A novel signal-on fluorescent aptasensor for ochratoxin A detection based on RecJf exonuclease-induced signal amplification

This article describes a simple and homogeneous fluorescent aptasensor for the detection of ochratoxin A (OTA). With its high specificity and simplicity; RecJ_f exonuclease is used to cleave DNA strand of the FAM-aptamer/OTA complex and realize target recycling signal amplification. In order to avoid the loss of reaction system, magnetic beads (MBs) are added only once at the last experimental step. This proposed fluorescent aptasensor showed the higher sensitivity in the range of 0.1–100 ng/mL with LOD of 0.056 ng/mL, and the good selectivity against other interfering toxins. The feasibility of the prepared aptasensor was studied by detecting OTA in spiked liquor and cereal samples. The obtained average recoveries ranged from 92% to 115%. This study provides a promising application with convenience and rapidness in the aptasensor fabrication for food safety analysis.     

Aptamer-Based Fluorescent Determination of Salmonella paratyphi A Using Phi29-DNA Polymerase-Assisted Cyclic Amplification

A rapid and ultrasensitive fluorescence aptasensor was developed for the detection of Salmonella paratyphi A based on aptamer and Phi29-DNA polymerase-assisted cyclic signal amplification. The method employed a designed arched probe, consisting of an aptamer and a primer, with a designed hairpin probe. The quenching groups and fluorescent groups were modified at the 3′ and 5′ ends of the hairpin probe, respectively. In the absence of the target, the primer was not released and the hairpin probe was not opened to produce fluorescence. The addition of target led to the release of the primer, which hybridized with the hairpin probe and triggered the chain-displacement polymerase reaction and produced a high fluorescence intensity. Under the optimized conditions, the linear range of this aptasensor was from 10² CFU·mL^?1 to 10⁸ CFU·mL^?1 with a detection limit of 10² CFU·mL^?1. Compared with other reported fluorescence detection methods, this approach has two advantages. First, this fluorescence aptasensor does not require nanomaterials as the quencher, which reduces the cost and saves time. Second, the chain-displacement polymerase reaction was used in this fluorescence aptasensor to amplify the signals, which further enhanced the sensitivity and lowered the detection limit. As this method was suitable for the detection of Salmonella paratyphi A in milk samples and potentially other bacteria, environmental monitoring and related food safety analysis should also be possible by this approach.     

A novel aptasensor strategy for protein detection based on G-quadruplex and exonuclease III-aided recycling amplification

The detection of biomarkers is of great significance in the diagnosis of numerous diseases,especially cancer.Herein,we developed a sensitive and universal fluorescent aptasensor strategy based on magnetic beads,DNA G-quadruplex,and exonuclease Ⅲ(Exo Ⅲ).In the presence of a target protein,a label-free single strand DNA(ssDNA)hybridized with the aptamer was released as a trigger DNA due to specific recognition between the aptamer and target.Subsequently,ssDNA initiates the ExoⅢ-aided recycling to amplify the fluorescence signal,which was caused by N-methylmesoporphyrin IX(NMM)insertion into the G-quadruplex structure.This proposed strategy combines the excellent specificity between the aptamer and target,high sensitivity of the fluorescence signal by G-quadruplex and ExoⅢ-aided recycling amplification.We selected(50-1200 nmol/L)MUC1,a common tumor biomarker,as the proof-of-concept target to test the specificity of our aptasenso r.Results reveal that the sensor sensitively and selectively detected the target protein with limits of detection(LODs)of 3.68 and 12.83 nmol/L in buffer solution and 10%serum system,respectively.The strategy can be easily applied to other targets by simply substituting corresponding aptamers and has great potential in the diagnosis and monitoring of several diseases.     

