Fang-Yuan
Yeh
a,
I-Hua
Tseng
a,
Shu-Hung
Chuang
ab and
Chih-Sheng
Lin
*a
aDepartment of Biological Science and Technology, National Chiao Tung University, No.75 Po-Ai Street, Hsinchu 300, Taiwan. E-mail: lincs@mail.nctu.edu.tw; Tel: +886-3-5131338
bDepartment of Surgery, Mackay Memorial Hospital, Hsinchu Branch, Hsinchu, Taiwan
First published on 7th May 2014
Pancreatitis is the inflammation of the pancreas. Chymotrypsin, an indicator of pancreatic function, could serve as a biomarker for the diagnosis of pancreatitis. A gold nanoparticle (AuNP)-based fluorescence assay was fabricated in this study to assay the activity of chymotrypsin. Peptides labeled with fluorophores were conjugated onto AuNPs as a chymotrypsin-activated peptide-functionalized AuNP probe (AuNPs-peptide probe). The detection sensitivity of the AuNPs-peptide probe toward proteolytic activity was significantly increased by using spacer-enhanced peptides with specifically designed lengths and charges. The limit of detection of the designed AuNPs-peptide probe decreased, enabling detection at the pM level within a 15 min detection time. The AuNPs-peptide probe was used to evaluate chymotrypsin activity as an indicator of acute pancreatitis (AP) in a mouse model induced by cerulein challenge. The fecal chymotrypsin activity in cerulein-induced AP mice was significantly lower than that observed in controls. This is the first study to use an AuNPs-peptide probe for the diagnosis of pancreatitis using fecal specimens.
000 patients are admitted to hospital each year for acute pancreatitis (AP), making it the second most common gastrointestinal disease. The incidence of pancreatitis continues to increase each year. The annual cost of caring for these patients is approximately $4–$6 billion.1 Although the pathogenesis of AP is not fully understood, most hypotheses are based on the concept of the premature activation of digestive zymogens in the pancreas, leading to tissue necrosis by auto-digestion.2 Measurements of plasma amylase and lipase levels are the most widely used methods for AP diagnosis.3,4 However, false-positive amylase and lipase results could be caused by abnormal conditions,5 and false-negative results could be obtained in hyperlipidemia6 or diabetic ketoacidosis.7,8 Furthermore, blood enzyme determinations are invasive tube tests that are not routinely available for use in the diagnosis of AP. Therefore, biochemical tests based on a single fecal sample serve can as a potential and valuable diagnostic alternative.9 Although trypsin preactivation is the principal cause of pancreatitis, trypsin undergoes degradation in the distal small bowel, which make trypsin a bad fecal marker.10 Previous studies have shown that chymotrypsin can serve as an indicator of pancreatic function and be related to pancreatic diseases.11,12 Chymotrypsin is a serine protease secreted from the pancreas into the duodenum, where it becomes active. In the case of pancreas insufficiency secondary to pancreatitis, the secretion of the enzyme is markedly reduced; therefore, reduced chymotrypsin activity can be measured in pancreatitis. As with all fecal protease assays in conventional pancreatic function tests, fecal chymotrypsin can be utilized as a surrogate.13
In the past few decades, reports have described various proteases assays that are primarily based on liquid chromatography, substrate zymography, enzyme-linked immunosorbent assays (ELISA), radioisotopes, or chromogenic and fluorogenic substrates. However, these techniques are often associated with cost-ineffective features such as being time-consuming, expensive, discontinuous, or requiring specific instruments. Much attention has been paid to resonance energy transfer (RET) for in vitro and in vivo assays of proteases due to advances in fluorescence-based techniques.14–16 Gold nanoparticles (AuNPs) are a potential nanomaterial for RET-based assays; AuNPs of less than 40 nm in diameter have the lowest scattering constant and therefore the highest potential to quench fluorescence.17 AuNPs have a superior quenching efficiency in a broad range of wavelengths compared to other organic quenchers.17,18
We aimed to develop an efficient method to diagnose pancreatic disease by fecal samples. Therefore, AuNPs-peptide probes for the detection of chymotrypsin activity were fabricated. The FITC-labeled peptides were conjugated onto AuNPs as chymotrypsin-activated peptide-functionalized AuNPs probe (i.e., AuNPs-peptide probe), and a specially designed peptide spacer that could significantly increase the detection sensitivity was also introduced. The chymotrypsin activity in the feces of cerulein-induced AP mice was detected, and the results confirmed that the fabricated AuNPs-peptide probe could be effectively applied to the diagnosis of pancreatitis.
