Specific implementation mode
It should be understood that within the scope of the present invention, above-mentioned each technical characteristic of the invention and have in below (eg embodiment)
It can be combined with each other between each technical characteristic of body description, to constitute preferred technical solution.
In order to imitate the process for the scorching cancer vicious transformation that endogenous and exogenous joint effect cause as far as possible, use herein
Lower generation liver is infected in groundhog hepatitis virus (Woodchuck hepatitis virus, WHV) to c-myc transgenic mices
Animal model of the inflammation to liver cancer lesion.Previous research (Etiemble J, Degott C, Renard CA etc., Liver-
specific expression and high oncogenic efficiency of a c-myc transgene
Activated by woodchuck hepatitis virus insertion, Oncogene 1994,9:727-737) table
Bright, during liver cancer genesis and development, the livers of WHV/c-myc mouse successively experienced liver fibrosis, tubercle in liver, benign swollen
For tumor to pathologic processes such as malignant tumours, the process of this sb.'s illness took a turn for the worse with hepatitis B patient liver cancer is very similar.Therefore, it is based on previous
Research (Etiemble J, Degott C, Renard CA etc., Liver-specific expression and high
oncogenic efficiency of a c-myc transgene activated by woodchuck hepatitis
Virus insertion, Oncogene 1994,9:727-737), the present invention has chosen five times in different pathologic stages
Point (postnatal 2nd, 3,5,7,11 month of mouse) acquires WHV/c-myc mouse and the wt-C57BL/6 as reference respectively
The liver samples of mouse utilize non-marked (Label-free) quantitative technique and series connection label (Tandem Mass Tag, TMT)
Quantitative technique is analyzed by mass spectrometry protein group, obtains the high throughput protein group quantitative data of sequential.Meanwhile using searching
Method (Chen L, Liu R, Liu ZP, Li M, the Aihara K, Detecting of dynamic network biomarker (DNB)
early-warning signals for sudden deterioration of complex diseases by
Dynamical network biomarkers, Scientific reports 2012,2:342) hepatitis, is identified to liver cancer
The crucial critical stage of vicious transformation, and excavate pre-warning signal and its potential scorching cancer that dynamic network biomarker implies
It shifts to new management mechanisms.
Specifically, herein by WHV/c-myc transgene mouse models during hepatitis is to liver cancer vicious transformation
The sequential proteome data of different symptom is analyzed, it is found that the transgenic mice at five monthly ages is in the crucial critical of scorching cancer conversion
In the stage, this is consistent with Pathomorphologic judgement result;And also obtain the dynamic network mark with the early warning critical stage
Will object (DNB).In order to further disclose the effect and potential pathogenic mechanism that DNB is played in scorching cancer conversion process, this paper structures
DNB network of relation (DNB-associated network) has been built, and its network structure change has been analyzed, has been found
There is flop phenomenon in DNB network of relation, thus infers that PLA2G6, LTA4H and/or EPS8L2 as DNB member may induce
Subsequent inflammation abnormal reaction and hepatic insufficiency are so that finally inspired inflammation to tumor progression.The groupization experiment knot of this paper
Fruit further demonstrates above-mentioned deduction.
Meanwhile it having been reported that and showing that liver nodal stage is critical stage of people's hepatitis to liver cancer malignant transformation.Especially, high
Rank atypical hyperplasia tubercle (HGDN) be at present recognized by liver cancer precancerous lesion, be defined as that " hepatic tissue has abnormal shape
Hyperplasia but not up to malignant tumour standard, with high malignancy potential, the atypical hyperplasia tubercle of diameter 1mm or more ".Mesh
Before, HGDN is mainly detected by histopathology.The main pathological characteristic of HGDN has:(1) cell density increases, and (2) liver plate thickens,
(3) karyoplasmic ratio increases, and (4) pseudoglandular formed, nuclear atypia that (5) are slight, and the dyeing of (6) endochylema basophilla increases, (7) without interstitial and
Portal vein infiltration etc..
The crucial critical stage for having found scorching cancer conversion based on time-series dynamics and network association analysis herein, for clinic
Applied to hepatitis early liver cancer diagnosis (such as whether there are tubercle in liver, especially HGDN), hepatitis whether is in liver cancer
The critical stage and the scorching cancer of prevention of vicious transformation (i.e. scorching cancer conversion) deteriorate transformation and provide new direction.
Therefore, herein in PLA2G6, LTA4H and EPS8L2 any one, any two (such as PLA2G6 with
LTA4H, PLA2G6 and EPS8L2 or LTA4H and EPS8L2) or all three for detection object, by detecting it in object liver
Expressing quantity in dirty is tied compared with the expressing quantity in normal population liver to judge that object whether there is in liver
Section, especially HGDN and whether be in critical stage of the hepatitis to liver cancer vicious transformation.
Herein, PLA2G6 refers to phospholipase A2 (VI groups), it is that a kind of 85KD is located at the intracytoplasmic phosphorus for not depending on calcium
Lipase.It should be understood that include the various PLA2G6 that phospholipase A2 (VI groups) is defined as by those skilled in the art herein, such as
PLA2G6 from different plant species (such as people or mouse or other animals).For example, the encoding gene of mouse PLA2G6 is located at mouse No. 15
On chromosome, specific chromosome segment is 15E1, and the gene number on ENSEMBL is ENSMUSG00000042632,
Gene number on ENTREZ is No. 53357.And the encoding gene of people PLA2G6 is located on No. 22 chromosome, it is specific to dye
Body section is 22q13.1, and the gene number on ENSEMBL is ENSG00000184381, and the gene number on ENTREZ is 8398
Number.Present invention particularly includes the detections of people's PLA2G6 albumen.It should be understood that the PLA2G6 albumen of different people may have one
The difference of a or several amino acid residues, but this species diversity does not interfere the PLA2G6 albumen as biomarker, for this
Purposes described in text and side.In certain embodiments, PLA2G6 albumen as described herein refers to identical in same species gene group
The PLA2G6 albumen of gene code on position.