A novel fluorescent aptasensor based on silica nanoparticles,PicoGreen and exonuclease III as a signal amplification method for ultrasensitive detection of myoglobin

Measurement of myoglobin (Mb) in human blood serum is of great interest for quick diagnosis of acute myocardial infarction (AMI). In this study, a novel fluorescent aptasensor was designed for ultrasensitive and selective detection of Mb, based on target-induced high fluorescence intensity, complementary strand of aptamer (CS), PicoGreen (PG) dye, exonuclease III (Exo III) and silica nanoparticles coated with streptavidin (SNPs-Streptavidin). The developed aptasensor obtains characteristics of SNPs as enhancers of fluorescence intensity, Exo III as an enzyme which selectively digests the 3'-end of double-stranded DNA (dsDNA), PG as a fluorescent dye which could selectively bind to dsDNA and high selectivity and sensitivity of aptamer (Apt) toward its target. In the absence of Mb, no free CS remains in the environment of SNPs-Streptavidin, resulting in a weak fluorescence emission. In the present of Mb, dsDNA-modified SNPs-Streptavidin complex forms, leading to a very strong fluorescence emission. The developed fluorescent aptasensor exhibited high specificity toward Mb with a limit of detection (LOD) as low as 52 pM. In addition, the designed fluorescent aptasensor was efficiently used to detect Mb in human serum.     

Double Magnetic Separation-assisted Fluorescence Method for Sensitive Detection of Ochratoxin A

A double magnetic separation-assisted fluorescence method was developed to rapidly detect ochratoxin A(OTA). The OTA aptamer functionalized magnetic nanomaterial(Fe3O4-Aptanier) and complementary DNA conjugated nitrogen-doped graphene quantum dots(NGQDs-cDNA) were used in this assay. Aptamer could hybridize with cDNA, which induced tlie NGQDs-cDNA to bind onto Fe3O4-Aptamer, and resulted in the fluorescence quenching of NGQDs. After the addition of OTA, the NGQDs-cDNA could release into the solution, and resulted in the recovery of fluorescence signal of NGQDs consequently. By utilizing the magnetic separation, the unbonded NGQDs-cDNA and residual Fe3O4-Aptamer were removed, which significantly increased the fluorescence signal intensity. OTA could be detected in the linear range of 10 nmol/L to 2000 nmol/L, with a limit of detection as 0.66 mnol/L. The advantages of this method include simple operation, good selectivity and high sensitivity, and this method can be used for the rapid detection of ochratoxin A in wheat and com.     

基于铂纳米颗粒@金属有机骨架纳米模拟酶的无标记电化学赭曲霉毒素适体传感器的构建

以具有类过氧化物酶性质的Pt NPs@Mn-MOF纳米复合材料作为电极基底, 采用丝网印刷电极构建了一种无标记型电化学适体传感器, 用于赭曲霉毒素(OTA)的检测. 利用Pt NPs@Mn-MOF的模拟酶特性, 将其作为电极基底用于捕获OTA适体链, 同时催化H₂O₂还原产生电流响应信号. OTA的引入会减少纳米酶的催化活性位点, 从而导致电流信号降低. 在0.01~300 ng/mL范围内, 随着OTA浓度的增加, 电流响应值逐渐降低; 采用计时电流法检测电流响应信号, 从而间接实现了对OTA的定量检测. 此外, 该生物传感器通过U盘式小型工作站进行检测, 不仅可与电脑连接进行检测, 还可与手机连接进而实现实时检测, 并且其检测灵敏度高、 重现性好, 检出限低至3.33 pg/mL(S/N=3). 该传感器可用于真实玉米样品中OTA的检测, 在真菌毒素现场检测中展现出潜在的应用价值.     

Ultrasensitive electrochemiluminescent aptasensor for ochratoxin A detection with the loop-mediated isothermal amplification

In this study, we for the first time presented an efficient, accurate, rapid, simple and ultrasensitive detection system for small molecule ochratoxin A (OTA) by using the integration of loop-mediated isothermal amplification (LAMP) technique and subsequently direct readout of LAMP amplicons with a signal-on electrochemiluminescent (ECL) system. Firstly, the dsDNA composed by OTA aptamer and its capture DNA were immobilized on the electrode. After the target recognition, the OTA aptamer bond with target OTA and subsequently left off the electrode, which effectively decreased the immobilization amount of OTA aptamer on electrode. Then, the remaining OTA aptamers on the electrode served as inner primer to initiate the LAMP reaction. Interestingly, the LAMP amplification was detected by monitoring the intercalation of DNA-binding Ru(phen)₃²⁺ ECL indictors into newly formed amplicons with a set of integrated electrodes. The ECL indictor Ru(phen)₃²⁺ binding to amplicons caused the reduction of the ECL intensity due to the slow diffusion of Ru(phen)₃²⁺–amplicons complex to the electrode surface. Therefore, the presence of more OTA was expected to lead to the release of more OTA aptamer, which meant less OTA aptamer remained on electrode for producing LAMP amplicons, resulting in less Ru(phen)₃²⁺ interlaced into the formed amplicons within a fixed Ru(phen)₃²⁺ amount with an obviously increased ECL signal input. As a result, a detection limit as low as 10 fM for OTA was achieved. The aptasensor also has good reproducibility and stability.     