Agarose gel electrophoresis was performed to identify the morphological changes in the AuNPs after fabrication and protease activation. Changes in the bands could be observed under visible light and UV-illumination. The gel shown in Fig. 2A (under visible light) indicates differences in migration between the citrate-capped AuNPs, the AuNPs-peptide probe, and the chymotrypsin-activated AuNPs-peptide probe. The UV-illuminated fluorescence band of the AuNPs-peptide probe without chymotrypsin activation was very weak; evidence for both free and bound peptide–FITC cleaved by chymotrypsin are also given in Fig. 2B (under UV-illumination).
| No. | FITC-Acp-peptide | pI | AuNPs fabrication pH | Optimal detection range (ng mL−1) | Optimal detection time (min) |
|---|---|---|---|---|---|
| a The symbol (↑) indicates the potential cleavage sites cleaved by chymotrypsin. The pI of the peptide substrate was predicted using the online tools—Peptide Property Calculator, Genscript. The optimal detection range of the AuNPs-P1 probe showed a linear correlation of ΔFL = 0.78 (chymotrypsin) + 7.29, R2 = 0.984. The optimal detection range of the AuNPs-P2 probe showed a linear correlation of ΔFL = 4.95 (chymotrypsin) + 82.35, R2 = 0.995. The optimal detection range of the AuNPs-P3 probe showed a linear correlation of ΔFL = 506.69 (chymotrypsin) + 90.82, R2 = 0.989. | |||||
| P1 | GPL ↑ GL ↑ AG(Hyp)C | 5.3 | 7.4 | 100–500 | 60 |
| P2 | GPL ↑ GL ↑ ARGGGGGC | 7.8 | 10.0 | 25–300 | 30 |
| P3 | GPL ↑ GL ↑ ARDDDDDC | 3.6 | 5.6 | 0.25–10 | 15 |
To optimize the fluorescence assays using the AuNPs-peptide probe, the AuNPs-peptide probe concentration was a prime concern because the quenching effect of AuNPs is distance dependent. The concentration will affect the distance between particles, and that the adjacent particles can participate in quenching fluorescence of FITC. Different concentrations of the AuNPs-P3 probe (0.156–3.75 nM) were incubated with a fixed concentration of chymotrypsin (7.5 ng mL−1) for 15 min at 37 °C. Fig. 3A shows that the optimal concentrations range of the AuNPs-peptide probe was 0.625–1.25 nM, whereas higher or lower concentrations resulted in poor performance, as indicated by the minor change in fluorescence intensity.
The specificity of the AuNPs-peptide probe was also investigated by comparing the use of serine proteases such as trypsin and chymotrypsin. Trypsin has a cleavage site at arginine (Arg) in P3. The AuNPs-P3 probe (1.25 nM) was incubated with various concentrations of trypsin and chymotrypsin (0.25–25 ng mL−1), respectively, for 15 min at 37 °C and pH 8.0. Fig. 3B shows that the AuNPs-peptide probe was highly specific to chymotrypsin and displayed almost no change in fluorescence intensity in the presence of trypsin.
