar: Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA. Electronic address: nitalazarau@niaid.nih.gov.

Abstract

The enormous diversity of proteoforms produces tremendous complexity within cellular proteomes, facilitates intricate networks of molecular interactions, and constitutes a formidable analytical challenge for biomedical researchers. Currently, quantitative whole-proteome profiling often relies on non-targeted liquid chromatography-mass spectrometry (LC-MS), which samples proteoforms broadly, but can suffer from lower accuracy, sensitivity, and reproducibility compared with targeted LC-MS. Recent advances in bottom-up proteomics using targeted LC-MS have enabled previously unachievable identification and quantification of target proteins and posttranslational modifications within complex samples. Consequently, targeted LC-MS is rapidly advancing biomedical research, especially systems biology research in diverse areas that include proteogenomics, interactomics, kinomics, and biological pathway modeling. With the recent development of targeted LC-MS assays for nearly the entire human proteome, targeted LC-MS is positioned to enable quantitative proteomic profiling of unprecedented quality and accessibility to support fundamental and clinical research. Here we review recent applications of bottom-up proteomics using targeted LC-MS for systems biology research. SIGNIFICANCE: Advances in targeted proteomics are rapidly advancing systems biology research. Recent applications include systems-level investigations focused on posttranslational modifications (such as phosphoproteomics), protein conformation, protein-protein interaction, kinomics, proteogenomics, and metabolic and signaling pathways. Notably, absolute quantification of metabolic and signaling pathway proteins has enabled accurate pathway modeling and engineering. Integration of targeted proteomics with other technologies, such as RNA-seq, has facilitated diverse research such as the identification of hundreds of "missing" human proteins (genes and transcripts that appear to encode proteins but direct experimental evidence was lacking).

Keywords

References

  1. J Biosci Bioeng. 2015 Jan;119(1):117-20 [PMID: 25060728]
  2. J Mol Endocrinol. 2013 Jan 11;50(1):R11-9 [PMID: 23239898]
  3. Mol Syst Biol. 2011 Nov 08;7:549 [PMID: 22068332]
  4. Nature. 2015 Oct 1;526(7571):140-143 [PMID: 26416747]
  5. Mol Cell Proteomics. 2016 Jun;15(6):1947-61 [PMID: 27006476]
  6. Proteomics. 2011 Aug;11(15):2992-3001 [PMID: 21710567]
  7. Mol Cell. 2017 Jan 19;65(2):361-370 [PMID: 28065596]
  8. Mol Syst Biol. 2013;9:648 [PMID: 23511206]
  9. Clin Chem. 2010 Feb;56(2):291-305 [PMID: 20022980]
  10. Proteomics. 2012 Apr;12(8):1142-6 [PMID: 22577015]
  11. J Proteomics. 2010 Oct 10;73(11):2092-123 [PMID: 20816881]
  12. Proc Natl Acad Sci U S A. 2012 Feb 7;109(6):1913-8 [PMID: 22308409]
