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DEVELOPMENT OF ESSENTIAL SAMPLE
   PREPARATION TECHNIQUES IN
  PROTEOMICS USING ULTRA-HIGH
            PRESSURE
               Alexander R. Ivanov

               HSPH Proteomics Resource
               Department of Genetics and
               Complex Diseases

               Harvard School of Public Health
               www.hsph.harvard.edu/proteomics
Sample Preparation:

-Proteolytic Digestion
   In-solution
   In-gel
   On-membrane


-Cell Lysis
   Pressure
   Organic solvents
Workflow for Optimization of Digestion Protocol
                                       Protein Mix

     Conventional                                                       Pressure-Assisted, PCT
     (In Incubator)                                                         (In Barocycler)




                        Tested variables in optimization of digestion



Dissolution                             Proteolytic       Reduction            Reduction
additives:            Time of           enzymes:          reagent/             environment:
(HFIP, urea,          digestion         trypsin,          concentration:       temperature
methanol)                               Lys-C             DTT vs. TCEP         and pressure




                         LC-MS/MS analysis and database searching
                        (Scaffold, Protein Prophet, Peptide Prophet)
Protocol Variables
                                                                                        Digestion conditions
                                          Dissolution
                  Protocol                Additives:              In Incubator (37˚C)                    In PCT (45˚C)




                                                                 aliquot, 12-




                                                                 trypsin, 40-


                                                                 aliquot, 1-
description
Shorthand




                                                                 1-Lys-C, 1-




                                                                                                    1-Lys-C, 1-
                                                                                                    trypsin, 2-
                                                                 additions,




                                                                                                    2-trypsin,




                                                                                                                         2-trypsin,


                                                                                                                                      2-trypsin,
                                                                 1-trypsin


                                                                 2-trypsin




                                                                 1-trypsin
protocol




                                                   MeOH




                                                                 40-hrs
name




                                                          Urea
Brief




                                            HFIP




                                                                                                    2-hr




                                                                                                                         4-hr


                                                                                                                                      8-hr
                                                                 hrs,




                                                                 hrs


                                                                 hr




                                                                                                    hr
I-A_     Standard protocol                                                x
I-C_     Standard in PCT                                                                             x
I-D      Standard (small volume)                                          x
II-A     Lys-C                                                                     x
II-C     Lys-C in PCT                                                                                          x
III-A    HFIP (Hexafluoroisopropanol)       x                             x
III-C    HFIP +PCT                          x                                                        x
IV-A     MeOH                                      x                      x
IV-C     MeOH +PCT                                 x                                                 x
V-A      Urea                                             x               x
V-C      Urea +PCT                                        x                                          x
VI-A     DTT for Reduction                                                x
VI-C     DTT for Reduction in PCT                                                                    x
VII-A    Urea/HFIP                          x             x               x
VII-C    Urea/HFIP/PCT                      x             x                                          x
I-A-1    Standard, only (1) 12-hr tryp                            x
I-A-2    Standard (I-A)                                                   x
I-C-1    Only 1 PCT digest                                                                   x
I-C-2    Standard in PCT (I-C)                                                                       x
I-C-4    4 PCT digests                                                                                                     x
I-C-8    8 PCT digests                                                                                                                  x
I-A*     Standard, only (1) 12-hr tryp                            x
I-AC*    I-A, digestion in PCT                                                               x
I-C*     I-C, 1 tryp digest                                                                  x
VI-A50   VI-A with 50mM DTT                                               x
VI-C50   VI-C with 50mM DTT                                                                          x
100
                                                        120
                                                              140




                0
                     20
                            40
                                    60
                                           80
Conventional

        PCT

       Lys-C

 Lys-C + PCT

       HFIP

  HFIP + PCT

      MeOH

MeOH + PCT

       Urea

  Urea + PCT

                          Unique standard peptides
                                                       100%
                                                              120%




                0%
                      20%
                              40%
                                         60%
                                                80%




Conventional

         PCT

        Lys-C

  Lys-C + PCT

        HFIP

  HFIP + PCT

      MeOH
                                                                     In-Solution Tryptic Digestion, 100 fmol/analysis




MeOH + PCT

        Urea

  Urea + PCT
In-Solution Tryptic Digestion: Reproducibility of
              Peptide Abundances
In-Solution Tryptic Digestion: Reproducibility of
                      Peptide Abundances
                                Average peptide abundance, PCT vs. conventional.
                350000
                300000
                250000
                200000
                                     y = 1.207x
          PCT   150000
                                     R² = 0.936
                100000
                 50000
                     0
                         0   50000        100000   150000   200000    250000   300000