The time-dependent emission spectrum of the AuNPs-P3 probe upon treatment with 200 pM chymotrypsin is shown in Fig. 4A. The results indicated that the fluorescence intensity reached a steady state after approximately 80 min at 37 °C. The reaction kinetics of the AuNPs-P3 probe and chymotrypsin is an important parameter to in determining its biological applicability. To obtain the kinetic parameters, the fluorescence signal at 515 nm was plotted as a function of time (Fig. 4A, left). The pseudo-first-order rate, kobs, was found to be 0.0424 s−1 by fitting the delta fluorescence intensity data with a single exponential function. The best fit with a single exponential function gave a t1/2 of 16.3 min. Therefore, the detection time of the chymotrypsin assay using the AuNPs-P3 probe was determined to be 15 min. The concentration correlation was also displayed in Fig. 4B, where the AuNPs-P3 probe (1.25 nM) was incubated with various concentrations of chymotrypsin (0.1–25 ng mL−1) for 15 min at 37 °C and pH 8.0. The results showed higher fluorescence intensities with increasing concentrations of chymotrypsin (Fig. 4B, right). The linear response to chymotrypsin, from 0.25 to 10 ng mL−1, was well defined, with ΔFL intensity = 506.69 (chymotrypsin) − 90.82 and R2 = 0.989 (Fig. 4B, left).
The stability of the AuNPs-peptide probes was evaluated and the results showed that the chymotrypsin assay using the AuNPs-P3 probe after 1 month of storage at ambient temperature was still above 90% compared to fresh use (data not shown).
The collected plasma was analyzed by a Fujifilm clinical chemistry analyzer, in which of the amylase and lipase levels were determined. The plasma amylase levels of the cerulein-induced group were 27 and 49 (103 U L−1) at the 8th and 10th h of sacrifice, respectively, which were significantly higher than of the values from the saline group (Fig. 5A). Moreover, the plasma lipase levels showed the same trend in the cerulein-induced group, with levels of 2.3 and 3.4 (103 U L−1) at the 8th and 10th h of sacrifice, respectively, also significantly higher than of the values for the saline group (Fig. 5B). The saline group in each sacrificed period showed the similar amounts of plasma amylase (approximately 4000 U L−1) and lipase (approximately 500 U L−1) in each period. Both the plasma amylase and lipase levels showed at least a 3-fold increase compared to the controls, indicating that AP induction was successful in this study.
The pancreatic tissues of the mice were collected to confirm trypsin preactivation in AP occurrence. Extreme caution was exercised during the isolation of the pancreas because these tissues can be easily confused with fatty tissue (ESI Fig. S1A†), and beta cells can be identified by dithizone (DTZ) staining (ESI Fig. S1B and S1C†). The AuNPs-P3 probe was used to analyze pre-activated chymotrypsin in the pancreas. Fig. 5C shows that the pancreatic chymotrypsin level in the mice with cerulein-induced AP was approximately 2.8–3.6 ng chymotrypsin per mg total protein, which was significantly higher than that observed in the control group.
Fecal sample collection was conducted in 1 h-intervals for the entire 24 h time course. The supernatant collected from the fecal protein extraction was applied to the AuNPs-P3 probe (1.25 nM). Every 5 h period was classified into one group, thus generating the following groups: 0–4th h, 5–9th h, 10–14th h, 15–19th h and 20–24th h. The saline subjects showed changes in the cycle of chymotrypsin activity due to their diet. The 0–4th h, 5–9th h and 20–24th h groups from the mice with cerulein-induced AP showed a significantly lower chymotrypsin level compared with those of the control group (Fig. 6B).
The importance of peptide sequence design for the ligands coated on AuNPs has been previously studied,21 because of the citrate-capped AuNPs showed poor stability (as shown in ESI Fig. S2B†). For a targetable probe used to detect protease activity, the peptide sequence must be limited to specific hydrolysis substrates. Therefore, it is essential to consider the overall effect of the peptide rather than only effect of the particular amino acid. It has been previously shown that increasing the length of the peptide can increase the stability of peptide-capped AuNPs.22 Moreover, a previous study also proposed that peptide-modified AuNPs aggregation can be controlled by electrostatic repulsion between the peptides.23 The aim of peptide design is to efficiently decrease the steric barrier caused by the densely packed layer of peptides on the AuNP surface to increase enzyme access to the cleavage site. Hence, this study examined two main concepts in peptide design, namely, length and charge. Three different peptide substrates were compared, with each possessing the same cleavage sites for chymotrypsin (Table 1). The length was tailored through the use of a spacer of repeating Gly units, (Gly)5 (the difference between P1 and P2), and the charge was modified by substituting the non-charged (Gly)5 spacer with a negatively-charged (Asp)5 spacer (the difference between P2 and P3). The pH was adjusted according to the isoelectric point (pI) of the peptides to achieve a net negative charge on the peptide; hence to stabilize the AuNPs-peptide probe (data not shown). Besides, the pH of the AuNPs had no effect on aggregation (ESI Fig. S2A†).