  13. J Proteome Res. 2013 Jul 5;12(7):3246-54 [PMID: 23713831]
  14. Bioinformatics. 2016 Dec 1;32(23):3676-3678 [PMID: 27503228]
  15. Nat Methods. 2012 Jan 29;9(3):283-9 [PMID: 22286385]
  16. Mol Cell Proteomics. 2007 Aug;6(8):1416-27 [PMID: 17510050]
  17. J Proteome Res. 2012 Jun 1;11(6):3467-79 [PMID: 22559222]
  18. Mol Cell Proteomics. 2015 Feb;14(2):354-70 [PMID: 25516628]
  19. J Proteomics. 2009 Jul 21;72(5):838-52 [PMID: 19121650]
  20. Proteomics. 2013 Apr;13(8):1276-91 [PMID: 23420633]
  21. Mol Cell Proteomics. 2016 May;15(5):1622-41 [PMID: 26912667]
  22. Sci Rep. 2016 Jun 06;6:27220 [PMID: 27264994]
  23. Biochemistry. 2014 Apr 15;53(14):2329-43 [PMID: 24568373]
  24. Genome Biol. 2016 Mar 14;17:47 [PMID: 26975353]
  25. J Proteome Res. 2010 Feb 5;9(2):1173-81 [PMID: 20020778]
  26. Proc Natl Acad Sci U S A. 2016 Apr 5;113(14):E2001-10 [PMID: 27006500]
  27. Anal Chem. 2016 Oct 4;88(19):9773-9779 [PMID: 27626823]
  28. J Comput Chem. 2015 Aug 5;36(21):1631-45 [PMID: 26123630]
  29. Mol Cell Proteomics. 2014 Oct;13(10):2618-31 [PMID: 24997998]
  30. Mol Syst Biol. 2016 Oct 20;12(10):883 [PMID: 27951527]
  31. Cell. 2017 Apr 6;169(2):350-360.e12 [PMID: 28388416]
  32. PLoS One. 2017 Feb 27;12(2):e0172742 [PMID: 28241048]
  33. Biophys J. 2014 Jun 17;106(12):2720-8 [PMID: 24940789]
  34. Clin Chem. 2016 Jan;62(1):48-69 [PMID: 26719571]
  35. J Proteome Res. 2015 Feb 6;14(2):967-76 [PMID: 25569337]
  36. Aging (Albany NY). 2016 Apr;8(4):796-809 [PMID: 27070352]
  37. Mol Biosyst. 2010 Jun;6(6):1018-31 [PMID: 20358043]
  38. Biol Psychiatry. 2015 Jun 1;77(11):959-68 [PMID: 25433904]
  39. Anal Chim Acta. 2017 Apr 29;964:7-23 [PMID: 28351641]
  40. Proc Natl Acad Sci U S A. 2013 Feb 26;110(9):3645-50 [PMID: 23388641]
  41. Metab Eng. 2015 Mar;28:82-90 [PMID: 25536488]
  42. Cell. 2009 Aug 21;138(4):795-806 [PMID: 19664813]
  43. Anal Chem. 2017 Feb 7;89(3):1421-1426 [PMID: 28029036]
  44. Mol Cell. 2016 Oct 20;64(2):251-266 [PMID: 27746020]
  45. Drug Metab Dispos. 2016 Dec;44(12):1920-1924 [PMID: 27621205]
  46. Nature. 2009 Aug 6;460(7256):762-5 [PMID: 19606093]
  47. Toxicol Appl Pharmacol. 2014 Apr 1;276(1):47-54 [PMID: 24440445]
  48. J Proteome Res. 2017 Feb 3;16(2):831-841 [PMID: 27936760]
  49. Nat Biotechnol. 2007 Jan;25(1):125-31 [PMID: 17195840]
  50. Methods. 2015 Jan 15;72:57-64 [PMID: 25448295]
  51. Mol Biosyst. 2014 Jul;10(7):1698-708 [PMID: 24525632]
  52. Nat Methods. 2014 Oct;11(10):1045-8 [PMID: 25194849]
  53. Proteomics. 2015 Mar;15(5-6):930-49 [PMID: 25158685]
  54. Nat Commun. 2015 Jan 12;6:5924 [PMID: 25581283]
  55. Bioinformatics. 2013 May 1;29(9):1229-30 [PMID: 23508970]
  56. Anal Chem. 2011 Apr 1;83(7):2677-84 [PMID: 21395229]
  57. J Proteome Res. 2013 Jan 4;12(1):123-34 [PMID: 23256950]
  58. Biochim Biophys Acta. 2016 Jan;1864(1):20-8 [PMID: 26472331]
  59. J Proteome Res. 2015 Jan 2;14(1):411-21 [PMID: 25363195]
  60. Sci Signal. 2016 Jul 12;9(436):rs6 [PMID: 27405981]
