- Research article
- Open Access
PIK3CA-activating mutations and chemotherapy sensitivity in stage II–III breast cancer
Breast Cancer Research volume 10, Article number: R27 (2008)
In vitro evidence suggests that PIK3CA (phosphatidylinositol 3-kinase, catalytic, alpha polypeptide) activation may be associated with altered chemotherapy sensitivity in cancer.
Tumor DNA from 140 patients with stage II–III breast cancer undergoing neoadjuvant chemotherapy was sequenced for PIK3CA mutations on exons 1, 9, and 20. Mutation status was correlated with clinical/pathological parameters and chemotherapy response as (a) pathological complete response (pCR) versus residual cancer or (b) quantitative residual cancer burden (RCB) scores, including stratification for estrogen receptor (ER) expression status, type of chemotherapy, and by exons.
Twenty-three patients (16.4%) harbored a PIK3CA mutation, with 12, 11, and 0 mutations located in exons 9, 20, and 1, respectively. PIK3CA exon 9 mutations were more frequent among node-negative (52% versus 25%; P = 0.012) than node-positive tumors, particularly among ER-positive tumors. pCR rates and RCB scores were similar among patients with the wild-type and mutant PIK3CA genes, even after stratification by ER status, chemotherapy regimen (anthracycline versus anthracycline plus paclitaxel), or exon.
PIK3CA mutations are not associated with altered sensitivity to preoperative anthracycline-based or taxane-based chemotherapies in ER-positive and ER-negative breast tumors. In this study, PIK3CA mutation was associated with a decreased rate of node-positive disease, particularly among ER-positive tumors.
Phosphoinositol 3-kinase (PI3K) is a heterodimer that is composed of a p85 regulatory and a p110 catalytic subunit (coded for by the PIK3CA [PI3K, catalytic, alpha polypeptide] gene) [1, 2]. PI3K activity controls multiple cellular functions through its second messenger, 3,4,5'-phosphatidylinositol trisphosphate, and its downstream targets, including the serine/threonine protein kinases Akt and mammalian target of rapamycin (mTOR) . Activation of the PI3K/Akt pathway is involved in the regulation of cell proliferation and suppression of apoptosis . Activating mutations in the catalytic subunit are oncogenic in vivo . Almost all activating mutations (>90%) in human tumors occur in exons 9 (helical domain E542K and E545K) and 20 (kinase domain H1047R); the remainder seem to be distributed evenly over the entire PIK3CA coding sequence. Activating mutations induce a gain of function that results in constitutive signaling through the PI3K/Akt and mTOR pathways . PIK3CA is frequently mutated in different human tumors, including head and neck, cervical, gastric, lung, and breast tumors . In breast cancer, PIK3CA mutations occur in approximately 18% to 40% of human cases and are also observed in up to 50% of breast cancer cell lines [8–14].
In vitro evidence suggests that PIK3CA activation is associated with decreased sensitivity to several different chemotherapeutic agents, including paclitaxel, doxorubicin, or 5-fluorouracil [15, 16]. The goal of this study was to examine whether there is a correlation between activating mutations in the catalytic subunit of PI3K and response to therapy in stage II–III human breast cancer treated with preoperative chemotherapy. We hypothesized that activation of this pathway through somatic mutations may be associated with decreased response to cytotoxic treatment and increased residual cancer volume after chemotherapy. We examined this potential effect separately for estrogen receptor (ER)-positive and for ER-negative breast tumors and also for anthracycline-based and anthracycline/paclitaxel-based chemotherapies. To our knowledge, this is the first breast cancer study to directly examine the association between PIK3CA mutation status and response to chemotherapy in breast cancer.
