Development of a novel ssDNA aptamer targeting neutrophil gelatinase-associated lipocalin and its application in clinical trials
Journal of Translational Medicine volume 17, Article number: 204 (2019)
Neutrophil gelatinase-associated lipocalin (NGAL) is a promising biomarker of early diagnosis and prediction for acute kidney injury (AKI). However, the current program for NGAL detection is not extensively applied in clinics due to the high expense of antibodies. Nucleic acid aptamers are single-strand DNAs or RNAs which could bind to targets with high specificity and affinity, and they have been widely used in the diagnosis and therapy for multiple diseases. It is valuable for us to develop a new method for NGAL detection using aptamers instead of antibodies to achieve increased efficiency and decreased cost.
Nucleic acid aptamers against NGAL were obtained after SELEX process using magnetic beads, and an enzyme-linked aptamer analysis (ELAA), which can be widely used in clinical diagnosis at low cost, were successfully established. The feasibility of ELAA was further validated with urine samples harvested from 43 AKI patients and 30 healthy people.
Three candidate aptamers, including NA36, NA42 and NA53, were obtained after 8 rounds of SELEX process with magnetic beads and verified by quantitative polymerase chain reaction (qPCR), and the Kd value of each aptamer was 43.59, 66.55 and 32.52 nM, respectively. Moreover, the linear relationship was consistent at the range of 125–4000 ng/mL, and the detection limit of ELAA assay was 30.45 ng/mL. We also found that NGAL could be exclusively detected with NA53, and no cross-reaction between NA53 and human albumin or globulin occurred, the coefficient of variation (CV) between inner-plate and inter-plate was less than 15%, and the recovery rate was between 80 and 110%. Moreover, the sensitivity and specificity of ELAA assay in this study are 100% and 90%, respectively. Consistently, these results could also diagnose whether the occurrence of AKI in lots of patients, which has been demonstrated with the ELAA method we established after using NA53.
Taken together, NA53, the best candidate aptamer targeting NGAL protein, can be applied in clinical testing.
Acute kidney injury (AKI) is a common clinical critical disease with high incidence accompanied by a sudden loss of renal function and urine output of < 0.5 mL/kg/h for more than 6 h . The clinical symptoms of AKI include sustained increase in urea nitrogen and creatinine in serum and imbalance of saline. The incidence rate of AKI is 5–7% in patients and up to 30% in critical patients with 50% mortality . Currently, serum creatinine is the most common biomarker used for AKI diagnosis , whereas it only increases when kidney function is irreversibly damaged. Therefore, biomarkers for early diagnosis of AKI should be explored to improve the cure and survival rate of AKI patients .
Neutrophil gelatinase-associated lipocalin (NGAL), also known as lipocalin 2, is a secreted protein possessing 178 amino acids in the form of monomers, homodimers and heterodimers , It is widely expressed in neutrophils, kidney, prostate, respiratory and digestive tract epithelial cells  and plays a vital role in natural immunity , anti-oxidation , tumorigenesis and tumour metastasis [7, 8]. A previous study showed that NGAL was markedly increased in the very early stages of AKI . Low expression of NGAL was normally found in mature peripheral blood neutrophils, human tissues and organs. However, once surgery-related inflammation and renal tubular epithelial cell injury occurred, the concentration of NGAL rapidly increased in blood and urine, and it closely correlated with the AKI severity ; thus, it may be served as a powerful indicator in clinical application .
Previous methods established for NGAL protein detection have mainly been based on enzyme-linked immunosorbent assay (ELISA) with its antibody; however, this method cannot be popularised due to its high cost, and new methods and reagents should be developed for AKI diagnosis. Nucleic acid aptamers, a class of single-stranded DNA (ssDNA) or RNA , have special 3-dimensional structures, and they can be used as probes or recognition elements in disease diagnosis and therapy . The process of their binding to targets resembles antigen–antibody reactions; thus, nucleic aptamers are considered as small molecules, which is better than antibodies since they are stable and hypoallergenic . Moreover, they may be synthesised or amplified on a large scale and undergo various modifications at low cost.
In this study, we aimed to screen nucleic acid aptamers against NGAL with high specificity and high affinity using SELEX process with magnetic beads, thereby establishing a detection method based on ELAA to achieve convenient and accurate diagnosis in clinical settings.
Materials and methods
Chemicals, ssDNA and cell lines
NGAL protein (Cat No: 10222-H08H) and anti-lipocalin-2 antibody (Cat No: 10222-MM04) were obtained from Sino Biological (China). PCR Taq Mix (Cat No: AS111), qPCR Mix (Cat No: AQ131), Trans5α chemically competent cells (Cat No: CD201) and pEASY-T5 zero cloning kits (Cat No: CT501) were obtained from Transgen Biotech, China. A 20 bp DNA Ladder (Cat No: D521a) was obtained from the Takara Company. BioMag® Plus Carboxyl Protein Coupling Kit (Cat No: BP611) was purchased from Bangs Laboratories. Bovine serum albumin (Cat No: A8020) and streptavidin/horseradish peroxidase (HRP) (Cat No: SE068) were obtained from Solarbio. 2× TBE-urea sample buffer (Cat No: C506046) and urea (Cat No: A600148) were purchased from the Sangon Company. Fluorochrome-conjugated secondary antibody (Cat No: A11005) was obtained from the Life Technology Company. DAPI-FLUOROMOUNT-G (Cat No: 0100-20) was acquired from the Southern Biotech company. All chemicals and reagents used were of analytical grade. The ssDNA in the library has a total length of 75 nt, which possesses a random 35 nt sequence in the middle of ssDNA and a fixed 20 nt sequence at both ends of ssDNA (Sangon Biotech Company). The ssDNA library dissolving in the ddW and the primers used for PCR are listed in Additional file 1: Table S1. HEK393T, A498 and cak-i 786-o and KYSE450 cells were obtained from the American Type Culture Collection (ATCC). Cells were cultured in RPMI Medium Modified (Cat No: SH30809, Hyclone, USA) supplemented with 10% fetal bovine serum (FBS; Gibco).
