Source: MOTE MARINE LABORATORY submitted to NRP
AN IN-SITU BIOSENSOR FOR RAPID SEX DETERMINATION: A CRITICAL TOOL FOR ECONOMIC GROWTH AND PROFITABILITY OF STURGEON CAVIAR PRODUCTION
Sponsoring Institution
National Institute of Food and Agriculture
Project Status
ACTIVE
Funding Source
Reporting Frequency
Annual
Accession No.
1030763
Grant No.
2023-70007-40205
Cumulative Award Amt.
$300,000.00
Proposal No.
2022-06014
Multistate No.
(N/A)
Project Start Date
Jul 1, 2023
Project End Date
Jun 30, 2026
Grant Year
2023
Program Code
[AQUA]- Aquaculture Research
Recipient Organization
MOTE MARINE LABORATORY
1600 KEN THOMPSON PARKWAY
SARASOTA,FL 34236
Performing Department
(N/A)
Non Technical Summary
Sturgeon caviar is the most expensive aquaculture product in the world. About 25% of adult female sturgeon's weight is from eggs at harvest. A large species may produce 22kg of caviar with a value of between $70k-$175k, suggesting that relatively small farms can be highly successful. So why is caviar production not a more significant part of the American aquaculture economy? Each year, the amount of caviar produced in the US fails to meet the total consumer demand; thus, our economy is a net importer of caviar. US sturgeon aquaculture suffers from inefficiencies across the value chain. There are many opportunities for value chain R&D to have a tremendous impact on growing the American caviar industry resulting in significant profit yields. The barrier to farmers getting involved in this highly profitable fishery, where demand exceeds supply, is the long-term investment needed before sturgeon on the farm mature enough to be profitable. Females take a decade or more to reach sexual maturity and produce valuable eggs. However, juvenile sturgeon can take 5-6 years to be sexually differentiable. So, producers pay to feed and house the non-productive males, 50% of each cohort, for 5-6 years without any financial reward. Who would invest in such a venture or trust someone with their passions and promises to turn profits?1 The earlier the males can be removed from the production process, the greater the profits for this industry. Urgently needed by this artisan fishery is a rapid sex identification tool, resulting in doubling caviar capacity, dramatically improving production efficiencies, increasing profitability, and stimulating growth. When the start-up costs can be drastically reduced because the rearing population will comprise only valuable females, the door will open for new entrepreneurs to venture into the caviar production market. A field-based sex determination biosensor for sturgeon aquaculture, with potential applications for other commercial fish farms and sturgeon conservation research, can be a game-changer.
Animal Health Component
50%
Research Effort Categories
Basic
(N/A)
Applied
50%
Developmental
50%
Classification

