| Literature DB >> 27683124 |
Anindita Dutta1,2, David N Potier1, Michael J Walker1, Oliver J Gray3, Catriona Parker4, Mark Holland4, Andrew J K Williamson1, Andrew Pierce1, Richard D Unwin1,5, Shekhar Krishnan2, Vaskar Saha2,4, Anthony D Whetton1,3.
Abstract
Cancer Biomarkers have the capability to improve patient outcomes. They have potential applications in diagnosis, prognosis, monitoring of disease progression and measuring response to treatment. This type of information is particularly useful in the individualisation of treatment regimens. Biomarkers may take many forms but considerable effort has been made to identify and quantify proteins in biological fluids. However, a major challenge in measuring protein in biological fluids, such as plasma, is the sensitivity of the assay and the complex matrix of proteins present. Furthermore, determining the effect of proteases in disease requires measurement of their activity in biological fluids as quantification of the protein itself may not provide sufficient information. To date little progress has been made towards monitoring activity of proteases in plasma. The protease asparaginyl endopeptidase has been implicated in diseases such as breast cancer, leukaemia and dementia. Here we describe a new approach to sensitively and in a targeted fashion quantify asparaginyl endopeptidase activity in plasma using a synthetic substrate peptide protected from nonspecific hydrolysis using D-amino acids within the structure. Our selected reaction monitoring approach enabled asparaginyl endopeptidase activity to be measured in human plasma with both a high dynamic range and sensitivity. This manuscript describes a paradigm for future development of assays to measure protease activities in biological fluids as biomarkers of disease.Entities:
Keywords: AEP; SRM; biomarker; legumain; protease
Mesh:
Substances:
Year: 2016 PMID: 27683124 PMCID: PMC5342591 DOI: 10.18632/oncotarget.12224
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
Figure 1Schematic diagram of the workflow involved in assaying AEP activity in plasma samples
A. The workflow to measure AEP activity in plasma. AEP cleavable synthetic substrate was added to plasma at an acidic pH (pH 5.8) followed by an incubation at 37°C for 16 hr. This incubation allows endogenous plasma AEP to interact with synthetic substrate and cleaves substrate into specific products. Removal of intact proteins from plasma using acetonitrile (ACN) precipitation gives enrichment of peptides including products formed by digestion of synthetic substrate by AEP. The cleaved form of substrate is detected by mass spectrometer following SRM based approach. B. AEP cleavable synthetic substrate peptide (FAANDVSK) was designed and synthesized with a cleavage site for AEP at the C-terminal of asparagine (N) residue. The arrow head represents the AEP cleavage site. Both the N and C terminals of the substrate were protected by using a D-amino acid capping (represented by lower case).
Figure 2Detection of Cleaved Substrate Peptide by Mass Spectrometry
A-B. 10 ng of recombinant AEP (rAEP) was incubated with 1 μg (0.65 mM) synthetic substrate peptide (hpvFAANDVSKvph) overnight at 37°C. Samples were dried down by vacuum centrifuge and resuspended in LB. 5 pmole of the substrate was loaded on to the liquid chromatography column and cleaved substrate was analysed by SRM MS (A) followed by an DDA workflow (B). (A) Three SRM transitions (b4-481.25+, b5-552.29+, b6-623.33+) were used to detect the cleaved substrate, sequenced as hpvFAAN (378.22+ precursor ion). The target peptide eluted at 32 min during the chromatographic gradient. (B) Product ion scans of precursor 378.22+ as analysed by DDA. C. Synthetic peptide sequenced as cleaved form of the substrate (hpvFAAN) was dissolved into HPLC grade water and seven different concentrations from 1 amole to 1 pmole were made in loading buffer (LB), containing 20 mM citric acid, 0.1% FA, 0.1% ACN. D. 10 amole, 100 amole, 1 fmole, 10 fmole, or 100 fmole of the substrate (hpvFAAN) peptide was spiked into normal plasma. Samples were precipitated using 2 volumes of ACN and dried down using vacuum centrifugation. Samples were resuspended in LB and analyzed by SRM MS. Error bars shown are +/−SEM (n = 3).
Figure 3Development of Assay Conditions to Monitor AEP Activity in Plasma
A. The level of hydrolysis of AEP substrate with respect to time. 2.44 ng/μl and 9.1 ng/μl of rAEP were spiked into a background of pH modified plasma (pH 5.8) and assayed by SRM-MS for the product peptide. Error bars shown are +/−SD (n = 3). B-C. Rate of AEP activity assayed with different concentrations of substrate (hpvFAANDVSKvph) ranging from 0.02 mM to 1.3 mM. Area under the curve, drawn from SRM-MS of the product peptide, was used to obtain the rate of reaction for AEP activity as shown in Michaelis-Menten Curve (B). Lineweaver-Burk plot was generated to calculate the Km value (0.4 mM) for the synthetic substrate (C). “V” represents amount of product formed per hour. Error bars shown are +/−SD (n = 3). D. The linearity and limit-of-detection of the AEP assay was investigated by measuring the amount of hydrolysis by 2.0 pg to 0.25 ng of rAEP spiked into 25 μl of plasma and product measured by SRM-MS of Error bars shown are +/−SEM (n = 3). The assay was repeated three times and a technical variance of 3-28% was calculated.
Figure 4AEP activity in Human Plasma Collected from Normal and Diseased Individuals
A. 25 μl of peripheral blood plasma samples (pH 5.8) from 10 healthy normal and 10 patients with ovarian cancer plus bone marrow plasma from 14 patients with ALL were measured for AEP activity using the assay developed. Samples were incubated with 4 mM AEP synthetic substrate at 37°C for 16 hr. Reactions were stopped by adding 2 volume of ACN. Enriched pool of small peptides was dried and resuspended in LB. Samples were analysed by the SRM-MS workflow. SRM peak area represents AEP activity in the plasma. Error bars shown are +/−SD. B. AEP activity was measured in 14 matched peripheral (PBP) and bone marrow (BMP) plasma samples collected from childhood patients diagnosed with ALL. 25 μl of plasma samples were used and pH was adjusted to 5.8. Samples were incubated with 4mM AEP synthetic substrate at 37°C for 16 hr, followed by protein precipitation using 2 volume of ACN. Enriched pool of small peptides was dried and reconstituted in LB. Samples were analysed by the SRM-MS workflow. SRM peak area for peripheral and bone marrow plasma is representative of AEP activity in respective samples. Error bars shown are +/−SD.
The liquid chromatography gradient conditions to detect the AEP-cleaved synthetic peptide through MS
| Time (min) | Buffer A (%) | Buffer B (%) |
|---|---|---|
| 0 | 99.9 | 0.1 |
| 10 | 99.9 | 0.1 |
| 40 | 60.0 | 40.0 |
| 42 | 15.0 | 85.0 |
| 45 | 15.0 | 85.0 |
| 50 | 99.9 | 0.1 |
10 μl of samples were injected to analyse through LC-MS were loaded on the trap column for 10 min with a flow rate of 2 μl/min. Following 40 min during the gradient percentage of buffer B was increased to 40%. Peptides are expected to elute off during this time. Buffer B was further increased to 85% at 42 min along the gradient and continued till 45 min. The gradient was set back to initial status at 50 min.
SRM transitions used to detect hphFAAN product
| Peptide | Precursor ion | Product ion | Amino acid |
|---|---|---|---|
| hpvFAAN (2+) | 378.195 | 481.255 | F[b4] |
| 378.195 | 552.292 | A[b5] | |
| 378.195 | 623.330 | A[b6] |
SRM transitions were generated in silico using “Skyline-daily (beta)” software from MacCossLab Software, WA, US.