Coating the magnetic beads
Fifty microliters of carboxyl magnetic beads (20 mg/mL) were washed four times with 500 μL of compound 2-(N-morpholino)ethanesulfonic acid (MSE) buffer. After the final wash, the beads were resuspended in 500 μL of MSE buffer, and 1.6 mg of 1-ethyl-3-(3-dimethylaminopropyl)carbodiimide (EDAC) was added to the resuspended beads. The flask was placed on a non-magnetic rotator for 30 min at room temperature. The supernatant was aspirated and discarded, followed by washing with 500 μL of MSE buffer 4 times. Fifty micrograms of NGAL was resuspended in 500 μL of MSE buffer, and 450 μL of NGAL solution (0.1 μg/μL) was added to the activated magnetic beads while shaking. Magnetic beads were harvested after shaking for 16-24 h, followed by resuspension in 500 μL of MSE buffer to repeat the steps described above. After adding 500 μL of quenching solution and shaking at room temperature for 30 min, magnetic beads were collected and added to 500 μL of wash buffer. After washing 4 times, the beads were resuspended with 200 μL of wash buffer. The coating efficiency was calculated with the formula: (Cpre-coating − Cpost-coating)/Cpre-coating × 100%. In addition, we prepared the bare beads using the same method except the replacement of NGAL solution with MSE buffer.
The magnetic beads were coated with NGAL following the manufacturer’s instructions. The negative screening method was performed as follows: 150 μL of 10 μM ssDNA library was soaked in boiling water for 5 min, then in ice-water for 3 min and centrifuged for 30 s at 12,000 rpm; 20 μL of bare magnetic beads was added and incubated for 30 min at room temperature. Positive screening was performed as follows: the supernatant derived from negative screening was harvested. Then, 30 μL of magnetic beads coated with NGAL were added and incubated at room temperature for 1 h. These beads were washed with 200 μL of binding buffer twice. Beads resuspended with 100 μL of ddw were added and heated in boiling water for 5 min, and the supernatant was transferred to new clean tubes. PCR amplification of the selected aptamer library used the following procedure: PCR reaction system (product after screen 4 μL, P3 4 μL, P4 4 μL, 2× PCR Taq mix 50 μL, ddw 38 μL), PCR reaction conditions (95 °C 5 min, 95 °C denaturation 30 s, 60 °C annealing 30 s, 72 °C extension 30 s, 20 cycles, 72 °C for another 5 min), and the product of PCR amplification was concentrated with butanol. The expected band was harvested using 10% 7 M urea denatured polyacrylamide gel electrophoresis (PAGE) gel and purified. The purified product was dissolved in 100 μL of binding buffer, and it was the sub-library for the next round of screening. The binding rate of NGAL in each round of SELEX was calculated using the formula: NGAL binding rate = NssDNA/[N − 1) ssDNA × MNGAL] × 100%. NssDNA and (N − 1) ssDNA represent the amount of eluted ssDNA and added ssDNA, respectively, and MNGAL represents the amount of NGAL.
qPCR verification assay
The enrichment library was used to perform T/A cloning following the instruction of the kit. Sequence alignment of nucleic acid aptamers was conducted using DNAMAN 8.0 software after sequencing.
qPCR was used to validate the aptamers according to the following procedure: T/A plasmid containing candidate aptamer was diluted to 100-fold, and 1 μL of diluted plasmid served as a template for PCR amplification. PCR reaction system: template 5 μL, P3 2 μL, P4 2 μL, 2× PCR Taq Mix 25 μL, ddw 16 μL; and the condition for PCR was the same as that described above. The PCR product was purified and dissolved in 200 μL of Tris–EDTA (TE) buffer. Fifty microliters of 20 nM aptamers were added to 1 μL of NGAL magnetic beads and bare magnetic beads, respectively. After incubation at room temperature for 1 h, these beads were put on the magnetic rack until the liquid is clear and then discarded the supernatant. The above steps were repeated 3 times after using 200 μL of binding buffer. One hundred microlitres of ddw was used to resuspend beads, and 1 μL of resuspended beads served as the template for qPCR (template 1 μL, P1 0.5 μL, P2 0.5 μL, 2× qPCR mix 7.5 μL, ddw 5.5 μL). The condition for qPCR reaction was performed as follows: 95 °C for 5 min (95 °C for 10 s, 60 °C for 10 s, 72 °C 10 s) for 20 cycles and 72 °C for 5 min. The ΔCt value represents the binding rate of aptamer to NGAL, and the criterion for selecting candidate aptamers based on the ΔCt value between the NGAL coated beads and bare beads once it is greater than 4 cycles.
Comparison of the NGAL protein binding amount with the candidate aptamers
The candidate aptamers NA10, NA36, NA42, NA53, and NA21 were synthesised by the Sangon Company and diluted to 200 nM using binding buffer. Fifty microliters of 200 nM aptamers were added to 1 μL of NGAL magnetic beads and bare magnetic beads, respectively. After incubation for 1 h at room temperature, the beads were put on the magnetic rack until the liquid is clear and then the supernatant was discarded. Two hundred microlitres of binding buffer was added, and the procedure was repeated as described above 4 times. The magnetic beads were resuspended with 20 μL of ddw and diluted to 100-fold, and 1 μL of resuspended magnetic beads served as the template for qPCR to compare the binding amount of NGAL protein with these candidate aptamers.