Knowledge Area (KA)Subject of Investigation (SOI)Field of Science (FOS)Percent
60108101040100%
Goals / Objectives
1. Generate nucleic acid aptamers (chemical antibodies) to create an in-situ biosensor prototype for real-time detection and quantification of Sex identfication markerlevels.2. Validate the biosensor's efficacy utilizing MML's considerable archive of sturgeon serum and white and Russian sturgeon serum collected from farms in California and North Carolina and hatchery-sourced Atlantic sturgeon by establishing concentration gradients and threshold levels for male and female determination in each sturgeon species.3. In collaboration with sturgeon farms, optimize in-situ testing procedures for the SIM biosensor prototype, evaluating ease of use and economic feasibility.
Project Methods
Activity 1. Creation of a rigorously tested biosensor prototype for early sex determination of sturgeon. For a biosensor to be an effective tool for aquaculture, it should have real-time detection with high specificity in a very complex medium (i.e., whole blood), well-characterized binding properties, high stability, and the potential for low-cost, large-scale production. One such technology that exhibits all the above qualities is aptamers. Aptamers, single-stranded DNA or RNA, are target-recognition elements with high affinity and specificity against small molecules, protein biomarkers, cells, and tissues. Aptamers have been successfully used as an alternative platform to antibodies for diagnostic, therapeutic, and bio-industrial applications, proving their utility as the recognition element in a biosensor. DNA aptamers will be screened in vitro to bind to the MML discovered SIM. To identify DNA aptamers that will bind to the target SIM across several commercially important sturgeon species, we propose the strategic use of multiple SIM targets from various sturgeon species simultaneously in a multiplex Systematic Evolution of Ligands by EXponential enrichment (SELEX), increasing the chances of discovering aptamers with high selectivity and sturgeon species cross-reactivity. Selection will increase stringency until it has been determined that the library is sufficiently enriched with DNA binders to the SIM targets. Approximately 10-20 candidate aptamers will be synthesized and screened for the binding affinity for the SIM targets. The top candidates will be used to generate SIM biosensor prototypes for evaluation.Activity 2. Establish SIM testing strategies for minimal invasiveness while maintaining the accuracy of the test. MML scientists will travel to Marshallberg Farm, NC, Sterling Caviar, CA, farms, and the Patuxent Naval Base, Chesapeake Bay, where the Atlantic sturgeon are housed, testing the SIM biosensor prototype. Onsite testing methods will include evaluating the real-time blood sampling method, detection efficiency, and ease of use. As a more manageable, less invasive, and stressful blood collection method than caudal vein draws, blood will be collected using precut and heparinized glass microcapillary needles to collect blood from the gill. The blood will then be analyzed in real-time using the prototype device. Sampling and SIM detection will be repeated with multiple persons (farmer and personnel) under the supervision of an MML scientist to demonstrate the ease of use.Activity 3. Farmer collaboration for further evaluation of the accuracy of the biosensor to assess sex in several sturgeon species. In partnership with sturgeon farmers, further evaluation of the accuracy of the biosensor for sexing will be done. Since in-situ sex determination analysis will be done using blood, paired blood and serum samples will be collected from multiple cohorts per species for SIM analysis. Sample analyses will begin with the oldest to the youngest age classes until the SIM levels can no longer discriminate between sexes. These results will determine the minimum age that sex can be identified for each species. A subset of these sampled fish will be tagged for later gonadal histological validation of gender.Feasibility of methods and qualification of partners. MML currently has cloned sturgeon SIM recombinant proteins and several commercially available SIM recombinant proteins from different species as targets for developing the DNA aptamers. Once developed, validation testing of the DNA aptamer's SIM concentration data will be compared and correlated for linearity of responses to the data derived from the SIM antibody-based ELISA of the archived sturgeon serum samples MML has of White, Siberian, Russian, and Atlantic sturgeon. In addition to the SIM biosensor, an aptamer-based ELISA will be developed for continued validation of sex determination of farm-derived sturgeon samples. Sturgeon farm owners with years of experience in sturgeon rearing will provide the facilities and economic expertise to further evaluate the biosensor's feasibility as a tank-side sex-determining tool.

Progress 07/01/24 to 06/30/25

Outputs
Target Audience: Nothing Reported Changes/Problems:At the beginning of the project's second year, our team encountered unforeseen and severe challenges due to a series of back-to-back hurricanes--Debbie, Helene, and Milton--that struck Sarasota, Florida. These storms caused extensive damage to our research facilities, rendering the campus inaccessible for extended periods during each event. Approximately 50% of our main building remains uninhabitable, and many staff members are still displaced to other campuses, severely hampering our operational capacity. These disruptions have significantly impacted our ability to maintain the original project timeline, particularly for critical field testing components. Given the importance of this research and our strong commitment to completing the project objectives with scientific rigor, we respectfully requested an extension of 12 months to ensure that all project goals are met without compromising quality or impact. What opportunities for training and professional development has the project provided? Nothing Reported How have the results been disseminated to communities of interest? Nothing Reported What do you plan to do during the next reporting period to accomplish the goals?Further investigation can be conducted to improve the sensitivity of the sandwich lateral flow assay. However, the current lateral flow methods being investigated seem unlikely to reach the 100-300 pg/mL detection limits desired. We have improved other lateral flow assays by conjugating the target to ovalbumin before binding to a lateral flow membrane, yielding competitive assays with sensitivities in the desired range. This competitive method, or other methods, may need to be pursued with the identified effective antibodies.

