CN106119398B - Biomarkers to predict responsiveness to pyrotinib therapy in breast cancer patients - Google Patents
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Abstract
本发明公开了PIK3CA基因和/或TP53基因上的特定位点在制备用于预测HER2阳性晚期乳腺癌患者对吡咯替尼治疗反应性的试剂盒中的用途。本发明通过对患者进行基因分型,分析PIK3CA基因和/或TP53基因上的特定位点和吡咯替尼对治疗反应性的相关性,发现通过鉴定PIK3CA基因和/或TP53基因上的特定位点是属于野生型还是突变型,即可判断HER2阳性晚期乳腺癌患者对吡咯替尼的治疗反应性。本发明的研究成果为HER2阳性晚期乳腺癌患者治疗方案的确定提供了一种可靠、灵敏的方式。
The invention discloses the use of specific sites on the PIK3CA gene and/or TP53 gene in preparing a kit for predicting the responsiveness of HER2-positive advanced breast cancer patients to pyrotinib treatment. The present invention analyzes the correlation between specific sites on the PIK3CA gene and/or TP53 gene and the responsiveness of pyrotinib to treatment by genotyping patients, and finds that by identifying specific sites on the PIK3CA gene and/or TP53 gene Whether it is wild-type or mutant can determine the therapeutic response of HER2-positive advanced breast cancer patients to pyrotinib. The research results of the present invention provide a reliable and sensitive method for determining the treatment plan for patients with HER2 positive advanced breast cancer.
Description
技术领域technical field
本发明属于生物医学领域,涉及一种预测乳腺癌患者对吡咯替尼治疗反应性的生物标记物及其用途。The invention belongs to the field of biomedicine, and relates to a biomarker for predicting responsiveness of breast cancer patients to pyrotinib treatment and use thereof.
背景技术Background technique
HER2阳性乳腺癌是凶险程度很高的一类乳腺癌亚型,20%-30%左右的乳腺癌患者为HER2阳性。HER2-positive breast cancer is a very dangerous subtype of breast cancer, and about 20%-30% of breast cancer patients are HER2-positive.
HER2又称人表皮生长因子受体-2,是一种原癌基因,在细胞膜上表达为HER2蛋白,负责传导信号促进细胞生长分裂。当HER2基因过度表达时,过多HER2蛋白出现在这些癌细胞表面,促进癌细胞分裂生长,形成HER2阳性肿瘤。HER2阳性往往预示着肿瘤进展快、容易发生淋巴结或血道转移,对内分泌治疗不敏感,预后不佳。据统计,HER2阳性乳腺癌患者即使接受放化疗等常规综合治疗,生存时间也仅为HER2阴性患者的一半。HER2, also known as human epidermal growth factor receptor-2, is a proto-oncogene expressed as HER2 protein on the cell membrane, responsible for transducing signals to promote cell growth and division. When the HER2 gene is overexpressed, too much HER2 protein appears on the surface of these cancer cells, which promotes the division and growth of cancer cells and forms HER2-positive tumors. HER2 positive often indicates that the tumor progresses rapidly, is prone to lymph node or blood metastasis, is not sensitive to endocrine therapy, and has a poor prognosis. According to statistics, even if patients with HER2-positive breast cancer receive conventional comprehensive treatment such as radiotherapy and chemotherapy, the survival time is only half of that of HER2-negative patients.
吡咯替尼是一种新型口服不可逆HER1/HER2受体酪氨酸激酶抑制剂。研究表明,吡咯替尼可以用于治疗HER2表达阳性乳腺癌,但是临床疗效存在着显著的个体差异。由于晚期乳腺癌患者生存期很有限,因此尽早选择最可能有效的药物治疗对延长患者生存尤为重要。加之吡咯替尼为代表的靶向治疗药物比较昂贵,价格是普通化疗的数十倍,从卫生经济学的角度也要求选择最可能获益的患者接受靶向治疗。因此,寻找吡咯替尼疗效预测指标,指导个体化靶向治疗,是目前亟待解决的关键性临床问题。Pyrotinib is a novel oral irreversible HER1/HER2 receptor tyrosine kinase inhibitor. Studies have shown that pyrotinib can be used to treat HER2-positive breast cancer, but there are significant individual differences in clinical efficacy. Since the survival period of patients with advanced breast cancer is very limited, it is particularly important to select the most likely effective drug treatment as early as possible to prolong the survival of patients. In addition, targeted therapy drugs represented by pyrotinib are relatively expensive, and the price is dozens of times that of ordinary chemotherapy. From the perspective of health economics, it is also required to select patients who are most likely to benefit from targeted therapy. Therefore, finding predictors of pyrotinib efficacy and guiding individualized targeted therapy is a key clinical problem to be solved urgently.