Herein, LTA4H refers to leukotriene A 4 hydrolase.Herein leukotriene is defined as by those skilled in the art including various
The LTA4H of A4 hydrolases, such as the LTA4H from different plant species (such as people or mouse or other animals).For example, the volume of mouse LTA4H
Code gene is located on No. 10 chromosome of mouse, and specific chromosome segment is 10C3, and the gene number on ENSEMBL is
Gene number on ENSMUSG00000015889, ENTREZ is No. 16993.And the encoding gene of people LTA4H is located at No. 12
On chromosome, specific chromosome segment is 12q22, and the gene number on ENSEMBL is ENSG00000111144, ENTREZ
On gene number be No. 4048.Present invention particularly includes the detections of people's LTA4H albumen.It should be understood that the LTA4H of different people
Albumen may have the difference of one or several amino acid residues, but this species diversity does not interfere the LTA4H albumen as life
Object marker is used for purposes as described herein and side.In certain embodiments, LTA4H albumen as described herein refers to same object
The LTA4H albumen of gene code in kind genome in same position.
Herein, EPS8L2 refers to 8 sample albumen 2 of epidermal growth factor receptor kinase substrate.Include various by this field herein
Technical staff is defined as the EPS8L2 of 8 sample albumen 2 of epidermal growth factor receptor kinase substrate, such as from different plant species (such as people
Or mouse or other animals) EPS8L2.For example, the encoding gene of mouse EPS8L2 is located on No. 7 chromosome of mouse, it is specific to dye
Body section is 7F5, and the gene number on ENSEMBL is ENSMUSG00000025504, and the gene number on ENTREZ is 98845
Number.And the encoding gene of people EPS8L2 is located on o.11 chromosome, specific chromosome segment is 11q15.5, on ENSEMBL
Gene number be ENSG00000177106, gene on ENTREZ number is No. 64787.Present invention particularly includes people
The detection of EPS8L2 albumen.It should be understood that the EPS8L2 albumen of different people may have one or several amino acid residues
Difference, but this species diversity does not interfere the EPS8L2 albumen as biomarker, is used for purposes as described herein and side.?
In certain embodiments, EPS8L2 albumen as described herein refers to the gene code in same position in same species gene group
EPS8L2 albumen.
Herein, " object " refer to it is various need to judge its whether occur in liver tubercle and/or whether in hepatitis to liver cancer
The animal of the critical stage of vicious transformation, including but not limited to mammal and rodent, such as people and mouse.Especially,
In certain embodiments, " object " as described herein refers to people, more preferably once infected the people of hepatitis virus, hepatitis or
Doubtful hepatitis.
PLA2G6, LTA4H in method well known in the art (such as ImmunohistochemistryMethods Methods) detection object liver organization can be used
With in EPS8L2 any one, any two or whole three expression quantity.It is any can detect PLA2G6, LTA4H or
The reagent of the expression quantity of EPS8L2 is utilized in the purposes of the present invention, method or kit, including it is various can with PLA2G6,
The reagent of LTA4H or EPS8L2 specific bindings, such as antibody or its antigen-binding fragment.
ImmunohistochemistryMethods Methods are the methods of this field routine, usually utilize the specific binding of antigen and antibody, passing through
Learning reaction makes the chromogenic reagent of labelled antibody, so that it is determined that the method for the presence and/or content of histocyte endoantigen.It can profit
Implement this method or purposes with the respective specific antibody of PLA2G6, LTA4H and/or EPS8L2.This kind of specific antibody can
To be known commercial antibody, for example, the antibody from Abcam.Alternatively, also can be according to known technology (such as hybridoma technology)
Voluntarily prepare their own specific antibody.Antibody can be monoclonal antibody, can also be polyclonal antibody;It is preferred that Dan Ke
Grand antibody.Illustrative ImmunohistochemistryMethods Methods are not limited to the side described in the part as described in " material and method " part herein
Method.
Therefore, provided herein is a kind of detection kit, containing with PLA2G6, LTA4H and EPS8L2 in the detection kit
In any one, any two or all three be detection object reagent.For example, the detection kit can contain with
PLA2G6 be detect object reagent, or containing with LTA4H be detect object reagent, or containing with EPS8L2 be detect object
Reagent, or contain arbitrary two classes reagent or whole three classes reagent.In certain embodiments, the detection kit of this paper contains
With PLA2G6 be detect object reagent and with LTA4H be detect object reagent or PLA2G6 be detect object reagent with
With EPS8L2 be detect object reagent, or with LTA4H be detect object reagent and with EPS8L2 be detect object reagent.
As it was noted above, this kind of reagent can be the reagent of any expression quantity that can detect PLA2G6, LTA4H and EPS8L2, preferably
Their own specific antibody.Further include antibody remain and the active antigen of the combination of PLA2G6, LTA4H or EPS8L2
Binding fragment.
Also contain the other reagents implemented needed for detection of the present invention in the detection kit of this paper, such as implements to exempt from
Other reagents needed for epidemic disease group method.For example, when the object of processing is the histotomy of paraffin embedding, the detection of this paper tries
Can also it contain in agent box:Reagent needed for slice dewaxing and hydration, such as dimethylbenzene, absolute ethyl alcohol, hydrogen peroxide methanol solution;
Reagent needed for antigen retrieval, such as acid reparation liquid;BSA;Buffer solution, such as PBS buffer solution;Secondary antibody;It develops the color when using DAB
When, DAB developing solutions;Haematoxylin;Ethanol solution hydrochloride;Carbolic acid;Resinene etc..The content of various reagents and dense in kit
Degree can be determined conventionally.