Specificity and affinity analysis of aptamers
Magnetic beads coated with normal human serum were produced according to the procedure afore mentioned, and the concentration of normal human serum was tenfold as high as that of NGAL. Fifty microlitres of 200 nM aptamer and 1 μL of pure magnetic beads were mixed and incubated for 1 h at room temperature, and these beads were put on the magnetic rack until the liquid is clear and then discarded the supernatant. Magnetic beads were resuspended in 20 μL ddw and diluted to 100-fold, and 1 μL resuspended magnetic beads served as a template for qPCR.
These candidate aptamers were diluted to a series of concentrations: 200 nM, 100 nM, 50 nM, 25 nM, 12.5 nM, 6.25 nM, 3.125 nM and 0 nM. Fifty microlitres of diluted aptamers possessing different concentrations as above were added to 1 μL of NGAL-coated magnetic beads and pure magnetic beads, respectively. After incubation for 1 h at room temperature, these beads were put on the magnetic rack until the liquid is clear, and then the supernatant was discarded. Magnetic beads were resuspended in 20 μL of ddw and diluted to 100-fold, and 1 μL of resuspended magnetic beads served as a template for qPCR.
Establishment of ELAA method and its performance evaluation
Fifty microlitres of NGAL antibody (300 ng) was added to 96 well plates at 4 °C overnight, and washed the plates 3 times with buffer. After the addition of 350 μL of 3% BSA and incubation at 37 °C for 4 h, the plates were washed 3 times. Following the addition of NGAL and incubation for 1 h at room temperature, the plates were washed 3 times. One hundred microlitres of 200 nM biotinylated aptamer was added, and after incubation at room temperature for 1 h, the plates were washed 3 times. One hundred microlitres of 1/2,000 horseradish peroxidase-conjugated streptavidin (HRP-SA) were added, and the plates were washed 3 times. Subsequently, they were mixed with 100 μL of TMB and incubated at room temperature for 20 min, and the reaction was terminated using 50 μL of stop solution. The optical density (OD) values at the wavelength of 450 nm was measured by a microplate reader.
The specificity of the ELAA method was evaluated as follows: the OD value of 4 μg/mL NGAL protein, 400 μg/mL albumin, 400 μg/mL globulin and binding buffer were simultaneously tested using ELAA method. The standard curve of the ELAA method was evaluated as follows: NGAL protein was diluted to different concentrations, such as 4000 ng/mL, 2000 ng/mL, 1000 ng/mL, 500 ng/mL, 250 ng/mL, 125 ng/mL, 62.5 ng/mL, 31.25 ng/mL, 15.625 ng/mL and 0 ng/mL, and the OD value of these samples were tested with the ELAA method.
The sensitivity of the ELAA method was evaluated as follows: standard curves of NGAL were analysed based on the OD value when the concentration of NGAL was 0 ng/mL, 15.625 ng/mL, 31.25 ng/mL and 62.5 ng/mL. The OD value of twenty blank samples were tested, and then the minimum detection limit was calculated based on the sum of the mean OD value of blank samples with twofold SD value. The precision of the ELAA method was evaluated as follows: the OD value of NGAL solution at 250 ng/mL, 1000 ng/mL and 2000 ng/mL concentration were tested, the inner-plate and inter-plate precision were analysed, respectively.
The accuracy of the ELAA method was evaluated as follows: the urine of 5 healthy people were mixed and served as the basic sample. Then, NGAL protein was added to this mixture to preparing recycle sample 1 and recycle sample 2, and the concentration of NGAL in these 2 mixtures reached 250 ng/mL and 1000 ng/mL, respectively. Following this, the OD value of the mixture, recycle sample 1 and recycle sample 2 were tested using the ELAA method, and the recycle rate was calculated using the formula: recycle concentration/input concentration × 100%.
Cells were fixed with paraformaldehyde (PFA) for 15 min at room temperature and rinsed 3 times in phosphate-buffered saline (PBS) for 5 min, and the cells were treated with 2% TritonX-100 in PBS for 5 min, then rinsed with PBS and blocked with blocking buffer for 60 min. After incubation with FAM-NA53 for 60 min, they were rinsed with 1% TritonX-100 in PBS in a Thermostatic shaker at 60 °C 3 times. These cells were incubated with diluted primary antibody overnight and protected from light. Then, the cells, which were pre-rinsed with PBS, were incubated with diluted flurochrome-conjugated secondary antibody for 2 h at room temperature and covered with DAPI-FLUOROMOUNT-G, and the pictures of cellular morphology were obtained with a Nikon fluorescence microscope (Ts2-FL).
Clinical sample harvest and clinical tests
All clinical samples in this experiment were obtained from the 900 Hospital of the Joint Logistics Team during 2017–2019 with the authorisation of patients and complied with the ethical regulations. According to the criteria of Kidney Disease: Improving Global Outcomes (KDIGO) for AKI diagnosis, patients who have any following characteristics could be diagnosed as AKI patients: (1) the level of serum creatinine (Scr) increased more than 0.3 mg/dL (or more than 50%) within 48 h; (2) the level of Scr increased more than 1.5-fold of baseline value within 7 days; (3) the volume of urine is less than 0.5 mL/kg/h in 6 h. Thirty-four urine samples were harvested from 43 patients with AKI. Among these clinical samples, 35 urine samples were males and 8 urine samples were females, and the ages of these patients ranged from 15 to 78 years old, with a mean age of 47 years. Moreover, another 30 urine samples derived from healthy people. There were 20 males and 10 females between 20 and 72 years old, with a mean age of 37. Detailed information and corresponding creatinine levels of these samples are listed in Additional file 1: Table S2. The fresh urine samples of patients with AKI and healthy control were harvested and stored at − 80 °C. The urine of 73 samples were harvested, respectively, and the concentration of NGAL protein in these samples was tested using the ELAA method and the results were analyzed with the Mann–Whitney U test. The optimal cut off value used for distinguishing patients with AKI and healthy control and the sensitivity and specificity of ELAA method were obtained using ROC curve. More importantly, 4 urine samples, which were derived from both the acute and recovery stages of AKI, were used for monitoring the changes of NGAL protein and creatinine with ELAA method and pircric acid method, respectively.