AuNPs fabricated with peptide ligands can improve the stability of particles,24 but the AuNPs-P2 probe stability showed was worse than that of the citrate-capped AuNPs (ESI Fig. S2C†). Nevertheless, the use of a stabilizer such as BSA, efficiently increased the stability of the AuNPs-P2 probe (data not shown). The negatively-charged spacer, (Asp)5, promoted electrostatic repulsion between the particles and increased the stability of the AuNPs, which show good dispersion (ESI Fig. S2D†). DTT-based displacement was conducted to estimate the number of peptides conjugated to each AuNP. Our results showed that the number of peptide substrates (9–13 residues) conjugated to the 15 nm AuNPs was approximately 1000–1800 peptides per AuNP or 2.5–1.5 peptides nm−2. Compared with previous reports involving a short peptide (2–6 residues) found approximately 200–900 peptides per AuNP 12–12.5 nm in size, our results showed a higher conjugation ratio.22,25,26 In other words, the synthesized AuNPs-peptide probes were compactly packed with peptides. The advantages of the densely packed monolayers are as follows: (1) more loading peptides provide more chances for proteases to hydrolyze and activate the AuNPs-peptide probes, and (2) compact coverage increase the stability of AuNPs-peptide probes compared to that of citrate-capped AuNPs.
The zeta potential indicates the degree of repulsion between adjacent, similarly charged particles in dispersion. Colloids with a high zeta potential (negative or positive) are electrically stabilized, whereas those with low zeta potentials tend to coagulate or flocculate. A value of 25 mV (positive or negative) can be taken as the arbitrary value separating lowly-charged surfaces from highly-charged surfaces.27 Park et al. showed that the zeta-potential value of AuNP to AuNPs-peptide–fluorescent protein changed from −26.44 ± 2.58 mV to 5.46 ± 2.44 mV.28 Compared with our results, this value is less stable. The zeta potentials of the citrate-capped AuNPs and AuNPs-P3 probe in our study increased from −34.7 ± 13.8 mV to −39.2 ± 15.9 mV; this improvement can be attributed to the (Asp)5 spacer.
The detection sensitivity of the AuNPs-P3 probe was superior (>100-fold) compared to that of the AuNPs-P2 probe. In our study, we proposed that the (Asp)5 residues played a novel role as an extending anchor that decreased the steric hindrance to the enzyme and lowered the pI of the peptide, increasing particle stability. Asp also excluded the absorbed citrate on the AuNP, due to its repulsive interactions with the citrate carboxylates.22 Hence, the repulsions between the chains and the citrate ions on the surfaces of the AuNPs maintained the dispersion of the peptides. The mechanism behind the increase in sensitivity using of a charged peptide spacer in functionalized AuNP-peptide probes remains to be explored. A few studies have shown that an enhancement of enzyme activity is possible using nanoparticles modified with polyvalent-conjugates. (Arg)6 was used in the generation of cationic peptide formed nanoparticles that possessed significantly enhanced antimicrobial properties.31 Functionalized dextranated magnetic nanoparticles with different valency of small molecules have shown an over 104-fold increase in avidity to the molecule-binding protein.32 Algar et al. have previously demonstrated that an increase in the charge of polyvalent QD–peptide conjugates can significantly enhance the sensitivity to trypsin cleavage of the peptide conjugates.33 To the best of our knowledge, this study is the first report of the use of polyvalent peptide spacers to enhance enzyme activity in a AuNPs-based system for proteinase activity determination.