Fluorescent sensing ochratoxin A with single fluorophore-labeled aptamer

We explored a fluorescent strategy for sensing ochratoxin A (OTA) by using a single fluorophore-labeled aptamer for detection of OTA. This method relied on the change of the fluorescence intensity of the labeled dye induced by the specific binding of the fluorescent aptamer to OTA. Different fluorescein labeling sites of aptamers were screened, including the internal thymine bases, 3′-end, and 5′-end of the aptamer, and the effect of the labeling on the aptamer affinity was investigated. Some fluorophore-labeled aptamers showed a signal-on or signal-off response. With the fluorescent aptamer switch, simple, rapid, and selective sensing of OTA at nanomolar concentrations was achieved. OTA spiked in diluted red wine could be detected, showing the feasibility of the fluorescent aptamer for a complex matrix. This method shows potential for designing aptamer sensors for other targets.

Electrochemical aptasensor for the determination of bisphenol A in drinking water

We present an electrochemical aptasensor for rapid and ultrasensitive determination of the additive bisphenol A (BPA) and for screening drinking water for the presence of BPA. A specific aptamer against BPA and its complementary DNA probe were immobilized on the surface of a gold electrode via self-assembly and hybridization, respectively. The detection of BPA is mainly based on the competitive recognition of BPA by the immobilized aptamer on the surface of the electrode. The electrochemical aptasensor enables BPA to be detected in drinking water with a limit of detection as low as 0.284 pg?mL^?1 in less than 30 min. This extraordinary sensitivity makes the method a most powerful tool for on-site monitoring of water quality and food safety.

Label-Free Fluorescent Aptasensor Based on a Graphene Oxide Self-Assembled Probe for the Determination of Adenosine Triphosphate

A sensitive and selective fluorescent aptasensor for adenosine triphosphate (ATP) was fabricated, composed of unbound SYBR Green I, graphene oxide, and a label-free detection probe. When ATP and complementary DNA of a signal probe were introduced, π-stacking interactions repelled the probe from the graphene oxide and formed a DNA-SYBR Green I duplex structure, triggering an increase in the fluorescence. ATP was determined over a linear range of 10 to 700 nM with a detection limit of 1 nM. The method displayed good selectivity, and is currently the most sensitive ATP fluorescence method. Furthermore, prominent fluorescence signals were also obtained in cellular assays. Consequently, the biosensor may have significant applications in protein, pathogenic microorganisms, and small molecule detection.     

Ultrasensitive one-step rapid detection of ochratoxin A by the folding-based electrochemical aptasensor

A one-step electrochemical aptasensor using the thiol- and methylene blue- (MB-) dual-labeled aptamer modified gold electrode for determination of ochratoxin A (OTA) was presented in this research. The aptamer against OTA was covalently immobilized on the surface of the electrode by the self-assembly effect and used as recognition probes for OTA detection by the binding induced folding of the aptamer. Under the optimal conditions, the developed electrochemical aptasensor demonstrated a wide linear range from 0.1 pg mL⁻¹ to 1000 pg mL⁻¹ with the limit of detection (LOD) of 0.095 pg mL⁻¹, which was an extraordinary sensitivity compared with other common methods for OTA detection. Moreover, as a practical application, this proposed electrochemical aptasensor was used to monitor the OTA level in red wine samples without any special pretreatment and with satisfactory results obtained. Study results showed that this electrochemical aptasensor could be a potential useful platform for on-site OTA measurement in real complex samples.     

