Embodiment
Below in conjunction with accompanying drawing in the embodiment of the present application, the technical scheme in the embodiment of the present application is carried out clear, complete
Ground is described, it is clear that described embodiment is only some embodiments of the present application, rather than whole embodiments.Generally exist
The component of the embodiment of the present application described and illustrated in accompanying drawing can be arranged and designed with a variety of configurations herein.Cause
This, the detailed description of the embodiments herein to providing in the accompanying drawings is not intended to limit claimed the application's below
Scope, but it is merely representative of the selected embodiment of the application.Based on embodiments herein, those skilled in the art are not doing
The every other embodiment obtained on the premise of going out creative work, belongs to the scope of the application protection.
It should be noted that:Similar label and letter represents similar terms in following accompanying drawing, therefore, once a certain Xiang Yi
It is defined in individual accompanying drawing, then it further need not be defined and explained in subsequent accompanying drawing.Meanwhile, the application's
In description, term " first ", " second " etc. are only used for distinguishing description, and it is not intended that indicating or implying relative importance.
Fig. 1 shows a kind of structured flowchart for the electronic equipment 100 that can be applied in the embodiment of the present invention.As shown in figure 1,
Electronic equipment 100 includes memory 102, storage control 104, one or more (one is only shown in figure) processors 106, outer
If interface 108, radio-frequency module 110 etc..These components are mutually communicated by one or more communication bus/signal wire 116.
Memory 102 can be used for storage software program and module, such as the nutrition guide scheme in the embodiment of the present invention
Acquisition methods and the corresponding programmed instruction/module of device, processor 106 are stored in the software journey in memory 102 by operation
Sequence and module, so that various function application and data processing are performed, such as nutrition guide scheme provided in an embodiment of the present invention
Acquisition methods.In addition, memory can be also used for storing the health data of user in the present embodiment, value-at-risk, gene data,
And the one or more in the nutrition guide scheme generated according to gene data etc..In addition, the data of memory storage also may be used
To be stored in cloud database, and it can be obtained from cloud database.
Memory 102 may include high speed random access memory, may also include nonvolatile memory, such as one or more magnetic
Property storage device, flash memory or other non-volatile solid state memories.Processor 106 and other possible components are to storage
The access of device 102 can be carried out under the control of storage control 104.
Various input/output devices are coupled to processor 106 and memory 102 by Peripheral Interface 108.In some implementations
In example, Peripheral Interface 108, processor 106 and storage control 104 can be realized in one single chip.In some other reality
In example, they can be realized by independent chip respectively.
Radio-frequency module 110 is used to receiving and sending electromagnetic wave, realizes the mutual conversion of electromagnetic wave and electric signal, so that with
Communication network or other equipment are communicated.
It is appreciated that the structure shown in Fig. 1 be only signal, electronic equipment 100 may also include it is more more than shown in Fig. 1 or
Less component, or with the configuration different from shown in Fig. 1.Each component shown in Fig. 1 can using hardware, software or its
Combination is realized.
In the embodiment of the present invention, electronic equipment 100 can be PC (personalcomputer, PC), flat board
Computer, smart mobile phone, personal digital assistant (personal digitalassistant, PDA), mobile unit, wearable device,
Server etc..
First embodiment
The embodiment of the present application provides a kind of nutrition guide scheme acquisition methods, refers to Fig. 2, this method includes:
Step S110:Receive user's input includes physical signs, biochemical indicator, life style, itself medical history and family
The health data of one or more data in race's medical history.
In the present embodiment, can be made by the form of questionnaire user input physical signs, biochemical indicator, life style, from
One or more data formation health data in body medical history and family's medical history, certainly, can also include it in health data
His data, are not limited in the present embodiment.If in addition, there is the healthy number of user in other accounts such as medical account of user
According to the health data of user can also be introduced directly into.