  61. J Proteome Res. 2015 Feb 6;14(2):1137-46 [PMID: 25546269]
  62. Nat Methods. 2016 May;13(5):431-4 [PMID: 27018578]
  63. Proteomics. 2015 Apr;15(7):1202-14 [PMID: 25476245]
  64. Mol Cell Proteomics. 2014 Apr;13(4):1065-75 [PMID: 24520089]
  65. Nature. 2016 Sep 14;537(7620):347-55 [PMID: 27629641]
  66. Nat Methods. 2012 May 30;9(6):555-66 [PMID: 22669653]
  67. Mol Biosyst. 2015 Feb;11(2):361-5 [PMID: 25431973]
  68. Nature. 2014 May 29;509(7502):582-7 [PMID: 24870543]
  69. Proteomics. 2010 Dec;10(23):4301-5 [PMID: 21046619]
  70. Mol Cell. 2017 Jul 6;67(1):71-83.e7 [PMID: 28625553]
  71. Mol Syst Biol. 2011 Jul 19;7:510 [PMID: 21772258]
  72. Methods. 2013 Jun 15;61(3):304-12 [PMID: 23523700]
  73. Annu Rev Immunol. 2011;29:527-85 [PMID: 21219182]
  74. Methods. 2013 Jun 15;61(3):287-98 [PMID: 23702368]
  75. Nat Commun. 2012;3:1301 [PMID: 23250431]
  76. Data Brief. 2016 Jul 26;8:1365-9 [PMID: 27595127]
  77. Nat Biotechnol. 2010 Jul;28(7):647-50 [PMID: 20622826]
  78. J Proteome Res. 2014 Mar 7;13(3):1757-65 [PMID: 24490786]
  79. Science. 2014 Oct 3;346(6205):1255784 [PMID: 25278616]
  80. Mol Cell Proteomics. 2008 Nov;7(11):2270-8 [PMID: 18641041]
  81. Curr Opin Microbiol. 2011 Apr;14(2):167-73 [PMID: 21342783]
  82. Anal Chem. 2012 Jul 17;84(14):6233-9 [PMID: 22724890]
  83. J Proteome Res. 2015 Jul 2;14(7):2906-14 [PMID: 26011226]
  84. Mol Biosyst. 2010 Oct;6(10):2004-14 [PMID: 20694217]
  85. J Proteome Res. 2014 Dec 5;13(12):5452-60 [PMID: 25403019]
  86. Mol Cell Proteomics. 2014 Apr;13(4):954-68 [PMID: 24482123]
  87. Mol Cell Proteomics. 2016 Apr;15(4):1309-22 [PMID: 26750110]
  88. Elife. 2015 May 18;4:e07794 [PMID: 25985086]
  89. Mol Cell Proteomics. 2013 Feb;12(2):499-514 [PMID: 23211419]
  90. Metab Eng. 2015 Mar;28:123-133 [PMID: 25554074]
  91. Mol Cell Proteomics. 2017 Apr;16(4 suppl 1):S29-S41 [PMID: 28183813]
  92. J Proteome Res. 2016 Nov 4;15(11):4030-4038 [PMID: 27527821]
  93. Nat Commun. 2017 Jan 24;8:14271 [PMID: 28117396]
  94. Structure. 2011 Dec 7;19(12):1744-51 [PMID: 22153497]
  95. Proteomics. 2012 Apr;12(8):1289-99 [PMID: 22577029]
  96. Proteomics. 2010 Mar;10(6):1106-26 [PMID: 20077412]
  97. Proteomics. 2015 Sep;15(18):3193-208 [PMID: 26097198]
  98. J Proteome Res. 2013 Oct 4;12(10):4627-41 [PMID: 23957277]
  99. Nat Methods. 2011 Nov 06;8(12):1041-3 [PMID: 22056677]
  100. Proteomics. 2014 Dec;14(23-24):2676-87 [PMID: 25266668]
  101. J Proteome Res. 2016 Sep 2;15(9):3204-13 [PMID: 27447838]
  102. PLoS One. 2016 Dec 20;11(12):e0167547 [PMID: 27997545]
  103. Mol Cell Proteomics. 2006 Jun;5(6):1146-57 [PMID: 16546994]
  104. Mol Cell Proteomics. 2015 Sep;14(9):2331-40 [PMID: 26100116]
  105. J Proteome Res. 2014 Mar 7;13(3):1211-22 [PMID: 24494973]
  106. J Proteome Res. 2010 May 7;9(5):2752-61 [PMID: 20205385]
  107. Anal Chem. 2009 Dec 15;81(24):10254-61 [PMID: 19924867]
  108. Mol Syst Biol. 2012;8:623 [PMID: 23149688]