The detection kit of this paper can be used for detecting the expression quantity of PLA2G6, LTA4H and/or EPS8L2 in sample, via
The expression quantity, those skilled in the art can determine whether the sample to for object with the presence or absence of tubercle in liver, and/or whether be in
Critical stage of the hepatitis to liver cancer vicious transformation.In general, can by testing result and normal population liver organization PLA2G6,
The expression quantity of LTA4H and/or EPS8L2 is compared one by one.If it was found that in sample the expression quantity of PLA2G6 be less than, and/or
Expression of the expression quantity of LTA4H and/or EPS8L2 higher than PLA2G6, LTA4H and/or EPS8L2 in normal population liver organization
Amount, then can making the object, there are tubercles in liver, and/or the judgement in hepatitis to the critical stage of liver cancer vicious transformation.
The expression quantity of PLA2G6, LTA4H and EPS8L2 in normal population liver organization can be used well known in the art
Method, including Immune transform method as described herein carry out investigation statistics.
For example, in general, the expression quantity of PLA2G6 is the PLA2G6 expression quantity in normal population liver organization in sample
90% or less, 80% or less, 70% or less, 60% or less, 50% or less or 40% hereinafter, then it is believed that the object there are livers
Interior tubercle (especially high-level atypical hyperplasia tubercle), and/or in hepatitis to the critical stage of liver cancer vicious transformation;With/
Or
In general, the expression quantity of LTA4H is at least the 1.3 of the expression quantity of the LTA4H in normal population liver organization in sample
Again, at least 1.5 times, at least 1.7 times, at least 2 times, at least 2.5 times or at least 3 times, then it is assumed that there are tubercles in liver for the object (especially
It is high-level atypical hyperplasia tubercle), and/or in hepatitis to the critical stage of liver cancer vicious transformation;And/or
In general, in sample EPS8L2 expression quantity be normal population liver organization in EPS8L2 expression quantity at least
1.3 times, at least 1.5 times, at least 1.7 times, at least 2 times, at least 2.5 times or at least 3 times, then it is assumed that there are tubercles in liver for the object
(especially high-level atypical hyperplasia tubercle), and/or in hepatitis to the critical stage of liver cancer vicious transformation.
In certain embodiments in addition PLA2G6, LTA4H in the liver organization of the doubtful illness of detectable object and/
Or the expression quantity of PLA2G6, LTA4H and/or EPS8L2 in the expression quantity of EPS8L2, with the object normal liver tissue carry out
It compares one by one, if the expression quantity of PLA2G6 is less than, and/or the expression quantity of LTA4H and/or EPS8L2 in doubtful diseased liver tissue
Higher than the expression quantity in its normal liver tissue, if for example, the expression quantity of PLA2G6 is that it is normal in doubtful diseased liver tissue
90% or less, 80% or less, 70% or less, 60% or less, 50% or less or 40% of PLA2G6 expression quantity in liver organization
Below, and/or the expression quantity of LTA4H and/or EPS8L2 is at least 1.3 times of expression quantity in its normal liver tissue, at least
1.5 times, at least 1.7 times, at least 2 times, at least 2.5 times or at least 3 times, it is also contemplated that the object there are tubercles in liver (especially
High-level atypical hyperplasia tubercle), and/or in hepatitis to the critical stage of liver cancer vicious transformation.
It should be understood that only needing a kind of expression quantity in detection PLA2G6, LTA4H and EPS8L2, you can obtain diagnosis
Conclusion;But in some embodiments, it is preferred that detecting arbitrary two kinds in PLA2G6, LTA4H and EPS8L2, even all three
Expression quantity.
The present invention will be hereafter illustrated in a manner of specific embodiment.It should be understood that these embodiments are only illustrative, and
It is not intended to limit the invention.The various methods and material being previously mentioned in embodiment, unless otherwise stated, conventional for this field
Method and material.
One, material and method
1, experimental animal and reagent
WHV/c-myc transgene mouse models and the raising of normal control C57BL-6 Strains of Mouse are in Chinese Academy of Sciences Shanghai
Life science institute biochemistry and Institute of Cell Biology Experimental Animal Center, all experimental implementations follow strictly animal
Ethics standard.It takes altogether after 5 different time points, including birth 2 months, 3 months, 5 months, 7 months, 11 months, each time
It puts and respectively takes 5 WHV/c-myc transgenic mices and 5 normal C57 mouse, after sacrificed by decapitation, isolate liver organization.Use scissors
Liver organization is shredded, first tissue fritter is carefully washed with the RPMI1640 buffer solutions of precooling, appropriate lysis buffer is added and splits
Cell is solved, then carrying out mechanicalness to tissue fritter with homogenizer is crushed, further appropriate sonicated cells and soluble protein
Matter, last 4 DEG C, 15000g centrifuges 60 minutes removal impurity such as DNA, RNA and insoluble cell fragment, and gained supernatant protein matter is molten
Liquid is carefully transferred in new Eppendorf pipes, using Bradford methods (Bio-Rad) quantifying protein concentration, according to required
After applied sample amount is dispensed, -80 DEG C save backup.
