In one sentence:Dr. Bob Miller FGA Functional Genomic Analysis is an individualized health management program based on functional genomics. It connects genetic testing, physician interpretation, and nutrition customization into a complete pathway, introduced to China since 2024 by 延長線（香港）LONG LIFE (HK) LIMITED as the authorized entity for Greater China.

1. What the Program Is

The Dr. Bob Miller Program centers on functional genomics: it first obtains an individual’s genetic variant information through genetic testing, then physicians interpret the results in the context of physical signs and lifestyle, and finally provide a personalized nutrition and lifestyle plan. The entire pathway spans four stages—medical education, genetic testing, intelligent analysis, and nutrition customization—forming a sustainable, follow-up-ready health management workflow.

The program was founded by Bob Miller, who also leads algorithm development. In 2024, 延長線（香港）LONG LIFE (HK) LIMITED received the Greater China authorization for the Dr. Bob Miller Program.

2. Program Features

• 30 Years of Focus:FGA's analytical approach can be traced to the founder's 30 years of clinical practice. The algorithms have continued to evolve under his leadership, with the supporting interpretation tools and clinical pathways updated accordingly.
• Integrated Testing and Interpretation:The FGA platform organizes human genetic data by 7 hierarchical levels and 30 modulesinto a pyramid structure. Each module contains several genetic variants and is designed to view genetic information together with an individual’s physical signs, rather than providing only a variant list.
• Physician Adoption Scale:As of July 2024, there are more than Over 5,000 doctorsusing and validating this testing and interpretation system in clinical practice worldwide.
• Data Foundation:The platform continuously accumulates real-world testing and interpretation data, which is used for algorithm iteration and result validation.

3. Program Architecture

The program consists of three modules:Training & Education SystemResponsible for physician education and certification.Testing SystemResponsible for sample testing and data analysis.Customization ModuleResponsible for turning analysis results into personalized nutrient formulations. The three modules share the same genetic data to avoid running separate workflows for testing, interpretation, and plan design.

(1) Training & Education System

The training and education system is supported by the National Genomic Nutrition Research Institute (NGRI) and FM CHINA (FM CHINA), building a systematic education and certification platform for Chinese-speaking physicians.

NGRI Based on the Nutrition and Genetics Research Institute’s 24 chaptersprofessional online courses systematically explain the knowledge framework of functional genomics, covering the full chain from genetic variants to nutritional interventions.

FM CHINA It serves as the platform for delivering and transforming the program’s Chinese-language training, with 10 years of focus on functional medicine. It provides courses and solutions for consumer health, medical nutrition, and compliant commercialization to health industry institutions and practitioners.

Physicians who intend to collaborate can obtain NGRI certification after completing systematic study and exams, and may also apply for the U.S. AANWP international qualification.

NGRI Online Course Completion Certificate

AANWP Certification Certificate

(2) Testing System

To meet the program’s regulatory requirements and testing quality standards, we partnered with Beijing Boao Jingdianto establish a joint laboratory, with the testing stage handled by them.

Boao Jingdian has mature technical expertise in domestic genetic testing, has participated in building national genetic testing application demonstration centers, and has repeatedly won National Technological Invention Awards and National Science and Technology Progress Awards.

Biochip Beijing National Engineering Research Center

“Dr. Bob Miller Joint Laboratory Platform” Partnership Ceremony

During testing, clients use the YGR genetic testing kit to collect saliva samples. After the samples arrive, Boao Jingdian completes testing and uploads the data to the FGA intelligent analysis platform.

FGA is an AI-based functional genomics analysis platform. The platform has been designed with targeted capabilities across four dimensions:Sample volume、Individual data completeness、Result verifiability、Stability in real-world applicationto support physicians’ routine interpretation work.

As the founder and president of the FGA platform, Bob Miller's 30 yearsclinical practice is the source of methodological accumulation for this AI genetic analysis algorithm system; the system was developed under his leadership.

FGA divides human genetic data into 7 hierarchical levels and 30 modulesa pyramid structure, with each module containing several genetic variants. The system can associate genetic variants with physical signs and test results and mark them, providing references for physicians during analysis—helping doctors consider multiple factors together rather than focusing on a single indicator.

(3) Customization Module

PN (Personalized Nutrients)is a nutrient manufacturing facility capable of producing customized formulations based on individual genetic testing results. Personalized customization is a specialized manufacturing capability that requires precise control and balance between efficacy and ingredients. Its R&D team has worked in this field for over 20 years, and not every factory is capable of it.

The FGA system is directly connected to the PN factory: physicians prescribe genetic intervention plans based on interpretation results, and the system places an order in one click to customize individualized nutrient formulations for customers.

PN factory’s production and packaging processes

PN System Advantages

• High precision:Based on genetic testing results, it deeply understands individual health parameters, provides targeted nutritional intervention plans accordingly, and offers recommendations for regulating relevant aspects of gene expression.
• Strong individual matching:Formulations are built according to an individual’s genetic variants, reducing duplicate ingredients and interactions, and making the formula better aligned with personal needs.
• Improved adherence:Integrating multiple ingredients into one formula reduces the number of daily supplements and lowers complexity, making it easier for users to stay consistent and reducing repeated adjustments for physicians.
• Simplified workflow and easy preparation:Based on identification of functional gene regulatory loci, a single preparation provides a 6–12 month intervention supply, reducing errors and workload caused by frequent customer visits and repeated physician adjustments; it integrates ingredients and simplifies dosing systems to avoid duplicate components.

PN factory uses patented ingredients, with manufacturing compliant with NSF and GMP standards, and products are free of excipients and chemical fillers, with traceable ingredients and batches.

With AI support, “Precision personalized customization” grounded in functional genomics is being implemented: customized nutritional supplement plans, exercise plans, and lifestyle guidance are tailored for each user, extending a single test result into daily life.

Contact for Collaboration

延長線（香港）LONG LIFE (HK) LIMITED

Email: wushuang@naturespan.com

Official Account

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This page is a program introduction. The content does not constitute medical diagnosis or treatment advice and cannot replace the clinical opinion of a licensed physician. Individual health conditions differ; if you have health concerns, seek medical attention promptly. Genetic testing results must be interpreted by a qualified physician in the context of clinical conditions.