WO2020110389A1 - Health management system and program - Google Patents

Health management system and program Download PDF

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Publication number
WO2020110389A1
WO2020110389A1 PCT/JP2019/033250 JP2019033250W WO2020110389A1 WO 2020110389 A1 WO2020110389 A1 WO 2020110389A1 JP 2019033250 W JP2019033250 W JP 2019033250W WO 2020110389 A1 WO2020110389 A1 WO 2020110389A1
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user
information
health management
area
gene
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PCT/JP2019/033250
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French (fr)
Japanese (ja)
Inventor
亜紀子 宮▲崎▼
勇樹 岡本
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株式会社ＦｉＮＣ Ｔｅｃｈｎｏｌｏｇｉｅｓ
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Publication of WO2020110389A1 publication Critical patent/WO2020110389A1/en

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems

Definitions

  • the present invention relates to a health management system and program.
  • Patent Document 1 discloses a technique of providing a screen to a user showing a risk of developing a disease based on statistics.
  • Patent Document 1 has a problem that the user cannot immediately understand what kind of health management should be practiced by looking at the screen showing the risk of disease development.
  • the present invention has been made in view of such a background, and an object thereof is to provide a technology that allows a user to immediately understand what kind of health management should be practiced.
  • a main invention of the present invention for solving the above-mentioned problems is a health management system that provides health management information to a user based on an attribute classified by a gene type of the user, and corresponds to the classified attribute.
  • a display unit for displaying, on a common screen, a two-choice area that shows the recommended action corresponding to the classified attribute by two-choice.
  • the user can immediately understand what kind of health management should be practiced.
  • FIG. 1 is a diagram showing an example of whole composition of a health-care system concerning one embodiment of the present invention. It is a figure which shows the hardware structural example of the management server 1.
  • 3 is a diagram showing a software configuration example of a management server 1.
  • FIG. It is a figure which shows the structural example of the gene type information memorize
  • 6 is a diagram showing a configuration example of expression frequency information stored in an expression frequency information storage unit 152.
  • FIG. 6 is a diagram showing a configuration example of supplement information stored in a supplement information storage unit 156.
  • FIG. It is a figure which shows the structural example of the lifestyle information memorize
  • a health management system and a program according to one embodiment of the present invention have the following configurations.
  • a health management system for providing health management information to a user based on attributes classified according to the gene type of the user, An object area indicating an object corresponding to the classified attribute, A genotype region indicating the genotype of the user used for the classification, An expression frequency region showing the expression frequency of each of all gene types including the gene type of the user and other gene types, A two-choice area that shows the recommended behavior according to the classified attributes as two-choice, A display section for displaying a screen including A health management system comprising: [Item 2] The display section displays a Q&A area showing questions and answers regarding health management on the screen, In the Q&A area, questions and answers according to the classified attributes are displayed.
  • the health management system according to item 1 which is characterized in that [Item 3]
  • the display unit displays a supplement area showing a supplement recommended for the user on the screen, In the supplement area, supplements according to the classified attributes are shown.
  • the health management system according to item 1 or 2 which is characterized in that [Item 4] In the supplement area, supplements according to lifestyle information of the user are shown.
  • the health management system which is characterized in that [Item 5] A program for providing health management information to a user based on attributes classified according to the gene type of the user, Computer, An object area indicating an object corresponding to the classified attribute, A genotype region indicating the genotype of the user used for the classification, An expression frequency region showing the expression frequency of each of all gene types including the gene type of the user and other gene types, A two-choice area that shows the recommended behavior according to the classified attributes as two-choice, Display means for displaying a screen including A program characterized by making it function as.
  • FIG. 1 is a diagram showing an example of the overall configuration of a health management system according to an embodiment of the present invention.
  • the health management system of this embodiment includes a management server 1.
  • the management server 1 is communicably connected to one or more user terminals 2 via a communication network 3.
  • the communication network 3 is, for example, the Internet, and is constructed by a public telephone line network, a mobile telephone line network, a wireless communication path, Ethernet (registered trademark), or the like.
  • the health management system of this embodiment is intended to provide a genetic test result and health management information to a user.
  • the health management system of the present embodiment classifies attributes (risk types) according to the gene type forming the obesity gene of the user analyzed by genetic testing, and provides health management information according to the attributes.
  • attributes risk types
  • genes that form the obesity gene "carbohydrate visceral fat”, “heat conversion of fat”, “lipolysis/protein synthesis”, etc. are known, and user attributes are classified according to the gene type of these genes. To be done.
  • genes that form the obesity gene "carbohydrate visceral fat”, "heat conversion of fat”, “lipolysis/protein synthesis”, etc. are known, and user attributes are classified according to the gene type of these genes.
  • AA, AG, and GG there are gene types of AA, AG, and GG in the "carbohydrate visceral fat” gene, and it is said that the easiness of visceral fat due to carbohydrate varies depending on the gene type.
  • Genes for "heat conversion of fat” include AA, AG, and GG gene types, and it is said that the ability to convert fat into heat differs depending on the gene type.
  • the user is classified into any of eight types of attributes according to the combination of each gene type of “sugar visceral fat”, “heat conversion of fat”, and “lipolysis/protein synthesis”.
  • attributes include, for example, low risk type (attribute 1), carbohydrate risk type (attribute 2), fat risk type (attribute 3), protein risk type (attribute 4), carbohydrate/fat risk type ( There are attribute 5), carbohydrate/protein risk type (attribute 6), fat/protein risk type (attribute 7), and carbohydrate/fat/protein risk type (attribute 8).
  • the management server 1 is a computer that provides the user with genetic test results and health management information.
  • the management server 1 is, for example, a personal computer, a workstation, or a virtual computer based on cloud computing.
  • the management server 1 receives a request to display the genetic test result and the health management information from the user terminal 2, and transmits the genetic test result and the health management information to the user terminal 2 in response to the request.
  • the management server 1 is supposed to execute these functions as a so-called Web application.
  • the user terminal 2 is a computer operated by the user, such as a mobile phone, a smartphone, a tablet computer, or a personal computer.
  • the user can operate the user terminal 2 to access the management server 1 and display the genetic test result and health management information of the user on the screen of the user terminal 2.
  • FIG. 2 is a diagram showing a hardware configuration example of the management server 1.
  • the management server 1 includes at least a control unit 10, a memory 11, a storage 12, a transmission/reception unit 13, an input/output unit 14, and the like, which are electrically connected to each other via a bus 15.
  • the control unit 10 is an arithmetic device that controls the overall operation of the management server 1, controls the transmission and reception of data between the respective elements, and executes information processing necessary for execution of applications and authentication processing.
  • the control unit 10 is a CPU (Central Processing Unit) and executes a program or the like stored in the storage 12 and expanded in the memory 11 to perform each information processing.
  • CPU Central Processing Unit
  • the memory 11 includes a main memory configured by a volatile storage device such as a DRAM (Dynamic Random Access Memory) and an auxiliary storage configured by a non-volatile storage device such as a flash memory or an HDD (Hard Disc Drive). ..
  • the memory 11 is used as a work area or the like of the processor 10, and also stores a BIOS (Basic Input/Output System) executed when the management server 1 is started, and various setting information.
  • the storage 12 stores various programs such as application programs.
  • a database (not shown) that stores data used for each process may be built in the storage 12.
  • the transmission/reception unit 13 connects the management server 1 to the communication network 3.
  • the transmission/reception unit 13 may include a short-range communication interface such as Bluetooth (registered trademark) or Wi-Fi (registered trademark).
  • the input/output unit 14 is an information input device such as a keyboard and a mouse, and an output device such as a display.
  • the bus 15 is commonly connected to each of the above elements and transmits, for example, an address signal, a data signal, and various control signals.
  • FIG. 3 is a diagram showing a software configuration example of the management server 1.
  • the management server 1 includes an attribute classification unit 111, a display unit 112, a gene type information storage unit 151, an expression frequency information storage unit 152, an object information storage unit 153, a binary information storage unit 154, a Q&A information storage unit 155, and a supplement.
  • the information storage unit 156 and the lifestyle information storage unit 157 are provided.
  • the attribute classification unit 111 and the display unit 112 are realized by the control unit 10 included in the management server 1 reading the program stored in the storage 12 into the memory 11 and executing the program. Further, the gene type information storage unit 151, the expression frequency information storage unit 152, the object information storage unit 153, the alternative information storage unit 154, the Q&A information storage unit 155, the supplement information storage unit 156, and the lifestyle information storage unit 157. Is realized as a part of a storage area provided by at least one of the memory 11 and the storage 12.
  • the gene type information storage unit 151 stores information related to a user's gene type (hereinafter referred to as gene type information).
  • FIG. 4 is a diagram showing a configuration example of gene type information stored in the gene type information storage unit 151.
  • the gene type information is associated with user information (user ID), and is a gene that forms an obesity gene, "carbohydrate visceral fat,” “heat conversion of fat,” “lipolysis/ Each protein type of "protein synthesis” is included.
  • the expression frequency information storage unit 152 stores information on the expression frequency of the gene type (hereinafter referred to as expression frequency information).