All buffer solutions use Milli-Q water (Millipore, Bedford, MA, USA) to prepare.Urea (Urea), bromine phenol
Blue (Bromophenole blue), acrylamide (Acrylamide), methene double acrylamide (Bis), 3- [(3- courages amides third
Base)-diethyl ammonium]-propane sulfonic acid (CHAPS), three (methylol) aminoethanes (Tris), dodecyl sodium sulfate (SDS), over cure
The reagents such as sour ammonium (AP), tetramethylethylenediamine (TEMED) and Bradford standard measure liquid purchased from Bio-Rad companies (Hercules,
CA,USA);EDTA Dipotassium salt (EDTA), phenylmethylsulfonyl fluoride (PMSF) purchased from Amresco companies (Solon, OH,
USA);Protease inhibitors (Complete protease inhibitor cocktail tablets) is purchased from Roche companies
(Indianapolis,IN,USA).Formic acid (Formic acid, FA) is purchased from Sigma companies (St.Louis, MO, USA);HPLC
Grade acetonitrile (ACN) and methanol (Methanol) are purchased from Fisher companies (Fair Lawn, NJ, USA);Acetone (Acetone) and second
Alcohol (Ethanol) is purchased from Shanghai Chemicals companies (Shanghai, China);Sequencing grade trypsase (Trypsin,
Sequencing grade) it is purchased from Promega companies (Madison, WI, USA).
2, the label-free of mouse liver proteins group (LFQ is quantitative)
In label-free (LFQ is quantitative) experiment, enzymolysis in solution is carried out from the protein example of every mouse.It is first
First, protein example is added into lysis buffer to 100 μ l of total volume, the 1M DTT of 4 μ l is added, react 2.5 for 37 DEG C after mixing
Hour, the 1M IAA of 10 μ l are then added, room temperature is protected from light 45 minutes after mixing.Then with -20 DEG C of precoolings of 5 times of volumes
Protein precipitation liquid is precipitated, and -20 DEG C stand overnight (16 hours).Then sample 14000g is centrifuged 40 minutes and removes supernatant,
Precipitation first is cleaned with -20 DEG C of pre- cold acetones, 14000g, which is centrifuged, removes supernatant for 40 minutes, then 70% ethyl alcohol being pre-chilled with -20 DEG C cleans
Precipitation, 14000g centrifugations go supernatant, vacuum freeze-drying machine that sample is lyophilized after forty minutes.The ammonium hydrogen carbonate of the 100mM of 200 μ l is added,
Fully albumen is redissolved in oscillation, adds 12 μ g trypsase, and 37 DEG C of enzyme digestion reactions add trypsase 12 μ g again after 4 hours, and 37
DEG C baking oven oscillation enzymolysis is overnight.Super filter tube (Millipore) ultrafiltration that 10KD pore sizes are used after the completion of enzymolysis, collects filtration
Liquid, -80 DEG C of preservations after freeze-drying.It is reversed using pH continuous gradients eluent system (pCOG) joint strong cation exchange chromatography-
Chromatography detaches peptide fragment mixture online, and LFQ mass spectrographs (Thermo Finnigan) is used in combination to acquire original number using positive ion mode
According to.Peptide fragment eluate is directly entered linear ion hydrazine Mass Spectrometer Method through ESI esi ion sources, and source parameters is set as:EFI
Mist voltage, 3.0kV;Capillary temperature, 170 DEG C.LTQ mass spectrographs controlled with AGC under data-dependent patterns into line number
According to acquisition, full scan mass range is m/z 400~1800, takes 10 highest peaks of intensity to carry out series connection matter after each full scan
Spectrum scanning, normalization collision energy are set as 35.0%, and dynamic excludes to be set as number of repetition to be 2, and it is 30 to repeat patient time
Second, the dynamic exclusion time is 90 seconds.
The collected initial data of mass spectrum extracts dta information first with BioWorks softwares (Thermo-Fisher), so
Afterwards database search, the positive and negative libraries mouse IPI that database is generated using laboratory internal software are carried out using SEQUEST softwares
(v3.82), it is as follows to search library parameter setting:Within parent ion mass deviation 3Da, within product ion mass deviation 1Da, protease is set
It is set to trypsase, maximum allowable missing restriction enzyme site is 1, and fixed modification is set as the carboxy methylation of cysteine, can turn revisionism
Decorations are set as the oxidation of methionine.Sequest outputs result further uses the BuildSummary of laboratory independent development
Software architecture carries out Data Integration and false positive control.
3, DNB algorithms
Three items that dynamic network marker forecasting system state based on the requirement of mathematical model theory deduction will change
Part, the present invention devise corresponding realization algorithm, so as to applied to the time series high throughput data for specific problem in science
Research in.In order to which the strong signal that can consider three conditions by one detects crucial critical point (Critical
Point), invention defines carry out algorithm for design with next integral index (A composite index, CI):
CI=SDd×PCCid/PCCod
Wherein, SDdRepresent the institute of guide's molecular group (Dominant group) or dynamic network biomarker (DNB)
Have molecule time point concentration instantly change the mean value of standard deviation with to should refer to (e.g., the sample of original time point or same
The negative control sample at time point) concentration variation standard deviation the ratio between mean value.PCCidIt is two intermolecular phases inside molecular group
Closing property (PCC) is respectively at time point instantly and from the ratio between the mean value to should refer to;And PCCodIt is each molecule inside molecular group
Correlation (PCC) with its relevant molecule outside molecular group is respectively at time point instantly and from the ratio between the mean value to should refer to.
Although it is worth noting that, changing crucial critical point as determining dynamic network marker and detecting state used here as CI values
Effective evaluation index, but other evaluation indexes that can integrate the three big conditions that meet can also be built.