Materials and methods
The study population consisted of 140 patients who participated in a pharmacogenomic predictive marker discovery study at the University of Texas M. D. Anderson Cancer Center (MDACC) . During this research, patients were asked to undergo pretreatment fine needle aspiration (performed with a 23- or 25-gauge needle) of the primary breast tumor. Cells from two or three passes were collected into vials containing 1 mL of RNAlater™ solution (Ambion, Inc., Austin, TX, USA) and stored at -80°C. All patients subsequently received 6 months of preoperative chemotherapy: 63 patients (45%) received six courses of 5-fluoruracil, doxorubicin (or epirubicin), and cyclophosphamide (FAC or FEC, respectively) chemotherapy, and 77 patients (55%) received 12 weekly courses of paclitaxel followed by four courses of 5-fluoruracil, doxorubicin (or epirubicin), and cyclophosphamide (TFAC or TFEC, respectively). None of these patients received preoperative treatment with trastuzumab, lapatinib, or endocrine therapy. All patients underwent modified radical mastectomy or lumpectomy and sentinel node dissection after completion of chemotherapy. All patients with ER-positive tumors subsequently received adjuvant endocrine therapy. Each patient gave informed consent to allow molecular analysis of her tumor, and this study was approved by the institutional review board of the MDACC. Patient characteristics are summarized in Table 1.
ER expression status and progesterone receptor (PR) expression status were assessed by immunohistochemistry (IHC) (6F11; Novocastra Laboratories Ltd., Newcastle, UK) and human epidermal growth receptor 2 (HER2) status was assessed by either fluorescence in situ hybridization (FISH) or IHC as part of routine clinical care. ER positivity and PR positivity were defined as greater than 10% positive tumor cells with nuclear staining. HER2 positivity was defined as either HER2 gene amplification on FISH analysis (>2.0 CYP16/HER2 gene copy number ratio) or 3+ signal on IHC evaluation. Nuclear grade was assessed using modified Black's nuclear grading system. Pathological response was determined at the time of surgery by microscopic examination of the excised tumor and lymph nodes. Pathological complete response (pCR) was defined as no residual invasive cancer in either tumor or lymph nodes as opposed to residual disease (RD). Cases with in situ carcinoma in the absence of an invasive component were also included among the cases with pCR . Cases with residual cancer (RD) represent a continuum of responses and it has long been recognized that the larger the residual cancer after preoperative chemotherapy, the worse the prognosis. We recently developed a method to quantify residual invasive cancer after preoperative chemotherapy on a continuous scale. This method combines the largest diameter of the invasive tumor, the percentage cellularity of the tumor, the number of lymph nodes involved, and the largest diameter of the nodal involvement into a residual cancer burden (RCB) score [19, 20]. The RCB score correlates with survival and also can be used to define four distinct pathological response categories: RCB-0 (same as pCR), RCB-I (near pCR), RCB-II (moderate residual cancer), and RCB-III (extensive residual cancer). These RCB categories are predictive of long-term survival; patients who achieve RCB-I pathological response have overall and disease-free survival rates similar to those of patients achieving pCR (that is, RCB-0) whereas patients with RCB-III have a very poor prognosis, particularly if they have ER-negative disease .
DNA isolation and mutation analysis
DNA was extracted from the flow-through of the RNA extraction step performed with a Qiagen RNEasy Mini Kit (#74104; Qiagen Inc., Valencia, CA, USA) using a Qiagen DNA extraction kit (#69504; Qiagen Inc.) according to the manufacturer's instructions. DNA concentration and purity were determined using a NanoDrop ND-1000 Spectrometer (NanoDrop Technologies, Wilmington, DE, USA).