  109. J Proteome Res. 2016 Nov 4;15(11):4039-4046 [PMID: 27457493]
  110. Proteomics. 2015 Mar;15(5-6):880-90 [PMID: 25546610]
  111. Proteomics. 2015 Mar;15(5-6):964-80 [PMID: 25430050]
  112. Mol Cell Proteomics. 2012 Aug;11(8):422-34 [PMID: 22535206]
  113. Mol Cell Proteomics. 2008 Feb;7(2):442-7 [PMID: 18029347]
  114. Mol Cell Proteomics. 2016 Jun;15(6):2093-107 [PMID: 27067054]
  115. J Proteome Res. 2013 Jun 7;12(6):2582-96 [PMID: 23586733]
  116. Proteomics. 2012 Apr;12(8):1176-84 [PMID: 22577019]
  117. Proteomics. 2016 Aug;16(15-16):2193-205 [PMID: 27219855]
  118. Anal Bioanal Chem. 2014 Jan;406(1):283-91 [PMID: 24220761]
  119. J Proteome Res. 2010 Aug 6;9(8):4215-27 [PMID: 20590165]
  120. J Proteome Res. 2015 Sep 4;14(9):3779-92 [PMID: 26123309]
  121. J Proteome Res. 2015 Sep 4;14(9):3621-34 [PMID: 26132440]
  122. J Proteome Res. 2015 Jun 5;14(6):2528-38 [PMID: 25874902]
  123. J Proteomics. 2014 Jan 16;96:184-99 [PMID: 24231108]
  124. Synth Syst Biotechnol. 2016 Feb 17;1(3):150-157 [PMID: 29062939]
  125. Mol Cell Proteomics. 2013 Jun;12(6):1513-29 [PMID: 23418394]
  126. Nat Chem Biol. 2013 Jan;9(1):59-64 [PMID: 23160002]
  127. Mol Syst Biol. 2011 Feb 1;7:464 [PMID: 21283140]
  128. J Proteome Res. 2011 Jan 7;10(1):305-19 [PMID: 21080693]
  129. Nat Methods. 2010 Oct;7(10):837-42 [PMID: 20835247]
  130. Nat Methods. 2014 Jul;11(7):703-4 [PMID: 24972168]
  131. OMICS. 2012 Sep;16(9):483-8 [PMID: 22804252]
  132. Nat Protoc. 2017 Nov;12(11):2391-2410 [PMID: 29072706]
  133. Acta Chim Slov. 2016;63(3):424-39 [PMID: 27640371]
  134. Mol Cell Proteomics. 2013 Apr;12(4):1005-16 [PMID: 23408683]
  135. Metab Eng. 2014 Nov;26:48-56 [PMID: 25205128]
  136. Proteomics. 2016 Aug;16(15-16):2160-82 [PMID: 27302376]
  137. Nat Biotechnol. 2009 Feb;27(2):190-8 [PMID: 19169245]
  138. Nat Methods. 2013 Jan;10(1):47-53 [PMID: 23399932]
  139. Cell. 2010 Dec 23;143(7):1174-89 [PMID: 21183079]
  140. Nucleic Acids Res. 2017 Jan 4;45(D1):D313-D319 [PMID: 27899672]
  141. Methods Mol Biol. 2017;1546:213-221 [PMID: 27896771]
  142. J Pharm Biomed Anal. 2014 Nov;100:393-401 [PMID: 25218440]
  143. ACS Synth Biol. 2017 Jul 21;6(7):1305-1314 [PMID: 28333434]
  144. Mol Cell Proteomics. 2014 Sep;13(9):2260-76 [PMID: 24878497]
  145. Mol Autism. 2014 Jul 04;5:38 [PMID: 25061506]
  146. Nature. 2008 Oct 30;455(7217):1251-4 [PMID: 18820680]
  147. Proteomics. 2016 Aug;16(15-16):2128-40 [PMID: 27252046]
  148. Sci Rep. 2017 Apr 03;7:45570 [PMID: 28368040]
  149. J Proteomics. 2012 Aug 3;75(15):4602-9 [PMID: 22387130]
  150. Mol Cell Proteomics. 2016 Sep;15(9):2924-38 [PMID: 27340238]
  151. J Pharm Biomed Anal. 2015 Sep 10;113:163-80 [PMID: 25700721]
  152. Anal Chem. 2017 Feb 21;89(4):2440-2448 [PMID: 28192931]
  153. Free Radic Biol Med. 2016 Nov;100:182-187 [PMID: 27216708]
  154. Methods. 2015 Jun 15;81:41-9 [PMID: 25782629]
