Adaptive Biosensors for Real-Time Environmental Monitoring

Publication ID: 24-11857628_0007_PTD
Published: October 28, 2025
Category:New Applications & Use Cases

Legal Citation

pr1or.art Inc., “Adaptive Biosensors for Real-Time Environmental Monitoring,” Published Technical Disclosure No. 24-11857628_0007_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857628_0007_PTD
This technical disclosure describes improvements that would be readily apparent to a Person Having Ordinary Skill In The Art (PHOSITA) when considered in combination with the foundational architecture disclosed in U.S. Patent No. 11,857,628.

Summary of the Inventive Concept

The invention applies Shiga toxin effector polypeptide technology to create novel biosensors and sensor arrays for monitoring environmental pollutants, agricultural crop health, and detecting infectious diseases in livestock, enabling real-time monitoring and predictive analytics.

Background and Problem Solved

The original patent disclosed cell-targeting molecules with site-specific conjugation capabilities. However, the existing technology is limited to medical applications. The new inventive concept addresses the need for real-time monitoring and detection of environmental pollutants, agricultural crop health, and infectious diseases in livestock, which are critical issues in today's world.

Detailed Description of the Inventive Concept

The inventive concept comprises Shiga toxin effector polypeptide-based sensors and sensor arrays that can detect specific biomolecules associated with environmental pollutants, fungal infections in crops, and infectious diseases in livestock. These sensors are integrated with wireless communication devices, machine learning algorithms, and cloud-based data analytics platforms to enable real-time monitoring and predictive analytics. The sensors can be adapted for use in point-of-care diagnostic devices, biosensors, and other applications.

Novelty and Inventive Step

The new claims introduce novel applications of Shiga toxin effector polypeptide technology in environmental monitoring, agricultural crop health, and infectious disease detection, which are not addressed in the original patent. The inventive step lies in the adaptation of the core technology to these new fields, enabling real-time monitoring and predictive analytics.

Alternative Embodiments and Variations

Alternative embodiments may include the use of different types of sensors, such as optical or electrochemical sensors, or the integration of the Shiga toxin effector polypeptide-based sensors with other technologies, such as IoT devices or artificial intelligence platforms. Variations may include the development of handheld devices or wearable sensors for real-time monitoring.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential in the environmental monitoring, agricultural, and livestock industries, with applications in real-time monitoring, predictive analytics, and supply chain management. The market for environmental monitoring and agricultural technology is projected to grow significantly in the coming years, and the inventive concept is well-positioned to capture a share of this market.

CPC Classifications

SectionClassGroup
A A61 A61K45/06
A A61 A61K38/00
A A61 A61K38/164
A A61 A61K47/6829
C C07 C07K14/195
C C07 C07K14/25
A A61 A61K2039/6037
C C07 C07K2319/05
C C07 C07K2319/55

Field of Art

Biotechnology and molecular engineering, focusing on protein engineering, biosensor development, and targeted molecular diagnostics, with expertise in protein modification, biomolecular interactions, and sensor design

Person of Ordinary Skill (PHOSITA) Profile

A skilled practitioner with advanced degrees in molecular biology or bioengineering, experienced in protein engineering techniques, familiar with Shiga toxin protein structures, capable of designing targeted molecular sensors and understanding protein modification strategies

Obviousness Rationale

A person skilled in the art would recognize the inherent adaptability of Shiga toxin effector polypeptides for diverse sensing applications based on their modular protein structure and site-specific modification capabilities. The source patent's detailed protein engineering approach provides a clear framework for extending the technology into environmental monitoring and diagnostic contexts. The PTD's variations represent predictable extensions of the core protein engineering principles established in the original patent, applying known molecular design techniques to create novel sensor platforms.

Obvious Combinations & Variations

Source Patent Element
Shiga toxin effector polypeptide with site-specific amino acid modifications
PTD Variation
Adapting the polypeptide for environmental monitoring and biosensor applications
Obviousness Reasoning
Predictable application of protein engineering principles to create targeted sensing platforms with known modification techniques
Source Patent Element
Specific amino acid substitutions (R248A, R251A, C242S) in Shiga toxin protein
PTD Variation
Using modified protein structure for creating specialized biosensors with enhanced targeting capabilities
Obviousness Reasoning
Known protein engineering approach of leveraging structural modifications to create novel functional variants with predictable performance
Source Patent Element
Cell-targeting molecule with binding region and linker peptide
PTD Variation
Integrating wireless communication and machine learning with biosensor platform
Obviousness Reasoning
Obvious technological integration using standard sensor design principles and known signal processing techniques
Source Patent Element
Shiga toxin effector polypeptide capable of specific biomolecule binding
PTD Variation
Developing sensor arrays for detecting environmental pollutants and infectious diseases
Obviousness Reasoning
Straightforward extension of protein binding capabilities to diverse detection scenarios using established molecular engineering approaches
Source Patent Element
Site-specific amino acid residue modifications
PTD Variation
Creating point-of-care diagnostic devices with integrated data analytics
Obviousness Reasoning
Predictable technological progression using known protein engineering and sensor design methodologies
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857628 and the disclosed variations, a person having ordinary skill in the art would find the proposed biosensor and monitoring technologies obvious and predictable extensions of existing protein engineering principles. The systematic application of site-specific protein modifications to create targeted sensing platforms represents a routine innovation within the state of the art, rendering subsequent claims involving similar technological approaches unpatentable under 35 U.S.C. Section 103.

Original Patent Information

Patent NumberUS 11,857,628
TitleShiga toxin A subunit effector polypeptides, Shiga toxin effector scaffolds, and cell-targeting molecules for site-specific conjugation
Assignee(s)Molecular Templates, Inc.