Differences between groups were compared using analysis of variance for repeated measures. A two-tailed Student’s t-test was used to analyse the age and creatinine, and the comparison of NGAL protein level was analysed with Mann–Whitney U test, standard curve and ROC curve were analysed using excel and SPSS20.0 software, respectively. Other data analyses were performed using GraphPad PRISM. v5.0 software (San Diego, CA, USA), and p value < 0.05 was considered significant.
Aptamers targeting NGAL are successfully obtained using SELEX process
After coating with NGAL protein, the coating efficiency was determined to be up to 91.4% (Additional file 2: Figure S1), namely, 0.21 μg NGAL protein was coated with 1 μL of magnetic beads, and the concentration we used was adjusted to 0.20 μg NGAL/μL of magnetic beads for the process of screening. The outline of the SELEX procedure is shown in Fig. 1. In this study, 8 rounds of SELEX screening with magnetic beads were used to obtain NGAL-specific nucleic acid aptamers. During the screening process, the pressure of screening gradually increased through the modulation of multiple parameters, including the amount of NGAL, aptamer library input, incubation time, the times of washing and shaking (Additional file 1: Table S3). Additionally, before the SELEX process, we tested the optimal conditions for PCR amplification when using the aptamer library as the template. We chose 60 °C to be the best annealing temperature, and 1.0 μL of 10 μM primer served as the best input in the PCR reaction (Additional file 2: Figure S2A). Moreover, we monitored the result of negative control at every round of the SELEX process, and no template pollution was confirmed throughout all processes (Additional file 2: Figure S2B).
To monitor the process of SELEX screening, the binding rate was used to reflect the enrichment of the aptamer pool. As shown in Fig. 2a, the binding rate of NGAL protein increased from the 0.079 to 1.89% with screening rounds proceeded. However, we noticed that the binding rate did not increase or even decreased after the 7th round of screening, which may be caused by the strengthened pressure for screening and the limitation of the binding of aptamers to targets. Therefore, we used the solution eluted from the 8th round of screening for T/A cloning and sequencing.
Fifty-five monoclonal colonies were chosen for sequencing, and they were nominated to be NA1–NA55, respectively. As shown in Additional file 1: Table S4, NA2 and NA43 are blank vectors, and the homology of residual aptamers was analysed using DNAMAN 8.0 (Additional file 2: Figure S2C). Moreover, NA39, NA40 and NA53 are completely identical, and NA27 has one different base when comparing with NA39 aptamers, while NA36 and NA37 have the same sequences as NA20 and NA21. Moreover, the homology of the other 45 aptamers is not high, suggesting that the aptamer library was enriched, and the screening process was successful. Thus, we validated and compared these 53 aptamers using the qPCR method. As shown in Fig. 2b, 53 plasmids produced by T/A cloning, which contain aptamers, were used for PCR amplification. After incubation with bare magnetic beads or NGAL-coated beads, the washed beads served as templates. We found that the ΔCt values of most of these 53 aptamers were more than 0, indicating that the aptamers obtained after the 8th round of the SELEX screening process were enriched. Intriguingly, the ΔCt value of aptamers, which comprise NA10, NA27, NA36, NA37, NA39, NA40, NA42 and NA53, was more than 4, and 4 of them, NA10, NA36, NA42, and NA53, were chosen as candidate aptamers and further study, including homology analysis using qPCR.
The sequencing result of NA21 was verified by the qPCR method when comparing with other candidate aptamers NA10, NA36, NA42, and NA53, and we found that NA10 and NA21 were not suitable for further studies due to their low capability of binding to NGAL-coated beads (Fig. 2c). The primary sequences of NA36, NA42 and NA53 were AGCAGCACAGAGGTCAGATGCCCAT ATGCTACTTTGCACACATCCTGGATAGGCTCCTATGCGTGCTACCGTGAA for NA36, AG CAGCACAGAGGTCAGATGCCGTGCGGATGTACAGGGACTTGGATAGTTTCTGACCTATGCGTGCTACCGTGAA for NA42 and AGCAGCACAGAGGTCAGATGGCGCTGGATAGCAA GATCACGTTATCATCGTAAACCCTATGCGTGCTACCGTGAA for NA53, respectively. Moreover, the secondary structure of aptamers NA36, NA42 and NA53 were analysed using online tools (http://unafold.rna.albany.edu/?q=mfold/DNA-Folding-Form). The condition for the structure prediction is 25 °C, 0.1 M Na+ and 0.001 M Mg2+, and the result of prediction is consistent with our results (Fig. 3).
Specificity and affinity analysis of the candidate aptamers
NA36, NA42 and NA53 aptamers were incubated with blank magnetic beads, NGAL-coated beads and normal human serum-coated beads, respectively. The amount of aptamers, which were bound to these 3 types of magnetic beads, was measured and monitored by qPCR. As shown in Fig. 4a, there were many more aptamers bound to the NGAL-coated beads than the other 2 types of beads, suggesting that these 3 aptamers could specifically bind to NGAL protein.