Wherein, physical signs can include sex, age, height, body weight, heart rate, blood pressure etc..Certainly, physical signs
The information specifically included can not limited in the present embodiment with more or less.
Biochemical indicator can include HDL-C, LDL-C, T-CHOL, glycerine three
Ester, fasting blood glucose level etc..The information that biochemical indicator is specifically included can also be more or less, in the present embodiment not
Limit.
Life style can be included in daily smoking capacity, drinking amount, intake of various nutriments etc..Life style
The information specifically included can also be more or less, do not limit in the present embodiment.
Itself medical history can include the disease that user once suffered from or suffered from now, such as hypertension, diabetes, the universal heart
Force failure, universal myocardial infarction, coronary heart disease, angiocardiopathy history, the obvious noise of heart, left ventricular hypertrophy, atrium
Vibration, congestive heart failure medical history, myocardial infarction, palsy medical history, TIA medical history etc..Itself medical history of user
Determined by the actual conditions of user.
Family's medical history can include the disease that lineal relative or some collaterals suffered from or suffered from now, such as high blood
Pressure, diabetes, breast cancer, colorectal cancer, cancer of pancreas etc..Its specifying information actually enters determination, this reality also according to user's
Apply and the information that user can input is not limited in example.
Step S120:According to the health data and disease risks assessment algorithm, the value-at-risk of a variety of diseases is obtained.
The risk assessment algorithm that the present embodiment is provided incorporates authoritative scientific research result and lot of documents information, including
NCCN guides and large-scale crowd cohort study result, form a set of risk evaluation model for various disease.Pass through the wind
Dangerous assessment algorithm, is analyzed the health data of input, is calculated, and obtains the value-at-risk of a variety of diseases of user.Furthermore it is also possible to
Exported by output module for user and show the value-at-risk of every kind of disease.For example, the disease risks assessment algorithm can be not
Large-scale authority's research algorithm such as thunder Framingham cardiac studies, the specific algorithm is not limited in the present embodiment.
In the present embodiment, it preferably can be that risk assessment is carried out to various chronic diseases, obtain the risk of specific chronic disease
Assessed value.
Further, the disease risks value obtained in the present embodiment can be described in every kind of disease in the disease of default species
The ill value-at-risk of user, or one or more diseases are described in corresponding preset time period in the disease of default species
The ill value-at-risk of user.Such as angiocardiopathy 10 years risk, auricular fibrillation 10 years risk, 10 years wind of congestive heart failure
Danger, coronary heart disease 10 years risks, diabetes 8 years risks, hypertension 4 years risks, 10 years risks of palsy, and breast cancer, Colon and rectum
Cancer, carcinoma of urinary bladder, kidney, cancer of pancreas, prostate cancer, cutaneum carcinoma, stomach cancer risk assessment etc..
Certainly, in the present embodiment, the disease risks value specifically got can also not limited, and can regard disease risks
Depending on the assessment result of assessment algorithm.
Step S130:Determine that value-at-risk is higher than the excessive risk disease of average risk value according to the value-at-risk.
In a variety of disease risks values got, the average risk value of the value-at-risk of every kind of disease and the disease is carried out
Compare, determine if to be higher than average risk value.Wherein, the average risk value can be average every in a large amount of different general populations
Individual suffers from the value-at-risk of corresponding disease, can be obtained based on substantial amounts of statistics.
According to comparative result, it can be estimated that whether the value-at-risk of user's specified disease is higher than average risk value, if so, with
Value-at-risk performs subsequent step higher than the excessive risk disease that the disease of average risk value is the user.If it is not, can no longer perform
Subsequent step.
Step S140:Obtain the user gene data related to the excessive risk disease.
Many diseases are all inherent cause (gene) and environmental factor (including nutrition and life style etc.) interaction
Result, specific chronic disease has a specific related gene, gene such as related to diabetes include NEUROD1, IRS1,
HNF4A, MAPK8IP1, HNF1B, PAX4, AKT2 etc., therefore the related gene of the excessive risk disease of the user can be obtained
Gene data.