Sequences for all annotated exons and adjacent intronic sequences containing the kinase domain of the PIK3CA gene were extracted from the Celera (Rockville, MD, USA)  or public  draft human genome sequences. Primers for polymerase chain reaction (PCR) amplification and sequencing were designed using the Primer3 program  and were synthesized by MWG (High Point, NC, USA) or Integrated DNA Technologies, Inc. (Coralville, IA, USA). PCR amplification and PIK3CA sequencing were performed using a 384-capillary automated sequencing apparatus (Spectrumedix, State College, PA, USA). Sequence traces were assembled and analyzed to identify potential genomic alterations using the Mutation Surveyor software package (SoftGenetics, LLC, State College, PA, USA). Primer sequences and conditions for PCR amplification and sequencing have been reported previously [7, 24]. Exon-specific and sequencing primers were synthesized by Invitrogen Corporation (Carlsbad, CA, USA). Purified PCR products were sequenced using a BigDye® Terminator version 3.1 Cycle Sequencing Kit (Applied Biosystems, Foster City, CA, USA) and analyzed with a 3730 ABI capillary electrophoresis system. Mutational analysis was carried out in the laboratory of author AB at the University of Torino .
The correlation between PIK3CA mutation status and dichotomous clinical/pathological parameters was examined by means of the chi-square test. ER, PR, and HER2 receptor expression status (positive versus negative), nuclear grade (1/2 versus 3), and lymph node status (negative versus positive) were considered as dichotomous variables. Tumor size (T0–T4) and patient ethnicity (Asian, Black, Hispanic, and Caucasian) were treated as categorical variables, and patient age was treated as a continuous variable. Pathological response was examined as both a dichotomous variable comparing pCR versus all RD and as an ordinal categorical variable (RCB-0, -I, -II, and -III). The associations between continuous variables and PIK3CA mutation status were determined using the unequal variance t test. A P value of less than 0.05 was considered significant.
PIK3CA mutation status of study cohort
The mutational status of the PIK3CA gene was assessed in all 140 tumors by direct sequencing of the gene regions encoding the helical domain (exon 9) and the catalytic domain (exon 20) of the PIK3CA gene. Tumor DNA was used from needle aspiration biopsy material that contains 75% to 90% cancer cells. One hundred seventeen tumors (83.6%) had the wild-type PIK3CA gene and 23 patients had an activating mutation in the PIK3CA gene (16.4%). Among the cases with a PIK3CA mutation, 12 had a missense mutation in exon 9 (8 E545K type, 3 E542K type and 1 Q546R) and 11 cases had a mutation in exon 20 (all but 2 were H1047R). Table 2 lists all of the detected mutations. We also examined mutations in exon 1 but no mutation was found in any of the cases.
Correlation between PIK3CA mutation status and clinical/pathological variables
When all of the cases were considered together, PIK3CA mutation was significantly associated with lymph node-negative status; 52% of mutant cases were node-negative compared with 25% among the wild-type cases (P = 0.012). There was also a trend for increased frequency of PIK3CA mutations in older women. The median age of patients with a PIK3CA mutation was 56 years compared with 51 years for the wild-type cases (P = 0.0535). No other clinical or pathological factor was significantly associated with PIK3CA mutation status (Table 3). In a multivariate model that included patient ethnicity, tumor grade (1/2 versus 3), tumor size, nodal stage, ER, PR, and HER2 status, patient age as well as response to chemotherapy, nodal status remained independently associated with PIK3CA mutation (P = 0.029).
Correlation between PIK3CA mutation status and clinical/pathological variables in ER-positive and ER-negative subgroups
We also examined the association between clinical and pathological parameters and PIK3CA mutation status in ER-negative (n = 62) and ER-positive (n = 78) tumors separately. No significant correlation was found between any clinical variable and PIK3CA mutation status among the ER-negative tumors. In contrast, among the ER-positive tumors, PIK3CA mutation status was significantly and inversely associated with nodal status. Patients with ER-positive tumors who were also positive for PIK3CA mutation had a higher incidence of node-negative disease (53% versus 22%; P = 0.025). No other clinical/pathological factor was associated with PIK3CA status in patients with ER-positive tumors (Table 4).