The enhancement of enzyme sensitivity through the use of spacers might also be due to the electrostatic complementarity between (Asp)5 and chymotrypsin. A previous study showed that anionic functionalized nanoparticles were highly effective surface-based inhibitors of chymotrypsin; this activity was attributed to the electrostatic complementarity between the carboxylate end groups and the halo of cationic residues located around the periphery of the active site in chymotrypsin.34
Morphological changes in AuNPs with different treatments can be observed by agarose gel electrophoresis.35 The mobility of the citrate-capped AuNPs increased upon modification with negatively-charged peptides, namely, the AuNPs-peptide probe. The mobility was further increased in the chymotrypsin activated AuNPs-peptide probe due to the loss of residues (Fig. 2A). The quenching phenomenon between AuNPs and FITC is confirmed in Fig. 2B; chymotrypsin activation is shown to turn on the fluorescence. The UV-illuminated gel shows that the fluorescent band with poorer mobility was attributed to the loss of the (Asp)5 residues (lane 4 and land 5). The quenching effect of AuNPs is very important; therefore, the concentration of the AuNPs-peptide probe was considered due to its influence on the distance between individual particles. Fig. 3A shows the optimal concentration range; lower concentrations led to smaller changes in fluorescence intensity, and higher concentrations especially resulted in considerable decreases in intensity. The higher concentration likely had a negative impact due to the quenching effect whereas the lower concentration likely provided insufficient loading of the peptide substrates to detect protease activity. Additionally, the specificity of the AuNPs-peptide probe was investigated using the serine protease trypsin. Trypsin was chosen because it is structurally similar to chymotrypsin and follows the same secretion route in the digestive system. Trypsin has one cleavage site in the peptide substrate (P3); however, Fig. 3B shows that the AuNPs-peptide probe was unable to detect trypsin but exhibited high specificity to chymotrypsin.
However, there were inconsistencies in the pancreatic chymotrypsin, plasma amylase and lipase activity levels at the 24th period, at which time levels of pancreatic chymotrypsin remained abnormal, whereas the other enzymes had reached normal levels. We were thus prompted to examine the two sources of chymotrypsin secretion. Chymotrypsin activity as an indicator to estimate the occurrence of pancreatitis usually refers to fecal chymotrypsin;12 however, the chymotrypsin in duodenal fluid was also investigated in this study. The duodenal contents of cerulein-induced AP mice were collected after proper fasting to exclude the effect of food. The amount of chymotrypsin in mice with cerulein-induced AP significantly decreased in the duodenal fluid in all periods compared with that of the saline subjects (Fig. 6A). The duodenal chymotrypsin activity in mice with cerulein-induced AP showed a 25% decrease relative to that of controls. Acinar cell injury leads to pancreas malfunction, resulting in a decrease in chymotrypsin activity in the duodenum. This study is the first report to investigate the potential of duodenal chymotrypsin as a reliable index for AP in a mouse model. The duodenal chymotrypsin activity provides a direct estimate of pancreatic injury; however, it offers one disadvantage that it is invasive to obtain duodenal fluid. But for broader applications, the AuNPs-peptide probe has the potential in surgical applications, allowing real-time visualization of pancreatic juice leakage during surgery.38
Normally, for clinical diagnosis, 24 to 72 h stool collection is needed for protease determination.12,39 The use of fecal chymotrypsin as an indicator of pancreatitis diagnosis usually refers to chronic pancreatitis; hence, we tried to find the applicability in acute pancreatitis. For stool productive species like mouse, that one collection of stool is not reasonable for experimental design; therefore, we conducted a 24 h collection of stool with 1 h intervals. Intra peritoneal cerulein injection can cause stomachache and loss of appetite; hence, fasting beforehand might encourage the mice to eat and therefore to produce stool. A continuous 24 h stool collection not only provided a time course for mouse digestion but also showed the change of fecal chymotrypsin activity in the mouse model of AP. Because of individual and digestion rate differences, the 24 h stool collection was categorized into groups to average performances. The saline subjects showed a cycle change in chymotrypsin activity due to their diet. Base on overall average, the cerulein-induced group had lower fecal chymotrypsin activity than that of controls, which the dividing fecal chymotrypsin as abnormal status was approximately 30 ng mg−1 of stool. Especially the 0–4th h, 5–9th h and 20–24th h groups of cerulein-induced AP mice showed significantly lower fecal chymotrypsin activity (30%) relative to that of controls (Fig. 6B). It has been proposed that a fecal chymotrypsin below 3 U g−1 of stool (approximately 75 ng mg−1 of stool) suggests advanced chronic pancreatitis in human.40 The advantage of fecal chymotrypsin over duodenal chymotrypsin is its ease of specimen collection. Moreover, based on the high sensitivity of the AuNPs-P3 probe, only 10–20 mg of feces is required for the assay, making monitoring feasible.