NA36, NA42 and NA53 aptamers were diluted to be several different concentrations, such as 200 nM, 100 nM, 50 nM, 25 nM, 12.5 nM, 6.25 nM, 3.125 nM and 0 nM, and then they were incubated with bare beads and NGAL-coated beads, respectively. Subsequently, qPCR was used to determine the amount of aptamers binding to beads, and the Kd value was calculated using GraphPad Prism 5 (Fig. 4b), and we found that Kd values of NA36, NA42 and NA53 aptamers was 43.59, 66.55 and 32.52 nM, respectively (Figs. 2c, 4a), suggesting that NA53 aptamer has the strongest capability on target binding to NGAL among these three aptamers.
Additionally, NA53 aptamers was validated to be the optimal aptamers among these 3 aptamers, which may potentially replace the antibody of NGAL, and thus it may also be used for the detection of NGAL protein and imaging. Moreover, our results further showed that NA53 could colocalise with NGAL proteins in KYSE450 cells, one type of oesophageal squamous carcinoma cells, using immunohistochemistry; however, when we used the random libraries as controls, the signal of colocalisation of NGAL protein and aptamers could not be detected, suggesting that NA53 could specifically bind to NGAL protein (Fig. 4c).
Establishment of ELAA method using NA53
To establish a feasible method for detecting NGAL protein using the NA53 aptamers, we designed an ELAA detection method based on the strategy of sandwich model, and the structure of sandwich model consists of NGAL antibody, NGAL protein and NA53 aptamers (Fig. 5), and the model could be destroyed once any component is deficient, resulting in an OD value less than 0.05 (Additional file 2: Figure S3A). However, the OD value of the group, a reaction system that possesses the components of NGAL antibodies, NGAL protein and NA53 aptamers, was 1.8, and the OD value of the group, which possesses NGAL antibodies, NGAL protein and NGAL antibodies, was 1.6.
In the ELAA assay, the amount of NGAL antibody coated in a 96-well plate is critical for its establishment. In a high-adsorption 96-well plate, 0 ng, 25 ng, 50 ng, 100 ng, 300 ng, 500 ng and 700 ng of NGAL antibodies were coated respectively, and we found that the OD value tended to be stable and no longer increased once the amount of NGAL antibodies used was more than 300 ng, which represents an optimal amount of antibody for coating (Additional file 2: Figure S3B).
NGAL protein in serum and urine has been used for the diagnosis and prediction of AKI, while NGAL protein in urine is more useful for its high specificity. Therefore, the ELAA detection method we established was mainly used to detect the level of NGAL in urine. Our specificity analysis showed that there were no cross-reactions between the common albumin and globulin in urine. Moreover, the OD value of binding buffer, albumin (400 μg/mL) and globulin (400 μg/mL) were approximately 0.05, while the OD value of NGAL (4 μg/mL) was 2.05 (Fig. 6a). These results revealed that the ELAA method we established with NA53 aptamers can exclusively detect the NGAL protein, and no cross-reaction with albumin and globulin occurred.
The NGAL stock solution was diluted to serial concentrations between 0 and 4000 ng/mL for ELAA assay. The fitting cubic equation was y = − 0.6507x3 + 5.9876x2 − 16.593x + 14.556, R2 = 0.9993 (Fig. 6b), x represents NGAL concentration and y represents the corresponding OD value in the formula, respectively, and the range of detection was 125–4000 ng/mL. When the concentration of NGAL was less than 62.5 ng/mL, the formula for calculation was y = 0.0003x + 0.0508, R2 = 0.9866, the OD value of all 15 blank controls was approximately 0.05 and the detection limit was estimated to be 30.45 ng/mL (Fig. 6c).
We evaluated the precision of the ELAA method in this study. The results of 3 concentrations of the same plate were listed in Additional file 1: Table S5, and the CV value was less than 10%. The results obtained from 2 different plates are shown in Additional file 1: Table S6, and the CV value was less than 15%. In addition, we evaluated the accuracy of the ELAA method described above, and we found that the recycle rate of these 2 different concentrations of NGAL were 80% and 110% (Additional file 1: Table S7).
Application of ELAA with NA53 in clinical trials
In this study, we tested the feasibility of applying NA53 in clinical trials. We firstly tested the feasibility of ELAA method with NA53 in a series of urine samples, which derived from 30 healthy samples and 43 patients with AKI in the 900 Hospital of the Joint Logistics Team. As shown in Fig. 7a, we found that the concentrations of NGAL protein in 24 samples of 30 healthy people is lower than 125 ng/mL, which is not in the examination range. However, the concentration of NGAL in all 43 patients with AKI is located in the examination range, and their levels of NGAL protein are significantly higher than the healthy controls (P < 0.001); thus the result indicates that the method we established with NA53 aptamer can be used to distinguish the patients and healthy people.
In addition, according to the results of ROC curve (Fig. 7b), when the minimum concentration of NGAL, namely the cut off value, is 157.04 ng/mL, the maximum value of Yodden index is 0.90, and the corresponding AUC is 0.98, the sensitivity and specificity of the ELAA method we established were 100% and 90%, respectively, thus our result here is consistent with previous study . Futhermore, the level of NGAL protein and creatinine were further monitored with the urine of 4 AKI patients during the acute and recovery phases (Fig. 7c), and we found that the level of NGAL protein in the later phase was significantly lower than its level in the acute phase, which is also consistent with the tendency of creatinine, suggesting that the level of NGAL protein could be used to monitor the status of recovery stage of patients with AKI.
AKI is one of the most common diseases, and the classical biomarker for this disease is the serum creatinine level. Many biomarkers have been proposed for its early diagnosis, including kidney injury molecule-1 , interleukin 18 [15, 16], cystatin C , liver-type fatty acid-binding protein , N-acetyl-β-d-glucosaminidase and NGAL protein . Among these biomarkers, NGAL protein in the urine was mainly derived from the kidney during AKI, but not from neutrophils, hepatocytes or respiratory and intestinal tract epithelial cells. Moreover, in the urine of animal models of gentamicin-induced acute kidney disease, early increase of the serum creatinine level was not obvious. However, the level of NGAL protein was significantly increased, suggesting that NGAL protein may be a sensitive indicator for the early diagnosis of AKI [20, 21].
