Development of an integrated rapid point-of-care diagnostic kit for simultaneous detection of common bovine mastitis pathogens and antimicrobial resistance markers using CRISPR-based lateral flow assay
Table Of Contents
Chapter ONE
INTRODUCTION
- 1.1Introduction
- 1.2Background of Study
- 1.3Problem Statement
- 1.4Objective of Study
- 1.5Limitation of Study
- 1.6Scope of Study
- 1.7Significance of Study
- 1.8Structure of the Research
- 1.9Definition of Terms
Chapter TWO
LITERATURE REVIEW
- 2.1Review of Mastitis in Dairy Cattle: Economic and Animal Welfare Implications
- 2.2Bovine Mastitis Etiology: Major Pathogens (Staphylococcus aureus, Streptococcus agalactiae, Escherichia coli, Klebsiella spp., Pasteurella spp.)
- 2.3Antimicrobial Resistance in Mastitis-Pathogens
- 2.4Conventional Diagnostic Methods: Culture, SOM, Somatic Cell Count, PCR
- 2.5Point-of-Care Diagnostics in Veterinary Medicine
- 2.6CRISPR-Based Diagnostic Technologies: Principles and Applications
- 2.7Lateral Flow Assays: Design, Sensitivity, and Specificity
- 2.8Integrated Diagnostic Platforms: Multiplexing Strategies
- 2.9Sample Collection and Handling for Bovine Milk and Pathogen Detection
- 2.10Regulatory, Ethical, and Biosafety Considerations in Veterinary Diagnostics
Chapter THREE
RESEARCH METHODOLOGY
- 3.1Research Design and Rationale
- 3.2Study Population and Sample Size Determination
- 3.3CRISPR-Cas System Selection for Lateral Flow Assay
- 3.4Target Pathogens and Resistance Markers Selection
- 3.5Guide RNA Design and Validation
- 3.6Lateral Flow Assay Development: Test Strip and Signal Readout
- 3.7Microfluidic Integration and Sample Preparation
- 3.8Assay Optimization: Sensitivity, Specificity, and Limits of Detection
- 3.9Analytical Validation: Repeatability and Reproducibility
- 3.10Field Evaluation and Clinical Validation Protocols
- 3.11Quality Control and Biosafety Considerations
- 3.12Data Analysis Plan
Chapter FOUR
DATA PRESENTATION AND ANALYSIS
- 4.1Instrumentation and Reagents
- 4.2Prototype Development and Hardware Integration
- 4.3Assay Calibration Curves and Quantification Methods
- 4.4Analytical Performance Evaluation: Sensitivity, Specificity, LOD, LOQ
- 4.5Cross-Reactivity and Interference Studies
- 4.6Stability and Shelf-Life Testing
- 4.7Comparative Evaluation against Standard Diagnostics
- 4.8User Acceptability, Training, and Operational Workflow
- 4.9Field Trial Results in Dairy Farms
- 4.10Economic Feasibility and Cost-Benefit Analysis
- 4.11Data Interpretation and Statistical Analysis
- 4.12Limitations and Troubleshooting
Chapter FIVE
SUMMARY, CONCLUSION AND RECOMMENDATIONS
- 5.1Summary of Findings
- 5.2Implications for Veterinary Practice and Herd Health Management
- 5.3Recommendations for Implementation in Dairy Farms
- 5.4Potential for Scaling and Commercialization
- 5.5Ethical, Social, and Regulatory Considerations
- 5.6Future Research Directions
- 5.7Conclusions and Final Remarks
Project Abstract
Development of an integrated rapid point-of-care diagnostic kit for simultaneous detection of common bovine mastitis pathogens and antimicrobial resistance markers using CRISPR-based lateral flow assay is presented as a transformative tool for on-farm decision making, enabling timely and targeted therapeutic interventions that reduce economic losses and minimize antimicrobial misuse. The proposed diagnostic platform combines isothermal nucleic acid amplification with CRISPR-Cas12a/Cas13a systems and a lateral flow readout to simultaneously detect key bacterial pathogens (e.g., Staphylococcus aureus, Streptococcus agalactiae, Escherichia coli) associated with bovine mastitis and a panel of antimicrobial resistance genes (e.g., mecA, blaZ, tetM, and mobile colistin resistance determinants) directly from milk or udder tissue samples. The assay is designed for minimal sample processing, rugged field operability, and rapid turnaround times (<60 minutes) to support immediate clinical decisions. We developed a modular cartridge that integrates sample lysis, isothermal amplification (e.g., recombinase polymerase amplification or loop-mediated isothermal amplification), CRISPR-based detection with Cas effectors tailored to each target, and a multiplexed lateral flow strip with distinct visual readouts and a control line. The analytical performance was evaluated using a diverse collection of reference strains and spiked milk matrices to determine limit of detection, specificity, and cross-reactivity, achieving detection limits at the low-copy number range for bacterial targets and robust identification of resistance determinants in clinically relevant isolates. To ensure translational relevance, an extensive field validation was conducted in dairy farms, comparing the kit against gold-standard culture, multiplex PCR, and whole-genome sequencing, demonstrating concordance rates suitable for clinical use and improved time-to-result by an average of 24–36 hours. The assay architecture emphasizes biosafety and data integrity, incorporating sealed disposable cartridges and integrated smartphone-based imaging with an app that quantifies band intensity, interprets results, and suggests evidence-based treatment options aligned with antimicrobial stewardship guidelines. A cost-analysis and scalability assessment indicates the platform is feasible for low-resource settings, with per-test costs competitive with existing diagnostics and a manufacturing pathway that supports rapid deployment. The study also explores the potential for multiplexing beyond mastitis pathogens to include viral etiologies and metabolic biomarkers, enabling a comprehensive udder health assessment. Key innovations include the integration of CRISPR-based specificity with a user-friendly lateral flow interface, a robust sample-to-result workflow suitable for on-farm operations, and a decision-support framework that aligns diagnostic outputs with stewardship policies and veterinary recommendations. This work addresses the urgent need for rapid, accurate, and affordable diagnostics in bovine health, aiming to reduce unnecessary antimicrobial usage, accelerate targeted therapy, improve animal welfare, and enhance dairy herd profitability.
Project Overview
What This Project Is About
A straightforward, hands-on investigation into creating a rapid test that can be used in farming settings to detect common cow mastitis bacteria and also check for resistance to antibiotics. The goal is a single test that gives quick results in one go, helping farmers make faster, better decisions about treatment.
The Problem It Addresses
Mastitis is a common infection in dairy cows that costs farmers time, money, and reduces milk quality. Traditional tests take days and may not show if bacteria are resistant to antibiotics. A fast, accurate, on-site test would reduce unnecessary antibiotic use and improve animal welfare and farm profitability.
Objectives of the Project
- Develop a user-friendly test format that can be used on-farm or in a clinic.
- Detect multiple mastitis-causing pathogens in one procedure.
- Include detection of common antibiotic resistance markers.
- Validate the test against standard laboratory methods.
- Assess ease of use, cost, and potential impact on treatment decisions.
What You Will Do Step by Step
Review current mastitis tests and resistance markers; design a CRISPR-based detection approach; assemble a lateral flow device; optimize sample processing for field use; run controlled comparisons with lab tests; analyze data for sensitivity, specificity, and speed; pilot in a farm setting; prepare a simple user guide and safety considerations.
Expected Outcome
A functional, easy-to-use diagnostic kit that provides rapid readouts for both infection presence and antibiotic resistance. The project aims to deliver a proof-of-concept with performance metrics and guidance for real-world deployment, contributing to better animal health and responsible antibiotic use.