The specific algorithm flow of dynamic network biomarker is determined based on integral index CI:
(1) molecule fluctuating change screening (Deviation test):At time point t, from several samples at same time point
In data, picks out observation (gene expression product concentration, protein content etc.) variation fluctuation and compare the observation that should refer to
One group of Molecule Set GtD of variation fluctuation big (SD values are high);
(2) intermolecular relativity evaluation (Intra-correlation test):At time point t, two points are calculated in GtD
Correlation (PCC) between son, and the subset GtI between time point interior molecules instantly with high correlation is divided in this;
(3) relativity evaluation (Inter-correlation test) of molecule and other relevant molecules:In time point t
Under, the correlation (PCC) of each molecule and other relevant molecules outside the molecular group in Molecule Set GtI is calculated, and sieve with this
Choosing has the outer portion subset GtC of low correlation with Molecule Set GtI;
(4) determination (DNB test) of dynamic network biomarker:It is screened at every point of time based on three step of front
Outer portion subset GtC corresponding candidate molecules collection GtI, calculates corresponding CI values according to formula (3) respectively, using notable
Property analysis choose wherein part most high cl values corresponding to Molecule Set GtI be that guide's molecular group (Dominant group)
Or dynamic network marker (Dynamical network biomarker, DNB), and corresponding time point is state
The crucial critical stage (Critical point or Pre-transition state) that will change.It is worth noting that, working as
When the time point of observation is more, it is understood that there may be multiple state transition processes, at this point, multiple and different marks may be obtained
Object and crucial critical stage.
With reference to the mathematical model theory deduction as a result, when the crucial critical stage of system proximity state transformation, SDdWith
PCCid/PCCodMaximum value should all be reached.It should be noted, however, that in most practical cases, we generally can not
The data for accurately obtaining very much the crucial critical stage of state transformation, only it is observed that the sample number of Near The Critical Point period
According to, thus SDdAnd PCCid/PCCodGlobal maximum cannot be reached simultaneously.
4, immunohistochemical experiment
Immunohistochemical experiment uses DAB development processes in the application.Main operational steps are as follows:
The paraffin embedded tissues of paraffin embedding are cut into 4 μm of slice;
Slice is placed in 60 DEG C of ovens 1 hour;
Slice dewaxing and hydration (one 10 minutes → dimethylbenzene of dimethylbenzene, 2 10 minutes → dimethylbenzene 3 10 minutes → anhydrous second
5 minutes → 95% ethyl alcohol of alcohol, 5 minutes → 85% ethyl alcohol, 5 minutes → 75% 5 minutes → deionized water of ethyl alcohol 5 minutes);
Slice is placed in a concentration of 3% hydrogen peroxide methanol solution, is stored at room temperature 20 minutes, removes peroxidase;
Deionized water washing 5 minutes, in triplicate;
Slice (is positioned in acid reparation liquid, big fire is boiled to boiling, and small fire is adjusted to, and continues to boil 2 points by antigen retrieval
Clock, truce wait for its natural cooling);
Deionized water washing 5 minutes, in triplicate;
A concentration of 1% BSA is added dropwise on tangential section, is placed in 37 DEG C of incubators and closes 30 minutes;
Confining liquid is cleaned, corresponding primary antibody is directly added dropwise, is placed in wet box, 4 DEG C of refrigerator overnights;
Rewarming 15 minutes under room temperature environment;
It is washed 5 minutes, is repeated four times using PBS buffer solution;
It is added dropwise on corresponding secondary antibody (Anti-Rabbit-HRP, Antibody Dignostica Inc.) to slice, is just placed in
In wet box, 37 DEG C of incubators are incubated 45-60 minutes;
It is washed 5 minutes, is repeated four times with PBS buffer solution;
It develops the color 3-10 minutes with DAB developing solutions, under the microscope, after developing the color successfully, deionized water color development stopping;
Deionized water elutes twice, 5 minutes every time;
Haematoxylin is redyed 10 minutes, and HE dyeing is led in subsequent operation;
It takes out slice and rinses one in tap water twice, put it into ethanol solution hydrochloride rinse 2-3 times later;
It is rinsed 20-30 minutes in the tap water of flowing, takes out slice, room temperature drains;
Deionized water is washed 5 minutes;It is respectively washed in 95% ethyl alcohol, 100% ethyl alcohol one, 100% ethyl alcohol two, dimethylbenzene one
10 minutes;
Each 5 minutes in dimethylbenzene two and carbolic acid;Appropriate resinene, mounting observation is finally added dropwise.
Primary antibody dilution ratio:LTA4H(abcam ab133512):1:400;EPS8L2(abcam ab209339):1:
100;PLA2G6(abcam ab103258):1:100.
After the completion of experiment, carried out using Aperio AT rurbo scanners (Leica Biosystems) and software kit
Image output and image analysis.
5, the stabilization in vitro isotope labelling of mouse liver proteins group quantifies the acquisition of (TMT is quantitative) data
In stabilization in vitro isotope labelling quantitative (TMT is quantitative) experiment, each time point is fetched derived from time point mouse
Each 200 μ g of hepatic protein mixed in equal amounts sample, and take filter membrane assistance enzymolysis method, enzymolysis flow is:It is firstly added UA
Buffer (8M urea, 0.1M Tris/HCl pH 8.5), 5000g centrifuge about 1h, are repeated once;Then 50mM IAA are added
(being prepared with UA), dark at room temperature place 30min, and then 5000g centrifuges 1h;It is washed three times with 0.5M TEAB solution respectively again;Most
Afterwards according to 1:Trypsin is added in 50 ratios, is placed in 37 DEG C of shaking tables or insulating box enzymolysis 16-20h.After enzymolysis is completed, peptide is collected
Section is used for TMT, and two groups of TMT reagents mark transgenic mice or the hepatic tissue enzymolysis product of control mice, then mix respectively respectively
It closes the not isolabeling sample of two groups of experiments and is freeze-dried.