  155. Thromb Haemost. 2014 Dec;112(6):1230-43 [PMID: 25104417]
  156. Metab Eng. 2011 Mar;13(2):194-203 [PMID: 21215324]
  157. Proteomics Clin Appl. 2015 Apr;9(3-4):307-21 [PMID: 25504613]
  158. Mol Cell Proteomics. 2012 Aug;11(8):540-9 [PMID: 22535207]
  159. Expert Rev Proteomics. 2017 May;14(5):419-429 [PMID: 28436239]
  160. Anal Chem. 2014 Nov 4;86(21):10700-7 [PMID: 25301106]
  161. Proteomics. 2016 Aug;16(15-16):2183-92 [PMID: 27130639]
  162. Mol Cell Proteomics. 2008 Aug;7(8):1489-500 [PMID: 18408245]
  163. ChemMedChem. 2016 Apr 19;11(8):738-56 [PMID: 26864455]
  164. FEBS Lett. 2013 Sep 2;587(17):2832-41 [PMID: 23831062]
  165. Nat Commun. 2017 Aug 21;8(1):291 [PMID: 28827567]
  166. J Proteome Res. 2015 Jan 2;14(1):193-201 [PMID: 25341124]
  167. J Biol Chem. 2014 Apr 18;289(16):11421-30 [PMID: 24591515]
  168. Nat Biotechnol. 2009 Oct;27(10):933-40 [PMID: 19801977]
  169. J Proteomics. 2014 Aug 28;108:269-83 [PMID: 24878426]
  170. J Proteomics. 2015 Jan 15;113:366-77 [PMID: 25451015]
  171. Proc Natl Acad Sci U S A. 2012 Jul 31;109(31):12432-7 [PMID: 22802652]
  172. PLoS Comput Biol. 2012 Jan;8(1):e1002351 [PMID: 22253587]
  173. Anal Chem. 2009 Sep 15;81(18):7823-8 [PMID: 19697948]
  174. Bioinformatics. 2014 Sep 1;30(17):2524-6 [PMID: 24794931]
  175. Anal Chem. 2015 Oct 20;87(20):10222-9 [PMID: 26398777]
  176. J Proteomics. 2016 Mar 16;136:222-33 [PMID: 26825536]
  177. Philos Trans A Math Phys Eng Sci. 2016 Oct 28;374(2079): [PMID: 27644981]
  178. Genome Res. 2017 Dec;27(12):2083-2095 [PMID: 29141959]
  179. Pharm Res. 2008 Jun;25(6):1469-83 [PMID: 18219561]
  180. J Proteome Res. 2013 Apr 5;12(4):2005-11 [PMID: 23464858]
  181. Nat Biotechnol. 2011 Jun 26;29(7):653-8 [PMID: 21706016]
  182. J Pharmacol Exp Ther. 2014 May;349(2):221-8 [PMID: 24594750]
  183. Mol Cell Proteomics. 2015 Jan;14(1):15-29 [PMID: 25316709]
  184. Proteomics Clin Appl. 2015 Aug;9(7-8):684-94 [PMID: 25684324]
  185. J Proteome Res. 2014 Sep 5;13(9):4205-10 [PMID: 25102069]
  186. Mol Cell Proteomics. 2010 Jul;9(7):1400-10 [PMID: 20233844]
  187. J Proteomics. 2014 Jun 25;106:151-61 [PMID: 24769191]
  188. J Proteome Res. 2016 Nov 4;15(11):3998-4019 [PMID: 27444420]
  189. Proc Natl Acad Sci U S A. 2009 Jul 14;106(28):11606-11 [PMID: 19564600]
  190. Curr Opin Struct Biol. 2014 Feb;24:54-62 [PMID: 24721453]
  191. Nat Methods. 2010 Jan;7(1):43-6 [PMID: 19966807]
  192. Cell. 2016 Jul 28;166(3):766-778 [PMID: 27453469]
  193. J Proteome Res. 2011 Feb 4;10(2):604-13 [PMID: 21058741]
  194. Nat Biotechnol. 2016 Jan;34(1):104-10 [PMID: 26641532]
  195. J Proteomics. 2012 May 17;75(9):2660-9 [PMID: 22476105]
  196. Biotechnol Bioeng. 2015 Jan;112(1):111-9 [PMID: 24981116]
  197. Proc Natl Acad Sci U S A. 2016 Jun 14;113(24):E3461-7 [PMID: 27247408]
  198. Proteomics. 2016 May;16(10):1457-73 [PMID: 27030420]
  199. Anal Chem. 2010 Apr 1;82(7):2784-96 [PMID: 20225856]