Specific acquisition modes can be that the gene related to the excessive risk disease to the user carries out genetic test,
Obtain the gene data.Two generation gene sequencing such as are carried out to the DNA sample of the user or SNP Genotypings are detected, detection
The gene related to excessive risk disease, obtains the gene data of the gene related to excessive risk disease.
In addition, the related gene data of excessive risk disease can also be obtained from the gene database of the user, the gene
The gene data of the user is pre-stored with database.
Step S150:The nutrition guide scheme of the user is obtained according to the gene data.
More intakes required for user can be included in the nutrition guide scheme or the nutrition less taken in.Can be according to base
The influence of the catastrophe of base and every kind of mutations on protein function in factor data, obtains the Life Guidance side of the user
Case.For example, the gene data of user shows that its absorption to certain nutriment has problem, then the nutrition guide scheme of user
In should include need more to take in this kind of nutrition.
In the present embodiment, the genotype solution reading of the nutrition guide scheme with the various gene datas of correspondence can be included
According to storehouse, according to gene data in the genotype unscrambling data storehouse and the corresponding relation of nutrition guide scheme, the high wind of user is obtained
Nutrition guide scheme corresponding to the related gene data of dangerous disease.
Specifically, the genotype unscrambling data storehouse can be by integrating internal authority disease-gene database, for chronic
Disease, is integrated chronic disease-gene database, including SNPedia, UniProtKB/Swiss-Prot, ClinVar, dbSNP etc.
Deng, excavated and set up by a large amount of scientific literatures, that is, genotype list and corresponding biology, science of heredity, clinical medicine meaning,
And the Preventive guidance scheme for specific chronic disease in terms of nutrition intake, life style.It therefore, it can according to gene number
According to this and the genotype unscrambling data storehouse obtains the nutrition guide scheme of user, that is to say, that the nutrition guide scheme can be
According to gene data, it is resulting with reference to authoritative scientific research.Alternatively, it is also possible to be obtained according to the genotype unscrambling data storehouse
Preventive guidance scheme in terms of nutrition guide, life style.
Further, in the present embodiment, the gene data of excessive risk disease can also be directed to by automated analysis flow,
The gene data is analyzed, and the gene data is labeled according to analysis result, the mark is exported
Annotation results and the nutrition guide scheme, can provide the user final management guidance report, can also provide chronic disease
Preventive management is reported, and displays for a user genotype list and corresponding biology, science of heredity, clinical medicine meaning.
In the present embodiment, it can be presented by user of detailed but visual and understandable information graphic mode according to gene data
Hereditary feature understand nutrition guide scheme, chronic disease prevention, management guidance scheme can also be formed.
The method that the present embodiment is provided is illustrated by taking diabetes risk assessment in 8 years as an example.User provides age, body
The data such as height, body weight, blood pressure, sex, fasting blood glucose level, serum high-density LP content, content of triglyceride form strong
Health data, and hypertension whether is treated in answer and whether father and mother suffer from diabetes, you can pass through disease risks assessment algorithm and obtain 8 years
The value-at-risk of troubles diabetes.For the user higher than general population's average risk value, you can obtain the user and diabetes phase
Close>The gene data of 100 genes, according to the gene data and gene unscrambling data storehouse got, carries out hereditary feature
Analysis, obtains the nutrition guide scheme of the user, it is also possible to obtain the personalized sugar with this with risk of the height of the user
Urinate deciphering, the solution of the gene of disease.If for example, user FADS1 genes become in rs174550 loci gene types for risk
Different homozygote CC, then the aliphatic acid ALA of omega 3 in vegetable oil are converted into the active fat of omega 3 by defect FADS1 genes
Fat acid EPA's and DHA is limited in one's ability.If the genotype carriers only eat vegetable oil, and in diet without enough EPA and
If DHA, it is possible to the aliphatic acid of activity in vivo omega 3 can be caused insufficient, many physiology courses, limitation storage in vivo are disturbed
The adipose conversion deposited is the ability of energy, will if things go on like this cause Fat Accumulation and blood triglyceride to raise.User should
Consider the more EPA and DHA of intake, such as add more foods for being rich in EPA and DHA in the diet, such as fish and seafood,
Such as salmon, oyster and sardine, also full-cream dairy products, egg or fish oil.Such diet can supplement active omega-3
The deficiency of aliphatic acid, balances genetic defect, so as to reduce hypertriglyceridemia chronic metabolic diseases related to diabetes etc.