Angilent 3100OFFGEL Fractionator systems (Agilent Technologies) are used to carry out again
Classification, 50 μ A constant currents, 48h or so collect peptide fragment, and two samples are each classified as 6 components, and totally 12 samples carry out LFQ-
Orbitrap Velos Mass Spectrometer Methods (Thermo Finnigan, San Jose, CA), each sample simultaneously repeat loading 3 times.Instead
Phase column is that nozzle needle reversed-phase column is made in laboratory by oneself, and the eluent of reverse phase eluent system is the aqueous solution (A) and 0.1% of 0.1% formic acid
The acetonitrile solution (B) of formic acid, flow velocity 250nL/min, using the linear gradient of 4%B~30%B.Under being eluted from reversed-phase column
Peptide fragment enter linear ion hydrazine-electrostatic field orbit trap combination mass spectrum LTQ Orbitrap-Velos mass spectrographs and analyzed,
The data acquisition scheme of data-dependent, 10 two level spectrograms are closely followed after every level-one spectrogram, and dynamic excludes to be set as 90
Second, parent ion fragmentation mode takes HCD patterns, level-one spectrogram and two level spectra resolution rate to be respectively set to 30000 and 7500.
The collected original document of mass spectrum is analyzed with the default parameters of MaxQuant1.3.0.5 softwares, the number of use
It is UniProt mouse databases (in June, 2012 download) according to library.It is as follows to search library parameter setting:Protease is set as
Trypsin selects TMT label peptide fragment screenings, fixed modification to be set as the carboxy methylation of cysteine, and variable modification is set as first
Oxidation, the protein N terminal acetylation of methyllanthionine, the false positive rate of protein and peptide section are disposed as 0.01.
Two, experimental result
1, during liver cancer genesis and development WHV/c-myc transgenic mices protein expression level dynamic change
In order to obtain the high throughput protein group data for being suitable for this work sutdy purpose, as shown in Figure 1, the present invention is in WHV/
The different pathological stages that c-myc transgenic mices are undergone during liver cancer genesis and development devise five corresponding samplings
Time point (mouse postnatal 2nd, 3,5,7 and 11 months);Under at every point of time, to 5 under same rearing conditions
WHV/c-myc transgenic mices and 5 be only used as reference wt-C57BL/6 mouse, have collected their liver organization respectively;With
Afterwards, it to every a liver tissue sample, by protein separation and digests into peptide fragment, non-marked (Label-free) peptide fragment
After the classification of multidimensional liquid chromatogram (Zhou H, Dai J, Sheng QH etc., A are detected using tandem mass spectrum (LC-MS/MS)
fully automated 2-D LC-MS method utilizing online continuous pH and RP
Gradients for global proteome analysis, Electrophoresis 2007,28:4311-4319), it obtains
Obtain final quantitative protein data.In this batch of quantitative data, by having run 570 LC-MS/MS detection cycles, Zong Gongjian
Surely arrive high accurancy and precision (with the false positive recall rate (False discovery rate, FDR) of 0.4% peptide fragment for standard)
The different peptide fragments of 42689 of 8713 kinds of protein;But in view of the follow-up Stability and veracity calculated and analyze, the present invention is only
It has chosen and (five time points, 50 samples is being amounted to, wherein 25 WHV/c-myc transgenic mices and 25 wt- more than sum
C57BL/6 mouse) half sample in 3372 protein all identifying (that is, these protein are in more than 25 Mouse Livers
It is quantified in dirty sample).
2, identification of the hepatitis to the crucial critical stage of liver cancer vicious transformation
In order to accurately determine the crucial critical stage of scorching cancer vicious transformation, present invention uses find dynamic network biology
The method of marker (Dynamical network biomarker, DNB) analyzes this set sequential high throughput protein group data.
After DNB Algorithm Analysis as described herein, present invention finds a CI value strong signals to appear in this time at 5 monthly ages
Point, this show WHV/c-myc transgenic mices at this time be in critical stage from hepatitis to liver cancer vicious transformation (that is, its early warning
Scorching cancer vicious transformation will occur).This result is thick on 0 to 11 this period at monthly age with WHV/c-myc transgenic mices
The hepatic pathology symptom slightly divided is consistent.Meet simultaneously required by the theory deduction that dynamic network biomarker is identified
From the point of view of three standards (referring to Chen L etc., Scientific reports 2012), 48 eggs of this guide's molecular group are formed
Intermolecular correlation raising is met in vain (uses PCCidTo weigh), the molecular relativities of molecule and other non-guide's molecular groups reduces
(it is used for PCCodWeigh) and developed by molecule fluctuation is maximum (uses SDdTo weigh) (see Fig. 2).
Meanwhile in order to more intuitively observe dynamic network biomarker (DNB) in this five time point network structures and
The dynamic change for expressing fluctuation, the present invention is based on actually measured proteome datas by calculating corresponding pearson correlation system
Number (PCC) structure protein co-expresses network, and is not based on interactive network between mouse known molecular obtained by data collection
(see Fig. 3).As shown in figure 3, five month (critical stage of the scorching cancer vicious transformation predicted), with compared with mouse
Afterwards, it forms correlation between the albumen (be arranged in point indicate) in inner ring of DNB and increases (line takes on a red color between inner ring midpoint) and interior
(line is in indigo plant between interior circling point and outer circling point for the correlation significant decrease of other of the DNB albumen of ring and outer shroud coexpression albumen
Color), while the expression fluctuation of inner ring DNB albumen is acutely (point of inner ring takes on a red color).
