# US 12,119,124 B2 · Systems and methods for holistically and dynamically managing metabolomics

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- Number: US 12,119,124 B2
- Document ID: US12119124B2
- Status: Granted
- Kind: B2
- Application number: 15/967,268
- Filed: 2018-04-30
- Published: 2018-11-01
- Granted: 2024-10-15
- Earliest claimed: 2017-05-01
- Assignees: MedChefs, Inc.
- Applicants: Thomas Gregory Quinn; Venkateswara Rao Vaddineni; Allan Day Sapp; Daphna Karen Dror; Stephen Raskin; Susan Miriam Brand; Randi Gallenson
- Inventors: Thomas Gregory Quinn; Venkateswara Rao Vaddineni; Allan Day Sapp; Daphna Karen Dror; Stephen Raskin; Susan Miriam Brand; Randi Gallenson
- Web page: https://patentgrep.com/patent/US12119124B2

## CPC

- G16H 80/00: ICT specially adapted for facilitating communication between medical practitioners or patients, e.g. for collaborative diagnosis, therapy or health monitoring
- G16H 20/30: relating to physical therapies or activities, e.g. physiotherapy, acupressure or exercising
- G16H 20/60: relating to nutrition control, e.g. diets
- G16H 20/90: relating to alternative medicines, e.g. homeopathy or oriental medicines
- G16H 50/30: for calculating health indices; for individual health risk assessment
- G16B 50/00: ICT programming tools or database systems specially adapted for bioinformatics
- G16H: HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16B: BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY

## Abstract

The present invention relates to systems and methods for holistically and dynamically managing metabolomics, leading to improvement of users' overall health. A metabolomics enhancement (“ME”) system recommends a metabolomic regiment harmonizing macronutritional and micronutritional consumption for a metabolomics beneficiary. The ME system receives characteristics and palate preferences of the beneficiary. Using the personalized data, the ME system generates a customized dynamic combination of macronutrients and micronutrients for enhancing beneficiary metabolomics, and then transposes the macronutrients and micronutrients combination into a recommended pabulum combination for the metabolomic beneficiary.

## Claims

### Claim 1

A computerized method designed to customize a healthy dietary pattern metabolomic regiment specifically to prevent and/or reverse at least one diet-related disease is provided, wherein the diet-related disease includes at least one of hypertension, diabetes mellitus, dyslipidemias, cardiovascular disease, stroke, kidney disease, liver disease and some cancers, and wherein customization of the healthy dietary metabolomic regiment is achieved by a computerized system and is unique to the beneficiary, the method comprising:
receiving characteristics of the beneficiary associated with a metabolic beneficiary;
receiving pabulum preferences associated with the metabolic beneficiary including baseline behavior data;
identifying specific foods for exclusion from a superset of foods based on the pabulum preferences;
generating an automated taste prediction utilizing the pabulum preferences derived from the baseline behavior data;
generating a unique palate signature for the beneficiary based on the automated taste prediction;
generating an individualized healthy dietary metabolomic regiment to enhance metabolomics of the beneficiary, wherein the individualized healthy dietary metabolomic regiment excludes the identified foods, is extracted from a comprehensive nutrition database, the individualized healthy dietary metabolomic regiment enhances metabolomics of the beneficiary based on the beneficiary characteristics and the unique palate signature;
wherein the comprehensive nutrition database provides the beneficiary with the healthy dietary metabolomic regiment:
maximizing healthy foods which include minimally processed and plant-based foods with sufficient dietary fiber from fruits, vegetables and whole grains; and
minimizing unhealthy foods which include, sweetened beverages, highly processed food and salt;
optimizing health outcomes of the beneficiary by providing the individualized healthy metabolomic regiment to the beneficiary for prevention of dietary-related diseases, and wherein the individualized healthy metabolomic regiment includes:
4.5 or more cups of fruits and vegetables per day;
3 or more servings of whole grains per day;
at least 2 servings of fish per week;
less than 1,500 mg of sodium per day;
less than 36 ounces of sweet beverages per week;
less than 2 servings per week of processed meats; and
greater than 25 grams of dietary fiber;
computing a rating of compliance to the individualized healthy metabolomic regiment by the beneficiary, wherein the computation of the rating of compliance includes tracking a journal maintained by the beneficiary, and wherein the journal includes a compilation of food consumed by the beneficiary wherein the rating of compliance includes a score based on a degree of adherence to the individualized healthy metabolomic regiment, wherein the score includes at least one point for each of at least the following:
consumption of greater than 4.5 cups of fruit and vegetables per day;
consumption of greater than 3 servings of whole grains per day;
consumption of less than 1500 mg of salt per day;
consumption of less than 5 oz of sweetened beverages per day;
consumption of greater than 2 servings of fish per week; and
wherein the score includes bonus points, for each of the following:
consumption of greater than 25 grams of fiber per day; and
consumption of less than 2 servings of processed meats per week;
periodically adjusting the individualized healthy metabolomic regiment responsive to the score being above a predefined threshold that is to achieve an ideal dietary health, and is responsive to the pabulum preferences of the individual, wherein the computerized system creates, in an automated fashion the dietary metabolomic regiment, customized to the beneficiary's pabulum preferences and maintaining the score above the threshold for the purpose of preventing and/or reversing at least one diet-related disease;
providing the rating of compliance to the beneficiary and to a stakeholder; and
enabling the stakeholder to give positive reinforcing compliance feedback to the beneficiary and wherein the stakeholder iteratively makes the periodic adjustments to the individualized healthy metabolomic regiment to increase the rating of compliance, thereby enhancing the metabolomics of the beneficiary in a personalized manner to prevent and/or reverse the at least one diet-related disease, and wherein the computerized system is scalable for a general population.