Impacts
What was accomplished under these goals? In aquaculture enterprises, a non-lethal method for determining the gender of young sturgeon (i.e., three years or younger) would be highly beneficial. SIM, an atypical member of the biomarker-related protein family, is reported to be distinguishable in fish gender determination, where the maturing male sturgeon exhibit lower levels of SIM, while female sturgeon show higher concentration. SIM is constituted by dimeric units consisting of a two SIM subunits giving rise to SIM A and SIM B respectively. The intended method for determining the sexual characteristics of sturgeon fish involves collecting blood from the fish, optionally separating the serum, and measuring the concentration of SIM-A or SIM-B using a rapid test. The device comprises a target-specific capture antibody on a solid phase and a rapidly developing reporter antibody that can provide a colorimetric or other indication of SIM concentration within 15 minutes. Mote Marine Laboratory has developed three monoclonal antibodies (mAbs) targeting the SIM-A subunit, as well as three mAbs targeting the SIM-B subunit. Additionally, we have identified existing commercial antibodies targeting both SIM subunits. This brief report presents findings from a lateral flow assay, a representative rapid test method that verifies and compares the SIM detection efficiency of the mAbs, laying the groundwork for a rapid sandwich assay or other antibody-based SIM detection methods. Glucose Reader/Magnetic Beads Some promising results were previously achieved using thrombin as a model for magnetic bead/glucose reader detection; however, the sensitivity and assay time did not meet the desired criteria. This method remains a possibility for further development if an excellent SIM antibody is discovered and if a more economical SIM-A for conjugation can be sourced. For the moment, lateral flow assays are being used to investigate the mAb antibodies developed by MML alongside commercially available antibodies. Direct/Competitive Lateral Flow Assay The sandwich format is the typical configuration for lateral flow assays, where the intensity of the test line increases with the target concentration, providing a facile and intuitive test reading. However, the SIM-A and SIM-B mAbs developed by MML showed a significant amount of background in a sandwich format. We therefore initiated an investigation using a competitive assay that employed only the SIM-B subunit antibody, which would measure total SIM rather than SIM-A concentration alone. However, the SIM-B mAb [131-0047 (H3)] did not conjugate well to gold, necessitating the use of an indirect competitive format. This method detected down to 5 ng/mL, but the competition may perform better without the complexity and number of components required by an indirect assay. A covalent conjugation method was therefore attempted to attach the MML-developed SIM-B mAb H3 to gold in a more stable format than the previous passive conjugation. The conjugate was more stable, but did not yield positive spots when run with the spotted target, likely due to decreased antibody loading onto the gold through covalent attachment. To stabilize the conjugate without compromising antibody loading, filler molecules were added following the passive conjugation. However, this method was unsuccessful in minimizing instability without compromising the signal. Due to the drawbacks of the existing antibodies, commercially available SIM-B antibodies were investigated. A polyclonal (pAb) and an mAb from a commercial source were both passively conjugated to gold nanoparticles. However, the mAb did not yield a signal when run with spotted SIM in a lateral flow assay. The pAb did yield a good signal, but the conjugate was highly unstable, aggregating within a day of storage. Covalent conjugation was attempted to improve stability, but similarly to the MML-developed SIM-B antibodies, covalent attachment eliminated the lateral flow signal. We then considered reversing the arrangement of the competitive assay by conjugating the SIM subunit protein to gold and spotting the pAb on the lateral flow membrane. However, the SIM subunit's formulation was high in urea, making conjugation to gold impossible. Dialysis of the SIM subunit did not generate a renatured protein. The cost of the full SIM protein made it an economically unviable alternative for conjugation to gold. The team then considered further methods to stabilize the active but non-storable SIM-B pAb gold nanoparticle conjugate. The size of the nanoparticle used was decreased, and the resulting material was lyophilized, resulting in a stable, rehydratable detection conjugate. This pAb conjugate still yielded a strong signal when run with spotted SIM, but competition was only observed at very high sample concentrations (25 μg/mL). Decreasing the amount of SIM spotted improved the competitive assay's sensitivity to 2.5 μg/mL sample SIM, which is still much higher than the required sensitivity. Sandwich Lateral Flow Assay Given the success in developing a stable pAb conjugate and the ability of pAbs to bind a target at multiple epitopes, we attempted a homologous sandwich with the pAb, both conjugated to the gold and spotted on the lateral flow membrane. This method showed minimal background but also did not show a signal below 10 μg/mL sample SIM. It was hypothesized that the new SIM-B pAb conjugate might not exhibit cross-reactivity to the SIM-A mAbs, which were previously attempted in the sandwich assay. MML-developed SIM-A mAbs 131-0051 (H11), 131-0046 (H4), and 131-0045 (H7) were therefore spotted and run in a sandwich lateral flow with pAb conjugate. For all tested configurations, a significant amount of background signal was observed, and the signal did not appear to intensify with increasing sample SIM. The commercial SIM-A mAbs were then considered as further potential pairs to the SIM-B pAb. A commercial SIM-specific antibody was attempted to be spotted on the lateral flow membrane, as well as conjugated to gold, with the SIM-B pAb either conjugated to gold or spotted to the membrane to complete the sandwich. This antibody pairing proved promising. With the spotted Abexxa mAb and pAb conjugate configuration, the lateral flow system exhibited minimal background and was further capable of detecting concentrations as low as 10 ng/mL SIM.