Hereafter, in order to judge the accuracy of the above-mentioned crucial critical point prediction of scorching cancer conversion, this hair from histopathology form
The bright hepatic tissue sample that WHV/c-myc transgenic mices and wt-C57BL/6 mouse of the same age are acquired to each time point, respectively
It prepares histotomy and it is dyed with h and E (Hematoxylin and eosin, HE) (see Fig. 4).Such as
Shown in Fig. 4, the liver organization form of the transgenic mice at 2 monthly ages is similar to the normal mouse of reference, has and shows classics
Lobuli hepatis structure (e.g., liver cell is in emitting shape ordered arrangement centered on central vein, forms liver cell plate);3 to 5 monthly ages
There are lobuli hepatis limiting plate intermittent intervals and with localized debris shape necrosis phenomena in transgenic mice blood lipid, this shows
Existing inflammatory reaction;Then there is the necrosis of bridge shape in the transgenic mice hepatic tissue at 7 monthly ages and large stretch of necrotic zone expands along with hepatic sinusoid
, this shows that primary liver cancer symptom occurs;When 11 monthly age of transgenic mice, lobuli hepatis cell plate structure destroys, and central vein becomes
Narrow, liver cell volume increases, and nucleus increases and dyeing is deepened, and vacuole occurs, these phenomenons show that canceration has occurred for hepatic tissue.
These level of fibrosis are the result shows that the transgenic mice at 5 monthly ages is in the crucial critical period of scorching cancer conversion.
3, dynamic network biomarker correlation function network (DNB-associated network) is transformed in scorching cancer
Flop phenomenon in journey
The previous work of the present invention is it has been shown that dynamic network biomarker (DNB) will change state as one group
Guide's molecular group with forewarning function, although (e.g., differentially expressed protein DEPs or difference co-express with traditional biological marker
Albumen is to DCEs) it is different, but there is function synergic relationships with them --- that is, DNB is considered as that will be converted in state
Period plays the molecular group of inducing action (Inducer or regulator), and DEPs (or DCEs) is the biology that state changes
Function follower or agent.
In order to explore existing conspiracy relation between DNB member proteins and DEPs and DCEs, according to molecule known to mouse
Between interaction relationship backgroundnetworks (data collection is in KEGG, BioGRID, TRED databases), the present invention pass through integrate DNB
Member protein and its single order neighbours albumen (or functional connection albumen) structure DNB network of relation (DNB-associated
Network, the network are related to 164 albumen and 183 sides in total).Then respectively in network with differentially expressed protein or difference
Different coexpression albumen counts the point of coincidence or side, and examines its coincidence conspicuousness of assessment using hypergeometry.
The statistical result shows that DNB is co-expressed with differentially expressed protein (see Fig. 5, A) and difference in scorching cancer transfer process
There are significant regulation relationships between (see Fig. 5, B) for albumen;Meanwhile also showing that the DNB network of relation turns in scorching cancer indirectly
Important function has been played during changing.
Then, the present invention draws corresponding network intuitively to watch, and for transgenic mice, is disliked in scorching cancer
In property conversion process, expressing quantity (see Fig. 5, C) in DNB correlation functions network (DNB-associated network) and
The dynamic change situation of regulation and control (or coexpression) relationship (see Fig. 5, D) between DNB and its single order neighbours' albumen.From Fig. 5 (C) observable
It arrives, during experience scorching cancer vicious transformation, significant overturning occurs in DEPs its expression being connect with the functional property of DNB
Phenomenon --- that is, for transgenic mice, from 3 (or 5) monthly ages to 5 (or 7) monthly ages, the table of some DEP
The significant changes from low (height) to high (low) have occurred up to amount.And (i.e. for the difference coexpression relationship involved by DNB albumen
The relevant DCEs of DNB albumen) for, it can be seen that from Fig. 5 (D), during scorching cancer vicious transformation, regulation and control (or coexpression) are closed
Significant overturning also has occurred in system --- that is, for transgenic mice, from 3 (or 5) monthly ages to 5 (or 7) monthly ages,
The correlation of DNB albumen and some albumen has occurred from positive (negative) significant changes to negative (just).In conclusion for transgenosis
For mouse, during scorching cancer vicious transformation, there is the expression quantity of 75 albumen in single order neighbours' albumen of 164 DNB
There are 86 flop phenomenon (Fig. 5, C and D) occur in the functional connection side of significant changes and 183 DNB, this is not only consumingly
Imply that DNB member proteins (especially, PLA2G6, LTA4H and/or EPS8L2) may be functionally correlated by regulating and controlling or influencing
Albumen with transmitting inflammation to cancer vicious transformation, and may also be examined early stage in terms of clinical application being scorching cancer vicious transformation
It is disconnected to provide accurately candidate molecules marker.
4, TMT labels are quantitative to label-free protein data reliability demonstration
In order to verify the data of analysis and its reliability of result, present invention employs technology repetitive modes to examine in bulk
The truth of protein group variation tendency during scorching cancer vicious transformation is tested, i.e., the present invention is using the higher TMT marks of precision
Remember that quantitative approach carries out big ration analysis to the protein group with batch mouse sample.With calculate the label-free used before
Sample detection strategy is different, this verification is no longer the hepatic tissue sample progress quantitative analysis to every mouse, but in order to disappear
Except the influence that individual mice difference is brought, after carrying out mixed in equal amounts into a sample to the congenic mouse sample of each time point,
TMT label quantitative techniques are reused to be analyzed.As shown in fig. 6, important function may have been played in scorching cancer conversion process
Albumen PLA2G6, LTA4H and EPS8L2 involved by DNB network of relation (DNB-associated network), in two tricks
Consistency according to the horizontal variation tendency of middle expression quantity is very high, has very high reliability.