  • FIG. 5 is a diagram showing a configuration example of expression frequency information stored in the expression frequency information storage unit 152.
  • the expression frequency information includes visceral fat information, heat conversion information, and decomposition/synthesis information.
  • the visceral fat information includes the distribution (the number of people) and the ratio (%) of the genotypes of all the users as the expression frequency of the “carbohydrate visceral fat”.
  • the heat conversion information includes the distribution (the number of people) and the ratio (%) of the genotypes of all users as the expression frequency of “heat conversion of fat”.
  • the decomposition/synthesis information includes the distribution (the number of people) and the ratio (%) of the gene types of all users as the expression frequency of “lipolysis/protein synthesis”.
  • the object information storage unit 153 stores information on the object image presented to the user (hereinafter referred to as object information).
  • object information includes the object image (image information) in association with each attribute (risk type).
  • risk type For example, a low risk type (attribute 1) is associated with a healthy character and an image showing a comment related to the low risk type.
  • the alternative information storage unit 154 stores information about alternative images presented to the user (hereinafter referred to as alternative information).
  • the alternative information includes one or a plurality of alternative images (image information) in association with each attribute (risk type). For example, a sugar risk type (attribute 2) is associated with an alternative (recommended behavior) in which sake is marked with "x" and whiskey is marked with " ⁇ " and an image showing a comment regarding the sugar risk type. ing. The image of this alternative (recommended behavior) shows that sake has a high sugar content and whiskey has a low sugar content, so whiskey is recommended if either is ingested.
  • the Q&A information storage unit 155 stores information about the Q&A image presented to the user (hereinafter referred to as Q&A information).
  • the Q&A information includes one or more Q&A images (image information) in association with each attribute (risk type). For example, for the fat risk type (attribute 3), the question “Do you have any precautions when choosing food?” and the question “It is important to eat foods that are low in fat and high in protein”. The image showing the answer "! is associated.
  • the Q&A associated with the attribute may be a question frequently asked by a user having the attribute and an answer (FAQ). Further, the Q&A associated with the attribute may indicate the ranking of foods containing a large amount of nutrients that are likely to be insufficient or excessive in the attribute.
  • the supplement information storage unit 156 stores information on supplements (hereinafter referred to as supplement information).
  • FIG. 6 is a diagram showing a configuration example of supplement information stored in the supplement information storage unit 156.
  • the supplement information includes supplement detailed information and attribute information.
  • the supplement detailed information includes a worry that can be solved or improved, a nutrient contained, and a supplement image for recommending (presenting) to the user in association with the supplement name.
  • the attribute information includes a supplement name that is effective for health management in association with each attribute (risk type).
  • the lifestyle information storage unit 157 stores information on lifestyle (hereinafter referred to as lifestyle information).
  • FIG. 7 is a diagram showing a configuration example of lifestyle information stored in the lifestyle information storage unit 157.
  • the lifestyle information includes worries and nutrition intake information in association with user information (user ID).
  • the worries include items in which users are concerned about their health.
  • the nutrition intake information is information that identifies the nutritional balance and nutrients that the user is ingesting in a day, and includes the intake ratios of proteins, lipids, and carbohydrates, and the intake amounts of various vitamins, calcium, iron, and the like. Based on these pieces of information, the nutrients that the user lacks can be specified.
  • this lifestyle information may be information based on the contents described in the questionnaire sheet sent (answered) by the user together with the genetic test kit, or information based on the answers to the Web questionnaire sent from the user terminal 2. Good.
  • the attribute classification unit 111 classifies user attributes based on the user's gene type.
  • the attribute classifying unit 111 uses the combination of the gene types “glyco-visceral fat”, “fat heat conversion”, and “lipolysis/protein synthesis” that are genes forming the obesity gene, according to the user's combination.
  • the attributes are classified into any one of the attributes 1 to 8.
  • the display unit 112 generates an image that provides the user with the genetic test result and the health management information, transmits the generated image to the user terminal 2, and displays a common screen (which may be a scrollable screen). ) Is displayed.
  • the display unit 112 generates an image including object information, gene type information, expression frequency information, alternative information, Q&A information, and supplement information.
  • the display unit 112 can transmit the generated image to the user terminal 2 in the HTML form format, for example.
  • FIG. 8 is a diagram illustrating processing executed by the management server 1. This process is started, for example, when the user requests the user terminal 2 to display his/her genetic test result and health care information on the screen.
  • 9 to 14 are diagrams showing examples of screens presented (displayed) on the user terminal 2.
  • the attribute classification unit 111 classifies user attributes by referring to the user's gene type information contained in the gene type information storage unit 151 (S201).
  • the attribute classification unit 111 classifies the attributes of the user by using, for example, an attribute table for classifying the attributes. For example, when the user's genotype is AA for “sugar visceral fat”, AA for “heat conversion of fat”, and CC for “lipolysis/protein synthesis”, the attribute classification unit 111 lowers the attribute of the user. Classify into risk types (attribute 1).
  • the display unit 112 refers to the object information storage unit 153, acquires the object image corresponding to the user attribute classified in step S201, and applies the object image to the object area for presenting the “object” as the genetic test result. (S202).
  • FIG. 9 is a diagram showing an example of a screen displayed in the object area. In the figure, objects and comments corresponding to the fat risk type (attribute 3) are shown.
  • the display unit 112 generates an image showing the gene type of the user used for the classification in step S201, and applies it to the gene type region for presenting the “gene type” as the genetic test result (S203).
  • the display unit 112 applies the user's “carbohydrate fat” genotype to the first region of the genotype region, and applies the user's “heat conversion of fat” genotype to the second region of the genotype region. , Apply the user's "lipolysis/protein synthesis" genotype to the third region of the genotype region.
  • FIG. 10 is a diagram showing an example of a screen displayed in the first region of the gene type region. In the same figure, it is shown that the gene type of “sugar visceral fat” of the user is AA. In this screen, when the user gives an operation instruction to scroll the screen vertically or horizontally, the second and third regions of the gene type region are displayed.
  • the display unit 112 acquires the expression frequency information included in the expression frequency information storage unit 152, generates an image indicating the acquired expression frequency information and the gene type of the user used for the classification in step S201, and performs the genetic test. It is applied to the expression frequency region for presenting the resulting “expression frequency” and “genotype” (S204).
  • the display unit 112 applies an image showing the expression frequency of “sugar visceral fat” and the gene type of the user to the first region of the expression frequency region to show the expression frequency of “heat conversion of fat” and the gene type of the user.
  • FIG. 11 is a diagram showing an example of a screen displayed in the first area of the expression frequency area.
  • the gene type of the user is AA
  • the ratio (%) of the expression frequency of all gene types (AA, AG, GG) including other gene types ) Is shown in the graph. That is, from this screen, the user can understand the proportion of his/her gene type in the whole (all users).
  • the second region and the third region of the expression frequency region are displayed.
  • the display unit 112 refers to the alternative information storage unit 154, acquires one or a plurality of alternative images corresponding to the user attributes classified in step S201, and obtains “recommended action” as health management information. Is applied to the alternative area for presenting "(S205).
  • FIG. 12 is a diagram showing an example of a screen displayed in the alternative area.
  • an alternative image according to the fat risk type (attribute 3)
  • an alternative image in which "x" is attached to the sirloin and " ⁇ " is attached to the fin, and a comment regarding the fat risk is shown. ..
  • the user gives an operation instruction to scroll the screen up, down, left, or right, another alternative image is displayed on this screen.
  • the display unit 112 refers to the Q&A information storage unit 155, acquires one or more Q&A images corresponding to the user attributes classified in step S201, and presents the Q&A as health management information. It is applied to the area (S206).
  • FIG. 13 is a diagram showing an example of a screen displayed in the Q&A area. In the figure, Q&A images corresponding to the fat risk type (attribute 3) are shown. When there are a plurality of applied Q&A images, another Q&A image is displayed when the user gives an operation instruction to scroll the screen up/down or left/right on this screen.
  • the display unit 112 refers to the supplement information storage unit 156 and acquires the supplement image based on the user attributes classified in step S201 and/or the trouble and nutrition intake information included in the lifestyle information storage unit 157, It is applied to the supplement area for presenting the “recommended supplement” as the health management information (S207).
  • the display unit 112 applies the supplement image of the supplement corresponding to the attribute of the user to the first area of the supplement area, and applies the supplement image of the supplement corresponding to the user's trouble to the second area of the supplement area. Then, the supplement image of the supplement corresponding to the nutrient lacking by the user is applied to the third region of the supplement region.
  • FIG. 14 is a diagram showing an example of a screen displayed in the first area of the supplement area.
  • supplement images corresponding to the low risk type are shown.
  • a screen including a button for transitioning to the supplement purchase screen is shown together with a detailed description of the supplement. It should be noted that on this screen, when the user gives an operation instruction to scroll the screen up and down or left and right, the second region and the third region of the supplement region are displayed.
  • the display unit 112 prevents the same supplement from overlapping when applying the supplement image to the first region to the third region of the supplement region. Further, the display unit 112 may exclude supplements that should not be taken at the same time from the supplements related to the supplement image applied to the first region to the third region of the supplement region.