Single-walled carbon nanotubes based quenching of free FAM-aptamer for selective determination of ochratoxin A

Ochratoxin A, a toxin produced by Aspergillus ochraceus and Penicillium verrucosum, is one of the most abundant food-contaminating mycotoxins in the world. It has been classified by the International Agency for Research on Cancer (IARC) as a possible human carcinogen. In this paper, a sensitive and selective fluorescent aptasensor for ochratoxin A (OTA) detection was constructed, utilizing single-walled carbon nanotubes (SWNTs) as quencher which can quench the fluorescence of free unfolded toxin-specific aptamer attached with FAM (carboxyfluorescein). Without any coating materials as compared to graphene-oxide based sensor, we obtained the detection limit of our sensing platform based on SWNTs to be 24.1 nM with a linear detection range from 25 nM to 200 nM. This technique responded specifically to OTA without interference from other analogues (N-acetyl-l-phenylalanine, warfarin and OTB). It has also been verified for real sample application by testing 1% beer containing buffer solution spiked with a series of concentration of OTA.     

基于硫代黄素T诱导G-四联体构成的生物传感器检测铅离子

硫代黄素T(ThT)荧光分子在自由状态下荧光强度很弱, 通过在Tris-HCl缓冲液中加入Pb²⁺的适配体即富含G的DNA序列, 可与ThT荧光分子形成G-四联体结构, 使荧光信号迅速增强; 向溶液中加入Pb²⁺, Pb²⁺与其适配体有很好的结合特异性, 可生成更牢固的G-四联体结构, 使ThT分子被释放出来, 导致溶液的荧光强度降低, 基于此可检测溶液中的Pb²⁺离子. 实验中优化了缓冲溶液组成、 ThT荧光分子浓度、 Pb²⁺适配体浓度及反应时间等条件. 结果表明, 在10 mmol/L Tris-HCl(pH=8.3, 含2 mmol/L MgCl₂)缓冲溶液中, ThT荧光分子和Pb²⁺适配体的浓度分别为10 μmol/L和200 nmol/L, 反应10 min时, 随着溶液中Pb ²⁺浓度的增加, 荧光强度减弱. Pb²⁺浓度在20~1000 nmol/L范围内时, 荧光强度与Pb²⁺的浓度呈现良好的线性关系(R²=0.9941), 检出限为1 nmol/L. 实际水样测试结果表明, 该方法的回收率在98.8%~101.3%之间. 该传感器灵敏、 快速、 无需化学修饰荧光分子且成本低.     

A highly sensitive fluorescence resonance energy transfer aptasensor for staphylococcal enterotoxin B detection based on exonuclease-catalyzed target recycling strategy

An ultrasensitive fluorescence resonance energy transfer (FRET) bioassay was developed to detect staphylococcal enterotoxin B (SEB), a low molecular exotoxin, using an aptamer-affinity method coupled with upconversion nanoparticles (UCNPs)-sensing, and the fluorescence intensity was prominently enhanced using an exonuclease-catalyzed target recycling strategy. To construct this aptasensor, both fluorescence donor probes (complementary DNA₁–UCNPs) and fluorescence quencher probes (complementary DNA₂–Black Hole Quencher₃ (BHQ₃)) were hybridized to an SEB aptamer, and double-strand oligonucleotides were fabricated, which quenched the fluorescence of the UCNPs via FRET. The formation of an aptamer–SEB complex in the presence of the SEB analyte resulted in not only the dissociation of aptamer from the double-strand DNA but also both the disruption of the FRET system and the restoration of the UCNPs fluorescence. In addition, the SEB was liberated from the aptamer–SEB complex using exonuclease I, an exonuclease specific to single-stranded DNA, for analyte recycling by selectively digesting a particular DNA (SEB aptamer). Based on this exonuclease-catalyzed target recycling strategy, an amplified fluorescence intensity could be produced using different SEB concentrations. Using optimized experimental conditions produced an ultrasensitive aptasensor for the detection of SEB, with a wide linear range of 0.001–1 ng mL⁻¹ and a lower detection limit (LOD) of 0.3 pg mL⁻¹ SEB (at 3σ). The fabricated aptasensor was used to measure SEB in a real milk samples and validated using the ELISA method. Furthermore, a novel aptasensor FRET assay was established for the first time using 30 mol% Mn²⁺ ions doped NaYF₄:Yb/Er (20/2 mol%) UCNPs as the donor probes, which suggests that UCNPs are superior fluorescence labeling materials for food safety analysis.     