To improve the prevention, diagnosis, treatment and prognosis prediction of AKI, the exploration of novel and ideal biomarkers, which are especially used for the early diagnosis is very important. An ideal biomarker should be organ specificity, high sensitivity and a good sign of reflecting the severity of diseases accompanied by the increased level of biomarkers. In addition, simplicity, noninvasiveness and low cost are also required. Although several biomarkers described above have been explored and reported for the early diagnosis of AKI, other biomarkers have lower specificity and sensitivity for AKI diagnosis than NGAL protein, and their time used for diagnosis is also longer than NGAL protein [1, 9, 14,15,16,17, 22, 23]. The level of NGAL protein rapidly increased in the blood and urine during the very early stage of AKI, and it can distinguish prerenal and renal AKI , and the level of NGAL protein in urine could be an independent predictor which can reflect the status of recovery from AKI . Taken together, NGAL protein meets the criteria of ideal biomarkers for AKI diagnosis. Increased level of NGAL protein is also found when infection with bacteria and virus or malignant tumours occur [7, 8, 26, 27], thus the status of patients and differential measures for treatment should be comprehensively analysed.
Previously, only antibodies have been used to detect their targets in scientific research and clinical settings. Currently, people found that aptamers can also bind to their targets via Van der Waals forces, hydrogen bonds, electrostatic forces and hydrophobic forces with high specificity and affinity. The binding process is also similar to the formation of antibody-antigen complexes; therefore, aptamers are also called “chemical antibodies”, and the dissociation constant (Kd value) of aptamers usually varies from pM to nM . Compared with antibodies, advantages of aptamers are long half-life, nontoxic, and they can also be produced with targets which do not have immunogenicity. Moreover, they can also be easily modified and combined with other materials to achieve better effect based on our requirements; therefore, they have great potential in multiple applications including detection, diagnosis, imaging, drug delivery and the development of anti-cancer drugs [29, 30].
In this study, we used traditional method to perform SELEX screen against NGAL protein with magnetic beads, meanwhile, the result of SELEX process, the affinity and specificity of primary aptamers were further validated with qPCR method. Moreover, we found that aptamer NA53 can directly bind to the membrane of KYSE450, a stable cell line of esophageal squamous cell carcinoma, suggesting that the aptamer NA53 can bind to NGAL protein with high specificity and affinity, obviously, our study is different to previous study published by Lee group . Moreover, the detection method based on aptamer contains two domains, one is the targeting domain, namely aptamer, and another is the signaling domain including radionuclide or fluorescent . According to the signals and strategies used for detection, ELAA method can be mainly developed to multiple methods including colorimetric method, chemiluminescence method, electrochemical method, fluorescence method. The most common detection method based on aptamers always contains a sandwich structure, which is formed with target, two specific aptamers or one specific aptamer and the antibody of target. The ELAA method, which was established using aptamer NA53 to replace NGAL antibody, could be widely used for diagnosing AKI patients after the combination of the clinical significance of NGAL protein and the advantages of nucleic acid aptamers.
Currently, the main difficulty of applying aptamers in clinics is the environment and condition in research is not always same to clinics, and the effect of aptamers will be impaired or disappeared since the structure of aptamers will change under different conditions, such as the change of pH value or ion concentration in the environment. Although the NGAL protein in blood and urine samples can both be used for disease diagnosis and prediction, however the NGAL protein in urine is more suitable to be the early marker for AKI diagnosis and prediction than in serum. As we now know, the NGAL protein in urine is a specific response marker after renal injury, and the NGAL protein in serum is easily interfered by inflammation, infection, tumor and other factors, thus the specificity of NGAL protein in serum is not as specific as it in urine . Therefore, our study used urine samples in clinical test since they have many advantages, for example, the composition of urine are relatively simple, the process of urine harvest is convenient and no wound. Additionally, the binding of aptamer NA53 to NGAL protein in urine was also validated after performance verification. More importantly, no cross-reactions occurred between aptamer NA53 and other main components in urine including albumin and globulin after test with ELAA method, thus the ELAA method in our study is worth popularizing for NGAL protein test.
Our study showed that the sensitivity and speficity of NGAL protein are 100% and 90% after test with 73 urine samples using ELAA method and aptamer NA53, respectively. However, the sensitivity and speficity of other traditional markers are inferior to NGAL protein in our study, such as 61% and 61% with serum creatinine , 82.2% and 76.4% with serum cystatin C , 70.8% and 90.9% with pNGAL , and 77.1% and 73.3% with urinary NGAL protein , respectively. Our results revealed that the NGAL protein in urine has higher sensitivity and specificity as AKI diagnosis with ELAA method, which was established with aptamer NA53. Compared with clinical tests with antibodies, the production period of aptamer is shorter, and its chemical synthesis and modification are easier, and the cost of clinical test with aptamer is lower. Of note is ELAA detection method has many advantages, such as high sensitivity, high specificity and lower cost, and it is easily popularised. However, the interactions between aptamers and targets in ELAA method are also easily affected by environmental factors. Although the ELAA method we established can detect the NGAL protein in urine samples, however the time for its application is longer, and the repeatability of its application in our study may be slightly worse when compared with other ELAA detection methods based on aptamers, such as chemiluminescence method and electrochemical method, therefore it should be further optimized to achieve extensive use in clinical tests in the future.
