Abstract
Ovarian cancer is routinely treated with surgery and platinum-based chemotherapy. Resistance is a major obstacle in the efficacy of this chemotherapy regimen and the ability to identify those patients at risk of developing resistance is of considerable clinical importance. The expression of calpain-1, calpain-2 and calpastatin were determined using standard immunohistochemistry on a tissue microarray of 154 primary ovarian carcinomas from patients subsequently treated with platinum-based adjuvant chemotherapy. High levels of calpain-2 expression was significantly associated with platinum resistant tumours (P = 0.031). Furthermore, high expression of calpain-2 was significantly associated with progression-free (P = 0.049) and overall survival (P = 0.006) in this cohort. The association between calpain-2 expression and overall survival remained significant in multivariate analysis accounting for tumour grade, stage, optimal debulking and platinum sensitivity (hazard ratio = 2.174; 95% confidence interval = 1.144–4.130; P = 0.018). The results suggest that determining calpain-2 expression in ovarian carcinomas may allow prognostic stratification of patients treated with surgery and platinum-based chemotherapy. The findings of this study warrant validation in a larger clinical cohort.
Keywords: calpain, ovarian cancer, platinum chemotherapy, calpastatin
Introduction
Ovarian cancer is the eighth most common cancer in females, and the seventh leading cause of cancer mortality in women worldwide [1]. Treatment for all stages of ovarian cancer principally consists of surgery and platinum-based chemotherapy. Despite initial sensitivity to platinum-based agents some tumours become resistant, or are already intrinsically resistant to the treatment. Platinum resistance is a major obstacle in the efficacy of platinum-based chemotherapy regimens, and biomarkers of platinum-based chemotherapy response are therefore of substantial clinical interest. There are a number of studies that have investigated biomarkers that have the potential to stratify ovarian cancer patients based on their response to platinum-based chemotherapy. Tissue expression of vascular endothelial growth factor-A is significantly higher in patients who develop chemotherapy-resistant disease and have adverse overall survival [2] and high nuclear and low cytoplasmic expression of thioredoxin and low expression of metallothionein has been shown to be associated with increased progression-free and overall survival in ovarian cancer patients treated with platinum-based chemotherapy; but is not associated with platinum resistance [3]. Platinum-based agents are believed to instigate cell death following induction of DNA adducts, and there is accumulating in vitro evidence that platinum-induced apoptosis can be mediated, in part, by calpains [4–6].
The calpain system is an important group of proteases, with micro (μ)-calpain and milli (m)-calpain being the most widely studied family members [7]. These neutral cysteine proteases are responsible for the controlled proteolysis of a number of cellular substrates important in cellular migration, survival and apoptosis. Both μ-calpain and m-calpain are composed of a large 80-kDa catalytic subunit, calpain-1 and calpain-2, respectively, and have a common small 28-kDa regulatory subunit. The enzymes require calcium for their activation, and μ-calpain and m-calpain are named for the in vitro calcium concentration required for their activity [7]. There are several mechanisms by which the calcium concentration required for activation can be lowered including protein autolysis and interaction with membrane phospholipids [8, 9]. Furthermore, m-calpain can be phosphorylated by ERK and protein kinase Cι, which has been shown to alter cell adhesion and migration [10, 11]. Calpastatin is the endogenous inhibitor of μ-calpain and m-calpain and can reversibly inhibit up to four calpain heterodimers, with inhibitory action requiring calcium-induced structural changes to calpain [12–14]. Recent evidence has indicated the importance of calpain in cancer progression, in particular during cellular migration, and has highlighted a potential role of the calpain system in altering the response to certain cancer therapies [15]. In vitro evidence in ovarian cancer cell lines suggests that calcium release following cisplatin treatment increases calpain activity which can cleave p73 [5]. Importantly, Al-Bahlani et al. ([5]), showed that cells with reduced calpain activity, or increased p73 were less sensitive to cisplatin treatment [5].
Due to the importance of calpain activity in tumour progression, its role in other tumour types, and in vitro evidence suggesting a role in the response of ovarian cancer cell lines to cisplatin the aims of the current study were to investigate the expression levels of calpastatin, calpain-1 (μ-calpain) and calpain-2 (m-calpain) in tumours from ovarian cancer patients treated with platinum-based adjuvant chemotherapy. Furthermore, it aims to determine the importance of calpain expression in terms of associations with clinicopathological variables and the clinical outcome of the patients. Importantly a measure of response to platinum-based chemotherapy was available for all the patients in the form of platinum resistance or sensitivity determined clinically, defined as those patients that progressed during first line chemotherapy.