A label free aptasensor for Ochratoxin A detection in cocoa beans: An application to chocolate industries

Contamination of food by mycotoxin occurs in minute/trace quantities. Nearly 92.5% of the cocoa samples present Ochratoxin A (OTA) levels at trace quantity. Hence, there is a necessity for a highly sensitive and selective device that can detect and quantify these organic toxins in various matrices such as cocoa beans. This work reports for the first time, a facile and label-free electrochemical impedimetric aptasensor for rapid detection and quantitation of OTA in cocoa beans. The developed aptasensor was constructed based on the diazonium-coupling reaction mechanism for the immobilization of anti-OTA-aptamer on screen printed carbon electrodes (SPCEs). The aptasensor exhibited a very good limit of detection (LOD) as low as 0.15 ng/mL, with added advantages of good selectivity and reproducibility. The increase in electron transfer resistance was linearly proportional to the OTA concentration in the range 0.15–2.5 ng/mL, with an acceptable recovery percentage (91–95%, RSD = 4.8%) obtained in cocoa samples. This work can facilitate a general model for the detection of OTA in cocoa beans based on the impedimetric aptasensor. The analysis can be performed onsite with pre-constructed and aptamer modified electrodes employing a portable EIS set up.     

Dual recognition strategy for ultra-sensitive fluorescent detection of Hg2+ at femto-molar level based on aptamer functionalized sulfur quantum dots

In the present study, a dual recognition strategy for ultrasensitive detection of Hg²⁺ was successfully developed for the first time based on aptamer functionalized sulfur quantum dots (Apt-SQDs). The developed Apt-SQDs not only retained the good fluorescence properties of quantum dots but also overcame the problem of poor selectivity of SQDs for heavy metal ions. This system used the dual recognition strategy, including the combination of S_x^2? and Hg²⁺ and T-Hg²⁺-T structures to excellently identify and capture Hg²⁺, and an ultrahigh sensitivity fluorescent aptasensor was fabricated. The fluorescent aptasensor had a good response to Hg²⁺ at concentrations ranging of 10^?15 to 10^?7 M with an ultralow limit of detection of 0.3 fM, and the response to other metal ions was far less than that to Hg²⁺. It was successfully applied to detect Hg²⁺ in nearby environmental water samples (tap water, lake water and river water) with a good recovery rate. Moreover, portable test papers that would be useful for Hg²⁺ monitoring in environmental water were designed. The dual recognition strategy not only achieves ultrasensitive fluorescent detection of Hg²⁺ but also provides a new insight into the further expansion of the application of SQDs.     

基于链置换循环无标记检测端粒酶RNA的荧光法

以氧化石墨烯(GO)作为DNA载体和荧光猝灭剂, SYBR Green Ⅰ(SGⅠ)为荧光信号探针, 发夹核酸探针为分子识别探针, 基于目标物启动的发夹核酸探针链置换循环反应, 建立了一种利用荧光共振能量转移和链置换循环放大技术检测端粒酶RNA(hTR)的荧光新方法. 发夹核酸探针hpDNA1和hpDNA2吸附在GO表面, 嵌插在发夹DNA探针茎部的SGⅠ的荧光信号被GO猝灭. 当人工合成的目标物(T1)存在时, T1与hpDNA1杂交打开hpDNA1的茎-环结构而引发hpDNA2与T1之间的链置换循环反应, 由此累积产生大量的hpDNA1/hpDNA2杂交双链. 刚性的双链DNA脱离GO表面, 导致所嵌插的SGⅠ产生较强的荧光信号. 基于荧光信号的变化, 可定量检测0.2~50 nmol/L的T1, 检出限为90 pmol/L. 该方法为端粒酶RNA检测提供了一种高灵敏、 高特异性且无需标记的荧光新途径.     

A signal amplification by QDs used for ferrocene-labeled sandwich aptasensor for determination of Hg2+ in water samples