In this study, we screened and obtained the aptamers against NGAL protein after multiple rounds of SELEX process. As an important indicator, NGAL protein can rapidly enter the serum and urine of AKI patients; moreover, it has higher sensitivity and specificity . Therefore, it is meaningful for us to obtain the specific reagent and to establish effective method for NGAL protein detection. We found that NA53 is the optimal aptamer among the 3 candidates after performance comparison and verification. Application of NA53 in the ELAA method, which was established with the replacement of the second antibody in ELISA with NA53, has good performance for the detection of NGAL protein, the limit of detection (LOD) is 30.45 ng/mL and the linear relationship is constant at the range of 125–4000 ng/mL, and the sensitivity and specificity are 100% and 90%, respectively, therefore it could be potentially exploited for clinical tests. Notably, detection of NGAL protein in clinics may be in high demand, and using NA53 with ELAA method, but not the second antibody with the ELISA method, will save the cost in clinics.
Availability of data and materials
The datasets supporting the conclusions of this article are included within the article, and the materials will be available once request.
acute kidney injury
age-related macular degeneration
coefficient of variation
enzyme-linked aptamer analysis
enzyme-linked immunosorbent assay
horseradish peroxidase-conjugated streptavidin
limit of detection
neutrophil gelatinase-associated lipocalin
polyacrylamide gel electrophoresis
quantitative polymerase chain reaction
Shang W, Wang Z. The update of NGAL in acute kidney injury. Curr Protein Pept Sci. 2017;18:1211–7.
Devarajan P. Neutrophil gelatinase-associated lipocalin: a promising biomarker for human acute kidney injury. Biomark Med. 2010;4:265–80.
Lisowska-Myjak B. Serum and urinary biomarkers of acute kidney injury. Blood Purif. 2010;29:357–65.
Candido S, Abrams SL, Steelman LS, Lertpiriyapong K, Fitzgerald TL, Martelli AM, Cocco L, Montalto G, Cervello M, Polesel J, et al. Roles of NGAL and MMP-9 in the tumor microenvironment and sensitivity to targeted therapy. Biochimica et Biophysica Acta (BBA) Mol Cell Res. 2016;1863:438–48.
Bellmann-Weiler R, Schroll A, Engl S, Nairz M, Talasz H, Seifert M, Weiss G. Neutrophil gelatinase-associated lipocalin and interleukin-10 regulate intramacrophage Chlamydia pneumoniae replication by modulating intracellular iron homeostasis. Immunobiology. 2013;218:969–78.
Roudkenar MH, Halabian R, Bahmani P, Roushandeh AM, Kuwahara Y, Fukumoto M. Neutrophil gelatinase-associated lipocalin: a new antioxidant that exerts its cytoprotective effect independent on Heme Oxygenase-1. Free Radical Res. 2011;45:810–9.
Leng X, Ding T, Lin H, Wang Y, Hu L, Hu J, Feig B, Zhang W, Pusztai L, Symmans WF, et al. Inhibition of lipocalin 2 impairs breast tumorigenesis and metastasis. Cancer Res. 2009;69:8579–84.
Hu C, Yang K, Li M, Huang W, Zhang F, Wang H. Lipocalin 2: a potential therapeutic target for breast cancer metastasis. Oncol Targets Ther. 2018;11:8099–106.
Mishra J, Ma Q, Prada A, Mitsnefes M, Zahedi K, Yang J, Barasch J, Devarajan P. Identification of neutrophil gelatinase-associated lipocalin as a novel early urinary biomarker for ischemic renal injury. J Am Soc Nephrol. 2003;14:2534–43.
Zhang J, Han J, Liu J, Liang B, Wang X, Wang C. Clinical significance of novel biomarker NGAL in early diagnosis of acute renal injury. Exp Ther Med. 2017;14:5017–21.
Zhuo ZJ, Yu YY, Wang ML, Li J, Zhang ZK, Liu J, Wu XH, Lu AP, Zhang G, Zhang BT. Recent advances in SELEX technology and aptamer applications in biomedicine. Int J Mol Sci. 2017;18:2142.
Shamah SM, Healy JM, Cload ST. Complex target SELEX. Acc Chem Res. 2008;41:130–8.
Lee KA, Ahn JY, Lee SH, Singh Sekhon S, Kim DG, Min J, Kim YH. Aptamer-based sandwich assay and its clinical outlooks for detecting lipocalin-2 in hepatocellular carcinoma (HCC). Sci Rep. 2015;5:10897.
Vaidya VS, Ozer JS, Dieterle F, Collings FB, Ramirez V, Troth S, Muniappa N, Thudium D, Gerhold D, Holder DJ, et al. Kidney injury molecule-1 outperforms traditional biomarkers of kidney injury in preclinical biomarker qualification studies. Nat Biotechnol. 2010;28:478–85.
Liang XL, Liu SX, Chen YH, Yan LJ, Li H, Xuan HJ, Liang YZ, Shi W. Combination of urinary kidney injury molecule-1 and interleukin-18 as early biomarker for the diagnosis and progressive assessment of acute kidney injury following cardiopulmonary bypass surgery: a prospective nested case-control study. Biomarkers. 2010;15:332–9.
Parikh CR, Mishra J, Thiessen-Philbrook H, Dursun B, Ma Q, Kelly C, Dent C, Devarajan P, Edelstein CL. Urinary IL-18 is an early predictive biomarker of acute kidney injury after cardiac surgery. Kidney Int. 2006;70:199–203.
Zhang Z, Lu B, Sheng X, Jin N. Cystatin C in prediction of acute kidney injury: a systemic review and meta-analysis. Am J Kidney Dis. 2011;58:356–65.