### Claim 2 (depends on 1)

The method of claim 1 wherein the beneficiary characteristics include physiological data of the beneficiary including at least one of age, gender, weight, height, ethnic composition, and body-fat-to-muscle ratio (BMI).

### Claim 3 (depends on 2)

The method of claim 2 wherein the physiological data of the beneficiary includes metabolic metrics lipid data and glucose levels.

### Claim 4 (depends on 2)

The method of claim 2 wherein the physiological data of the beneficiary includes hemodynamic data including blood pressure.

### Claim 5 (depends on 2)

The method of claim 2 wherein the physiological data of the beneficiary includes endothelial function assessments.

### Claim 6 (depends on 2)

The method of claim 2 wherein the physiological data of the beneficiary includes noninvasive markers of atherosclerosis including ultrasound derived intimal medial thickness measurements.

### Claim 7 (depends on 1)

The method of claim 1 wherein the beneficiary has a medical condition consisting of at least one of cardiovascular disease, hypertension, cancer, diabetes, allergy, and genetic predispositions.

### Claim 8 (depends on 1)

The method of claim 1 wherein the dietary metabolomic regiment include proteins, carbohydrates and fats, vitamins and minerals.

### Claim 9 (depends on 1)

The method of claim 1 further comprising providing pabulum choices including seafood, fruits, vegetables, nuts, whole grain, and dietary fiber.

### Claim 10 (depends on 1)

The method of claim 1 wherein the individualized healthy metabolomic regiment includes at least one of seasonal pabulum and local pabulum.

### Claim 11 (depends on 1)

The method of claim 1 further comprising receiving lifestyle data of the beneficiary including at least one of a physical activity and a mental activity.

### Claim 12 (depends on 11)

The method of claim 11 wherein the physical activity is received from a wearable device and wherein the physical activity includes caloric expenditure from exercise.

### Claim 13 (depends on 1)

The method of claim 1 wherein providing the individualized healthy metabolomic regiment includes providing a pabulum plan including at least one of a menu choice, a recipe, and a grocery shopping list.

### Claim 14 (depends on 13)

The method of claim 13 further comprising providing the pabulum plan to at least one of the beneficiary, a healthcare provider, a caregiver, a dietary provider and an athletic training program manager.

### Claim 15 (depends on 13)

The method of claim 13 further comprising providing the rating of compliance to at least one of the beneficiary and a third party, and wherein the third party includes at least one of a healthcare provider, a caregiver, a dietary provider and an athletic training program manager.

### Claim 16 (depends on 15)

The method of claim 15 wherein the rating of compliance is provided to the third party via a social network, thereby facilitating beneficiary with encouragement to substantially improve compliance with the pabulum plan.

### Claim 17 (depends on 1)

The method of claim 1 further comprising receiving supplemental compliance data from a third party via a social network.

### Claim 18 (depends on 1)

The method of claim 1 further comprising:
receiving an update of the beneficiary characteristics; and
updating the individualized healthy metabolomic regiment in accordance with the updated beneficiary characteristics.

### Claim 19 (depends on 1)

The method of claim 1 wherein the individualized healthy metabolomic regiment results in primordial prevention.

### Claim 20 (depends on 1)

The method of claim 1 further comprising of transmitting the individualized healthy metabolomic regiment to one or more partners.

### Claim 21 (depends on 20)

The method of claim 20 wherein the one or more partners includes at least one of a restaurant, a food delivery service, a transportation provider, and an establishment providing accommodations.

### Claim 22 (depends on 1)

The method of claim 1 wherein the compliance feedback includes a core score and an advantage score based on the scientifically researched guidelines and the rating of compliance.

### Claim 23 (depends on 1)

The method of claim 1 wherein the scientifically researched guidelines include the American Heart Association (AHA) guidelines.

### Claim 24 (depends on 1)

The method of claim 1 wherein the prevention of diet-related diseases includes primordial prevention, primary prevention and secondary prevention.

### Claim 25 (depends on 1)

The method of claim 1, wherein the threshold is at least four.