Publications


    Progress 07/01/23 to 06/30/24

    Outputs
    Target Audience:Sturgeon caviar growers in the United States who are interested in determining early sex identification of their stocks. Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided? Nothing Reported How have the results been disseminated to communities of interest? Nothing Reported What do you plan to do during the next reporting period to accomplish the goals?Next Steps As observed in the previous assays, thrombin can be efficiently detected using the mAb immobilized MB and HRP-TMB based signal amplification system. The method can be further optimized and translated to detect Inhibin using the most effective detection mAb identified during the validation tests using lateral flow assays. This approach has the potential to be developed into a rapid field test using a portable absorbance reader.

    Impacts
    What was accomplished under these goals? In aquaculture enterprises, a non-lethal method for determining the gender of young sturgeon (e.g., three years or younger) would be highly beneficial. Inhibin, an atypical member of the TGF-β superfamily, is reported to be distinguishable in fish gender determination where the maturing male sturgeon exhibit lower level of inhibin, while female sturgeon shows higher concentration. Inhibin is constituted by dimeric units consisting of an alpha subunit and either a beta A or beta B subunit, giving rise to inhibin A and inhibin B, respectively. The intended method for rapid sturgeon fish sexual characteristics determination involves collecting blood from fish, optionally separating serum, measuring the concentration of Inhibin A or Inhibin B using a hand-held device. The device comprises a target-specific capture antibody on a solid-phase and a rapid-developing reporter antibody that can provide colorimetric or other indication of inhibin concentration within 15 minutes. Mote Marine Laboratory has developed three monoclonal antibodies (mAbs) targeting the Inhibin alpha subunit and three mAbs for the beta A subunit. This brief report presents findings from lateral flow assay, a representative rapid test method verifying and comparing inhibin detection efficiency of the mAbs, as well as bead-based assay development strategies, thus laying the groundwork for a rapid sandwich assay or other antibody-based inhibin detection methods. Testing detection antibody efficiency Assay format: Lateral flow immunoassay (LFA) Target: Inhibin A (InhA) Detection probe: Gold nanoparticle (AuNP) conjugated mAbs Mote InhA mAbs - Anti-alpha subunit: 131-0050 (G11); 131-0048 (G6); 131-0047 (H3) Anti-beta A subunit: 131-0051 (H11); 131-0046 (H4); 131-0045 (H7) Sandwich LFA with different mAb pair combinations: Detection H7-AuNP showed high cross-reactivity/ non-specific binding (NSB) paired with capture anti-alpha subunit mAbs. Similarly, detection H4-AuNP paired with capture G6 and G11 showed weak signal and NSB, respectively. Furthermore, BSA blocking on capture test spot and PEG blocking on mAb-AuNP did not resolve the NSB. On the other hand, detection H4-AuNP paired with capture H3 showed better detection signal-noise ratio. Note: All three anti-alpha subunit mAbs-AuNP and H11-AuNP were not achieved due to aggregation. Mote mAbs paired with Ansh mAbs (commercially purchased) showed a high level of NSB or an absence of detection signals. However, using the Ansh mAb pair alone for detection efficiently identified InhA and detected InhA positive serum samples with a good signal-to-noise ratio. When comparing the Mote and Ansh mAb pairs for detecting InhA in different species of sturgeon serum samples, the Ansh mAb pair, unlike the Mote mAbs, demonstrated better detection, corresponding to the known InhA concentrations. Sandwich LFA using different Commercial mAbs: Since functional Mote mAb pairs could not be obtained according to the findings from sandwich LFA, the assay proceeded using the following mAbs from different sources: Anti-alpha subunit: CloudClone 21 (C21); CloudClone 22 (C22); LSBio alpha (LSa) Anti-beta A subunit: Abbexa (Abx); LSBio betaA (LSb) Among the tested commercial mAb combinations, the sandwich LFA using anti-alpha mAb C21 and anti-beta A mAb Abx-AuNP demonstrated efficient cross-species serum InhA detection. It exhibited a concentration-dependent response in Russian sturgeon serum samples with a favorable signal-to-noise ratio. However, other