Risk.
Further, can also be by the health data of user, the value-at-risk of disease, excessive risk disease, height in the present embodiment
The various information records such as the related gene data of risk diseases and nutrition guide scheme are beyond the clouds in database, such as cloud day aspiration
System, realizes long-term health status tracking function.
In summary, the nutrition guide scheme acquisition methods that the present embodiment is provided, according to the health data and disease of user
Sick risk assessment algorithm is got after the value-at-risk of a variety of diseases, the gene data of excessive risk disease therein is obtained, according to it
Gene data is obtained to the nutrition guide scheme of user, because gene data has the hereditary feature of user, to user in itself more
With specific aim, the nutrition guide scheme is also more accurate, more personalized.Furthermore, it is desirable to obtain gene data be only with
The related gene data of excessive risk disease, the gene data of acquisition is less more targetedly, is also more directed to for genetic test
Property, reduce the blindness of detection.
Second embodiment
A kind of acquisition device 200 of nutrition guide scheme is present embodiments provided, Fig. 3 is referred to, described device 200 is wrapped
Include:
Health data acquisition module 210, for receive user input include physical signs, biochemical indicator, life style,
The health data of one or more data in itself medical history and family's medical history;Value-at-risk acquisition module 220, for according to institute
Health data and disease risks assessment algorithm are stated, the value-at-risk of a variety of diseases is obtained;Excessive risk disease determining module 230, is used
According to the value-at-risk determine value-at-risk be higher than average risk value excessive risk disease;Gene data acquisition module 240, is used for
Obtain the user gene data related to the excessive risk disease;Scheme acquisition module 250, for according to the gene number
According to the nutrition guide scheme for obtaining the user.
Wherein, value-at-risk acquisition module 220 can be used for, according to the health data and disease risks assessment algorithm, obtaining
The ill value-at-risk of user described in every kind of disease in the disease of default species is taken, or obtains a kind of in the disease of default species
Or a variety of diseases ill value-at-risk of the user in corresponding preset time period.
The nutrition guide scheme that scheme acquisition module 250 is obtained more intakes required for including or the battalion less taken in
Support.
In addition, in the present embodiment, output module can also be included, for exporting every kind of disease in a variety of diseases
Value-at-risk.
Further, the present embodiment can also include analysis labeling module, for analyzing the gene data;Root
The gene data is labeled according to analysis result;Export the annotation results and the nutrition guide scheme of the mark.
3rd embodiment
As shown in figure 4, a kind of electronic equipment 300 is present embodiments provided, as shown in figure 4, the electronic equipment is mutual
The memory 210 and processor 320 of electric connection.Wherein, memory, for institute in storage program, and first embodiment
The related gene data of the health data stated, the value-at-risk of a variety of diseases, excessive risk disease, excessive risk disease, nutrition guide side
One or more in case.
In addition, processor, for by calling the program stored in the memory, performing the side comprised the following steps
Method:Receive user's input includes one kind in physical signs, biochemical indicator, life style, itself medical history and family's medical history
Or the health data of a variety of data;According to the health data and disease risks assessment algorithm, the risk of a variety of diseases is obtained
Value;Determine that value-at-risk is higher than the excessive risk disease of average risk value according to the value-at-risk;Obtain the user and the high wind
The related gene data of dangerous disease;The nutrition guide scheme of the user is obtained according to the gene data.