Materials and methods
Clinical cohort
The clinical cohort comprised of 154 patients with primary ovarian cancer treated with carboplatin-based adjuvant chemotherapy at Nottingham University Hospitals between 2000 and 2007. Forty-two (65/154) of patients received carboplatinum alone, whereas the remaining patients received combined platinum regimens, including 78 of 89 (88%) with paclitaxel and the remaining 11 of 89 (12%) patients receiving alternate combinations (carboplatin in combination with gemcitabine, topotecan or liposomal doxorubicin) dependent upon their inclusion in concurrent clinical trials (ICON trial). Ethical approval was obtained from the Derbyshire ethics committee (06/Q2401/153). Clinicopathological data such as tumour grade and stage were retrospectively recorded for the cohort and are shown in Table 1. The mean age of the cohort was 59.7 years ranging in years from 33 to 87. Progression-free survival was calculated from the date of the initial surgery to disease progression or from the date of the initial surgery to the last date known to be progression-free for those censored. Overall survival time was calculated from the date of the initial surgery to death or from date of the initial surgery to last date known to be alive for those censored. The study was retrospectively analysed up to 30 April 2009 and at this point 51% (79/154) of patients had died and 57% (85/150) of patients had progressive disease. The median follow-up for this study was 48 months. Platinum resistant cases were defined as those patients that progressed with first-line platinum-based chemotherapy during treatment, or within 6 months of treatment. Thirty-two% (50/154) of patients had platinum-resistant disease. This study is reported in concordance with REMARK criteria [16]
Table 1.
Variable | Calpastatin | Calpain-1 | Calpain-2 | ||||||
---|---|---|---|---|---|---|---|---|---|
Low | High | P-value | Low | High | P-value | Low | High | P-value | |
Pathology | |||||||||
Serous (n = 91) | 11 | 56 | <0.001 | 5 | 62 | 0.003 | 13 | 55 | <0.001 |
Mucinous (n = 11) | 5 | 3 | 0 | 8 | 4 | 4 | |||
Endometrioid (n = 29) | 9 | 15 | 7 | 18 | 9 | 15 | |||
Clear cell (n = 20) | 11 | 6 | 7 | 10 | 14 | 3 | |||
Others (n = 3) | 2 | 0 | 0 | 1 | 0 | 1 | |||
Grade | |||||||||
1 (n = 19) | 5 | 10 | 0.556 | 2 | 13 | 0.925 | 4 | 10 | 0.313 |
2 (n = 22) | 3 | 12 | 2 | 12 | 3 | 13 | |||
3 (n = 113) | 30 | 58 | 15 | 74 | 33 | 55 | |||
Debulking surgery | |||||||||
Optimal (n = 90) | 27 | 44 | 0.096 | 13 | 57 | 0.378 | 27 | 42 | 0.154 |
Suboptimal (n = 64) | 11 | 36 | 6 | 42 | 13 | 36 | |||
Stage | |||||||||
I (n = 42) | 16 | 19 | 0.105 | 8 | 27 | 0.637 | 17 | 17 | 0.103 |
II (n = 20) | 3 | 11 | 2 | 12 | 4 | 10 | |||
III (n = 71) | 17 | 37 | 7 | 46 | 16 | 38 | |||
IV (n = 21) | 2 | 13 | 2 | 14 | 3 | 13 | |||
Chemotherapy | |||||||||
Carboplatin monotherapy (n = 60) | 20 | 30 | 0.103 | 10 | 41 | 0.405 | 19 | 30 | 0.315 |
Carboplatin combination (n = 88) | 17 | 49 | 9 | 56 | 20 | 47 | |||
Platinum sensitivity | |||||||||
Sensitive (n = 104) | 27 | 54 | 0.698 | 15 | 66 | 0.419* | 32 | 47 | 0.031 |
Resistant (n = 50) | 11 | 26 | 4 | 33 | 8 | 31 | |||
Progression-free status | |||||||||
progression-free (n = 65) | 22 | 32 | 0.064 | 10 | 45 | 0.646 | 23 | 29 | 0.053 |
progressive disease (n = 85) | 15 | 46 | 9 | 51 | 17 | 46 | |||
Survival status | |||||||||
Living (n = 75) | 19 | 43 | 0.703 | 9 | 54 | 0.566 | 27 | 34 | 0.014 |
Deceased (n = 79) | 19 | 37 | 10 | 45 | 13 | 44 |
TMA construction and immunohistochemistry
The ovarian cancer tissue microarrays (TMAs) were prepared as described previously, with two tumour tissue cores assessed per patient [3]. The tumour cores that were assessed in this study was not selected upon tumour location, but that they were representative of the tumour. Four micrometre sections of the TMA were mounted on poly-l-lysine coated slides. Immunohistochemistry was performed using a similar method to that previously described for breast cancer using the primary antibodies; mouse anti-calpastatin, mouse anti-calpain-1 and rabbit anti-calpain-2 [all Chemicon (Millipore, MA, USA) clones PI-11, P-6 and rabbit polyclonal AB1625, respectively, with specificity confirmed by Western blotting] [17, 18]. Briefly slides were deparaffinized in histolene followed by rehydration in a series of ethanol baths (100%, 90%, 70%, 50% and 30% in water). Antigen retrieval was performed in pre-heated 0.01 mol/l sodium citrate buffer (pH6) in a microwave at 400 W for 10 min. Endogenous peroxidase activity was blocked over 10 min. in 0.01% hydrogen peroxide in methanol. Staining was achieved using the Vectastain Elite ABC kit (universal), containing blocking serum, biotinylated secondary antibody and ABC reagent (Vector Laboratories, Peterborough, UK). Primary antibodies were diluted in blocking serum (calpastatin 1:15,000; calpain-1 1:2500; calpain-2 1:2500) and applied to the tissue for 1 hr at room temperature. Immunohistochemical reactions were developed with 3,3′ diaminobenzidine as the chromogenic peroxidase substrate (Dako, Glostrup, Denmark). Sections were then counterstained with Gills formula Haematoxylin (Vector Laboratories), dehydrated and fixed in histolene prior to mounting with DPX. Breast tumour composite sections which comprised of six stage 1 breast tumours of grade 1–3 were included as positive and negative controls with each run, with the negative control having primary antibody substituted for PBS.
Assessment of staining was conducted after scanning of the slides with a Nanozoomer Digital Pathology Scanner (Hamamatsu Photonics, Hamamatsu City, Japan) at 20× magnification. Calpastatin, calpain-1 and calpain-2 expression in tumour cells was manually assessed using an immunohistochemical H-score as described previously [17]. Briefly, staining intensity of tumour cells was assessed as; none (0), weak (1), medium (2) and strong (3) over the percentage area of each staining intensity. H-scores were calculated by multiplying the percentage area by the intensity grade (H-score range 0–300). A minimum of 30% of tissue cores were examined by a second independent assessor, with the majority of patients having one tissue core assessed by both scorers. Both assessors were blinded to each other's scores and clinicopathologic criteria and there was good concordance between both scorers (single measure intra-class correlations greater than 0.75). Each case had two cores assessed and an average H-score calculated. The continuous data was dichotomized for analysis using X-tile [19].
Statistical analysis
The relationship between categorized protein expression and clinicopathologic factors was analysed using Pearson chi-square test of association (χ2) or Fisher's exact test in a 2 × 2 table if a cell count was less than 5. Overall disease specific survival curves were plotted according to the Kaplan–Meier method and significance determined using the log-rank test. Multivariate survival analysis was performed by Cox Proportional hazards analysis. All differences were deemed significant at the level of P < 0.05. Statistical analysis was performed using spss 17.0 software (IBM corporation, NY, USA).
Results
Immunohistochemistry
Tissue expression of calpastatin, calpain-1 and calpain-2 was assessed in a series of 154 ovarian cancer patients treated with platinum-based chemotherapy. All three proteins were mainly located in the cytoplasm, with some granularity and heterogeneity between adjacent tumour cells, varying from weak to intense staining. Nuclear staining was observed quite frequently for calpastatin. Some stromal cell staining was observed, however, this was not scored as part of this study. Calpastatin had a mean H-score of 184 and a standard deviation of ±67; calpain-1 had a mean H-score of 114 ± 74 and calpain-2 had a mean H-score of 159 ± 47. Representative staining is shown in photomicrographs in Fig. 1. Two cores were assessed for each patient, with an average H-score being used for analysis. The correlation between the two scores for each patient was evaluated using Spearman's rank correlation coefficient. A significant correlation between the two scores for expression of calpain-1, calpain-2 and calpastatin was observed.
Relationship with clinicopathological variables
Calpastatin, calpain-1 and calpain-2 H-scores were dichotomized using X-tile software into low and high immunoreactivity and were tested for associations with clinicopathologic criteria. X-tile generated cut points were as follows: calpastatin had a H-score cut point of 165 with 80 cases having a high score; calpain-1 had a H-score cut point of 25 with 99 cases having a high score; calpain-2 had a H-score cut point of 162 with 78 cases having a high score. A small number of TMA cores were not assessed due to missing cores or insufficient representative tumour. Associations between protein expression and clinicopathological criteria are shown in Table 1. Ovarian tumours of the serous type were associated with high expression of calpastatin (χ2 = 23.755, d.f. = 4, P < 0.001), high calpain-1 (χ2=15.961, d.f. = 4, P = 0.003) and high calpain-2 (χ2 = 26.02, d.f. = 4, P < 0.001). High calpain-2 expression was associated with platinum resistant tumours (χ2 = 4.658, d.f. = 1, P = 0.031) and with death of the patient (χ2 = 6.053, d.f. = 1, P = 0.014).