000 × g for 20 min), the supernatant was carefully removed and added 500 μL 2% (wt/wt) PEG. After the second centrifugation (11
000 × g, for 20 min), the supernatant was removed and resuspended with ddH2O (AuNPs-P3 probe) or 0.1% BSA (AuNPs-P1 and AuNPs-P2 probes).
:
1 (in volume). The citrate-capped AuNPs mixed with very small amount of 10% SDS (1 μL) for migration. The gels were run in a horizontal electrophoresis system for 30 min at 110 V in 0.5× TBE buffer. Gel images were taken by a digital camera under visible light and UV-light; besides, the images might be processed with small linear contrast adjustments in order to obtain the true representation.
For the time courses of fecal chymotrypsin in AP model experiments, the mice were divided into two groups. All mice were subjected to 12 h fasting prior to injections. AP (n = 4) was induced by 4 doses of cerulein (200 μg kg−1 2 h−1), and the control subjects (n = 3) were equally treated with 0.9% NaCl (10 μL mg−1 2 h−1). All feces were subjected to lysis as previously described.
000 × g, 1 min), and then the supernatant was collected.
For the chymotrypsin assays in the duodenal eluent and pancreas, the mice were sacrificed with CO2 inhalation. Blood was collected by direct cardiac puncture and mixed with heparin to acquire plasma after centrifugation (3000 × g, 10 min at 4 °C). The first part of the small intestine followed the demarcation set by Shang44 to determine the duodenum. The duodenal contents were eluted with 1 mL DPBS and collected the eluent. The duodenal eluent was treated by centrifugation (13
000 × g, 10 min at 4 °C), and the supernatants were collected. The pancreas tissues were homogenized with 1 mL PRO-PREP protein extraction solution (iNtRON Biotechnology, Seongnam, South Korea). The homogenates were centrifuged at 13
000 × g for 10 min at 4 °C. All the supernatants were collected and stored at −80 °C until further analysis. The protein concentrations of the supernatant were measured using a Bio-Rad protein assay (Bio-Rad Laboratories, Hercules, CA, USA).
A cerulein-induced AP mouse model was established in this study, and the AuNPs-peptide probe was successfully used to analyze chymotrypsin activity to assess pancreatic function. The plasma amylase and lipase levels were compared to the chymotrypsin activities in the duodenal eluent, the pancreas and the feces. The increase in pancreatic chymotrypsin activity indicated the pre-activation of trypsin in AP. Meanwhile, the chymotrypsin activity in the duodenal eluent provided a direct index for the estimation of pancreatic injury, although it required an invasive procedure. The fecal chymotrypsin assay serves as a non-invasive method for the diagnosis of AP, and the fecal chymotrypsin below 30 ng mg−1 of stool suggests AP. The AuNPs-peptide probe was successfully applied in the rapid detection of pancreatic disease-related chymotrypsin activity. Moreover, the AuNPs-peptide probe could potentially be used to monitor the leakage of pancreatic juice during surgery to avoid postoperative pancreatic fistulas. This study also provides a platform that could be applied in the daily monitoring of fecal chymotrypsin activity and is non-invasive. This is the first study to use AuNPs-peptide probes in practical disease diagnosis.
Footnote |
| † Electronic supplementary information (ESI) available. See DOI: 10.1039/c4ra00258j |
| This journal is © The Royal Society of Chemistry 2014 |