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Updated: Mar 27, 2026

Quantification and Whole Genome Characterization of SARS-CoV-2 RNA in Wastewater and Air Samples
Published on: June 30, 2023
Remotely Controlled Continuous Surveillance of Viral RNA in Wastewater Using a LoRa Network
Aneesh Kshirsagar1, Anthony J Politza2, Ming Dong3
1Department of Intelligent Systems Engineering, Luddy School of Informatics, Computing, and Engineering, Indiana University, Bloomington, IN 47405, USA.
A new networked system uses portable molecular testing and wireless communication for wastewater surveillance of infectious diseases like COVID-19. This Internet of Things (IoT) framework enables real-time, on-site detection and data analysis for public health officials.
Area of Science:
- Environmental microbiology
- Public health surveillance
- Molecular diagnostics
Background:
- Traditional infectious disease tracking faces challenges with asymptomatic carriers and outbreak management.
- Wastewater-based epidemiology offers a promising approach for community health monitoring.
- Current methods often lack real-time data and decentralized capabilities.
Purpose of the Study:
- To develop and validate a scalable, networked molecular testing framework for wastewater-based epidemiology.
- To integrate portable nucleic acid testing (NAT) with long-range wireless communication and cloud analytics.
- To enable unattended, real-time monitoring of infectious disease markers in wastewater.
Main Methods:
- Development of battery-powered nodes performing on-site Reverse Transcription - Loop-mediated Isothermal Amplification (RT-LAMP) for SARS-CoV-2 detection.
- Integration of nodes with long-range (LoRa) wireless communication for data transmission to a gateway.
- Cloud-based data management using a NoSQL database and an interactive dashboard for spatiotemporal visualization and hotspot identification.
Main Results:
- The system successfully performed on-site RT-LAMP tests directly on raw wastewater samples.
- Long-range wireless communication achieved a packet delivery ratio exceeding 99% in testing.
- The interactive dashboard provided real-time and historical data visualization, including 7-day positivity rates and hotspot mapping.
Conclusions:
- The integrated framework advances decentralized wastewater surveillance beyond traditional laboratory workflows.
- IoT-enabled molecular testing provides timely, actionable insights for public health officials.
- This system supports unattended, long-term monitoring for effective infectious disease tracking.
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