  • the display unit 112 provides the user with each image applied to each region (object region, gene type region, expression frequency region, alternative region, Q&A region, and supplement region) in step S202 to step S207.
  • the inspection result and the health management information are transmitted to the user terminal 2, and a screen including each applied image is displayed (S208).
  • the management server 1 includes both the functional unit and the storage unit, but the present invention is not limited to this.
  • the storage unit may be included in the database server, and the management server 1 may access the database server. You may do so.
  • the attribute classification unit 111 or the lifestyle information storage unit 157 is provided in the management server 1 has been described in the present embodiment, all or part of these may be provided in the user terminal 2.
  • the display unit 112 applies the object image, the Q&A image, the alternative image, and the supplement image according to the user's attribute to each region, but these may be applied according to the gene type of the user. May be applied to each area.
  • the display unit 112 indicates the gene type of the user in the gene type region and the expression frequency region, but the region indicating the gene type of the user in the expression frequency region may be the gene type region. ..
  • the display unit 112 indicates the ratio of the expression frequencies of all the gene types in the expression frequency region, but the expression frequency may be indicated by the number of people instead of the ratio.
  • the expression frequency information includes the information (distribution and ratio) about the gene types of all users, but may include the information about the gene types of some users. Further, the expression frequency information may include a value based on statistical information or the like.
  • the recommended behavior regarding the intake of food or the like has been described as an example, but any recommended behavior regarding health management, such as exercise or sleep, may be used.
  • the genetic test result and health management information regarding obesity are provided to the user.
  • skin quality, susceptibility to alcohol, sleep, and examination hyperglycemia, lipid/cholesterol, high blood pressure, liver function metabolism, It may be possible to provide genetic test results and health care information regarding gout).
  • Management Server 2 User Terminal 3 Communication Network 111 Attribute Classification Section 112 Display Section 151 Gene Type Information Storage Section 152 Expression Frequency Information Storage Section 153 Object Information Storage Section 154 Alternative Information Storage Section 155 Q&A Information Storage Section 156 Supplement Information Storage Department 157 Lifestyle information storage

Abstract

[Problem] To allow immediate understanding of what kind of health management should be performed. [Solution] This health management system is provided with a display unit that displays a screen including an object region indicating an object corresponding to a categorized attribute, a genotype region indicating the genotype of a user that is used for categorization, an expression frequency region indicating the expression frequency of each of all genotypes including the user's genotype and other genotypes, and an alternative region indicating a recommended action corresponding to the categorized attribute in an alternative fashion.

Description

健康管理システム及びプログラムHealth management system and program
　本発明は、健康管理システム及びプログラムに関する。 The present invention relates to a health management system and program.
　従来から、ユーザに対して、遺伝子検査の結果とともに健康に関する情報を提供するサービスが知られている。たとえば特許文献１では、ユーザに対して、統計に基づく疾患の発症リスクを示す画面を提供する技術が開示されている。 A service that provides users with information on health along with genetic test results has been known. For example, Patent Document 1 discloses a technique of providing a screen to a user showing a risk of developing a disease based on statistics.
特開２０１５－０４３７７０号公報JP, 2005-043770, A
　しかしながら、特許文献１に記載の技術では、ユーザは疾患の発症リスクを示す画面を見ても、どのような健康管理を実践すればよいか即座に理解できないという問題があった。 However, the technique described in Patent Document 1 has a problem that the user cannot immediately understand what kind of health management should be practiced by looking at the screen showing the risk of disease development.
　本発明はこのような背景を鑑みてなされたものであり、ユーザがどのような健康管理を実践すればよいか即座に理解できる技術を提供することを目的とする。 The present invention has been made in view of such a background, and an object thereof is to provide a technology that allows a user to immediately understand what kind of health management should be practiced.
　上記課題を解決するための本発明の主たる発明は、ユーザの遺伝子タイプにより分類された属性に基づいて、ユーザに健康管理情報を提供する健康管理システムであって、前記分類された属性に対応するオブジェクトを示すオブジェクト領域と、前記分類に用いられたユーザの遺伝子タイプを示す遺伝子タイプ領域と、前記ユーザの遺伝子タイプおよび他の遺伝子タイプを含む全ての遺伝子タイプそれぞれの発現頻度を示す発現頻度領域と、前記分類された属性に応じた推奨行動を二者択一で示す二者択一領域と、を共通の画面に表示させる表示部、を備えることとする。 A main invention of the present invention for solving the above-mentioned problems is a health management system that provides health management information to a user based on an attribute classified by a gene type of the user, and corresponds to the classified attribute. An object region indicating an object, a gene type region indicating the gene type of the user used for the classification, and an expression frequency region indicating the expression frequency of each gene type including the gene type of the user and other gene types. , And a display unit for displaying, on a common screen, a two-choice area that shows the recommended action corresponding to the classified attribute by two-choice.
　その他本願が開示する課題やその解決方法については、発明の実施形態の欄及び図面により明らかにされる。 Other problems disclosed in the present application and a solution to the problems will be clarified by the section of the embodiments of the invention and the drawings.
　本発明によれば、ユーザはどのような健康管理を実践すればよいか即座に理解できる。 According to the present invention, the user can immediately understand what kind of health management should be practiced.
本発明の一実施形態に係る健康管理システムの全体構成例を示す図である。It is a figure showing an example of whole composition of a health-care system concerning one embodiment of the present invention. 管理サーバ１のハードウェア構成例を示す図である。It is a figure which shows the hardware structural example of the management server 1. 管理サーバ１のソフトウェア構成例を示す図である。3 is a diagram showing a software configuration example of a management server 1. FIG. 遺伝子タイプ情報記憶部１５１に記憶される遺伝子タイプ情報の構成例を示す図である。It is a figure which shows the structural example of the gene type information memorize|stored in the gene type information memory|storage part 151. 発現頻度情報記憶部１５２に記憶される発現頻度情報の構成例を示す図である。6 is a diagram showing a configuration example of expression frequency information stored in an expression frequency information storage unit 152. FIG. サプリメント情報記憶部１５６に記憶されるサプリメント情報の構成例を示す図である。6 is a diagram showing a configuration example of supplement information stored in a supplement information storage unit 156. FIG. 生活習慣情報記憶部１５７に記憶される生活習慣情報の構成例を示す図である。It is a figure which shows the structural example of the lifestyle information memorize|stored in the lifestyle information storage part 157. 管理サーバ１により実行される処理について説明する図である。It is a figure explaining the process performed by the management server 1. オブジェクト領域に表示される画面の一例を示す図である。It is a figure which shows an example of the screen displayed on an object area. 遺伝子タイプ領域の第一領域に表示される画面の一例を示す図である。It is a figure which shows an example of the screen displayed on the 1st area|region of a gene type area|region. 発現頻度領域の第一領域に表示される画面の一例を示す図である。It is a figure which shows an example of the screen displayed on the 1st area|region of an expression frequency area. 二者択一領域に表示される画面の一例を示す図である。It is a figure which shows an example of the screen displayed on an alternative area. Ｑ＆Ａ領域に表示される画面の一例を示す図である。It is a figure which shows an example of the screen displayed on a Q&A area. サプリメント領域の第一領域に表示される画面の一例を示す図である。It is a figure which shows an example of the screen displayed on the 1st area|region of a supplement area|region.
　本発明の一実施形態の内容を列記して説明する。本発明の一実施形態による健康管理システム及びプログラムは、以下のような構成を備える。 The contents of one embodiment of the present invention will be listed and described. A health management system and a program according to one embodiment of the present invention have the following configurations.
［項目１］
　ユーザの遺伝子タイプにより分類された属性に基づいて、ユーザに健康管理情報を提供する健康管理システムであって、
　前記分類された属性に対応するオブジェクトを示すオブジェクト領域と、
　前記分類に用いられたユーザの遺伝子タイプを示す遺伝子タイプ領域と、
　前記ユーザの遺伝子タイプおよび他の遺伝子タイプを含む全ての遺伝子タイプそれぞれの発現頻度を示す発現頻度領域と、
　前記分類された属性に応じた推奨行動を二者択一で示す二者択一領域と、
　を含む画面を表示させる表示部、
　を備えることを特徴とする健康管理システム。
［項目２］
　前記表示部は、健康管理に関する質問および回答を示すＱ＆Ａ領域を前記画面に表示させ、
　前記Ｑ＆Ａ領域には、前記分類された属性に応じた質問および回答が示される、
　ことを特徴する項目１に記載の健康管理システム。
［項目３］
　前記表示部は、前記ユーザに推奨するサプリメントを示すサプリメント領域を前記画面に表示させ、
　前記サプリメント領域には、前記分類された属性に応じたサプリメントが示される、
　ことを特徴する項目１又は２に記載の健康管理システム。
［項目４］
　前記サプリメント領域には、前記ユーザの生活習慣情報に応じたサプリメントが示される、
　ことを特徴する項目３に記載の健康管理システム。
［項目５］
　ユーザの遺伝子タイプにより分類された属性に基づいて、ユーザに健康管理情報を提供するプログラムであって、
　コンピュータを、
　前記分類された属性に対応するオブジェクトを示すオブジェクト領域と、
　前記分類に用いられたユーザの遺伝子タイプを示す遺伝子タイプ領域と、
　前記ユーザの遺伝子タイプおよび他の遺伝子タイプを含む全ての遺伝子タイプそれぞれの発現頻度を示す発現頻度領域と、
　前記分類された属性に応じた推奨行動を二者択一で示す二者択一領域と、
　を含む画面を表示させる表示手段、
　として機能させることを特徴とするプログラム。 [Item 1]
A health management system for providing health management information to a user based on attributes classified according to the gene type of the user,
An object area indicating an object corresponding to the classified attribute,
A genotype region indicating the genotype of the user used for the classification,
An expression frequency region showing the expression frequency of each of all gene types including the gene type of the user and other gene types,
A two-choice area that shows the recommended behavior according to the classified attributes as two-choice,
A display section for displaying a screen including
A health management system comprising:
[Item 2]
The display section displays a Q&A area showing questions and answers regarding health management on the screen,
In the Q&A area, questions and answers according to the classified attributes are displayed.