combinations resulted in high NSB or the absence of any signal. While the C21 and Abx mAb pair showed positive detection, the signal intensity was not as robust as observed with the Ansh mAb pair. Competitive LFA detection of rInhA Most anti-alpha and anti-beta A mAb pairs exhibited high NSB or no signal. This can be due to adjacent binding sites availability, poor binding selectivity, or complexity of the matrix, causing high cross-reactivity, or steric hindrance, due to which the sandwich assay can become challenging. Consequently, the assay transitioned to a competitive format using only anti-alpha mAb, capable of detecting all inhibin rather than just inhibin A. Due to the incompatibility of anti-alpha mAbs for AuNP conjugation, an indirect assay principle was adopted using anti-IgG-AuNP. Mote and the commercial anti-alpha mAbs exhibited positive detection of the Inhibin alpha subunit in the indirect LFA without any background noise. In the indirect competitive assay, G6, H3, and C21 mAbs demonstrated InhA detection through signal inhibition in the presence of free 5 ng/mL InhA in the diluent. Further optimization can enhance signal resolution for a more effective detection dynamic range. Bead-based competitive immunoassay for rapid Inhibin detection with glucometer readout Based on mAb binding efficiency observed in the LFA analysis, a magnetic bead-based competitive assay can be developed for a two-step incubation, providing bound-free phase detection of inhibin in serum samples at sturgeon farming sites. The method involves immobilizing an anti-inhibin alpha subunit mAb on magnetic beads (MB), using a reference standard inhibin-invertase conjugate to compete with sample inhibin. The invertase enzymatic reaction generates glucose, which is readable by a glucometer--a measurement correlating to the inhibin present in the original sample. After mixing the sample with the mAb-coated MB, inhibin in the sample binds to the mAb-MB. Following incubation, the removal of the supernatant eliminates the complex matrix. Addition of the reference inhibin-invertase conjugate, which binds to the remaining binding sites on the mAb, is then followed by another incubation. Removing the supernatant for sucrose hydrolysis enzymatic reaction produces glucose that can be read by a glucometer. Higher glucose levels indicate more inhibin-invertase in the supernatant due to more inhibin in the sample, occupying most of the mAb on MB. The key benefits of this method include a competitive two-step incubation, potentially eliminating the need for a wash step, minimizing matrix complexity, and removing the necessity for an antibody pair, reducing the chance of cross-reactivity. Crucial factors for the assay development include immobilizing mAb on MB, MB-mAb target binding, protein-invertase conjugation, invertase sucrose hydrolysis reaction parameters such as time and pH and ensuring compatibility with competitive assay method. Method development To develop the method, thrombin is used as a mock target due to being a well-characterized protein, commonly available and having a similar molecular mass as Inhibin. Initially, thrombin mAb immobilization on magnetic beads (MB) is optimized using direct detection of as low as 5 ng/mL biotinylated thrombin within 15 minutes with an HRP-TMB-based signal amplification system. Reference thrombin-invertase conjugate is generated using thiol-maleimide click chemistry. Thrombin-invertase conjugate is individually validated using commercial thrombin detection lateral flow strips and sucrose hydrolysis reaction with a glucometer readout. However, using the thrombin mAb immobilized MB to detect thrombin-invertase conjugate in a direct assay does not yield positive detection, likely due to invertase (approx. MW: 270 kDa) hindering the thrombin epitope. To address this, the thiol-maleimide crosslinking is modified with a 12-PEG spacer between thrombin and invertase conjugation, which also could not be positively detected by the direct assay. Another approach uses thrombin-specific detection aptamer immobilized on agarose beads in a direct assay for thrombin-invertase conjugate. This assay detects 100 µg/mL thrombin-invertase conjugate after 30 minutes of incubation with 0.25M sucrose at 37°C, yielding a corresponding positive signal on the glucometer. While effective, this method may not be suitable for rapid and sensitive assays.

    Publications