Electronic equipment 300 shown in Fig. 4 can have than more or less components in Fig. 4.In addition, the electricity in the present embodiment
Sub- equipment can also be and the electronic equipment of electronic devices structure identical shown in Fig. 1.
It should be noted that each embodiment in this specification is described by the way of progressive, each embodiment weight
Point explanation be all between difference with other embodiment, each embodiment identical similar part mutually referring to.
For device class embodiment, because it is substantially similar to embodiment of the method, so description is fairly simple, related part is joined
See the part explanation of embodiment of the method.
In several embodiments provided herein, it should be understood that disclosed apparatus and method, it can also pass through
Other modes are realized.Device embodiment described above is only schematical, for example, flow chart and block diagram in accompanying drawing
Show the devices of multiple embodiments according to the application, the architectural framework in the cards of method and computer program product,
Function and operation.At this point, each square frame in flow chart or block diagram can represent the one of a module, program segment or code
Part a, part for the module, program segment or code is used to realize holding for defined logic function comprising one or more
Row instruction.It should also be noted that in some implementations as replacement, the function of being marked in square frame can also with different from
The order marked in accompanying drawing occurs.For example, two continuous square frames can essentially be performed substantially in parallel, they are sometimes
It can perform in the opposite order, this is depending on involved function.It is also noted that every in block diagram and/or flow chart
The combination of individual square frame and block diagram and/or the square frame in flow chart, can use the special base for performing defined function or action
Realize, or can be realized with the combination of specialized hardware and computer instruction in the system of hardware.
In addition, each functional module in the application each embodiment can integrate to form an independent portion
Point or modules individualism, can also two or more modules be integrated to form an independent part.
If the function is realized using in the form of software function module and is used as independent production marketing or in use, can be with
It is stored in a computer read/write memory medium.Understood based on such, the technical scheme of the application is substantially in other words
The part contributed to prior art or the part of the technical scheme can be embodied in the form of software product, the meter
Calculation machine software product is stored in a storage medium, including some instructions are to cause a computer equipment (can be individual
People's computer, server 100, or network equipment etc.) perform all or part of step of the application each embodiment methods described
Suddenly.And foregoing storage medium includes:USB flash disk, mobile hard disk, read-only storage (ROM, Read-Only Memory), deposit at random
Access to memory (RAM, Random Access Memory), magnetic disc or CD etc. are various can be with the medium of store program codes.
It should be noted that herein, such as first and second, another or the like relational terms be used merely to an entity or
Person operate with another entity or operation makes a distinction, and not necessarily require or imply these entities or operation between exist times
What this actual relation or order.Moreover, term " comprising ", "comprising" or its any other variant are intended to non-row
His property is included, so that process, method, article or equipment including a series of key elements not only include those key elements, and
And also including other key elements being not expressly set out, or also include for this process, method, article or equipment institute inherently
Key element.In the absence of more restrictions, the key element limited by sentence "including a ...", it is not excluded that including institute
Also there is other identical element in process, method, article or the equipment of stating key element.
The preferred embodiment of the application is the foregoing is only, the application is not limited to, for the skill of this area
For art personnel, the application can have various modifications and variations.It is all within spirit herein and principle, made any repair
Change, equivalent substitution, improvement etc., should be included within the protection domain of the application.It should be noted that:Similar label and letter exists
Similar terms is represented in following accompanying drawing, therefore, once being defined in a certain Xiang Yi accompanying drawing, is then not required in subsequent accompanying drawing
It is further defined and explained.
It is described above, the only embodiment of the application, but the protection domain of the application is not limited thereto, and it is any
Those familiar with the art can readily occur in change or replacement in the technical scope that the application is disclosed, and should all contain
Cover within the protection domain of the application.Therefore, the protection domain of the application described should be defined by scope of the claims.