  200. Appl Environ Microbiol. 2012 Jan;78(1):89-98 [PMID: 22020510]
  201. EMBO Rep. 2016 Mar;17(3):441-54 [PMID: 26769563]
  202. J Pharm Biomed Anal. 2013 Nov;85:253-61 [PMID: 23973632]
  203. Environ Microbiol. 2014 Jun;16(6):1898-917 [PMID: 24571712]
  204. Nat Rev Mol Cell Biol. 2010 Nov;11(11):789-801 [PMID: 20944666]
  205. Bioinformatics. 2008 Jul 1;24(13):1503-9 [PMID: 18453551]
  206. J Proteome Res. 2011 Aug 5;10(8):3652-9 [PMID: 21699228]
  207. Nat Biotechnol. 2014 Oct;32(10):1036-44 [PMID: 25218519]
  208. Proc Natl Acad Sci U S A. 2007 Apr 3;104(14):5860-5 [PMID: 17389395]
  209. Expert Rev Proteomics. 2014 Dec;11(6):771-88 [PMID: 25400095]
  210. J Proteome Res. 2014 Dec 5;13(12):5973-88 [PMID: 25330945]
  211. Nat Methods. 2008 Oct;5(10):873-5 [PMID: 18806791]
  212. Proteomics Clin Appl. 2016 Apr;10(4):323-45 [PMID: 27061318]
  213. Proteomics. 2012 Apr;12(8):1170-5 [PMID: 22318887]
  214. Mol Cell Proteomics. 2015 Aug;14(8):2261-73 [PMID: 25987412]
  215. J Pharm Biomed Anal. 2015 Jun 10;110:27-33 [PMID: 25796981]
  216. Nat Methods. 2014 Feb;11(2):149-55 [PMID: 24317253]
  217. Mol Syst Biol. 2012;8:628 [PMID: 23212245]
  218. Nat Protoc. 2011 Jun;6(6):859-69 [PMID: 21637204]
  219. Curr Opin Biotechnol. 2015 Aug;34:162-70 [PMID: 25636126]
  220. J Proteome Res. 2014 Jan 3;13(1):183-90 [PMID: 24328317]
  221. Mol Cell Proteomics. 2016 Feb;15(2):726-39 [PMID: 26621847]
  222. J Mol Cell Biol. 2011 Oct;3(5):309-15 [PMID: 22028381]
  223. Nat Methods. 2013 Jun;10(6):570-6 [PMID: 23584187]
  224. Nature. 2013 Feb 14;494(7436):266-70 [PMID: 23334424]
  225. Mol Cell Proteomics. 2006 Jun;5(6):1158-70 [PMID: 16507876]
  226. Proteomics. 2016 Aug;16(15-16):2106-17 [PMID: 27197958]
  227. Mol Cell Proteomics. 2016 Feb;15(2):682-91 [PMID: 26631510]
  228. J Biol Chem. 2010 Jul 9;285(28):21868-76 [PMID: 20442396]
  229. Cell. 2014 Sep 11;158(6):1415-1430 [PMID: 25215496]
  230. Nat Methods. 2017 Mar;14(3):251-258 [PMID: 28267743]
  231. Nat Methods. 2014 Oct;11(10):1041-4 [PMID: 25152083]
  232. Cell. 2010 Dec 10;143(6):951-65 [PMID: 21145461]
  233. J Proteome Res. 2012 Jul 6;11(7):3766-73 [PMID: 22658081]
  234. Drug Metab Dispos. 2014 Apr;42(4):500-10 [PMID: 24408517]
  235. Analyst. 2015 Feb 21;140(4):1281-90 [PMID: 25568899]
  236. Mol Cell Proteomics. 2017 Apr;16(4 suppl 1):S172-S186 [PMID: 28235783]
  237. Nature. 2014 May 29;509(7502):575-81 [PMID: 24870542]
  238. Front Genet. 2014 Sep 02;5:305 [PMID: 25228907]
  239. Mol Cell Proteomics. 2015 Oct;14(10):2661-81 [PMID: 26199343]
  240. Genome Res. 2012 Jul;22(7):1360-71 [PMID: 22454234]
  241. Nat Methods. 2009 Mar;6(3):203-5 [PMID: 19198594]
  242. Annu Rev Biochem. 2014;83:753-77 [PMID: 24606146]
  243. Mol Cell Proteomics. 2017 Feb;16(2):265-277 [PMID: 27940637]
  244. EMBO J. 2016 Oct 4;35(19):2152-2166 [PMID: 27539480]
  245. J Proteome Res. 2014 Apr 4;13(4):1969-78 [PMID: 24597967]
  246. J Proteome Res. 2013 Oct 4;12(10):4402-13 [PMID: 23977844]