The health management system according to item 1, which is characterized in that
[Item 3]
The display unit displays a supplement area showing a supplement recommended for the user on the screen,
In the supplement area, supplements according to the classified attributes are shown.
The health management system according to item 1 or 2, which is characterized in that
[Item 4]
In the supplement area, supplements according to lifestyle information of the user are shown.
The health management system according to item 3, which is characterized in that
[Item 5]
A program for providing health management information to a user based on attributes classified according to the gene type of the user,
Computer,
An object area indicating an object corresponding to the classified attribute,
A genotype region indicating the genotype of the user used for the classification,
An expression frequency region showing the expression frequency of each of all gene types including the gene type of the user and other gene types,
A two-choice area that shows the recommended behavior according to the classified attributes as two-choice,
Display means for displaying a screen including
A program characterized by making it function as.
　図１は、本発明の一実施形態に係る健康管理システムの全体構成例を示す図である。本実施形態の健康管理システムは、管理サーバ１を含んで構成される。管理サーバ１は、一又は複数のユーザ端末２と通信ネットワーク３を介して通信可能に接続される。通信ネットワーク３は、たとえばインターネットであり、公衆電話回線網や携帯電話回線網、無線通信路、イーサネット（登録商標）などにより構築される。 FIG. 1 is a diagram showing an example of the overall configuration of a health management system according to an embodiment of the present invention. The health management system of this embodiment includes a management server 1. The management server 1 is communicably connected to one or more user terminals 2 via a communication network 3. The communication network 3 is, for example, the Internet, and is constructed by a public telephone line network, a mobile telephone line network, a wireless communication path, Ethernet (registered trademark), or the like.
　本実施形態の健康管理システムは、ユーザに対して遺伝子検査結果および健康管理情報を提供しようとするものである。本実施形態の健康管理システムは、遺伝子検査で分析されたユーザの肥満遺伝子を形成する遺伝子タイプにより属性（リスクタイプ）を分類し、その属性に応じて健康管理情報を提供する。例えば、肥満遺伝子を形成する遺伝子として、「糖質内臓脂肪」、「脂肪の熱変換」、「脂肪分解・たんぱく質合成」等が知られており、これらの遺伝子の遺伝子タイプによりユーザの属性が分類される。ここで、「糖質内臓脂肪」の遺伝子には、ＡＡ、ＡＧ、ＧＧの遺伝子タイプがあり、遺伝子タイプに応じて糖質による内臓脂肪のつきやすさが異なるとされている。「脂肪の熱変換」の遺伝子には、ＡＡ、ＡＧ、ＧＧの遺伝子タイプがあり、遺伝子タイプに応じて脂肪を熱に変える力が異なるとされている。「脂肪分解たんぱく質合成」の遺伝子には、ＣＣ、ＣＧ、ＧＧの遺伝子タイプがあり、遺伝子タイプに応じて脂肪分解力やたんぱく質の合成力が異なるとされている。本実施形態では、「糖質内臓脂肪」、「脂肪の熱変換」、「脂肪分解・たんぱく質合成」の各遺伝子タイプの組み合わせに応じて、ユーザを８種類の属性のいずれかに分類する。この８種類の属性としては、例えば、低リスクタイプ（属性１）、糖質リスクタイプ（属性２）、脂肪リスクタイプ（属性３）、タンパク質リスクタイプ（属性４）、糖質・脂肪リスクタイプ（属性５）、糖質・タンパク質リスクタイプ（属性６）、脂肪・タンパク質リスクタイプ（属性７）、糖質・脂肪・タンパク質リスクタイプ（属性８）がある。 The health management system of this embodiment is intended to provide a genetic test result and health management information to a user. The health management system of the present embodiment classifies attributes (risk types) according to the gene type forming the obesity gene of the user analyzed by genetic testing, and provides health management information according to the attributes. For example, as genes that form the obesity gene, "carbohydrate visceral fat", "heat conversion of fat", "lipolysis/protein synthesis", etc. are known, and user attributes are classified according to the gene type of these genes. To be done. Here, there are gene types of AA, AG, and GG in the "carbohydrate visceral fat" gene, and it is said that the easiness of visceral fat due to carbohydrate varies depending on the gene type. Genes for "heat conversion of fat" include AA, AG, and GG gene types, and it is said that the ability to convert fat into heat differs depending on the gene type. There are CC, CG, and GG gene types in the "lipolytic protein synthesis" gene, and it is said that the lipolytic power and protein synthetic power differ depending on the gene type. In the present embodiment, the user is classified into any of eight types of attributes according to the combination of each gene type of “sugar visceral fat”, “heat conversion of fat”, and “lipolysis/protein synthesis”. These eight types of attributes include, for example, low risk type (attribute 1), carbohydrate risk type (attribute 2), fat risk type (attribute 3), protein risk type (attribute 4), carbohydrate/fat risk type ( There are attribute 5), carbohydrate/protein risk type (attribute 6), fat/protein risk type (attribute 7), and carbohydrate/fat/protein risk type (attribute 8).
　管理サーバ１は、ユーザに対して遺伝子検査結果と健康管理情報を提供するコンピュータである。管理サーバ１は、たとえば、パーソナルコンピュータやワークステーション、クラウドコンピューティングによる仮想的なコンピュータである。管理サーバ１は、遺伝子検査結果と健康管理情報を表示する要求をユーザ端末２から受け付け、その要求に応じて、遺伝子検査結果と健康管理情報をユーザ端末２に送信する。管理サーバ１は、いわゆるＷｅｂアプリケーションとしてこれらの機能を実行することを想定する。 The management server 1 is a computer that provides the user with genetic test results and health management information. The management server 1 is, for example, a personal computer, a workstation, or a virtual computer based on cloud computing. The management server 1 receives a request to display the genetic test result and the health management information from the user terminal 2, and transmits the genetic test result and the health management information to the user terminal 2 in response to the request. The management server 1 is supposed to execute these functions as a so-called Web application.
　ユーザ端末２は、ユーザが操作するたとえば携帯電話、スマートフォン、タブレットコンピュータ、パーソナルコンピュータなどのコンピュータである。ユーザは、ユーザ端末２を操作して管理サーバ１にアクセスし、ユーザ端末２の画面に自らの遺伝子検査結果と健康管理情報を表示させることができる。 The user terminal 2 is a computer operated by the user, such as a mobile phone, a smartphone, a tablet computer, or a personal computer. The user can operate the user terminal 2 to access the management server 1 and display the genetic test result and health management information of the user on the screen of the user terminal 2.