发明内容Contents of the invention
本发明提供了一种PIK3CA基因和/或TP53基因在制备用于预测HER2阳性晚期乳腺癌患者对吡咯替尼治疗反应性的试剂盒中的用途。The present invention provides a use of PIK3CA gene and/or TP53 gene in preparing a kit for predicting the responsiveness of HER2 positive advanced breast cancer patients to pyrotinib treatment.
进一步,所述试剂盒通过检测PIK3CA基因和/或TP53基因特定位点的基因型来预测HER2阳性晚期乳腺癌患者对吡咯替尼治疗反应性。Furthermore, the kit predicts the responsiveness of HER2-positive advanced breast cancer patients to pyrotinib treatment by detecting the genotype of specific loci of the PIK3CA gene and/or TP53 gene.
本发明的研究结果表明,PIK3CA基因的特定位点和/或所述TP53基因特定位点的基因型为野生型时,则预测该HER2阳性晚期乳腺癌患者对吡咯替尼治疗反应性好;所述PIK3CA基因的特定位点和/或所述TP53基因特定位点的基因型为突变型时,则预测该HER2阳性晚期乳腺癌患者对吡咯替尼治疗反应性差。The research results of the present invention show that when the genotype of the specific site of the PIK3CA gene and/or the specific site of the TP53 gene is wild type, it is predicted that the HER2-positive advanced breast cancer patient has a good response to pyrotinib treatment; When the genotype of the specific locus of the PIK3CA gene and/or the genotype of the specific locus of the TP53 gene is a mutation, it is predicted that the HER2-positive advanced breast cancer patient will have poor response to pyrotinib treatment.
进一步,上面所述的PIK3CA基因的特定位点选自以下位点组成的群组中的一个或者多个:c.3140、c.1035;所述TP53基因的特定位点选自以下位点组成的群组中的一个或者多个:c.706、c.659、c.375+2、c.318、c.497、c.392。Further, the specific site of the above-mentioned PIK3CA gene is selected from one or more of the group consisting of the following sites: c.3140, c.1035; the specific site of the TP53 gene is selected from the group consisting of the following sites One or more of the groups of: c.706, c.659, c.375+2, c.318, c.497, c.392.
在本发明中,PIK3CA基因c.3140位点的野生型基因型为AA,突变型基因型为AG;PIK3CA基因c.1035位点的野生型基因型为TT,突变型基因型为TA;TP53基因c.706位点的野生型基因型为TT,突变型基因型为TA;TP53基因c.659位点的野生型基因型为AA,突变型基因型为AG;TP53基因c.375+2位点的野生型基因型为TT,突变型基因型为TG;TP53基因c.318位点的野生型基因型为CC,突变型基因型为CG;TP53基因c.497位点的野生型基因型为CC,突变型基因型为CG;TP53基因c.392位点的野生型基因型为AA,突变型基因型为AG。In the present invention, the wild-type genotype of the c.3140 site of the PIK3CA gene is AA, and the mutant genotype is AG; the wild-type genotype of the c.1035 site of the PIK3CA gene is TT, and the mutant genotype is TA; TP53 The wild-type genotype at c.706 of the gene is TT, and the mutant genotype is TA; the wild-type genotype at c.659 of the TP53 gene is AA, and the mutant genotype is AG; TP53 gene c.375+2 The wild-type genotype of the site is TT, and the mutant genotype is TG; the wild-type genotype of the c.318 site of the TP53 gene is CC, and the mutant genotype is CG; the wild-type gene of the c.497 site of the TP53 gene The genotype of the mutant type is CC, and the genotype of the mutant type is CG; the genotype of the wild type at c.392 of the TP53 gene is AA, and the genotype of the mutant type is AG.
