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Strategies for bioanalysis of proteins using LC-MS Anne Kleinnijenhuis [email protected]

Strategies for bioanalysis of proteins using LC-MS

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Page 1: Strategies for bioanalysis of proteins using LC-MS

Strategies for bioanalysis of proteins using LC-MS

Anne [email protected]

Page 2: Strategies for bioanalysis of proteins using LC-MS

General workflow

1. Sample purification / pre-processing

2. Analyte processing

3. Liquid Chromatography – Mass Spectrometry (LC-MS)

Parallel:target selection and stable isotope labeled internal standard (SIL IS) synthesis

Triskelion general workflow for development of protein LC-MS methods

Page 3: Strategies for bioanalysis of proteins using LC-MS

1. Sample purification / pre-processing

Relatively pure protein solutions

Proceed to analyte processing directly or proceed to intact protein LC-MS.

No sample purification

Page 4: Strategies for bioanalysis of proteins using LC-MS

1. Sample purification / pre-processing

Protein precipitation

Solid phase extraction

Molecular cut-off filter

SDS-PAGE

Various types of chromatography

Depletion

Less to moderately selective purification

Page 5: Strategies for bioanalysis of proteins using LC-MS

1. Sample purification / pre-processing

Protein A, G (Fc), protein L (κ-LC)

Immobilized receptor

Immobilized antigen

Selective purification

Source: https://www.abdserotec.com/binding-affinities.html

Page 6: Strategies for bioanalysis of proteins using LC-MS

1. Sample purification / pre-processing

Immobilized anti-idiotypic antibody

Not always required in bottom up approach as LC-MS/MS provides further specificity.

Essential in intact protein (LC-)MS bioanalysis

Highly selective purification

Page 7: Strategies for bioanalysis of proteins using LC-MS

1. Sample purification / pre-processing

Biotinylation - streptavidin

Poly-His tag – immobilized metal ion e.g. cobalt

Other

Immobilization

Page 8: Strategies for bioanalysis of proteins using LC-MS

1. Sample purification / pre-processing

Magnetic beads – highly flexible

Column format off-line (e.g. micro-tips)

Column format on-line

Purification format

Page 9: Strategies for bioanalysis of proteins using LC-MS

1. Sample purification / pre-processing

Elution => stringent if required but compatible with workflow

Could be part of analyte processing => elution / denaturation

Analyte processing on-bead

Elution

Page 10: Strategies for bioanalysis of proteins using LC-MS

1. Sample purification / pre-processing

SolubilizationHarsh chemical conditions, solvent, pH, reductorSonificationHigh / low temperatureDispomixGrinding in liquid nitrogenSurfactant

Desalting

Addition of protease inhibitors

Other pre-processing

Page 11: Strategies for bioanalysis of proteins using LC-MS

2. Analyte processing

Often the detection target differs from the initial analyte protein => analyte processing.

Each analyte processing step should be optimal to obtain a rugged method.

Detection target

Page 12: Strategies for bioanalysis of proteins using LC-MS

2. Analyte processing

None => (intact / native (LC-)MS). Top down.

Deglycosylation => focus signal

Payload cleavage (ADC) => determine conjugated payload / DAR

Denaturation => make protein accessible to further processing: heat, chemical, surfactant

Reduction => cleave S-S bridges

Alkylation => modify free SH

Examples

Page 13: Strategies for bioanalysis of proteins using LC-MS

2. Analyte processing

Digestion => several enzymes possible. Trypsin very compatible with MS, release signature or generic peptide.

Multiple cycles => for resistant / cross-linked proteins

Examples

Name Cleave Does not cleave

N or C term

Trypsin KR P C

Chymotrypsin FYWL C

CNBr M C

Lys-C K P C

Glu-C E (and D) P C

Asp-N D N

Page 14: Strategies for bioanalysis of proteins using LC-MS

3. LC-MS

Conventional UPLC (typical ID 2.1 mm)Robust, fast

Microflow or µLC (typical ID 0.15 mm)SensitiveSpecial sample requirements

Sample composition vs. peptide properties and chromatographic performance.

NanoLC (typical ID 0.05 mm)

Chromatography

Page 15: Strategies for bioanalysis of proteins using LC-MS

3. LC-MS

Analyzer typeQqQ, Orbitrap, qToF, FT-ICRFull scan, SIM, MRM Quantitative / qualitative

Native / intact / bottom up

Multiplex

Mass spectrometry

Buscher et al.J Res Anal 2015 1 3-10

Infliximab in mouse serum ultrafiltrate. LC-Orbitrap sum 9 m/z ranges

Page 16: Strategies for bioanalysis of proteins using LC-MS

3. LC-MS

Fragmentation method CID / ETDCID: intense b, y ions, immonium ionsETD: less selective cleavage, c, z ions

Peptide mapping (PTMs)