　図２は、管理サーバ１のハードウェア構成例を示す図である。管理サーバ１は、少なくとも、制御部１０、メモリ１１、ストレージ１２、送受信部１３、入出力部１４等を備え、これらはバス１５を通じて相互に電気的に接続される。制御部１０は、管理サーバ１全体の動作を制御し、各要素間におけるデータの送受信の制御、及びアプリケーションの実行及び認証処理に必要な情報処理等を行う演算装置である。例えば制御部１０はＣＰＵ（Ｃｅｎｔｒａｌ　Ｐｒｏｃｅｓｓｉｎｇ　Ｕｎｉｔ）であり、ストレージ１２に格納されメモリ１１に展開されたプログラム等を実行して各情報処理を実施する。メモリ１１は、ＤＲＡＭ（Ｄｙｎａｍｉｃ　Ｒａｎｄｏｍ　Ａｃｃｅｓｓ　Ｍｅｍｏｒｙ）等の揮発性記憶装置で構成される主記憶と、フラッシュメモリやＨＤＤ（Ｈａｒｄ　Ｄｉｓｃ　Ｄｒｉｖｅ）等の不揮発性記憶装置で構成される補助記憶と、を含む。メモリ１１は、プロセッサ１０のワークエリア等として使用され、また、管理サーバ１の起動時に実行されるＢＩＯＳ（Ｂａｓｉｃ　Ｉｎｐｕｔ／Ｏｕｔｐｕｔ　Ｓｙｓｔｅｍ）、及び各種設定情報等を格納する。ストレージ１２は、アプリケーション・プログラム等の各種プログラムを格納する。各処理に用いられるデータを格納したデータベース（図示せず）がストレージ１２に構築されていてもよい。送受信部１３は、管理サーバ１を通信ネットワーク３に接続する。なお、送受信部１３は、Ｂｌｕｅｔｏｏｔｈ（登録商標）やＷｉ－Ｆｉ（登録商標）などの近距離通信インターフェースを備えていてもよい。入出力部１４は、キーボード・マウス類等の情報入力機器、及びディスプレイ等の出力機器である。バス１５は、上記各要素に共通に接続され、例えば、アドレス信号、データ信号及び各種制御信号を伝達する。 FIG. 2 is a diagram showing a hardware configuration example of the management server 1. The management server 1 includes at least a control unit 10, a memory 11, a storage 12, a transmission/reception unit 13, an input/output unit 14, and the like, which are electrically connected to each other via a bus 15. The control unit 10 is an arithmetic device that controls the overall operation of the management server 1, controls the transmission and reception of data between the respective elements, and executes information processing necessary for execution of applications and authentication processing. For example, the control unit 10 is a CPU (Central Processing Unit) and executes a program or the like stored in the storage 12 and expanded in the memory 11 to perform each information processing. The memory 11 includes a main memory configured by a volatile storage device such as a DRAM (Dynamic Random Access Memory) and an auxiliary storage configured by a non-volatile storage device such as a flash memory or an HDD (Hard Disc Drive). .. The memory 11 is used as a work area or the like of the processor 10, and also stores a BIOS (Basic Input/Output System) executed when the management server 1 is started, and various setting information. The storage 12 stores various programs such as application programs. A database (not shown) that stores data used for each process may be built in the storage 12. The transmission/reception unit 13 connects the management server 1 to the communication network 3. The transmission/reception unit 13 may include a short-range communication interface such as Bluetooth (registered trademark) or Wi-Fi (registered trademark). The input/output unit 14 is an information input device such as a keyboard and a mouse, and an output device such as a display. The bus 15 is commonly connected to each of the above elements and transmits, for example, an address signal, a data signal, and various control signals.
　図３は、管理サーバ１のソフトウェア構成例を示す図である。管理サーバ１は、属性分類部１１１、表示部１１２、遺伝子タイプ情報記憶部１５１、発現頻度情報記憶部１５２、オブジェクト情報記憶部１５３、二者択一情報記憶部１５４、Ｑ＆Ａ情報記憶部１５５、サプリメント情報記憶部１５６、および生活習慣情報記憶部１５７を備える。 FIG. 3 is a diagram showing a software configuration example of the management server 1. The management server 1 includes an attribute classification unit 111, a display unit 112, a gene type information storage unit 151, an expression frequency information storage unit 152, an object information storage unit 153, a binary information storage unit 154, a Q&A information storage unit 155, and a supplement. The information storage unit 156 and the lifestyle information storage unit 157 are provided.
　なお、属性分類部１１１、および表示部１１２は、管理サーバ１が備える制御部１０がストレージ１２に記憶されているプログラムをメモリ１１に読み出して実行することにより実現される。また、遺伝子タイプ情報記憶部１５１、発現頻度情報記憶部１５２、オブジェクト情報記憶部１５３、二者択一情報記憶部１５４、Ｑ＆Ａ情報記憶部１５５、サプリメント情報記憶部１５６、および生活習慣情報記憶部１５７は、メモリ１１およびストレージ１２の少なくともいずれかにより提供される記憶領域の一部として実現される。 The attribute classification unit 111 and the display unit 112 are realized by the control unit 10 included in the management server 1 reading the program stored in the storage 12 into the memory 11 and executing the program. Further, the gene type information storage unit 151, the expression frequency information storage unit 152, the object information storage unit 153, the alternative information storage unit 154, the Q&A information storage unit 155, the supplement information storage unit 156, and the lifestyle information storage unit 157. Is realized as a part of a storage area provided by at least one of the memory 11 and the storage 12.
　遺伝子タイプ情報記憶部１５１は、ユーザの遺伝子タイプに関する情報（以下、遺伝子タイプ情報という。）を記憶する。図４は、遺伝子タイプ情報記憶部１５１に記憶される遺伝子タイプ情報の構成例を示す図である。同図に示すように、遺伝子タイプ情報には、ユーザ情報（ユーザＩＤ）に対応付けて、肥満遺伝子を形成する遺伝子である「糖質内臓脂肪」、「脂肪の熱変換」、「脂肪分解・たんぱく質合成」の各遺伝子タイプが含まれる。 The gene type information storage unit 151 stores information related to a user's gene type (hereinafter referred to as gene type information). FIG. 4 is a diagram showing a configuration example of gene type information stored in the gene type information storage unit 151. As shown in the figure, the gene type information is associated with user information (user ID), and is a gene that forms an obesity gene, "carbohydrate visceral fat," "heat conversion of fat," "lipolysis/ Each protein type of "protein synthesis" is included.
　発現頻度情報記憶部１５２は、遺伝子タイプの発現頻度に関する情報（以下、発現頻度情報という。）を記憶する。図５は、発現頻度情報記憶部１５２に記憶される発現頻度情報の構成例を示す図である。同図に示すように、発現頻度情報には、内臓脂肪情報、熱変換情報、分解・合成情報が含まれる。内臓脂肪情報には、「糖質内臓脂肪」の発現頻度として全ユーザの遺伝子タイプの分布（人数）と割合（％）が含まれる。熱変換情報には、「脂肪の熱変換」の発現頻度として全ユーザの遺伝子タイプの分布（人数）と割合（％）が含まれる。分解・合成情報には、「脂肪分解・たんぱく質合成」の発現頻度として全ユーザの遺伝子タイプの分布（人数）と割合（％）が含まれる。 The expression frequency information storage unit 152 stores information on the expression frequency of the gene type (hereinafter referred to as expression frequency information). FIG. 5 is a diagram showing a configuration example of expression frequency information stored in the expression frequency information storage unit 152. As shown in the figure, the expression frequency information includes visceral fat information, heat conversion information, and decomposition/synthesis information. The visceral fat information includes the distribution (the number of people) and the ratio (%) of the genotypes of all the users as the expression frequency of the “carbohydrate visceral fat”. The heat conversion information includes the distribution (the number of people) and the ratio (%) of the genotypes of all users as the expression frequency of “heat conversion of fat”. The decomposition/synthesis information includes the distribution (the number of people) and the ratio (%) of the gene types of all users as the expression frequency of “lipolysis/protein synthesis”.
　オブジェクト情報記憶部１５３は、ユーザに提示するオブジェクト画像に関する情報（以下、オブジェクト情報という。）を記憶する。オブジェクト情報には、各属性（リスクタイプ）に対応付けて、オブジェクト画像（画像情報）がそれぞれ含まれる。例えば、低リスクタイプ（属性１）には、健康的なキャラクタと低リスクタイプに関連するコメントを示す画像などが対応付けられている。 The object information storage unit 153 stores information on the object image presented to the user (hereinafter referred to as object information). The object information includes the object image (image information) in association with each attribute (risk type). For example, a low risk type (attribute 1) is associated with a healthy character and an image showing a comment related to the low risk type.
　二者択一情報記憶部１５４は、ユーザに提示する二者択一画像に関する情報（以下、二者択一情報という。）を記憶する。二者択一情報には、各属性（リスクタイプ）に対応付けて、一又は複数の二者択一画像（画像情報）がそれぞれ含まれる。例えば、糖質リスクタイプ（属性２）には、日本酒に「×」、ウィスキーに「○」が付けられた二者択一（推奨行動）と糖質リスクタイプに関するコメントを示す画像が対応付けられている。この二者択一（推奨行動）に関する画像では、日本酒は糖質が多く、ウィスキーは糖質が少ないため、いずれかを摂取するのであればウィスキーを推奨することが示されている。 The alternative information storage unit 154 stores information about alternative images presented to the user (hereinafter referred to as alternative information). The alternative information includes one or a plurality of alternative images (image information) in association with each attribute (risk type). For example, a sugar risk type (attribute 2) is associated with an alternative (recommended behavior) in which sake is marked with "x" and whiskey is marked with "○" and an image showing a comment regarding the sugar risk type. ing. The image of this alternative (recommended behavior) shows that sake has a high sugar content and whiskey has a low sugar content, so whiskey is recommended if either is ingested.
　Ｑ＆Ａ情報記憶部１５５は、ユーザに提示するＱ＆Ａ画像に関する情報（以下、Ｑ＆Ａ情報という。）を記憶する。Ｑ＆Ａ情報には、各属性（リスクタイプ）に対応付けて、一又は複数のＱ＆Ａ画像（画像情報）がそれぞれ含まれる。例えば、脂肪リスクタイプ（属性３）には、「食べ物を選ぶ際に気をつけることはありますか？」という質問と、その質問に対して「脂が控えめでたんぱく質が多いものを食べることが大事！」という回答が示される画像が対応付けられる。なお、属性に対応付けられているＱ＆Ａは、その属性のユーザから頻出される質問とその回答（ＦＡＱ）であってもよい。また、属性に対応付けられているＱ＆Ａには、その属性で不足しやすい又は過多になりやすい栄養素を多く含む食材のランキング等を示してもよい。 The Q&A information storage unit 155 stores information about the Q&A image presented to the user (hereinafter referred to as Q&A information). The Q&A information includes one or more Q&A images (image information) in association with each attribute (risk type). For example, for the fat risk type (attribute 3), the question “Do you have any precautions when choosing food?” and the question “It is important to eat foods that are low in fat and high in protein”. The image showing the answer "!" is associated. The Q&A associated with the attribute may be a question frequently asked by a user having the attribute and an answer (FAQ). Further, the Q&A associated with the attribute may indicate the ranking of foods containing a large amount of nutrients that are likely to be insufficient or excessive in the attribute.
　サプリメント情報記憶部１５６は、サプリメントに関する情報（以下、サプリメント情報という。）を記憶する。図６は、サプリメント情報記憶部１５６に記憶されるサプリメント情報の構成例を示す図である。同図に示すように、サプリメント情報には、サプリメント詳細情報、および属性情報が含まれる。サプリメント詳細情報には、サプリメント名に対応付けて、解決または改善し得る悩み、含有される栄養素、およびユーザに推奨（提示）するためのサプリメント画像が含まれる。属性情報には、各属性（リスクタイプ）に対応付けて、健康管理に有効とされるサプリメント名が含まれる。 The supplement information storage unit 156 stores information on supplements (hereinafter referred to as supplement information). FIG. 6 is a diagram showing a configuration example of supplement information stored in the supplement information storage unit 156. As shown in the figure, the supplement information includes supplement detailed information and attribute information. The supplement detailed information includes a worry that can be solved or improved, a nutrient contained, and a supplement image for recommending (presenting) to the user in association with the supplement name. The attribute information includes a supplement name that is effective for health management in association with each attribute (risk type).
　生活習慣情報記憶部１５７は、生活習慣に関する情報（以下、生活習慣情報という。）を記憶する。図７は、生活習慣情報記憶部１５７に記憶される生活習慣情報の構成例を示す図である。生活習慣情報には、ユーザ情報（ユーザＩＤ）に対応付けて、悩み、栄養摂取情報が含まれる。悩みには、ユーザが健康に関して悩んでいる項目が含まれる。栄養摂取情報は、ユーザが１日に摂取している栄養バランスや栄養素を特定する情報であり、たんぱく質、脂質、および炭水化物の摂取割合や、各種ビタミン、カルシウム、鉄分等の摂取量が含まれる。これらの情報によって、ユーザに不足している栄養素を特定することができる。なお、この生活習慣情報は、ユーザが遺伝子検査キットとともに送付（回答）したアンケート用紙に記載された内容に基づく情報でもよいし、ユーザ端末２から送信されたＷｅｂアンケートの回答に基づく情報であってもよい。 The lifestyle information storage unit 157 stores information on lifestyle (hereinafter referred to as lifestyle information). FIG. 7 is a diagram showing a configuration example of lifestyle information stored in the lifestyle information storage unit 157. The lifestyle information includes worries and nutrition intake information in association with user information (user ID). The worries include items in which users are worried about their health. The nutrition intake information is information that identifies the nutritional balance and nutrients that the user is ingesting in a day, and includes the intake ratios of proteins, lipids, and carbohydrates, and the intake amounts of various vitamins, calcium, iron, and the like. Based on these pieces of information, the nutrients that the user lacks can be specified. It should be noted that this lifestyle information may be information based on the contents described in the questionnaire sheet sent (answered) by the user together with the genetic test kit, or information based on the answers to the Web questionnaire sent from the user terminal 2. Good.
　属性分類部１１１は、ユーザの遺伝子タイプからユーザの属性を分類する。本実施形態では、属性分類部１１１は、肥満遺伝子を形成する遺伝子である「糖質内臓脂肪」、「脂肪の熱変換」、「脂肪分解・たんぱく質合成」の各遺伝子タイプの組み合わせにより、ユーザの属性を属性１ないし属性８のいずれか１つに分類する。 The attribute classification unit 111 classifies user attributes based on the user's gene type. In the present embodiment, the attribute classifying unit 111 uses the combination of the gene types “glyco-visceral fat”, “fat heat conversion”, and “lipolysis/protein synthesis” that are genes forming the obesity gene, according to the user's combination. The attributes are classified into any one of the attributes 1 to 8.
　表示部１１２は、ユーザに遺伝子検査結果と健康管理情報を提供する画像を生成し、生成した画像をユーザ端末２に送信して、共通の画面（スクロール可能に構成された画面であってもよい）に表示させる。本実施形態では、表示部１１２は、オブジェクト情報、遺伝子タイプ情報、発現頻度情報、二者択一情報、Ｑ＆Ａ情報、およびサプリメント情報を含む画像を生成する。表示部１１２は、たとえば、ＨＴＭＬによるフォーム形式でユーザ端末２に生成した画像を送信することができる。 The display unit 112 generates an image that provides the user with the genetic test result and the health management information, transmits the generated image to the user terminal 2, and displays a common screen (which may be a scrollable screen). ) Is displayed. In the present embodiment, the display unit 112 generates an image including object information, gene type information, expression frequency information, alternative information, Q&A information, and supplement information. The display unit 112 can transmit the generated image to the user terminal 2 in the HTML form format, for example.
　図８は、管理サーバ１により実行される処理について説明する図である。この処理は、例えばユーザ端末２においてユーザが自らの遺伝子検査結果と健康管理情報を画面に表示させる要求をした場合に開始される。また、図９ないし図１４は、ユーザ端末２において提示（表示）される画面例を示す図である。 FIG. 8 is a diagram illustrating processing executed by the management server 1. This process is started, for example, when the user requests the user terminal 2 to display his/her genetic test result and health care information on the screen. 9 to 14 are diagrams showing examples of screens presented (displayed) on the user terminal 2.
　属性分類部１１１は、遺伝子タイプ情報記憶部１５１に含まれるユーザの遺伝子タイプ情報を参照して、ユーザの属性を分類する（Ｓ２０１）。本実施形態では、属性分類部１１１は、例えば属性を分類するための属性テーブルを用いて、ユーザの属性を分類する。例えば、属性分類部１１１は、ユーザの遺伝子タイプが、「糖質内臓脂肪」はＡＡ、「脂肪の熱変換」はＡＡ、「脂肪分解・たんぱく質合成」はＣＣである場合、ユーザの属性を低リスクタイプ（属性１）に分類する。 The attribute classification unit 111 classifies user attributes by referring to the user's gene type information contained in the gene type information storage unit 151 (S201). In the present embodiment, the attribute classification unit 111 classifies the attributes of the user by using, for example, an attribute table for classifying the attributes. For example, when the user's genotype is AA for “sugar visceral fat”, AA for “heat conversion of fat”, and CC for “lipolysis/protein synthesis”, the attribute classification unit 111 lowers the attribute of the user. Classify into risk types (attribute 1).
　表示部１１２は、オブジェクト情報記憶部１５３を参照してステップＳ２０１で分類されたユーザの属性に対応するオブジェクト画像を取得し、遺伝子検査結果としての「オブジェクト」を提示するためのオブジェクト領域に適用する（Ｓ２０２）。図９は、オブジェクト領域に表示される画面の一例を示す図である。同図では、脂肪リスクタイプ（属性３）に対応するオブジェクトとコメントが示されている。 The display unit 112 refers to the object information storage unit 153, acquires the object image corresponding to the user attribute classified in step S201, and applies the object image to the object area for presenting the “object” as the genetic test result. (S202). FIG. 9 is a diagram showing an example of a screen displayed in the object area. In the figure, objects and comments corresponding to the fat risk type (attribute 3) are shown.
　表示部１１２は、ステップＳ２０１の分類に用いられたユーザの遺伝子タイプを示す画像を生成して、遺伝子検査結果としての「遺伝子タイプ」を提示するための遺伝子タイプ領域に適用する（Ｓ２０３）。表示部１１２は、ユーザの「糖質内臓脂肪」の遺伝子タイプを遺伝子タイプ領域の第一領域に適用し、ユーザの「脂肪の熱変換」の遺伝子タイプを遺伝子タイプ領域の第二領域に適用し、ユーザの「脂肪分解・たんぱく質合成」の遺伝子タイプを遺伝子タイプ領域の第三領域に適用する。図１０は、遺伝子タイプ領域の第一領域に表示される画面の一例を示す図である。同図では、ユーザの「糖質内臓脂肪」の遺伝子タイプがＡＡであることが示されている。なお、この画面において、ユーザから上下または左右に画面をスクロールする操作指示があった場合、遺伝子タイプ領域の第二領域および第三領域が示される。 The display unit 112 generates an image showing the gene type of the user used for the classification in step S201, and applies it to the gene type region for presenting the “gene type” as the genetic test result (S203). The display unit 112 applies the user's “carbohydrate fat” genotype to the first region of the genotype region, and applies the user's “heat conversion of fat” genotype to the second region of the genotype region. , Apply the user's "lipolysis/protein synthesis" genotype to the third region of the genotype region. FIG. 10 is a diagram showing an example of a screen displayed in the first region of the gene type region. In the same figure, it is shown that the gene type of “sugar visceral fat” of the user is AA. In this screen, when the user gives an operation instruction to scroll the screen vertically or horizontally, the second and third regions of the gene type region are displayed.
　表示部１１２は、発現頻度情報記憶部１５２に含まれる発現頻度情報を取得し、当該取得した発現頻度情報とステップＳ２０１の分類に用いられたユーザの遺伝子タイプを示す画像を生成して、遺伝子検査結果としての「発現頻度」と「遺伝子タイプ」を提示するための発現頻度領域に適用する（Ｓ２０４）。表示部１１２は、「糖質内臓脂肪」の発現頻度とユーザの遺伝子タイプを示す画像を発現頻度領域の第一領域に適用し、「脂肪の熱変換」の発現頻度とユーザの遺伝子タイプを示す画像を発現頻度領域の第二領域に適用し、「脂肪分解・たんぱく質合成」の発現頻度とユーザの遺伝子タイプを示す画像を発現頻度領域の第三領域に適用する。図１１は、発現頻度領域の第一領域に表示される画面の一例を示す図である。同図では、「糖質内臓脂肪」の遺伝子に関して、ユーザの遺伝子タイプがＡＡであることや、他の遺伝子タイプを含む全ての遺伝子タイプ（ＡＡ、ＡＧ、ＧＧ）それぞれの発現頻度の割合（％）がグラフで示されている。すなわち、この画面により、ユーザは自分の遺伝子タイプが全体（全ユーザ）の中でどの程度の割合を占めているのかが理解できる。なお、この画面において、ユーザから上下または左右に画面をスクロールする操作指示があった場合、発現頻度領域の第二領域および第三領域が示される。 The display unit 112 acquires the expression frequency information included in the expression frequency information storage unit 152, generates an image indicating the acquired expression frequency information and the gene type of the user used for the classification in step S201, and performs the genetic test. It is applied to the expression frequency region for presenting the resulting “expression frequency” and “genotype” (S204). The display unit 112 applies an image showing the expression frequency of “sugar visceral fat” and the gene type of the user to the first region of the expression frequency region to show the expression frequency of “heat conversion of fat” and the gene type of the user. The image is applied to the second region of the expression frequency region, and the image showing the expression frequency of "lipolysis/protein synthesis" and the gene type of the user is applied to the third region of the expression frequency region. FIG. 11 is a diagram showing an example of a screen displayed in the first area of the expression frequency area. In the same figure, regarding the gene of "carbohydrate visceral fat", the gene type of the user is AA, and the ratio (%) of the expression frequency of all gene types (AA, AG, GG) including other gene types ) Is shown in the graph. That is, from this screen, the user can understand the proportion of his/her gene type in the whole (all users). In this screen, when the user gives an operation instruction to scroll the screen vertically or horizontally, the second region and the third region of the expression frequency region are displayed.
　表示部１１２は、二者択一情報記憶部１５４を参照してステップＳ２０１で分類されたユーザの属性に対応する一又は複数の二者択一画像を取得し、健康管理情報としての「推奨行動」を提示するための二者択一領域に適用する（Ｓ２０５）。図１２は、二者択一領域に表示される画面の一例を示す図である。同図では、脂肪リスクタイプ（属性３）に応じた二者択一画像として、サーロインに「×」、ヒレに「○」が付けられた二者択一と脂肪リスクに関するコメントが示されている。なお、適用された二者択一画像が複数存在する場合は、この画面において、ユーザから上下または左右に画面をスクロールする操作指示があると、他の二者択一画像が示される。 The display unit 112 refers to the alternative information storage unit 154, acquires one or a plurality of alternative images corresponding to the user attributes classified in step S201, and obtains “recommended action” as health management information. Is applied to the alternative area for presenting "(S205). FIG. 12 is a diagram showing an example of a screen displayed in the alternative area. In the same figure, as an alternative image according to the fat risk type (attribute 3), an alternative image in which "x" is attached to the sirloin and "○" is attached to the fin, and a comment regarding the fat risk is shown. .. In addition, when there are a plurality of applied alternative images, when the user gives an operation instruction to scroll the screen up, down, left, or right, another alternative image is displayed on this screen.
　表示部１１２は、Ｑ＆Ａ情報記憶部１５５を参照してステップＳ２０１で分類されたユーザの属性に対応する一又は複数のＱ＆Ａ画像を取得し、健康管理情報としての「Ｑ＆Ａ」を提示するためのＱ＆Ａ領域に適用する（Ｓ２０６）。図１３は、Ｑ＆Ａ領域に表示される画面の一例を示す図である。同図では、脂肪リスクタイプ（属性３）に応じたＱ＆Ａ画像が示されている。なお、適用されたＱ＆Ａ画像が複数存在する場合、この画面において、ユーザから上下または左右に画面をスクロールする操作指示があると、他のＱ＆Ａ画像が示される。 The display unit 112 refers to the Q&A information storage unit 155, acquires one or more Q&A images corresponding to the user attributes classified in step S201, and presents the Q&A as health management information. It is applied to the area (S206). FIG. 13 is a diagram showing an example of a screen displayed in the Q&A area. In the figure, Q&A images corresponding to the fat risk type (attribute 3) are shown. When there are a plurality of applied Q&A images, another Q&A image is displayed when the user gives an operation instruction to scroll the screen up/down or left/right on this screen.
　表示部１１２は、サプリメント情報記憶部１５６を参照して、ステップＳ２０１で分類されたユーザの属性、および／または生活習慣情報記憶部１５７に含まれる悩みや栄養摂取情報に基づくサプリメント画像を取得し、健康管理情報としての「推奨サプリメント」を提示するためのサプリメント領域に適用する（Ｓ２０７）。本実施形態では、表示部１１２は、ユーザの属性に応じたサプリメントのサプリメント画像をサプリメント領域の第一領域に適用し、ユーザの悩みに応じたサプリメントのサプリメント画像をサプリメント領域の第二領域に適用し、ユーザの不足している栄養素に応じたサプリメントのサプリメント画像をサプリメント領域の第三領域に適用する。図１４は、サプリメント領域の第一領域に表示される画面の一例を示す図である。同図では、低リスクタイプ（属性１）に応じたサプリメント画像が示されている。この画面において、ユーザにより「さらに詳しく」ボタンが押下されると、サプリメントの詳細説明とともに、このサプリメントの購入画面に遷移するボタンを含む画面が示される。なお、この画面において、ユーザから上下または左右に画面をスクロールする操作指示があった場合、サプリメント領域の第二領域および第三領域が示される。 The display unit 112 refers to the supplement information storage unit 156 and acquires the supplement image based on the user attributes classified in step S201 and/or the trouble and nutrition intake information included in the lifestyle information storage unit 157, It is applied to the supplement area for presenting the “recommended supplement” as the health management information (S207). In the present embodiment, the display unit 112 applies the supplement image of the supplement corresponding to the attribute of the user to the first area of the supplement area, and applies the supplement image of the supplement corresponding to the user's trouble to the second area of the supplement area. Then, the supplement image of the supplement corresponding to the nutrient lacking by the user is applied to the third region of the supplement region. FIG. 14 is a diagram showing an example of a screen displayed in the first area of the supplement area. In the figure, supplement images corresponding to the low risk type (attribute 1) are shown. When the user presses the "more details" button on this screen, a screen including a button for transitioning to the supplement purchase screen is shown together with a detailed description of the supplement. It should be noted that on this screen, when the user gives an operation instruction to scroll the screen up and down or left and right, the second region and the third region of the supplement region are displayed.
　なお、表示部１１２は、サプリメント領域の第一領域ないし第三領域にサプリメント画像を適用する際、同一のサプリメントが重複しないようにする。また、表示部１１２は、サプリメント領域の第一領域ないし第三領域に適用したサプリメント画像に係るサプリメントのうち、同時に摂取すべきではないサプリメントを除外することとしてもよい。 Note that the display unit 112 prevents the same supplement from overlapping when applying the supplement image to the first region to the third region of the supplement region. Further, the display unit 112 may exclude supplements that should not be taken at the same time from the supplements related to the supplement image applied to the first region to the third region of the supplement region.
　表示部１１２は、ステップＳ２０２ないしステップＳ２０７において各領域（オブジェクト領域、遺伝子タイプ領域、発現頻度領域、二者択一領域、Ｑ＆Ａ領域、およびサプリメント領域）に適用した各画像を、ユーザに提供する遺伝子検査結果および健康管理情報としてユーザ端末２に送信し、当該適用した各画像を含む画面を表示させる（Ｓ２０８）。 The display unit 112 provides the user with each image applied to each region (object region, gene type region, expression frequency region, alternative region, Q&A region, and supplement region) in step S202 to step S207. The inspection result and the health management information are transmitted to the user terminal 2, and a screen including each applied image is displayed (S208).
