I/L Determination in De Novo Antibody Sequencing
Isoleucine and leucine determination
De novo antibody sequencing by tandem mass spectrometry(MS/MS) uses the differences in mass of different amino acids to accurately determine the correct sequence. Distinguishing between isoleucine (Ile) and leucine (Leu) residues is troublesome in MS/MS-based de novo sequencing as the side chains are isomers and have the same mass, 113.08406 Da. Two peptides differing in amino acid composition by a substitution of Ile with Leu have identical masses and commonly used fragmentation modes, such as CID or HCD yield the same peptide fragment masses.
Clonal lineages guide antibody engineering and design
MS/MS proteomics workflows typically use enzymes to cleave proteins into smaller peptides since MS/MS instruments produce more interpretable fragmentation data from peptides than proteins. Each digestion enzyme has a propensity to cleave at specific residues.
As shown in the figure to the right, chymotrypsin tends to cleave after tyrosine (Tyr), tryptophan (Trp), leucine (Leu), and phenylalanine (Phe), while pepsin is less specific and cleaves before or after glutamic acid (Glu), tyrosine (Tyr), leucine (Leu), phenylalanine (Phe), and alanine (Ala). Both enzymes are more prone to cleave around leucine than isoleucine.
EThcD fragmentation of Ile and Leu side chains
While fragmentation typically occurs along the peptide backbone, fragmentation of residue side chains is also possible. Ile and Leu residues share the same elemental composition, but have different bonding patterns (see figure at top of post).
Side-chain fragmentation can be produced using ETD fragmentation for MS2 fragmentation of peptides and HCD fragmentation to generate MS3 for targeted z-ions. The z-ions where the unknown Xle is at N − Cα bond breakage results in Ile and Leu characteristic w-ions. As shown in the spectrum to the left, Leu side chain fragmentation results in an ejection of an isopropyl group (loss of C3H7 from the z-ion), whereas the Ile fragmentation results in an ejection of an ethyl group (loss of C2H5 from the z-ion).
Case study in de novo antibody sequencing
To illustrate Confirmation of Leu and Ile Presence (CLIP™), MS/MS data was generated from two monoclonal antibodies, anti-ERBB2 (Absolute Antibody Ab00103) and anti-β Gal (Abterra Bio) antibody. Each antibody heavy and light chain was digested by four enzymes: chymotrypsin, trypsin, pepsin, and elastase. Digested peptides were analyzed by nano-LC MS/MS in doublet HCD and EThcD mode. Unlike, previous methods that used MS3 fragmentation, both the HCD and EThcD spectra were at the MS2 level. De novo protein sequencing was performed using Abterra Bio’s Valens™ algorithm, and CLIP™ was used to call Ile and Leu residues.
CLIPTM applies Bayesian inference that incorporates enzyme specificity evidence and characteristic z- and w-ion evidence to produce a log-likelihood score for an unknown Xle site being a leucine or isoleucine. Of the 62 sites on the anti-ERBB2 antibody, the accuracy of correctly calling isoleucine or leucine at a log-likelihood threshold of 1.0 was 89%. Only 9 Xle sites did not have a log-likelihood score surpassing the threshold. The anti-β Gal antibody had 67 sites, with similar 83% accuracy and 88% call rate at the same threshold. Prediction errors were typically the result of Ile and Leu appearing close together in sequence. Peptides containing both Ile and Leu can produce decoy w-ions through a radical site migration and cause erroneous calls (Zhokhov et al. 2017).
This case study demonstrates that CLIP™ can confidently distinguish the majority of Ile and Leu residues. When ambiguity persists at the MS2 level, a targeted strategy employing MS3 can be used to provide additional support.
A recent blog post gives an overview of the de novo antibody sequencing process.
You can read more about our Valens™ service. We’ve been de novo antibody sequencing for over a decade!
Papers that were helpful in the development of CLIP™ include: