Figures
Abstract
Mutations in PIK3CA are present in 10 to 15% of colorectal carcinomas. We aimed to examine how PIK3CA mutations relate to other molecular alterations in colorectal carcinoma, to pathologic phenotype and survival. PIK3CA mutation testing was carried out using direct sequencing on 757 incident tumors from the Melbourne Collaborative Cohort Study. The status of O-6-methylguanine-DNA methyltransferase (MGMT) was assessed using both immunohistochemistry and methyLight techniques. Microsatellite instability, CpG island phenotype (CIMP), KRAS and BRAF V600E mutation status, and pathology review features were derived from previous reports. PIK3CA mutation was observed in 105 of 757 (14%) of carcinomas, characterized by location in the proximal colon (54% vs. 34%; P<0.001) and an increased frequency of KRAS mutation (48% vs. 25%; P<0.001). High-levels of CIMP were more frequently found in PIK3CA-mutated tumors compared with PIK3CA wild-type tumors (22% vs. 11%; P = 0.004). There was no difference in the prevalence of BRAF V600E mutation between these two tumor groups. PIK3CA-mutated tumors were associated with loss of MGMT expression (35% vs. 20%; P = 0.001) and the presence of tumor mucinous differentiation (54% vs. 32%; P<0.001). In patients with wild-type BRAF tumors, PIK3CA mutation was associated with poor survival (HR 1.51 95% CI 1.04–2.19, P = 0.03). In summary, PIK3CA-mutated colorectal carcinomas are more likely to develop in the proximal colon, to demonstrate high levels of CIMP, KRAS mutation and loss of MGMT expression. PIK3CA mutation also contributes to significantly decreased survival for patients with wild-type BRAF tumors.
Citation: Rosty C, Young JP, Walsh MD, Clendenning M, Sanderson K, Walters RJ, et al. (2013) PIK3CA Activating Mutation in Colorectal Carcinoma: Associations with Molecular Features and Survival. PLoS ONE 8(6): e65479. https://doi.org/10.1371/journal.pone.0065479
Editor: Hassan Ashktorab, Howard University, United States of America
Received: January 28, 2013; Accepted: April 25, 2013; Published: June 13, 2013
Copyright: © 2013 Rosty et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: This work was supported by the National Health and Medical Research Council (509348 209057) and Cancer Council Victoria. MAJ is a NHMRC Senior Research Fellow and JLH is a NHMRC Australia Fellow. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors declare that two author’s affiliations “Envoi Pathology” (Christophe Rosty) and “Sullivan and Nicolaides Pathology” (Michael Walsh) are from commercial companies (private pathology laboratories). However, the authors have nothing to declare relating to employment, consultancy, patents, products in development or marketed products. This does not alter the authors' adherence to all the PLOS ONE policies on sharing data and materials.
Introduction
PIK3CA (phosphatidylinositol-3,4-bisphosphonate 3-kinase, catalytic subunit alpha) encodes for the catalytic p110-alpha subunit of Phosphatidylinositol 3-Kinase (PI3K) alpha, which orchestrates cell responses including cell proliferation, survival, proliferation, migration and morphology [1], [2]. PI3K is a family of proteins capable of phosphorylating phosphaditylinositols in response to activation of growth factors from various ligands such as epidermal growth factor (EGF), insulin, platelet-derived growth factor (PDGF) or vascular endothelial growth factor (VEGF). The PI3K pathway is normally inhibited by tumor suppressor gene PTEN [3]. Alterations in PI3K signaling pathway are frequent events in various tumor types either through inactivation of PTEN or by amplification or mutation in PIK3CA. Activating mutations in PIK3CA have been found in neoplasms of the colorectum, stomach, breast, brain, ovaries, liver and lung [4], [5]. These mutations are concentrated in 2 hot spots of the gene: the helical domain in codons 542 and 545 of exon 9 and the kinase domain in codon 1047 of exon 20. A gain of transformative enzymatic function in both cell lines and orthotopic models results from mutation within both regions [6], [7]. For colorectal carcinoma, the prevalence of PIK3CA mutation was reported to be between 7% and 32%, with G>A transversions in exon 9 being the most commonly observed configuration [4], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20], [21].
Recent interest arose for PIK3CA as a potential predictive marker of personalized therapy for colorectal carcinoma and a target for specific pharmaceutical agents. PIK3CA is a downstream effector of Epidermal Growth Factor Receptor (EGFR), a target for monoclonal antibodies such as cetuximab and panitumumab, leading to inhibition of its signaling cascade. The clinical benefit of this targeted therapy is restricted to wild-type KRAS colorectal carcinoma [22], [23]. It has been suggested that the deregulation of PIK3CA/PTEN might also influence the response to EGFR inhibitors in metastatic disease [24], [25]. PI3K represents a potential new target for specific therapeutic inhibitors with promising molecules currently under clinical trials [26]. More recently, PIK3CA mutation was associated with longer survival in patients who use aspirin regularly after diagnosis [27].
The study of the molecular pathology of PIK3CA-mutated colorectal carcinoma has produced some conflicting results, as displayed in table 1, in particular, its association with CpG Island Methylator Phenotype (CIMP) and O-6-methylguanine-DNA methyltransferase (MGMT) status [12], [13], [17], [18], [21], [25], [28], [29], [30]. The relationship between PIK3CA mutation and other molecular pathologic features such as microsatellite instability (MSI) has not been explored in detail. It is unclear whether PIK3CA mutation defines a clinically and/or biologically relevant subset of tumors as there is significant overlap with KRAS and BRAF V600E mutation. Clinical studies testing the effect of PIK3CA mutation on patient outcomes have produced conflicting results [8], [9], [13], [15], [17], [19], [28], [31], [32], with the majority of studies showing a mild adverse prognostic effect of PIK3CA mutation in various subgroups of patient. Our aim was to explore the clinical, molecular and pathologic characteristics of incident PIK3CA-mutated colorectal carcinomas from a large prospective cohort study.
Patients and Methods
Study Samples
Participants were enrolled in The Melbourne Collaborative Cohort Study, a prospective cohort study of 41,514 people (17,045 males and 24,469 females) recruited between 1990 and 1994. The design and recruitment of this study have been previously described in detail [33]. The study protocol was approved by the Cancer Council Victoria’s Human Research Ethics Committee and the Human Research Ethics Committee of the Queensland Institute of Medical Research under protocol P799. Participants gave written consent for participation and for the investigators to obtain their medical records. Clinical data were collected from medical charts, colonoscopy and pathology reports. Location in the colon was designated as proximal for tumors located in the cecum, ascending colon and transverse colon and as distal in the descending colon, sigmoid colon and rectum.
Molecular Pathology
All cases underwent standardized histopathology review by a specialist gastrointestinal pathologist and assessed histologically for the following features: histologic type, mucinous differentiation, grade, tumor margin (circumscribed or infiltrative), tumor budding (non-quantitative method), the presence of tumor infiltrating lymphocytes, and the presence of a residual polyp adjacent to the carcinoma. Mucinous differentiation in the tumor was defined by the presence of pools of extracellular mucin containing clusters of carcinomatous cells or individual tumor cells, including signet ring cells. Tumors were classified as mucinous carcinoma when >50% of analyzed tumor demonstrated mucinous differentiation. Histologic grading was performed as follows: conventional carcinomas were classified as low grade if ≥50% gland formation was present and high grade if <50% gland formation was present; mucinous carcinomas were graded according to the MSI phenotype: low grade if MSI-high was present, high grade if MSI-high was absent.
Immunohistochemistry for mismatch repair proteins MLH1, PMS2, MSH2, MSH6, and for MGMT have been described in previous reports [34], [35]. Tumors showing complete loss of expression compared with the normal colonic mucosa were interpreted as having altered expression of MGMT.
High levels of CpG Island methylator phenotype (CIMP) were defined by methylation of ≥3 of the following markers RUNX3, SOCS1, NEUROG1, CACNA1G, and IGF2. MLH1 gene promoter methylation, BRAF V600E mutation analysis, mutations in codons 12 and 13 of KRAS, MSI phenotype, and MGMT methylation were assessed using techniques described previously [33], [36], [37]. Putative Lynch syndrome tumors were defined as tumors with one of the following characteristics: loss of immunohistochemical expression of MSH2 and MSH6, MSH6 alone, PMS2 alone, or MLH1 and PMS2 with wild-type BRAF and/or absence of MLH1 methylation.
Mutations within exon 9 and exon 20 of the PIK3CA gene were assessed for each CRC case as follows. Briefly, 50–100 ng of formalin-fixed paraffin-embedded (FFPE) tumor DNA was amplified in a 15 µl PCR containing 7.5 µl of GoTaq master mix (Promega, Madison, WI, USA) and 5 pmoles of each primer (exon 9 forward 5′-GGG AAA AA TATG ACA AAG AAA GCT A-3′ and reverse 5′-TCC ATT TTA GCA CTT ACC TGT GAC-3′; exon 20 forward 5′-TTC TCA ATG ATG CTT GGC TCT GGA A-3′ and reverse 5′-AAT GCA TGC TGT TTA ATT GTG TGG A-3′). Reactions were cycled on a Biorad iCycler (Biorad, Hercules, CA, USA) using the following profile: 94°C for 2 minutes, followed by 45 cycles of 94°C for 15 seconds, 60°C for 15 seconds and 72°C for 15 seconds, cycling is finalized at 72°C for 5 minutes. PCR reactions were subsequently cleaned up using Montage PCR96 Cleanup plates (Millipore, Bedford, MA, USA) according to the manufacturer’s guidelines. Depending on the quality of the PCR product 1–4 µl was then used in an 8 µl sequencing reaction comprising 0.4 µl BigDye Terminator v3.1, 1.4 µl 5x reaction buffer and 1.5pmoles of primer (exon 9 5′-TAG CTA GAG ACA ATG AAT TAA GGG AAA-3′; exon 20 5′-TCT CAA TGA TGC TTG GCT CTG GAA-3′). Reactions were cycled for 96°C for 1 minute, followed by 25 cycles of 96°C for 10 seconds, 50°C for 5 seconds and 60°C for 90 seconds. Prior to running on an ABI3100 genetic analyzer (Applied Biosystems, Foster City, CA, USA), sequencing reactions were cleaned up using Xterminator reagent (Applied Biosystems, Foster City, CA, USA) according to the manufacturer’s instructions. Resultant sequences were analyzed using SeqMan software (DNASTAR, Madison, WI, USA).
Statistical Analysis
Statistical analyses were performed with SPSS statistics software version 19.0 (SPSS Inc., Chicago, IL) for group comparisons and Stata version 11.1 (College Station, TX: StataCorp LP) for survival analysis. Comparisons for categorical variables were performed using Pearson’s chi-squared test or Fisher’s exact test where appropriate. Student’s t-test was used for comparisons of continuous variables.
Kaplan-Meier methods were used to estimate the survival by PIK3CA status (wild-type vs. mutated), with death from all causes as the endpoint and time measured from date of surgery until death or 31 December 2008, whichever came first. Survival was compared using the log-rank test. Cox regression models were used to estimate hazard ratios (HRs) associated with PIK3CA (wild-type vs. mutated), adjusting for: sex, age at diagnosis (<60, 60–70, >70 years), tumor location (proximal vs. distal), histologic grade (high vs. low), MSI status (MSI-high vs. non MSI-high), MGMT expression (normal vs. loss), KRAS and BRAF status (wild-type vs. mutated). This Cox regression was fitted for the whole cohort of patients and also after exclusion of patients with a BRAF mutated tumor. Results are presented as estimated HRs with 95% confidence intervals (CI) and Wald-test P values. The proportional hazards assumption was assessed using graphical methods and tests based on Schoenfeld residuals. A two-tailed P value was used for all analyses and values less than 0.05 were considered to be statistically significant.
Results
Clinical and Pathologic Characteristics of PIK3CA-mutated Colorectal Carcinoma
A complete set of clinical and molecular data was available for 757 patients. Characteristics of PIK3CA-mutated tumors are shown in Table 2. PIK3CA mutation was detected in 105 tumors (14%). The frequency of PIK3CA mutation did not differ significantly between males and females (P = 0.56), or between persons of Anglo-Celtic or southern European ethnicity (P = 0.22). No significant difference was found in age at diagnosis between patients with a PIK3CA-mutated carcinoma and those with wild-type PIK3CA carcinoma (P = 0.12). Compared with PIK3CA wild-type tumors, PIK3CA-mutated tumors were predominantly distributed in the proximal colon (54% vs. 34%, P<0.001) and were associated with focal or prominent mucinous differentiation (54% vs. 32%, P<0.001). Figure 1 displays the frequencies of PIK3CA mutation in each segment of the large bowel, demonstrating a gradual decrease from the cecum to the rectum. No significant association was found with regard to tumor margin, histologic grade, lymph node status, or the presence of synchronous carcinoma or contiguous polyp (Table 2).
Associations of PIK3CA Mutation with Other Molecular Markers
We investigated associations between PIK3CA mutation and other molecular markers of colorectal carcinoma (Table 3; Figure 2). KRAS mutation was present in 50 of 105 (48%) PIK3CA-mutated tumors compared with 165 of 652 (25%) PIK3CA wild-type tumors (P<0.001). In addition, PIK3CA-mutated tumors were more likely to demonstrate high levels of CIMP (22%) when compared with PIK3CA wild-type tumors (11%) (P = 0.004). Though BRAF mutation was present in 14% of PIK3CA-mutated carcinomas, there was no significant difference in the prevalence of BRAF mutation between both tumor groups (P = 0.45). Decreased or loss of MGMT immunohistochemical expression was found more frequently in PIK3CA-mutated carcinomas compared with PIK3CA wild-type carcinomas (35% vs. 20%, P = 0.001). MGMT methylation (38% vs. 28%) and MLH1 methylation (16% vs. 10%) were also more frequent in PIK3CA-mutated carcinomas compared with PIK3CA wild-type carcinomas, although neither reached statistical significance (P = 0.27 and P = 0.06, respectively). No significant association was found between the status of PIK3CA mutation and MSI status or the group of patients suspected of having Lynch syndrome based on their tumor molecular profile (putative Lynch syndrome; Table 3).
Specific Associations with Subtypes of PIK3CA Mutation
Of all 105 tumors with PIK3CA mutations, 78 (74%) had a mutation within the helical domain of exon 9, with 1 tumor possessing 2 mutations, and 24 (23%) had a mutation in exon 20 catalytic domain. There were 3 tumors (3%) possessing mutations in both exon 9 and exon 20. The most common mutations were c.1624G>A (n = 37) and c.1633G>A (n = 24) in exon 9, and c.3140A>G (n = 17) in exon 20 (Figure 3). The most frequent PIK3CA mutation subtype was a G>A transversion in 63/105 (60%) of PIK3CA-mutated tumors. The G>A transversion was more frequently observed in tumors with loss of MGMT expression, compared with tumors showing normal MGMT expression (77% vs 50%; P = 0.048). No association was found between MGMT methylation and the G>A transversion mutation.
The significant associations between PIK3CA mutation and both proximal colon location and mucinous differentiation were found for each PIK3CA exonic mutation subgroup of tumors (Table 2). When compared with wild-type PIK3CA tumors, only exon 9 PIK3CA mutation was significantly associated with KRAS mutation (53% vs. 25%), high levels of CIMP (21% vs 11%) and loss of MGMT expression (40% vs. 20%), whereas these associations were not found or did not reach statistical significance for exon 20 PIK3CA mutation (37 vs. 25%, P = 0.17, 23% vs. 17%, P = 0.07 and 20% vs. 20% P = 0.99, respectively) (Table 3). On the other hand, only exon 20 PIK3CA-mutated carcinomas were more frequently MSI-high than PIK3CA wild-type carcinomas (30% vs. 12%; P = 0.005). Of the 14 tumors with both MSI-high and PIK3CA mutation, 8 possessed a mutation in exon 20. Of these 8 cases, 4 demonstrated MLH1 methylation, and 4 were from patients with putative Lynch syndrome.