　以上、本実施形態について説明したが、上記実施形態は本発明の理解を容易にするためのものであり、本発明を限定して解釈するためのものではない。本発明は、その趣旨を逸脱することなく、変更、改良され得ると共に、本発明にはその等価物も含まれる。 Although the present embodiment has been described above, the above embodiment is for facilitating the understanding of the present invention and is not for limiting the interpretation of the present invention. The present invention can be modified and improved without departing from the spirit thereof, and the present invention also includes equivalents thereof.
　本実施形態では、管理サーバ１が機能部と記憶部とを両方備えているものとしたが、これに限らず、たとえば、記憶部をデータベースサーバが備えるようにし、管理サーバ１からデータベースサーバにアクセスするようにしてもよい。また、本実施形態では、属性分類部１１１ないし生活習慣情報記憶部１５７は、管理サーバ１に設けられる場合を説明したが、これらの全部又は一部は、ユーザ端末２に設けられてもよい。 In the present embodiment, the management server 1 includes both the functional unit and the storage unit, but the present invention is not limited to this. For example, the storage unit may be included in the database server, and the management server 1 may access the database server. You may do so. Further, although the case where the attribute classification unit 111 or the lifestyle information storage unit 157 is provided in the management server 1 has been described in the present embodiment, all or part of these may be provided in the user terminal 2.
　本実施形態では、表示部１１２は、ユーザの属性に応じたオブジェクト画像、Ｑ＆Ａ画像、二者択一画像、およびサプリメント画像を各領域に適用することとしたが、ユーザの遺伝子タイプに応じてこれらを各領域に適用してもよい。 In the present embodiment, the display unit 112 applies the object image, the Q&A image, the alternative image, and the supplement image according to the user's attribute to each region, but these may be applied according to the gene type of the user. May be applied to each area.
　本実施形態では、表示部１１２は、遺伝子タイプ領域および発現頻度領域において、ユーザの遺伝子タイプを示すこととしたが、発現頻度領域においてユーザの遺伝子タイプを示している領域を遺伝子タイプ領域としてもよい。 In the present embodiment, the display unit 112 indicates the gene type of the user in the gene type region and the expression frequency region, but the region indicating the gene type of the user in the expression frequency region may be the gene type region. ..
　本実施形態では、表示部１１２は、発現頻度領域において、全ての遺伝子タイプそれぞれの発現頻度の割合を示すこととしたが、発現頻度を割合ではなく人数で示すこととしてもよい。 In the present embodiment, the display unit 112 indicates the ratio of the expression frequencies of all the gene types in the expression frequency region, but the expression frequency may be indicated by the number of people instead of the ratio.
　本実施形態では、発現頻度情報には、全ユーザの遺伝子タイプに関する情報（分布と割合）が含まれることとしたが、一部のユーザの遺伝子タイプに関する情報が含まれることとしてもよい。また、発現頻度情報には、統計情報等に基づく値が含まれることとしてもよい。 In the present embodiment, the expression frequency information includes the information (distribution and ratio) about the gene types of all users, but may include the information about the gene types of some users. Further, the expression frequency information may include a value based on statistical information or the like.
　本実施形態では、二者択一情報として、食品等の摂取に関する推奨行動を例として挙げたが、健康管理に関する推奨行動であればよく、運動や睡眠に関するものでもよい。 In the present embodiment, as the alternative information, the recommended behavior regarding the intake of food or the like has been described as an example, but any recommended behavior regarding health management, such as exercise or sleep, may be used.
　本実施形態では、肥満に関する遺伝子検査結果および健康管理情報をユーザに提供することとしたが、肌質、酒酔いやすさ、睡眠、および検診（高血糖、脂質・コレステロール、高血圧、肝機能代謝、痛風など）に関する遺伝子検査結果および健康管理情報を提供することとしてもよい。 In the present embodiment, the genetic test result and health management information regarding obesity are provided to the user. However, skin quality, susceptibility to alcohol, sleep, and examination (hyperglycemia, lipid/cholesterol, high blood pressure, liver function metabolism, It may be possible to provide genetic test results and health care information regarding gout).
　　１　　　管理サーバ
　　２　　　ユーザ端末
　　３　　　通信ネットワーク
　　１１１　属性分類部
　　１１２　表示部
　　１５１　遺伝子タイプ情報記憶部
　　１５２　発現頻度情報記憶部
　　１５３　オブジェクト情報記憶部
　　１５４　二者択一情報記憶部
　　１５５　Ｑ＆Ａ情報記憶部
　　１５６　サプリメント情報記憶部
　　１５７　生活習慣情報記憶部 1 Management Server 2 User Terminal 3 Communication Network 111 Attribute Classification Section 112 Display Section 151 Gene Type Information Storage Section 152 Expression Frequency Information Storage Section 153 Object Information Storage Section 154 Alternative Information Storage Section 155 Q&A Information Storage Section 156 Supplement Information Storage Department 157 Lifestyle information storage

Claims (5)

  1. 　ユーザの遺伝子タイプにより分類された属性に基づいて、ユーザに健康管理情報を提供する健康管理システムであって、
    　前記分類された属性に対応するオブジェクトを示すオブジェクト領域と、
    　前記分類に用いられたユーザの遺伝子タイプを示す遺伝子タイプ領域と、
    　前記ユーザの遺伝子タイプおよび他の遺伝子タイプを含む全ての遺伝子タイプそれぞれの発現頻度を示す発現頻度領域と、
    　前記分類された属性に応じた推奨行動を二者択一で示す二者択一領域と、
    　を共通の画面に表示させる表示部、
    　を備えることを特徴とする健康管理システム。     A health management system for providing health management information to a user based on attributes classified according to the gene type of the user,
    An object area indicating an object corresponding to the classified attribute,
    A genotype region indicating the genotype of the user used for the classification,
    An expression frequency region showing the expression frequency of each of all gene types including the gene type of the user and other gene types,
    A two-choice area that shows the recommended behavior according to the classified attributes as two-choice,
    , Which displays on a common screen,
    A health management system comprising:
  2. 　前記表示部は、健康管理に関する質問および回答を示すＱ＆Ａ領域を前記画面に表示させ、
    　前記Ｑ＆Ａ領域には、前記分類された属性に応じた質問および回答が示される、
    　ことを特徴する請求項１に記載の健康管理システム。     The display section displays a Q&A area showing questions and answers regarding health management on the screen,
    In the Q&A area, questions and answers according to the classified attributes are displayed.
    The health management system according to claim 1, wherein:
  3. 　前記表示部は、前記ユーザに推奨するサプリメントを示すサプリメント領域を前記画面に表示させ、
    　前記サプリメント領域には、前記分類された属性に応じたサプリメントが示される、
    　ことを特徴する請求項１又は２に記載の健康管理システム。     The display unit displays a supplement area showing a supplement recommended for the user on the screen,
    In the supplement area, supplements according to the classified attributes are shown.
    The health care system according to claim 1 or 2, characterized in that.
  4. 　前記サプリメント領域には、前記ユーザの生活習慣情報に応じたサプリメントが示される、
    　ことを特徴する請求項３に記載の健康管理システム。     In the supplement area, supplements according to lifestyle information of the user are shown.
    The health management system according to claim 3, wherein:
  5. 　ユーザの遺伝子タイプにより分類された属性に基づいて、ユーザに健康管理情報を提供するプログラムであって、
    　コンピュータを、
    　前記分類された属性に対応するオブジェクトを示すオブジェクト領域と、
    　前記分類に用いられたユーザの遺伝子タイプを示す遺伝子タイプ領域と、
    　前記ユーザの遺伝子タイプおよび他の遺伝子タイプを含む全ての遺伝子タイプそれぞれの発現頻度を示す発現頻度領域と、
    　前記分類された属性に応じた推奨行動を二者択一で示す二者択一領域と、
    　を含む画面を表示させる表示手段、
    　として機能させることを特徴とするプログラム。     A program for providing health management information to a user based on attributes classified according to the gene type of the user,
    Computer,
    An object area indicating an object corresponding to the classified attribute,
    A genotype region indicating the genotype of the user used for the classification,
    An expression frequency region showing the expression frequency of each of all gene types including the gene type of the user and other gene types,
    A two-choice area that shows the recommended behavior according to the classified attributes as two-choice,
    Display means for displaying a screen including
    A program characterized by making it function as.
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Citations (5)

* Cited by examiner, † Cited by third party
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JPS6254324B2 (en) * 1983-03-10 1987-11-14 Ichimaru Fuarukosu Kk
JP2016071721A (en) * 2014-09-30 2016-05-09 株式会社ＤｅＮＡライフサイエンス Genetic testing result presentation device, avatar image generation device, and genetic testing result presentation method
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JPS6254324B2 (en) * 1983-03-10 1987-11-14 Ichimaru Fuarukosu Kk
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JP2016071721A (en) * 2014-09-30 2016-05-09 株式会社ＤｅＮＡライフサイエンス Genetic testing result presentation device, avatar image generation device, and genetic testing result presentation method
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