                                LC-MS      LC-MS      LC-MS
Run-to-run                      Runs 1 and Runs 2 and Runs 1 and Mean
reproducibility (R2)            2, R2      3, R2      3, R2      R2                         CV
Conventional Digestion          0.945              0.815             0.892          0.884   7.4%
PCT Digestion                   0.908              0.938             0.950          0.932   2.3%
Sample-to-sample                Samples 1          Samples 2         Samples 1      Mean
reproducibility,(R2)            and 2, R2          and 3, R2         and 3, R2      R2      CV
Conventional Digestion          0.862              0.918             0.883          0.888   3.2%
PCT Digestion                   0.966              0.944             0.939          0.950   1.5%
In-Solution Tryptic Digestion: Differential Peptide
                          Recovery
3
                                            RATIO (Conv/PCT)



2                                           KD


1




0




-1




-2




-3
In-Solution Tryptic Digestion: Differential Peptide
                     Recovery
In-Solution Tryptic Digestion: Differential Peptide
                     Recovery
Higher throughput (20x fold)
Higher efficiency of proteolysis
Lower preanalytical variability
Better overall peptide recovery
Absence of PCT-induced in vitro peptide oxidation
Digestion specificity is not hampered by ultra-high
pressure
PCT-Assisted Cell Rupture
Conventional Cell/Tissue Rupture Approaches




Mechanical stress                          Ultrasound                       Osmosis




Credit: R. Schlicher, R. Apkarian, and M. Baran, www.cchem.berkeley.edu, www.sciencephotolibrary.com
Pressure Cycling – Assisted Lysis and Protein Extraction
Pressure Cycling-Assisted and Organic Solvent –
               Assisted Cell Lysis
Pressure Cycling-Assisted and Organic Solvent –
               Assisted Cell Lysis
Pressure Cycling-Assisted and Organic Solvent –
               Assisted Cell Lysis
Pressure Cycling-Assisted and Organic Solvent – Assisted
                        Cell Lysis
GO Term Enrichment Analysis. Cellular Localization.
Conclusions




(1.) higher throughput;
(2.) higher efficiency;
(3.) superior reproducibility of enzymatic digestion;
(4.) more efficient cell lysis;
(5.) superior recovery of membrane, organelle, and complex forming
proteins in comparison to the conventional protocols, as well as
increased identification of proteins containing TMDs.
Acknowledgements


       Emily Freeman
     Alexander Lazarev
        Vera Gross
            PBI




         Funding:
NIEHS, HSPH GCD Department,
   CRDF, Harvard Catalyst

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DEVELOPMENT OF ESSENTIAL SAMPLE PREPARATION TECHNIQUES IN PROTEOMICS USING ULTRA-HIGH PRESSURE