Association between PIK3CA mutation status and pathological response to chemotherapy
We examined the correlation between PIK3CA mutation status and response to chemotherapy in all cases and after stratification by ER status. When all of the cases were considered together, there was no difference in pCR rate (pCR = extreme chemotherapy sensitivity) among the PIK3CA mutant (pCR = 18%) and wild-type (pCR = 17%) cases (Table 3). In ER-positive tumors, the pCR rates were 8% and 13% (P = 0.62) in tumors with wild-type and mutant PIK3CA, respectively. In ER-negative tumors, the pCR rates were 28% and 29% (P = 1.0) for the wild-type and mutant cases, respectively (Table 4). Next, we examined pCR rates by type of chemotherapy and PIK3CA mutation status. Sixty-three patients received neoadjuvant FAC/FEC chemotherapy and the pCR rates were 6% and 8% for the wild-type and mutant cases, respectively (P = 1.0). Seventy-seven patients received neoadjuvant TFAC/TFEC chemotherapy and the pCR rates were 27% and 30% for the wild-type and mutant cases, respectively (P = 1.0) (Table 5).
It has been suggested that mutations in exon 9 may have different functional consequences than mutations in exon 20; therefore, we also tested the association between mutation type and response to chemotherapy . There was no difference in pCR rates associated with mutation in either exon individually. However, in correlation analysis, nodal stage was associated with PIK3CA mutation status only for those in exon 9, with patients harboring an exon 9 mutation having an increased incidence of node-negative disease (66.7%) compared with patients with wild-type or other mutation types (24.8%; P = 0.023). Mutations in exon 20 were not significantly associated with any clinical or pathological parameter (Table 6).
RCB response category was available for 106 patients and this provided an opportunity to correlate PIK3CA mutation with graded pathological response. We compared PIK3CA mutation frequency in all four RCB categories and also in the two extreme response groups: RCB-0/I (highly chemotherapy-sensitive cases) versus RCB-III (highly chemotherapy-resistant tumors). No significant association was found between RCB response categories and PIK3CA mutation status in either analysis (P = 0.121 and 0.166, respectively) (Table 3). Even after stratification for ER status, chemotherapy regimen, and type of mutation, no significant association was found between PIK3CA mutation status and response to therapy (Tables 4, 5, 6).
Several lines of in vitro evidence suggest that activation status of the PI3K/Akt signaling cascade might alter the chemosensitivity of tumors. For example, in ovarian cancer, overexpression of constitutively active Akt in ovarian cancer cell lines rendered them more resistant to paclitaxel than cancer cells with a low level of Akt expression . In breast cancer cells, transfection of HER2 into MCF7 cells caused PI3K-dependent activation of Akt, resulting in increased resistance to several chemotherapy drugs, including paclitaxel, doxorubicin, 5-fluorouracil, etoposide, and camptothecin. Selective inhibition of PI3K or Akt activity through transfection with dominant-negative expression vectors increased the sensitivity to chemotherapy agents . Activated Ras can also promote cell proliferation and inhibit apoptosis through activation of the PI3K/Akt pathway. When PI3K or MEK was selectively inhibited in Ras-activated MCF7 breast cancer cells, these cells became increasingly sensitive to paclitaxel, doxorubicin, and 5-fluorouracil .
Based on these results, we hypothesized that PIK3CA activating mutations may be associated with lesser chemotherapy sensitivity and more residual cancer after preoperative chemotherapy. We examined PIK3CA mutation status in 140 patients with stage II–III breast cancer and correlated the results with clinical and pathological variables, including response to preoperative chemotherapy. The amount of viable invasive cancer after preoperative chemotherapy is a direct measure of chemotherapy sensitivity and is an established surrogate marker of long-term survival . In particular, individuals with pathological complete (pCR) or near complete (RCB-I) response have excellent rates of survival .
We did not find any association between PIK3CA status and response to anthracycline-based or anthracycline-containing and paclitaxel-containing chemotherapies. The frequency of PIK3CA mutations was similar in patients with extremely chemotherapy-sensitive tumors indicated by pCR and those with lesser response (RCB-I or RCB-II) or even with extensive residual cancer (RCB-III). ER-positive and ER-negative tumors represent two molecularly different diseases that differ in clinical behavior as well as in chemotherapy sensitivity [28–30]. We previously suggested that different molecular markers may be associated with response to treatment in these two distinct types of breast cancer . For example, high expression of proliferation-related and genomic grade-related genes is associated with chemotherapy sensitivity in both ER-negative and ER-positive tumors. However, expression of genes involved in the E2F3 pathway is associated with increased chemotherapy sensitivity among ER-negative tumors only, whereas a mutant p53 signature and the expression of ER-related genes are associated with lower chemotherapy sensitivity in ER-positive breast tumors . We therefore examined whether the effect of PIK3CA mutation on response to chemotherapy is different among ER-negative and ER-positive tumors. We found no evidence that PIK3CA mutation is predictive of response in either ER-positive or ER-negative tumors.
It was recently reported that PIK3CA mutations in different exons may carry different prognostic values. In one study, exon 9 mutations correlated with unfavorable prognosis (that is, early recurrence and death); in contrast, exon 20 mutations were associated with favorable prognosis . We therefore also examined the association between PIK3CA mutation status and clinical/pathological parameters separately for exon 9 and 20 mutations. We could not detect any difference between response to chemotherapy and PIK3CA mutation type. These observations do not exclude the possibility that assessment of the activity of the PI3K pathway with other more comprehensive protein or mRNA profile-based methods will show predictive value to these or other drugs. PI3K can be activated through many mechanisms other than mutations, and loss of negative feedback loops such as inactivation of PTEN (phosphatase and tensin homolog deleted on chromosome 10) can also activate this complex pathway . Evaluation of other methods to assess PI3K activity to determine its potential predictive value requires further studies.
The sample size of this study is too small to allow for robust analysis of multiple subsets defined by various combinations of ER status, PIK3CA mutation type, and treatment regimen. Stratification for any of these three variables could be done only one at a time. Much larger studies will be needed to address the predictive value of PIK3CA mutations in different molecular subsets of breast cancer in the context of different chemotherapies.
Among the various routine clinical and pathological characteristics that were examined, only nodal status was found to be significantly associated with PIK3CA mutation. Patients with PIK3CA mutations more frequently had node-negative tumors compared with patients with the wild-type gene (52% versus 25%; P = 0.012). After adjustment for ER expression, only patients with ER-positive tumors showed this inverse relationship between PIK3CA mutation and nodal status. Furthermore, this correlation was limited to patients harboring exon 9 mutations only. This mutation was significantly more frequent among patients with node-negative disease (66.7% versus 24.8%; P = 0.023). The median follow-up for these cases is short; therefore, no survival analysis can be performed currently to examine the prognostic value of PIK3CA mutation in these data.
In this study, we did not find any evidence that PIK3CA mutations are associated with chemotherapy sensitivity in human breast cancer treated with anthracycline or anthracycline and paclitaxel preoperative chemotherapies. This lack of association between pathological response and mutation status held true for both ER-positive and ER-negative tumors.
- FAC = 5-fluoruracil:
doxorubicin, and cyclophosphamide
- FEC = 5-fluoruracil:
epirubicin, and cyclophosphamide
fluorescence in situ hybridization
human epidermal growth receptor 2
M. D. Anderson Cancer Center
mammalian target of rapamycin
pathological complete response
polymerase chain reaction
- PIK3CA = phosphatidylinositol 3-kinase:
catalytic, alpha polypeptide
residual cancer burden
- TFAC = paclitaxel followed by 5-fluoruracil:
doxorubicin, and cyclophosphamide
- TFEC = paclitaxel followed by 5-fluoruracil:
epirubicin, and cyclophosphamide.
Carpenter CL, Duckworth BC, Auger KR, Cohen B, Schaffhausen BS, Cantley LC: Purification and characterization of phosphoinositide 3-kinase from rat liver. J Biol Chem. 1990, 265: 19704-19711.
Whitman M, Downes CP, Keeler M, Keller T, Cantley L: Type I phosphatidylinositol kinase makes a novel inositol phospholipid, phosphatidylinositol-3-phosphate. Nature. 1988, 332: 644-646. 10.1038/332644a0.
Martelli AM, Faenza I, Billi AM, Manzoli L, Evangelisti C, Falà F, Cocco L: Intranuclear 3'-phosphoinositide metabolism and Akt signaling: new mechanisms for tumorigenesis and protection against apoptosis?. Cell Signal. 2006, 18: 1101-1107. 10.1016/j.cellsig.2006.01.011.
Martelli AM, Cocco L, Capitani S, Miscia S, Papa S, Manzoli FA: Nuclear phosphatidylinositol 3,4,5-trisphosphate, phosphatidylinositol 3-kinase, Akt, and PTen: emerging key regulators of anti-apoptotic signaling and carcinogenesis. Eur J Histochem. 2007, 125-131. Suppl 1
Bader AG, Kang S, Vogt PK: Cancer-specific mutations in PIK3CA are oncogenic in vivo. Proc Natl Acad Sci USA. 2006, 103: 1475-1479. 10.1073/pnas.0510857103.
Vogt PK, Kang S, Elsliger MA, Gymnopoulos M: Cancer-specific mutations in phosphatidylinositol 3-kinase. Trends Biochem Sci. 2007, 32: 342-349. 10.1016/j.tibs.2007.05.005.
Samuels Y, Wang Z, Bardelli A, Silliman N, Ptak J, Szabo S, Yan H, Gazdar A, Powell SM, Riggins GJ, Willson JK, Markowitz S, Kinzler KW, Vogelstein B, Velculescu VE: High frequency of mutations of the PIK3CA gene in human cancers. Science. 2004, 304: 554-10.1126/science.1096502.
Wu G, Xing M, Mambo E, Huang X, Liu J, Guo Z, Chatterjee A, Goldenberg D, Gollin SM, Sukumar S, Trink B, Sidransky D: Somatic mutation and gain of copy number of PIK3CA in human breast cancer. Breast Cancer Res. 2005, 7: R609-R616. 10.1186/bcr1262.
Levine DA, Bogomolniy F, Yee CJ, Lash A, Barakat RR, Borgen PI, Boyd J: Frequent mutation of the PIK3CA gene in ovarian and breast cancers. Clin Cancer Res. 2005, 11: 2875-2878. 10.1158/1078-0432.CCR-04-2142.
Lee JW, Soung YH, Kim SY, Lee HW, Park WS, Nam SW, Kim SH, Lee JY, Yoo NJ, Lee SH: PIK3CA gene is frequently mutated in breast carcinomas and hepatocellular carcinomas. Oncogene. 2005, 24: 1477-1480. 10.1038/sj.onc.1208304.
Bachman KE, Argani P, Samuels Y, Silliman N, Ptak J, Szabo S, Konishi H, Karakas B, Blair BG, Lin C, Peters BA, Velculescu VE, Park BH: The PIK3CA gene is mutated with high frequency in human breast cancers. Cancer Biol Ther. 2004, 3: 772-775.
Campbell IG, Russell SE, Choong DY, Montgomery KG, Ciavarella ML, Hooi CS, Cristiano BE, Pearson RB, Phillips WA: Mutation of the PIK3CA gene in ovarian and breast cancer. Cancer Res. 2004, 64: 7678-7681. 10.1158/0008-5472.CAN-04-2933.
Saal LH, Holm K, Maurer M, Memeo L, Su T, Wang X, Yu JS, Malmström PO, Mansukhani M, Enoksson J, Hibshoosh H, Borg A, Parsons R: PIK3CA mutations correlate with hormone receptors, node metastasis, and ERBB2, and are mutually exclusive with PTEN loss in human breast carcinoma. Cancer Res. 2005, 65: 2554-2559. 10.1158/0008-5472-CAN-04-3913.
Hollestelle A, Elstrodt F, Nagel JH, Kallemeijn WW, Schutte M: Phosphatidylinositol-3-OH kinase or RAS pathway mutations in human breast cancer cell lines. Mol Cancer Res. 2007, 5: 195-201. 10.1158/1541-7786.MCR-06-0263.
Jin W, Wu L, Liang K, Liu B, Lu Y, Fan Z: Roles of the PI-3K and MEK pathways in Ras-mediated chemoresistance in breast cancer cells. Br J Cancer. 2003, 89: 185-191. 10.1038/sj.bjc.6601048.
Knuefermann C, Lu Y, Liu B, Jin W, Liang K, Wu L, Schmidt M, Mills GB, Mendelsohn J, Fan Z: HER2/PI-3K/Akt activation leads to a multidrug resistance in human breast adenocarcinoma cells. Oncogene. 2003, 22: 3205-3212. 10.1038/sj.onc.1206394.
Hess KR, Anderson K, Symmans WF, Valero V, Ibrahim N, Mejia JA, Booser D, Theriault RL, Buzdar AU, Dempsey PJ, Rouzier R, Sneige N, Ross JS, Vidaurre T, Gómez HL, Hortobagyi GN, Pusztai L: Pharmacogenomic predictor of sensitivity to preoperative chemotherapy with paclitaxel and fluorouracil, doxorubicin, and cyclophosphamide in breast cancer. J Clin Oncol. 2006, 24: 4236-4424. 10.1200/JCO.2006.05.6861.
Mazouni C, Peintinger F, Wan-Kau S, Andre F, Gonzalez-Angulo AM, Symmans WF, Meric-Bernstam F, Valero V, Hortobagyi GN, Pusztai L: Residual ductal carcinoma in situ in patients with complete eradication of invasive breast cancer after neoadjuvant chemotherapy does not adversely affect patient outcome. J Clin Oncol. 2007, 25: 2650-2655. 10.1200/JCO.2006.08.2271.
Clinical calculators & tools, residual cancer burden calculator. [http://www.mdanderson.org/breastcancer_RCB]
Symmans WF, Peintinger F, Hatzis C, Rajan R, Kuerer H, Valero V, Assad L, Poniecka A, Hennessy B, Green M, Buzdar AU, Singletary SE, Hortobagyi GN, Pusztai L: Measurement of residual breast cancer burden to predict survival after neoadjuvant chemotherapy. J Clin Oncol. 2007, 25: 4414-4422. 10.1200/JCO.2007.10.6823.
Celera homepage. [http://www.celera.com]
UCSC Genome Bioinformatics homepage. [http://genome.ucsc.edu]
Primer3 input 0.4.0. [http://frodo.wi.mit.edu/cgi-bin/primer3/primer3_www.cgi]
Moroni M, Veronese S, Benvenuti S, Marrapese G, Sartore-Bianchi A, Di Nicolantonio F, Gambacorta M, Siena S, Bardelli A: Gene copy number for epidermal growth factor receptor (EGFR) and clinical response to antiEGFR treatment in colorectal cancer: a cohort study. Lancet Oncol. 2005, 6: 279-286. 10.1016/S1470-2045(05)70102-9.
Barbareschi M, Buttitta F, Felicioni L, Cotrupi S, Barassi F, Del Grammastro M, Ferro A, Dalla Palma P, Galligioni E, Marchetti A: Different prognostic roles of mutations in the helical and kinase domains of the PIK3CA gene in breast carcinomas. Clin Cancer Res. 2007, 13: 6064-6069. 10.1158/1078-0432.CCR-07-0266.
Page C, Lin HJ, Jin Y, Castle VP, Nunez G, Huang M, Lin J: Overexpression of Akt/AKT can modulate chemotherapy-induced apoptosis. Anticancer Res. 2000, 20: 407-416.