In this paper, the design of a novel sandwich-type electrochemical aptasensor was reported for an ultrasensitive mercury ion (Hg²⁺) detection in water samples, which labeled with two-labeled aptamer (Apt) sequences. The used Apts were Apt1 and Apt2 as the capture and signal probe, respectively. The Apt1 probe was immobilized on the poly(4-aminobenzoic acid) (p-ABA) and quantum dots (QDs) film as the platform, as well as the Apt2 reporter was labeled with ferrocene. In the presence of Hg²⁺, the strong coordination complex has been formed between the specific thymine of the Apt1, Hg²⁺, as well as the thymine of the Apt as T–Hg²⁺–T adduct. The QDs and p-ABA were applied for increasing the conductivity of platform and suitable binding of the recognition elements. Under the optimized conditions, the constructed aptasensor illustrated either a wide linear relationship between the logarithm of Hg²⁺ concentration and current, from 0.05 to 100 nM and also an excellent low limit of detection of 0.01 nM. The quality of carefully choosing, an excellent stability and specificity sensitivity of the designed aptasensor, was investigated by spiked tap water samples as real sample. Moreover, the aptasensor exhibits the good reproducibility as well as has high selectivity for the other cations. The recoveries of the Hg²⁺ assay of the tap water samples were acquired satisfactorily which imply the generated aptasensor can use Hg²⁺ measurement in the real laboratories.

     

A simple non-enzymatic strategy for adenosine triphosphate electrochemical aptasensor using silver nanoparticle-decorated graphene oxide

In this work, a sensitive electrochemical aptasensor for the detection of adenosine triphosphate (ATP) has been introduced. A simple and non-enzymatic signal amplification strategy is utilized using silver nanoparticle-decorated graphene oxide (AgNPs–GO) as a redox probe. The modified electrode surface was characterized by scanning electron microscopy, FTIR and UV–Vis spectroscopy, and electrochemical impedance spectroscopy. GO provides an excellent substrate for the presence of the large number of AgNPs, so the monitored oxidation signal of AgNPs has been amplified. ATP-specific DNA aptamer is split into two fragments (F₁ & F₂) in order to design a sandwich-type assay. For the construction of the sensor, the surface of a graphite screen-printed electrode is modified with electrodeposited gold nanoparticles followed by self-assembling a monolayer of 3-mercaptopropionic acid on the electrode surface. The first amino-labeled fragment, F₁, is immobilized on the modified electrode via carbodiimide chemistry. The synthesized AgNPs–GO interacts with F₁ via \(\pi{-}\pi\) stacking. In the presence of ATP, the second fragment of the aptamer, F₂, forms an associated complex with the immobilized F₁ and causes AgNPs–GO to leave the surface. Consequently, a remarkable decrease in the oxidation signal of the AgNPs is observed. The percentage of this decrease has been monitored as an analytical signal, which is proportional to ATP concentration, and delivers a linear response over the range of 10.0 (±0.6) to 850 (±5) nM with a detection limit of 5.0 (±0.2) nM.     

A novel electrochemiluminescence aptasensor for protein based on a sensitive N-(aminobutyl)-N-ethylisoluminol-functionalized gold nanoprobe

A novel electrochemiluminescence (ECL) aptasensor for platelet-derived growth factor B chain (PDGF-BB) assay was developed by assembling N-(aminobutyl)-N-ethylisoluminol functionalized gold nanoparticles (ABEI-AuNPs) with aptamers as nanoprobes. In the protocol, the biotinylated aptamer capture probes were first immobilized on a streptavidin coated gold nanoparticle (AuNPs) modified electrode, afterwards, the target PDGF-BB and the ABEI-AuNPs tagged aptamer signal probe were successively attached to the modified electrode by virtue of the dimer structure of PDGF-BB to fabricate a "sandwich" conjugate modified electrode, i.e. an aptasensor. ECL measurement was carried out with a double-step potential in carbonate buffer solution containing H(2)O(2). The aptasensor showed high sensitivity and selectivity toward PDGF-BB and specificity toward PDGF-BB aptamer. The detection limit was as low as 2.7 × 10(-14) M. In this work, the ABEI-AuNPs synthesized by a simple seed growth method have been successfully used as aptamer labels, which greatly amplified the ECL signal by binding numbers of ABEI molecules on the surface of AuNPs. The ABEI-AuNPs signal amplification is superior to other reported signal amplification strategies based on aptamer-related polymerase chain reaction or functionalized nanoparticles in simplicity, stability, labeling property and practical applicability. And the ABEI-AuNPs based nanoprobe is more sensitive than the luminol functionalized AuNPs based nanoprobe. Moreover, such an ultra-sensitive and low-cost assay can be accomplished with a simple and fast procedure by using a simple ECL instrumentation. The aptasensor was also applied for the detection of PDGF-BB in human serum samples, showing great application potential. Given these advantages, the ECL aptasensor is well suited for the direct, sensitive and rapid detection of protein in complex clinical samples.