  • 1. DEVELOPMENT OF ESSENTIAL SAMPLE PREPARATION TECHNIQUES IN PROTEOMICS USING ULTRA-HIGH PRESSURE Alexander R. Ivanov HSPH Proteomics Resource Department of Genetics and Complex Diseases Harvard School of Public Health www.hsph.harvard.edu/proteomics
  • 2. Sample Preparation: -Proteolytic Digestion In-solution In-gel On-membrane -Cell Lysis Pressure Organic solvents
  • 3. Workflow for Optimization of Digestion Protocol Protein Mix Conventional Pressure-Assisted, PCT (In Incubator) (In Barocycler) Tested variables in optimization of digestion Dissolution Proteolytic Reduction Reduction additives: Time of enzymes: reagent/ environment: (HFIP, urea, digestion trypsin, concentration: temperature methanol) Lys-C DTT vs. TCEP and pressure LC-MS/MS analysis and database searching (Scaffold, Protein Prophet, Peptide Prophet)
  • 4. Protocol Variables Digestion conditions Dissolution Protocol Additives: In Incubator (37˚C) In PCT (45˚C) aliquot, 12- trypsin, 40- aliquot, 1- description Shorthand 1-Lys-C, 1- 1-Lys-C, 1- trypsin, 2- additions, 2-trypsin, 2-trypsin, 2-trypsin, 1-trypsin 2-trypsin 1-trypsin protocol MeOH 40-hrs name Urea Brief HFIP 2-hr 4-hr 8-hr hrs, hrs hr hr I-A_ Standard protocol x I-C_ Standard in PCT x I-D Standard (small volume) x II-A Lys-C x II-C Lys-C in PCT x III-A HFIP (Hexafluoroisopropanol) x x III-C HFIP +PCT x x IV-A MeOH x x IV-C MeOH +PCT x x V-A Urea x x V-C Urea +PCT x x VI-A DTT for Reduction x VI-C DTT for Reduction in PCT x VII-A Urea/HFIP x x x VII-C Urea/HFIP/PCT x x x I-A-1 Standard, only (1) 12-hr tryp x I-A-2 Standard (I-A) x I-C-1 Only 1 PCT digest x I-C-2 Standard in PCT (I-C) x I-C-4 4 PCT digests x I-C-8 8 PCT digests x I-A* Standard, only (1) 12-hr tryp x I-AC* I-A, digestion in PCT x I-C* I-C, 1 tryp digest x VI-A50 VI-A with 50mM DTT x VI-C50 VI-C with 50mM DTT x
  • 5. 100 120 140 0 20 40 60 80 Conventional PCT Lys-C Lys-C + PCT HFIP HFIP + PCT MeOH MeOH + PCT Urea Urea + PCT Unique standard peptides 100% 120% 0% 20% 40% 60% 80% Conventional PCT Lys-C Lys-C + PCT HFIP HFIP + PCT MeOH In-Solution Tryptic Digestion, 100 fmol/analysis MeOH + PCT Urea Urea + PCT
  • 6. In-Solution Tryptic Digestion: Reproducibility of Peptide Abundances
  • 7. In-Solution Tryptic Digestion: Reproducibility of Peptide Abundances Average peptide abundance, PCT vs. conventional. 350000 300000 250000 200000 y = 1.207x PCT 150000 R² = 0.936 100000 50000 0 0 50000 100000 150000 200000 250000 300000 LC-MS LC-MS LC-MS Run-to-run Runs 1 and Runs 2 and Runs 1 and Mean reproducibility (R2) 2, R2 3, R2 3, R2 R2 CV Conventional Digestion 0.945 0.815 0.892 0.884 7.4% PCT Digestion 0.908 0.938 0.950 0.932 2.3% Sample-to-sample Samples 1 Samples 2 Samples 1 Mean reproducibility,(R2) and 2, R2 and 3, R2 and 3, R2 R2 CV Conventional Digestion 0.862 0.918 0.883 0.888 3.2% PCT Digestion 0.966 0.944 0.939 0.950 1.5%
  • 8. In-Solution Tryptic Digestion: Differential Peptide Recovery 3 RATIO (Conv/PCT) 2 KD 1 0 -1 -2 -3
  • 9. In-Solution Tryptic Digestion: Differential Peptide Recovery
  • 10. In-Solution Tryptic Digestion: Differential Peptide Recovery
  • 11. Higher throughput (20x fold) Higher efficiency of proteolysis Lower preanalytical variability Better overall peptide recovery Absence of PCT-induced in vitro peptide oxidation Digestion specificity is not hampered by ultra-high pressure
  • 13. Conventional Cell/Tissue Rupture Approaches Mechanical stress Ultrasound Osmosis Credit: R. Schlicher, R. Apkarian, and M. Baran, www.cchem.berkeley.edu, www.sciencephotolibrary.com
  • 14. Pressure Cycling – Assisted Lysis and Protein Extraction
  • 15. Pressure Cycling-Assisted and Organic Solvent – Assisted Cell Lysis
  • 16. Pressure Cycling-Assisted and Organic Solvent – Assisted Cell Lysis
  • 17. Pressure Cycling-Assisted and Organic Solvent – Assisted Cell Lysis
  • 18. Pressure Cycling-Assisted and Organic Solvent – Assisted Cell Lysis
  • 19. GO Term Enrichment Analysis. Cellular Localization.
  • 20. Conclusions (1.) higher throughput; (2.) higher efficiency; (3.) superior reproducibility of enzymatic digestion; (4.) more efficient cell lysis; (5.) superior recovery of membrane, organelle, and complex forming proteins in comparison to the conventional protocols, as well as increased identification of proteins containing TMDs.
  • 21. Acknowledgements Emily Freeman Alexander Lazarev Vera Gross PBI Funding: NIEHS, HSPH GCD Department, CRDF, Harvard Catalyst