Survival Analyses
Of the 651 of the 757 patients (86%) with data available on all relevant variables, 261 died during a median follow-up of 5.03 years (range 5.1 months –16.7 years). There was some evidence of lower survival for those with PIK3CA-mutated tumors compared with wild-type PIK3CA tumors (log rank P = 0.07) (Figure 4A). After adjustment for other factors in a Cox regression model, this association was non-significant (HR 1.33, 95% CI 0.93–1.90, P = 0.12). After restricting the analysis to patients with a BRAF wild-type tumor, PIK3CA mutation was significantly associated with poorer overall survival (HR 1.51, 95% CI 1.04–2.19, P = 0.03) compared with wild-type PIK3CA (Figure 4B). The effect of PIK3CA on mortality was not significantly different according to BRAF status (Pinteraction = 0.1). Although this interaction was not significant at the 5% level, such interaction analyses have low statistical power.
Discussion
We detected PIK3CA mutation in 14% of colorectal carcinomas. These tumors were characterized by a predominant proximal colonic location, frequent presence of mucinous differentiation, and associations with KRAS mutation, high levels of CIMP and loss of MGMT immunohistochemical expression. Except for MGMT, the P values for these associations remained significant after the correction for multiple hypotheses testing was applied (20 variables compared between 2 groups; corrected P value = 0.05/40 = 0.00125). Though there was overlap with BRAF V600E mutation, the prevalence of BRAF V600E mutation did not differ between PIK3CA-mutated and PIK3CA wild-type tumors, suggesting that the association between PIK3CA mutation and high levels of CIMP is independent of BRAF.
Our estimate of the prevalence of PIK3CA mutation is in agreement with results from previous studies [4], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20], [21]. In this study, we used Sanger sequencing to identify PIK3CA mutations in DNA from FFPE tissue. When compared with pyrosequencing-based detection on FFPE DNA in a comparable population, the prevalence of PIK3CA mutation was slightly lower but not significantly different (14% vs. 16%; P = 0.14) [17], [29]. In agreement with Yamauchi et al, we found a gradual decrease in frequencies of PIK3CA mutation in tumors from the cecum (25%) to the rectum (9.5%), rather than an abrupt change from the proximal colon to the distal colon [38]. The most striking and consistent finding that we and others have found is the association between PIK3CA mutation and KRAS mutation in colorectal carcinoma, though some have not reported this finding [13], [28]. In our study, 47% of PIK3CA-mutated tumors also possessed KRAS mutations. Interestingly, the co-existence of KRAS mutation and PIK3CA mutation has also been found in other tumor types such as ovarian carcinoma [14], suggesting that such co-occurrence might provide a selective advantage to carcinoma cells from various origins.
The association between tumor mucinous differentiation and PIK3CA mutation has been previously reported [17], [30]. Other studies have shown that colorectal carcinomas with KRAS mutation display mucinous differentiation more frequently than carcinomas with wild-type KRAS [34], [39]. Given the strong association between PIK3CA mutation and KRAS mutation, this association is not unexpected. Likewise, loss of MGMT expression, another characteristic of PIK3CA-mutated carcinomas, has been reported to be more frequent in tumors with mucinous differentiation compared with tumors without mucinous differentiation [29]. Consistent with previous findings, MGMT loss of expression was associated with an increased frequency of G>A transversion mutations in PIK3CA [17].