5, PLA2G6, LTA4H and EPS8L2 have played important biological function effect in scorching cancer conversion process
It is suggested although having and much promoting the hypothesis of cancer mechanism about inflammation, chronic hepatitis is to liver cancer vicious transformation
Mechanism is completely clear not yet.Further to disclose the potential mechanism of scorching cancer vicious transformation, on the one hand, selective analysis of the present invention
The Anomalous dynamics for the immune correlation function that DNB network of relation is enriched with change.The Fc gamma R that DNB albumen PLA2G6 is participated in
There is vicious transformation early period (i.e. between 3 to 5 monthly ages) function in scorching cancer abnormal in the phagocytosis of mediation;Moreover, of the invention
It was found that (especially, PLA2G6 and its relevant differentially expressed protein DEPs and difference co-express albumen pair to DNB correlation functions network
DCEs lipid-metabolism and the channels TRP involved by) may result in subsequent inflammation reaction to the regulation and control reciprocal effect of inflammatory mediator
Abnormal and hepatic insufficiency is so that finally inspired inflammation to tumor progression.Meanwhile the present invention identify will to state
Variation has the DNB protein members of forewarning function --- PLA2G6 is exactly the carcinogenic driver by transgene mouse model --- c-
Myc transcriptional controls (Fig. 6), the DNB that this explanation is found based on the mathematical model developed of the present invention from carcinogenic driving source very closely with
As for more timely and effectively early warning inflammation cancer imminent state can be changed.Further, since it is considered herein that DNB albumen is as first
It leads molecule preferentially system mode will be changed and make a response, therefore, influenced with PLA2G6 in involved biological approach
Biological metabolism sets out, and causes inflammatory reaction and liver by the cascade signal of important lipid-metabolism molecule downstream transmits
The orderly exception of dirty function of detoxification.
In LOX accesses, the present invention is it has also been found that another DNB member LTA4H (leukotriene A 4 hydrolase) participates in peanut four
In olefin(e) acid metabolism synthesis leukotriene (LT).LTA4H is proinflammatory enzyme, generates leukotriene B4 (LTB4) (Snelgrove etc., 2010),
The latter is an important inflammatory mediator, can via MAPK and PI-3 kinase pathway stimulate human pancreatic cancer cell growth (Tong etc.,
2005).Interestingly, in transgenic mice, in this critical period in March to July, LTA4H, which has, to completely contradict
Expression pattern and direct shaping modes, but lowered to its expression when November, therefore the effect of LTA4H is unclear.Recently
Research illustrate the double action of LTA4H, i.e., resist pro-inflammatory effect by generating LTB4, and pass through Pro-Gly-Pro
(PGP) it degrades and realizes anti-inflammatory effect (Snelgrove etc., 2010).The result of this paper has prompted the anti-inflammatory effect of LTA4H, because
For in the transgenic mice at 11 monthly ages, collagen in specificity cutting lung, to generate the dried meat of neutrophilia Chemotactic Peptide PGP
Peptide acyl endopeptidase (PREP) (Snelgrove etc., 2010) is raised.All these result prompts find the dual function of LTLA4H
Importance in terms of prevention of inflammation converts and is related to new therapeutic strategy.
Equally interestingly, present invention discover that another DNB member EPS8L2 also assists in c-Myc and PLA2G6 two
Person originates in the adjusting of the TF effects of the MAPK accesses of factors stimulated growth, and the access is mainly in actin cytoskeleton
Film is fluctuated to play an important role with reconstruct.Some c-Myc targets such as DKC1, MAPK3 are also assisted in wherein.
6, groupization experimental result
By Fig. 5 can be observed DNB network of relation before scorching cancer conversion critical stage (5 monthly age of WHV/c-myc mouse) and
Notable flop phenomenon later, it prompts PLA2G6, LTA4H and EPS8L2 to act on the early warning of scorching cancer vicious transformation may
There is very big foreground in terms of clinical application.
High-level atypical hyperplasia tubercle (HGDN) is the precancerous lesion of liver cancer recognized at present, is defined as " liver
Group is woven with dysplasia but not up to malignant tumour standard, with high malignancy potential, the increasing that is not true to type of diameter 1mm or more
Raw tubercle ".
Purchase antibody simultaneously completes as described herein group of change experiment in people's HGDN tissues.As a result such as Fig. 7-9 and following table
Shown in 1-2.Wherein, table 1 shows that age, gender and the health status of some patients, Fig. 7 and 8 show that number is respectively
The antibody group coloring of S2-136902 patient, Fig. 9 display numbers are the antibody histochemical staining effect of S10-120093 patient
Fruit, table 2 summarize the immunohistochemistry data of 11 patients.
These are the results show that there are obvious differential expressions in normal liver tissue, HGDN and cancerous tissue.Its
In, tri- albumen of LTA4H, PLA2G2 and EPS8L2 up-regulated expression in HGDN tissues, higher than corresponding cancer (HCC) tissue and normally
Hepatic tissue.Wherein, it is notable that although the expression quantity of PLA2G6 shows that tubercle position part occurs and increases in histotomy
Phenomenon, but in the high-throughput data that global hepatic tissue (i.e. nonspecific knuckle areas) obtains, the expression quantity of PLA2G6 is facing
Boundary's stage or tubercle phase are substantially reduced (Fig. 6), and this phenomenon may be caused by the protein regulation mechanism complexity.LTA4H and
EPS8L2 is consistent in the detection of global hepatic tissue (Fig. 6) and specific knuckle areas.
Table 1
Table 2
Note:" normal " indicates the normal liver tissue of the patient;" HGDN " indicates the liver group of the HGDN from the patient
It knits;" tumour " indicates the tissue of the liver neoplasm from the patient;"/" indicates to organize without HCC on the sample wax stone."-" indicates
It is negative."+" indicates positive, wherein often increasing a "+" indicates that expression quantity at least increases 1 times.