  247. Nat Cell Biol. 2006 Jul;8(7):700-10 [PMID: 16799550]
  248. Nucleic Acids Res. 2017 Jan 4;45(D1):D1100-D1106 [PMID: 27924013]
  249. Proteomics. 2014 Dec;14(23-24):2760-8 [PMID: 25339270]
  250. Anal Chem. 2015 Jan 20;87(2):1103-10 [PMID: 25517423]
  251. Methods Mol Biol. 2017;1606:313-332 [PMID: 28502009]
  252. Methods Mol Biol. 2016;1394:43-56 [PMID: 26700040]
  253. Nephrol Dial Transplant. 2012 Apr;27(4):1324-30 [PMID: 21862459]
  254. Cell Host Microbe. 2013 May 15;13(5):602-612 [PMID: 23684311]
  255. Nat Methods. 2011 May;8(5):430-5 [PMID: 21423193]
  256. Mol Syst Biol. 2013 Jul 16;9:681 [PMID: 23860498]
  257. Plant J. 2009 Dec;60(6):1015-30 [PMID: 19754519]
  258. Mol Cell Proteomics. 2011 Jun;10(6):M111.008771 [PMID: 21502374]
  259. Mass Spectrom Rev. 2017 Jul 9;: [PMID: 28691345]
  260. Mol Cell Proteomics. 2011 Dec;10(12):M111.007633 [PMID: 21931151]
  261. Mol Cell Proteomics. 2012 Mar;11(3):M111.013987 [PMID: 22101334]
  262. J Vis Exp. 2015 Aug 17;(102):e52959 [PMID: 26325288]
  263. Mol Cell Proteomics. 2011 Mar;10(3):M110.005611 [PMID: 21169564]
  264. Mol Cell Proteomics. 2011 Nov;10(11):M110.003384 [PMID: 21813416]
  265. Mol Cell Proteomics. 2012 Jul;11(7):M111.014746 [PMID: 22361236]
  266. Mol Cell Proteomics. 2012 Apr;11(4):M111.014662 [PMID: 22190732]
  267. Proteomics. 2017 Mar;17(5): [PMID: 27966270]

Grants

  1. Z99 AI999999/Intramural NIH HHS
  2. Z99 AI999999/NULL

MeSH Term

Animals
Biomedical Research
Gene Expression Profiling
Humans
Mass Spectrometry
Protein Processing, Post-Translational
Proteome
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Created with Highcharts 10.0.0targetedLC-MSresearchproteomicsbiologyproteinssystemsspectrometrybottom-uppathwayproteoformswithinbiomedicalquantitativeprofilingsamplesRecentusingenabledidentificationquantificationposttranslationalmodificationsrapidlyadvancingdiverseincludeproteogenomicskinomicsmodelingrecenthumanapplicationsmetabolicsignalingmassreactionmonitoringenormousdiversityproducestremendouscomplexitycellularproteomesfacilitatesintricatenetworksmolecularinteractionsconstitutesformidableanalyticalchallengeresearchersCurrentlywhole-proteomeoftenreliesnon-targetedliquidchromatography-massbroadlycansufferloweraccuracysensitivityreproducibilitycomparedadvancespreviouslyunachievabletargetcomplexConsequentlyespeciallyareasinteractomicsbiologicaldevelopmentassaysnearlyentireproteomepositionedenableproteomicunprecedentedqualityaccessibilitysupportfundamentalclinicalreviewSIGNIFICANCE:Advancessystems-levelinvestigationsfocusedphosphoproteomicsproteinconformationprotein-proteininteractionpathwaysNotablyabsoluteaccurateengineeringIntegrationtechnologiesRNA-seqfacilitatedhundreds"missing"genestranscriptsappearencodedirectexperimentalevidencelackingApplicationBottom-upParallelQuantificationSelectedSystemsTargeted

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