Differences between tumors possessing exon 9 or exon 20 PIK3CA mutations have been reported by others [21], [29], [31], [40] but these reports should be interpreted with caution as the number of cases with mutations in exon 20 is low (25–30% of all PIK3CA mutations), increasing the likelihood of chance findings. We found that the associations between PIK3CA mutation and proximal colonic tumor location and mucinous differentiation were present in both exonic mutations, but the relationships with KRAS mutation, high levels of CIMP and MGMT loss of expression were confined to exon 9. It is possible that the absence of statistical significance between exon 20 PIK3CA mutation and KRAS mutation and CIMP might at least be partly caused by low sample size. The discrepancy between exons 9 and 20 mutations has not been universally reported with two previous large studies showing association with KRAS mutation regardless of exonic mutation in PIK3CA [21], [41] whereas Janku et al reported a significant association between KRAS mutation and exon 9 PIK3CA mutation [14]. A recent study of human p110-alpha in an avian model system has shown that activation induced by the helical domain in exon 9 requires RAS-GTP, whereas that induced by the kinase domain in exon 20 is functional in the absence of RAS-GTP and interacts directly with p85 [42]. Our findings of a stronger association between PIK3CA exon 9 mutation and activating mutations in codons 12 or 13 of KRAS supports this functional link between RAS signaling and activation of the helical domain of p110-alpha. A singular association was also observed between PIK3CA exon 20 mutation and MSI-high. This has been reported previously from 2 large studies [21], [29]. In this study, the MSI-high tumors with PIK3CA exon 20 mutations were equally distributed between those resulting from MLH1 methylation (non-familial) and those likely to have resulted from a germline mismatch repair gene mutation (putative Lynch syndrome) suggesting no strong link between exon 20 mutations and either familial or non-familial MSI-high colorectal carcinomas, although the total number of tumors in this group was small (n = 8). Given the lack of association with the BRAF V600E mutation, as well as the fact that Lynch syndrome colorectal carcinomas arise from conventional adenomas, the association between exon 20 mutations and MSI-high might not be related to the serrated neoplasia pathway as has been previously suggested [21]. Furthermore, others have also described Lynch syndrome tumors having predominantly exon 20 mutations [40].
We found an association between PIK3CA mutation and poor overall survival for patients with a BRAF wild-type tumor. This result suggests that PIK3CA may have a mild adverse effect on survival after the strong effect of BRAF mutation is controlled [43]. Association between PIK3CA mutation and survival has been reported in previous studies with differences in the type of mutation or the group of patients: poor survival for all PIK3CA mutations in all colorectal carcinomas by Iida et al and Kato et al [13], [28], for tumors with both exons 9 and 20 mutations only by Liao et al [29], for tumors with exon 20 mutation only by Farina-Sarasquesta et al [32], and in patients with KRAS wild-type tumors only by Ogino et al [18]. Because of limited numbers we lacked power to demonstrate any difference in survival for the subset of patients with PIK3CA exon 20 mutation or patients with mutation in both exons 9 and 20. Recently, Liao et al reported that among patients with a PIK3CA-mutated colorectal cancer, regular use of aspirin was associated with significantly longer colorectal cancer–specific survival and overall survival, suggesting that aspirin use after diagnosis may have a differential effect on survival depending on PIK3CA mutation status [27]. It would be interesting to validate these findings in other series. Reliable data on aspirin use in our cohort of patients was not available to address this question.
In summary, we have found that PIK3CA mutation in colorectal carcinomas correlated with tumor proximal colonic location, mucinous differentiation, KRAS mutation, high levels CIMP and loss of MGMT expression. The adverse prognostic effect of PIK3CA mutation on survival was restricted to patients with a wild-type BRAF mutated tumor.
Acknowledgments
The authors thank all study participants of the Melbourne Collaborative Cohort Study for their contributions to this project. The authors also acknowledge the contributions of the late Professor Jeremy Jass to the study including performing pathology reviews for cases; Belinda Nagler, Sally-Ann Pearson, David Packenas and Erika Pavluk for laboratory support; Charmaine Smith, Lisa Oates, and Sonia Terre’Blanche from the Cancer Council Victoria for their assistance with tissue block acquisition.
Author Contributions
Conceived and designed the experiments: CR JPY DDB. Performed the experiments: MC KS RJW MDW. Analyzed the data: CR JPY EJW DDB MDW. Contributed reagents/materials/analysis tools: SP MAJ AKW MCS JLH GGG DRE. Wrote the paper: CR JPY.
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