进一步,所述试剂盒中包括检测PIK3CA基因和/或TP53基因特定位点的基因型的试剂。所述试剂可以为采用本领域已知的任何技术检测基因上的位点所需的试剂,只要其能够检测样本中PIK3CA基因、TP53基因的特定位点基因型即可。Further, the kit includes reagents for detecting the genotype of specific sites of the PIK3CA gene and/or TP53 gene. The reagents can be the reagents required to detect the sites on the genes using any technique known in the art, as long as they can detect the genotypes of the specific sites of the PIK3CA gene and TP53 gene in the sample.
现有技术中常用的用于检测基因上的位点基因型的方法,包括但不限于,限制性片断长度多态性分析、测序、单链构象多态性分析、错配的化学裂解、变性高效液相色谱、聚合酶链反应、阵列或其组合。所述阵列包括微阵列,包括(但不限于)平面微阵列或珠粒阵列;基因阵列;PCR阵列,包括TaqMan OpenArray。The methods commonly used in the prior art for detecting the genotype of a site on a gene include, but are not limited to, restriction fragment length polymorphism analysis, sequencing, single-strand conformation polymorphism analysis, chemical cleavage of mismatches, denaturation High performance liquid chromatography, polymerase chain reaction, arrays or combinations thereof. Such arrays include microarrays, including but not limited to planar microarrays or bead arrays; gene arrays; PCR arrays, including TaqMan OpenArray.
本发明提供了一种预测HER2阳性晚期乳腺癌患者对吡咯替尼治疗反应性的试剂盒,所述试剂盒包括检测PIK3CA基因和/或TP53基因特定位点的基因型的试剂。所述试剂可以为采用本领域已知的任何技术检测基因上的位点所需的试剂,只要其能够检测样本中PIK3CA基因、TP53基因的特定位点基因型即可。The invention provides a kit for predicting the responsiveness of HER2-positive advanced breast cancer patients to pyrotinib treatment, the kit includes a reagent for detecting the genotype of a specific site of PIK3CA gene and/or TP53 gene. The reagents can be the reagents required to detect the sites on the genes using any technique known in the art, as long as they can detect the genotypes of the specific sites of the PIK3CA gene and TP53 gene in the sample.
进一步,所述试剂盒中包括利用限制性片断长度多态性分析、测序、单链构象多态性分析、错配的化学裂解、变性高效液相色谱、聚合酶链反应、阵列来检测PIK3CA基因和/或TP53基因特定位点的基因型的过程中使用的试剂。Further, the kit includes the use of restriction fragment length polymorphism analysis, sequencing, single-strand conformation polymorphism analysis, chemical cleavage of mismatches, denaturing high-performance liquid chromatography, polymerase chain reaction, and arrays to detect the PIK3CA gene and/or reagents used during genotyping of specific loci in the TP53 gene.
进一步,本发明中,PIK3CA基因的特定位点选自以下位点组成的群组中的一个或者多个:c.3140、c.1035;所述TP53基因的特定位点选自以下位点组成的群组中的一个或者多个:c.706、c.659、c.375+2、c.318、c.497、c.392。Further, in the present invention, the specific site of the PIK3CA gene is selected from one or more of the following sites: c.3140, c.1035; the specific site of the TP53 gene is selected from the following sites: One or more of the groups of: c.706, c.659, c.375+2, c.318, c.497, c.392.
本发明优点和有益效果如下:Advantage of the present invention and beneficial effect are as follows:
(1)本发明首次发现了PIK3CA基因和/或TP53基因特定位点与HER2阳性晚期乳腺癌患者对吡咯替尼治疗反应性具有相关性,为临床患者的个体化靶向治疗提供了预测指标。(1) The present invention discovers for the first time that the specific sites of PIK3CA gene and/or TP53 gene are correlated with the responsiveness of HER2-positive advanced breast cancer patients to pyrotinib treatment, which provides a predictive index for individualized targeted therapy of clinical patients.
(2)本发明预测吡咯替尼治疗反应性的方法简单,核酸样本来源方便,抽取外周血即可进行检测。该方法对检测设备要求低、成本低廉,有利于临床推广。(2) The method of the present invention for predicting the therapeutic responsiveness to pyrotinib is simple, the source of the nucleic acid sample is convenient, and the peripheral blood can be extracted for detection. The method has low requirements for detection equipment and low cost, and is favorable for clinical promotion.