Obata Y, Kamijo-Ikemori A, Ichikawa D, Sugaya T, Kimura K, Shibagaki Y, Tateda T. Clinical usefulness of urinary liver-type fatty-acid-binding protein as a perioperative marker of acute kidney injury in patients undergoing endovascular or open-abdominal aortic aneurysm repair. J Anesth. 2016;30:89–99.
Jiang C, Qi C, Sun K, Xia L, Xue W, Huang Y. Diagnostic value of N-acetyl-beta-d-glucosaminidase for the early prediction of acute kidney injury after percutaneous nephrolithotripsy. Exp Ther Med. 2013;5:197–200.
Kai K, Yamaguchi T, Yoshimatsu Y, Kinoshita J, Teranishi M, Takasaki W. Neutrophil gelatinase-associated lipocalin, a sensitive urinary biomarker of acute kidney injury in dogs receiving gentamicin. J Toxicol Sci. 2013;38:269–77.
Bennett M, Dent CL, Ma Q, Dastrala S, Grenier F, Workman R, Syed H, Ali S, Barasch J, Devarajan P. Urine NGAL predicts severity of acute kidney injury after cardiac surgery: a prospective study. Clin J Am Soc Nephrol. 2008;3:665–73.
Han WK, Bailly V, Abichandani R, Thadhani R, Bonventre JV. Kidney Injury Molecule-1 (KIM-1): a novel biomarker for human renal proximal tubule injury. Kidney Int. 2002;62:237–44.
Liu S, Che M, Xue S, Xie B, Zhu M, Lu R, Zhang W, Qian J, Yan Y. Urinary L-FABP and its combination with urinary NGAL in early diagnosis of acute kidney injury after cardiac surgery in adult patients. Biomarkers. 2013;18:95–101.
Seibert FS, Pagonas N, Arndt R, Heller F, Dragun D, Persson P, Schmidt-Ott K, Zidek W, Westhoff TH. Calprotectin and neutrophil gelatinase-associated lipocalin in the differentiation of pre-renal and intrinsic acute kidney injury. Acta Physiol (Oxf). 2013;207:700–8.
Moon SJ, Park HB, Yoon SY, Lee SC. Urinary biomarkers for early detection of recovery in patients with acute kidney injury. J Korean Med Sci. 2013;28:1181–6.
Merrikhi A, Gheissari A, Mousazadeh H. Urine and serum neutrophil gelatinase-associated lipocalin cut-off point for the prediction of acute kidney injury. Adv Biomed Res. 2014;3:66.
Iguchi N, Uchiyama A, Ueta K, Sawa Y, Fujino Y. Neutrophil gelatinase-associated lipocalin and liver-type fatty acid-binding protein as biomarkers for acute kidney injury after organ transplantation. J Anesth. 2015;29:249–55.
Sun H, Zu Y. A highlight of recent advances in aptamer technology and its application. Molecules. 2015;20:11959–80.
Liu K, Lin B, Lan X. Aptamers: a promising tool for cancer imaging, diagnosis, and therapy. J Cell Biochem. 2013;114:250–5.
Liu Z, Duan JH, Song YM, Ma J, Wang FD, Lu X, Yang XD. Novel HER2 aptamer selectively delivers cytotoxic drug to HER2-positive breast cancer cells in vitro. J Transl Med. 2012;10:148.
Zhuo Z, Yu Y, Wang M, Li J, Zhang Z, Liu J, Wu X, Lu A, Zhang G, Zhang B. Recent advances in SELEX technology and aptamer applications in biomedicine. Int J Mol Sci. 2017;18:E2142.
Stelmach-Goldys A, Czarkowska-Paczek B, Wyczalkowska-Tomasik A, Paczek L. Serum cystatin C and serum and urine NGAL in the kidney function assessment of patients with MGUS. Eur J Haematol. 2015;94:162–8.
Maiwall R, Kumar G, Bharadwaj A, Jamwal K, Bhadoria AS, Jain P, Sarin SK. AKI persistence at 48 h predicts mortality in patients with acute on chronic liver failure. Hepatol Int. 2017;11:529–39.
Hu Y, Liu H, Du L, Wan J, Li X. Serum cystatin C predicts AKI and the prognosis of patients in coronary care unit: a prospective observational study. Kidney Blood Press Res. 2017;42:961–73.
Khawaja S, Jafri L, Siddiqui I, Hashmi M, Ghani F. The utility of neutrophil gelatinase-associated Lipocalin (NGAL) as a marker of acute kidney injury (AKI) in critically ill patients. Biomark Res. 2019;7:4.
Treeprasertsuk S, Wongkarnjana A, Jaruvongvanich V, Sallapant S, Tiranathanagul K, Komolmit P, Tangkijvanich P. Urine neutrophil gelatinase-associated lipocalin: a diagnostic and prognostic marker for acute kidney injury (AKI) in hospitalized cirrhotic patients with AKI-prone conditions. BMC Gastroenterol. 2015;15:140.
We thanks other members of institute for laboratory medicine in Fuzhou General Hospital for critically reading the manuscript and helpful discussion.
This work was supported by Grant of Fuzhou General Hospital (Nos. 2014CXTD03 and 2016Q03), the Program for the Top Young Innovative Talents of Fujian Province (No. 2016RCLKC), and the National Natural Science Foundation of China (No. 81771547).
Ethics approval and consent to participate
We confirmed that all the protocols on human tissue examination and animal experiments were approved by the Medical Ethics Committee of 900 Hospital of the Joint Logistics Team.
The authors declare that they have no competing interests.
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
About this article
Cite this article
Hong, X., Yan, H., Xie, F. et al. Development of a novel ssDNA aptamer targeting neutrophil gelatinase-associated lipocalin and its application in clinical trials. J Transl Med 17, 204 (2019). https://doi.org/10.1186/s12967-019-1955-7