Rastogi P, Anderson SJ, Bear HD, Geyer CE, Kahlenberg MS, Robidoux A, Margolese RG, Hoehn JL, Vogel VG, Dakhil SR, Tamkus D, King KM, Pajon ER, Wright MJ, Robert J, Paik S, Mamounas EP, Wolmark N: Preoperative chemotherapy: updates of National Surgical Adjuvant Breast and Bowel Project Protocols B-18 and B-27. J Clin Oncol. 2008, 26: 778-785. 10.1200/JCO.2007.15.0235.
Perou CM, Sørlie T, Eisen MB, van de Rijn M, Jeffrey SS, Rees CA, Pollack JR, Ross DT, Johnsen H, Akslen LA, Fluge O, Pergamenschikov A, Williams C, Zhu SX, Lønning PE, Børresen-Dale AL, Brown PO, Botstein D: Molecular portraits of human breast tumours. Nature. 2000, 406: 747-752. 10.1038/35021093.
Sørlie T, Perou CM, Tibshirani R, Aas T, Geisler S, Johnsen H, Hastie T, Eisen MB, van de Rijn M, Jeffrey SS, Thorsen T, Quist H, Matese JC, Brown PO, Botstein D, Eystein Lønning P, Børresen-Dale AL: Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications. Proc Natl Acad Sci USA. 2001, 98: 10869-10874. 10.1073/pnas.191367098.
Hess KR, Pusztai L, Buzdar AU, Hortobagyi GN: Oestrogen receptors and distinct patterns of breast cancer relapse. Breast Cancer Res Treat. 2003, 78: 105-118. 10.1023/A:1022166517963.
Liedtke C, Tordai A, Wang J, André F, Yan K, Sotiriou C, Hortobagyi GN, Symmans WF, Pusztai L: Gene set enrichment analysis to evaluate biological pathways involved in chemotherapy response in breast cancer. ASCO Breast Cancer Symposium. San Francisco CA, USA, Abstract 53-September 7–8, 2007
Davies M, Hennessy B, Mills GB: Point mutations of protein kinases and individualized cancer therapy. Expert Opin Pharmacother. 2006, 7: 2243-2261. 10.1517/146565188.8.131.523.
This work was supported by grants to CL from the dfg (Deutsche Forschungsgemeinschaft), Germany; to LP from the National Cancer Institute (NCI) (RO1-CA106290), the Breast Cancer Research Foundation, and the Goodwin Foundation; and to GNH by the NCI (2P30 CA016672 28 [PP-4]) and the Nellie B. Connally Breast Cancer Research Fund. AT is a visiting professor of the Hungarian American Enterprise Scholarship Fund. AB and LC were supported by The Italian Association for Cancer Research (AIRC), the Italian Ministry of University and Research, and the Association for International Cancer Research (AICR-UK) (EU FP6 contracts MCSCs 037297).
The authors declare that they have no competing interests.
CL was responsible for data analysis and drafting the manuscript. LC was responsible for data collection and experimental realization and participated in drafting the manuscript. AT was responsible for collection and processing of specimens. KY was responsible for statistical evaluation of the experimental data. HLG, LJBF, VV, and EAS were responsible for specimen and data collection. REH was responsible for collection of clinical data. WFS was responsible for the study design, specimen and data collection, and data evaluation. GNH was responsible for data analysis and critically revised the manuscript. AB was responsible for the study design, data collection, and experimental realization and participated in drafting the manuscript. LP was responsible for the study design, data collection, and drafting/finalizing the manuscript. All authors read and approved the final manuscript
About this article
Cite this article
Liedtke, C., Cardone, L., Tordai, A. et al. PIK3CA-activating mutations and chemotherapy sensitivity in stage II–III breast cancer. Breast Cancer Res 10, R27 (2008). https://doi.org/10.1186/bcr1984
- Preoperative Chemotherapy
- Estrogen Receptor Status
- PIK3CA Mutation
- Residual Cancer
- PIK3CA Gene