附图说明Description of drawings
图1显示PIK3CA和TP53野生型患者与PIK3CA或TP53突变患者的Kaplan-Meier曲线。Figure 1 shows the Kaplan-Meier curves for PIK3CA and TP53 wild-type patients versus PIK3CA or TP53 mutant patients.
具体的实施方式specific implementation
下面通过具体的实施例进一步说明本发明,应注意,如无特别指出,本发明的实施例仅用于解释本发明,并不意味着限定本发明的保护范围。The present invention will be further described below through specific examples. It should be noted that, unless otherwise specified, the examples of the present invention are only used to explain the present invention, and are not meant to limit the protection scope of the present invention.
实施例1基因位点与吡咯替尼药效的相关性Example 1 Correlation between Gene Locus and Pyrotinib Drug Effect
1.研究对象:HER2阳性晚期乳腺癌患者97例。入选的患者经组织学或细胞学确证为HER2阳性晚期乳腺癌患者,所有患者均提供了知情同意书。1. Research objects: 97 patients with HER2-positive advanced breast cancer. The selected patients were confirmed as HER2-positive advanced breast cancer patients by histology or cytology, and all patients provided informed consent.
2.用药方法:吡咯替尼400mg,每日一次,口服。28天为1周期,每2周期复查影像学检查,评价疗效。2. Medication method: pyrotinib 400mg, once a day, orally. 28 days as a cycle, re-examination of imaging examination every 2 cycles to evaluate the curative effect.
3.实验方法3. Experimental method
3.1血浆游离DNA提取3.1 DNA extraction from plasma
3.1.1外周血样本分离3.1.1 Separation of peripheral blood samples
(1)采集患者外周血1-2管(5mL/管)于EDTA抗凝管中,轻柔上下颠倒(防止细胞破裂)6-8次充分混匀,在采血当天4-6小时内进行以下处理;(1) Collect 1-2 tubes (5mL/tube) of peripheral blood from the patient into EDTA anticoagulant tubes, gently invert up and down (to prevent cell rupture) 6-8 times and mix thoroughly, and perform the following treatment within 4-6 hours on the day of blood collection ;
(2)在4℃条件下1600g离心10分钟,离心后将上清(血浆)分装到多个1.5mL/2mL离心管中,在吸取过程中不能吸到中间层白细胞;(2) Centrifuge at 1600g for 10 minutes at 4°C. After centrifugation, divide the supernatant (plasma) into multiple 1.5mL/2mL centrifuge tubes, and the white blood cells in the middle layer cannot be absorbed during the absorption process;
(3)在4℃条件下16000g离心10分钟,去除残余细胞,将上清(血浆)转移到新的1.5mL/2mL离心管中,不能吸到管底白细胞,即得到分离后所需血浆;(3) Centrifuge at 16,000g for 10 minutes at 4°C to remove residual cells, transfer the supernatant (plasma) to a new 1.5mL/2mL centrifuge tube, if the white blood cells cannot be sucked to the bottom of the tube, the required plasma after separation is obtained;
(4)血浆样本处理完后,分离得到的血浆及剩余血细胞均保存到-80℃冰箱中,避免反复冻融。(4) After the plasma sample is processed, the separated plasma and remaining blood cells are stored in a -80°C refrigerator to avoid repeated freezing and thawing.