Fragmentation prediction or experimental assessment

MS/MS

Page 17: Strategies for bioanalysis of proteins using LC-MS

3. LC-MSFragmentation pHis peptide

Kleinnijenhuis et al.Anal Chem 2007 79 7450-6

Page 18: Strategies for bioanalysis of proteins using LC-MS

3. LC-MS

Sample puritySeparation of peptide species and peak shapeIonization efficiencyTargeted / full scan / tandem MSFragmentation channelsChemical noise levelSensitivityLinearity / dynamic range

Summary LC-MS/MS considerations

Page 19: Strategies for bioanalysis of proteins using LC-MS

Parallel: target selection and SIL IS

Bottom up – intact / native

Peptide requirements

SIL IS peptide vs. SIL IS protein vs. combined internal standardization (non-labeled protein + SIL IS peptide)

Preferably 13C / 15N K or R

Target selection

Page 20: Strategies for bioanalysis of proteins using LC-MS

Parallel: target selection and SIL ISPeptide requirements (optional)

Peptide length (6 to ~20-25)

No adjacent cleavage sites

No methionine (M) and cysteine (C)

No asparagine (N) and glutamine (Q)

(Hyper)variable domain for signature peptide

No conjugation sites (PTM, payload)

Many more, study-specific

Page 21: Strategies for bioanalysis of proteins using LC-MS

µLC-MS example Kleinnijenhuis et al.Bioanalysis 2016 8 891-904

Sample requirements

IAA trace UPLC-MS

IAA trace µLC-MS

Column selection CSH / BEH / HSS C18 130 Å, 1.7/1.8 µm, 0.15 x 50 mm

Page 22: Strategies for bioanalysis of proteins using LC-MS

Cone flow optimization

µLC-MS example

Page 23: Strategies for bioanalysis of proteins using LC-MS

Calibration dataRun Range

(ng/ml)Points removed

(out of 9)Intercept Slope

1 5-2000 1 +0.0051 0.002532 5-10000 1 -0.0011 0.002713 5-2000 1 +0.0037 0.002454 5-2000 2 -0.0051 0.002425 5-2000 2 -0.0011 0.002356 5-2000 2 +0.0083 0.00237

Mean 0.00247RSD (%) 5.4

µLC-MS example

Six curves in one view

Page 24: Strategies for bioanalysis of proteins using LC-MS

Anti-idiotype protocol example Add diluted streptavidin magnetic beads

Calculate required surface area

Wash beads

Biotinylate anti-idiotypic Ab

Load biotinylated anti-idiotypic Ab

Block unoccupied surface

Wash beads

Load blank, QC, calibration and study samples (10 µl plasma)

Wash beads

Page 25: Strategies for bioanalysis of proteins using LC-MS

Anti-idiotype protocol exampleElute analyte protein from beads => payload separate method?

Add SIL IS

Denaturate / surfactant

Reduce

Alkylate

Digestion

Prepare sample for LC-MS

LC-MS/MS analysis

Page 26: Strategies for bioanalysis of proteins using LC-MS

Mimic ADC DAR determination exampleDeconvolution and manual data inspection

High/lower resolution, data quality, monoisotopic / average m/z

Page 27: Strategies for bioanalysis of proteins using LC-MS

Triskelion general experimental set up

Optimize sample purification, analyte processing and LC-MS (magnetic bead format)

Prepare calibration and QC samples using analyte protein

Include SIL IS for analytical variations after protein elution

Relative vs. absolute recovery (MS/MS settings)

Bottom up protein LC-MS

Page 28: Strategies for bioanalysis of proteins using LC-MS

Triskelion general experimental set upAbsolute recovery

𝐶𝐸𝑝𝑒𝑝=(𝑀𝑊 𝑝𝑒𝑝×2𝑀𝑊 𝑝𝑟𝑜𝑡 )( 𝑉𝐿𝑝𝑟𝑜𝑡

𝑉𝐸𝑝𝑟𝑜𝑡 )𝐶𝐿𝑝𝑟𝑜𝑡

𝑦=(𝐶𝐸𝑝𝑒𝑝

𝐶 𝐸𝑖𝑠)

Corrections isotopic disturbance / molar

DILLTQSPAILSVSPGER

DILLTQSPAILSVSPGE[R_13C615N4]

[M+3H]3+

633.0 634.0 635.0 636.0 637.0 638.0m/z0

50

100

Rela

tive

Abun

danc

e

636.024636.357

633.022632.689

636.690633.356

633.690 637.024635.691 637.358634.024

𝑥=𝐶𝐿𝑝𝑟𝑜𝑡

Page 29: Strategies for bioanalysis of proteins using LC-MS

Triskelion protein MS applicationsMonoclonal, bispecific antibodies, multiplex (GLP)Antibody-drug conjugates (quantification, DAR, intact)Bottom up and intactGlycosylation patternCollagen & elastin Milk proteinFood protein authenticity(Therapeutic) peptide analysisFood enzyme quantification