3.1.2血浆游离DNA提取(采用QIAamp Circulating Nucleic Acid Kit)3.1.2 Plasma cell-free DNA extraction (using QIAamp Circulating Nucleic Acid Kit)
(1)加30μL蛋白酶K至1.5mL离心管中;(1) Add 30μL proteinase K to a 1.5mL centrifuge tube;
(2)加入300μL血浆;(2) Add 300 μL plasma;
(3)加入240μL Buffer ACL和1.68μL Carrier RNA(0.2μg/μL),涡旋振荡30s,60℃温浴30min,温浴期间适当取出振荡;(3) Add 240 μL Buffer ACL and 1.68 μL Carrier RNA (0.2 μg/μL), vortex for 30 s, incubate at 60°C for 30 min, take out and oscillate properly during the incubation;
(4)加入540μL Buffer ACB,涡旋振荡15-30s,冰上或-20℃冰箱放置5min;(4) Add 540 μL Buffer ACB, vortex for 15-30s, and place on ice or in a -20°C refrigerator for 5 minutes;
(5)取700μL血浆混合物加入过滤柱中,7500rpm离心30s;(5) Add 700 μL of plasma mixture to the filter column, and centrifuge at 7500 rpm for 30 s;
(6)过滤柱空甩8000rpm,1min;(6) The filter column is emptied at 8000rpm for 1min;
(7)加入600μL Buffer ACW1,8000rpm,1min离心洗涤;(7) Add 600μL Buffer ACW1, 8000rpm, 1min centrifugal washing;
(8)加入700μL Buffer ACW2,8000rpm,1min离心洗涤;(8) Add 700μL Buffer ACW2, 8000rpm, centrifuge for 1min to wash;
(9)加入700μL无水乙醇,8000rpm,1min离心洗涤;(9) Add 700 μL of absolute ethanol, 8000 rpm, and centrifuge for 1 min to wash;
(10)过滤柱空甩14.000rpm,3min;(10) The filter column is emptied at 14.000rpm for 3min;
(11)把过滤柱放入新收集管中,打开盖子,56℃金属浴10min;(11) Put the filter column into a new collection tube, open the lid, and put it in a metal bath at 56°C for 10 minutes;
(12)将柱子放入新离心管汇总,加入60μL Buffer AVE回溶3min;(12) Put the column into a new centrifuge tube and add 60 μL Buffer AVE to redissolve for 3 minutes;
(13)14.000rpm离心1min,Qubit(Invitrogen,the Quant-iTTMdsDNA HS AssayKit)定量质控所提取的血浆游离DNA。(13) Centrifuge at 14.000rpm for 1 min, and use Qubit (Invitrogen, the Quant-iTTMdsDNA HS AssayKit) to quantify the extracted plasma free DNA.
3.2文库制备及超高深度测序3.2 Library preparation and ultra-high depth sequencing
对DNA片段进行末端修复;End repair of DNA fragments;
对DNA片段末端加A;Add A to the end of the DNA fragment;
连接Adapter文库接头:文库接头(Adapter)是指经过设计的一段碱基序列,作用在于DNA文库扩增时与引物相结合,使DNA扩增进行,并且在上机测序时与Standard Anchor相结合,利于探针与待测序位点结合辅助DNA测序进行。Connect Adapter library adapter: Library adapter (Adapter) refers to a designed base sequence, which is used to combine with primers during DNA library amplification to allow DNA amplification to proceed, and to combine with Standard Anchor during sequencing on the machine. It is beneficial for the combination of the probe and the site to be sequenced for assisted DNA sequencing.
文库进行第一轮PCR扩增;The library was subjected to the first round of PCR amplification;
扩增后文库质控并进行目标区域探针捕获杂交;Library quality control after amplification and probe capture hybridization for the target region;
杂交文库进行第二轮PCR扩增;The hybrid library is subjected to the second round of PCR amplification;
其中,引物序列为文库扩增的通用接头引物:Among them, the primer sequence is the universal adapter primer for library amplification:
上游引物:Upstream primers:
5’-AATGATACGGCGACCACCGAGATCTACACTCTTTCCCTACACGACGCTCTTCCGATCT-3’;5'-AATGATACGGCGACCACCGAGATCTACACTCTTTCCCTACACGACGCTCTTCCGATCT-3';
下游引物:Downstream primers:
5’-CAAGCAGAAGACGGCATACGAGATGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCT-3’。5'-CAAGCAGAAGACGGCATACGAGATGTGACTGGAGTTCAGACGTGTGCTCTTCCGATCT-3'.
探针是针对TP53和PIK3CA所有外显子序列,探针序列是根据两个基因序列设计,长度120bp,探针设计是本领域技术人员熟知的技术。The probe is aimed at all exon sequences of TP53 and PIK3CA, and the probe sequence is designed according to the two gene sequences, with a length of 120bp. The probe design is a technique well known to those skilled in the art.
文库定量及质控;Illumina HiSeq3000上机测序Library quantification and quality control; Illumina HiSeq3000 on-machine sequencing
3.3下机数据生物信息分析3.3 Bioinformatics analysis of off-board data
获得下机数据后需进行如下生物信息分析,得到最终的变异结果After obtaining the off-board data, the following biological information analysis is required to obtain the final mutation result
SOAPnuke filter:去除低质量reads;SOAPnuke filter: remove low-quality reads;
与reference序列比对,产生bam文件;Align with the reference sequence to generate a bam file;
标记重复序列;Mark repeats;
比对结果不好的序列重新比对,并校正质量值;Sequences with poor alignment results were re-aligned and the quality value was corrected;
去除错配序列;Remove mismatched sequences;
分析下机数据QC:统计芯片的捕获效率、有效reads数、平均深度、重复率、覆盖度及未被覆盖的区间等信息;Analyze off-machine data QC: count chip capture efficiency, number of effective reads, average depth, repetition rate, coverage, and uncovered intervals, etc.;
寻找变异:Call SNV/InDel/SV/CNV:Finding Variations: Call SNV/InDel/SV/CNV:
用mutect、varScan、somVar流程call somatic SNV变异;Call somatic SNV variation with mutect, varScan, somVar processes;
用gatk、varScan、somVar流程call somatic InDel变异;Use gatk, varScan, somVar processes to call somatic InDel mutation;
用contra.py流程call CNV;Call CNV with the contra.py process;
用somVar流程call SV;Call SV with the somVar process;
4.实验结果4. Experimental results
4.1基因分型4.1 Genotyping
97例患者中PIK3CA基因和TP53基因上存在的位点突变的统计情况如表1所示:The statistics of the site mutations in the PIK3CA gene and TP53 gene in the 97 patients are shown in Table 1:
表1位点突变信息Table 1 Site mutation information
4.2基因位点突变与HER2阳性晚期乳腺癌患者对吡咯替尼治疗反应性的相关性分析4.2 Correlation analysis of gene site mutations and response to pyrotinib treatment in patients with HER2-positive advanced breast cancer
结果显示,27例PIK3CA突变患者的吡咯替尼缓解率(ORR=CR+PR)为0%,70例PIK3CA野生型患者的ORR为45.7%(32/70;p=0.114卡方检验)。同样,32例TP53突变患者的ORR为0%,65例TP53野生型患者的ORR为49.2%(32/65;p=0.054卡方检验)。联合PIK3CA与TP53结果分析,PIK3CA或TP53突变型患者的ORR为0%,而PIK3CA及TP53均为野生型患者的ORR为60.0%(p=0.013,卡方检验),且二者mPFS存在显著差异(14.9vs.46.1周,p=0.015,log-rank test),结果见表2和图1所示。The results showed that the remission rate (ORR=CR+PR) of pyrotinib in 27 patients with PIK3CA mutation was 0%, and the ORR in 70 patients with wild-type PIK3CA was 45.7% (32/70; p=0.114 chi-square test). Likewise, the ORR was 0% in 32 patients with TP53 mutation and 49.2% in 65 patients with wild-type TP53 (32/65; p=0.054 chi-square test). Combined analysis of PIK3CA and TP53 results, the ORR of patients with PIK3CA or TP53 mutations was 0%, while the ORR of patients with wild-type PIK3CA and TP53 was 60.0% (p=0.013, chi-square test), and there was a significant difference in mPFS between the two (14.9vs.46.1 weeks, p=0.015, log-rank test), the results are shown in Table 2 and Figure 1.
表2分析结果Table 2 analysis results
上述实施例的说明只是用于理解本发明的方法及其核心思想。应当指出,对于本领域的普通技术人员来说,在不脱离本发明原理的前提下,还可以对本发明进行若干改进和修饰,这些改进和修饰也将落入本发明权利要求的保护范围内。The description of the above embodiments is only for understanding the method and core idea of the present invention. It should be pointed out that for those skilled in the art, without departing from the principles of the present invention, some improvements and modifications can be made to the present invention, and these improvements and modifications will also fall within the protection scope of the claims of the present invention.
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Clinical implications of genomic profiles in metastatic breast cancer with a focus on TP53 and PIK3CA,the most frequently mutated genes;Ji-Yeon Kim等;《Oncotarget》;20170303;第8卷(第17期);第27997-28007页 * |
Phase I study and biomarker analysis of pyrotinib, a novel irreversible Pan-ErbB receptor tyrosine kinase inhibitor,in patients with human epidermal growth factor receptor 2-postive metastatic breast cancer;Ma F等;《J clin oncol》;20170512;第35卷(第27期);第3105-3112页 * |
PIK3CA and TP53 gene mutations in human breast cancer tumors frequently detected by lon Torrent DNA sequencing;Xusheng Bai等;《PLOS ONE》;20140611;第9卷(第6期);第e99306页 * |
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