Relationship with progression-free survival
At the end of the follow-up period 85 patients had developed progressive-disease, with a median progression-free survival of 14 months. The expression of calpastatin and calpain-1 was not associated with overall or progression-free survival (Fig. 2A and B). However, high expression of calpain-2 was significantly associated with progression-free survival (P = 0.049) (Fig. 2C). In multivariate analysis, including grade, stage, optimal debulking and platinum sensitivity, calpain-2 expression was not an independent marker of progression-free survival (Table 2A). Tumour grade, stage, optimal debulking and platinum sensitivity were included in multivariate analysis following assessment using the Kaplan–Meier method and significance determined using the log-rank test with individual values of P = 0.004, P < 0.001, P < 0.001, and P < 0.001 respectively.
Table 2.
P-value | Exp (B) | 95% CI for Exp (B) | ||
---|---|---|---|---|
Upper | Lower | |||
(A) Progression-free survival | ||||
Calpain-2 expression | 0.880 | 0.955 | 0.524 | 1.739 |
Grade | 0.254 | 1.320 | 0.820 | 2.124 |
Stage | 0.001 | 1.891 | 1.321 | 2.706 |
Optimal debulking | 0.861 | 1.057 | 0.570 | 1.961 |
Platinum sensitivity | 0.000 | 9.025 | 4.696 | 17.345 |
(B) Overall survival | ||||
Calpain-2 expression | 0.018 | 2.174 | 1.144 | 4.130 |
Grade | 0.060 | 1.676 | 0.978 | 2.873 |
Stage | 0.205 | 1.265 | 0.879 | 1.819 |
Optimal debulking | 0.476 | 1.258 | 0.669 | 2.368 |
Platinum sensitivity | 0.000 | 4.938 | 2.462 | 9.904 |
Relationship with overall survival
At the end of the follow-up period 79 patients had died, with a median survival of 35 months. The expression of calpastatin and calpain-1 was not associated with overall survival (Fig. 3A and B). High expression of calpain-2 was significantly associated with overall survival (P = 0.006) (Fig. 3C). In multivariate analysis, including grade, stage, optimal debulking and platinum sensitivity, calpain-2 expression was independently significant for overall survival (hazard ratio = 2.174; 95% confidence interval = 1.144–4.130; P = 0.018) (Table 2B). Tumour grade, stage, optimal debulking and platinum sensitivity were included in multivariate analysis following assessment using the Kaplan–Meier method and significance determined using the log-rank test with individual values of P = 0.008, P < 0.001, P < 0.001 and P < 0.001 respectively.
Discussion
The expression levels of calpastatin, calpain-1 and calpain-2 were determined in a cohort of 154 ovarian cancer patients treated with platinum-based adjuvant chemotherapy. No prior studies have investigated the expression of calpastatin, calpain-1 and calpain-2 in ovarian cancer, or have tested their association with response to platinum-based chemotherapy in tissue samples. The expression levels of these proteins have previously been investigated in breast cancer, with results indicating that expression of calpain-1 is associated with relapse-free survival in HER2 positive breast cancer patients treated with trastuzumab following adjuvant chemotherapy [17].
The calpain system, including the proteolytic enzymes μ-calpain and m-calpain and their endogenous inhibitor calpastatin, has been implicated in cancer progression and response to therapy in a limited number of studies and tumour types [15]. Recent in vitro evidence has suggested that calpain activity following cisplatin treatment influences the apoptotic process by reducing p73 which acts as a pro-apoptotic factor [5]. In the current study, high calpain-2 expression is of clear adverse importance in ovarian cancer patients. Although the in vitro evidence suggests calpain activity is important in cisplatin-induced apoptosis, translational evidence suggests high calpain-2 expression is important in platinum-based therapy resistance. There are a large number of differences between studies; the in vitro study investigated calpain modulation in a range of ovarian cancer cell lines at the time of treatment with cisplatin; whereas the current study documents the expression level of calpain-2 in tumours prior to treatment. High expression of calpain-2 in the surgically excised tumour may indicate that the tumour, and by implication any tumour cells remaining after surgery, has evolved mechanisms of surviving high calpain-2 expression. In this manner, high calpain-2 expression may be beneficial to cell survival by making calpain-dependent apoptosis ineffective in the face of systemic platinum-based therapy; alternatively high calpain-2 expression in the primary tumour may suggest that the tumour has a higher capacity for migration, and that these tumours may have a more aggressive phenotype. The role of calpain in altering cell migration is well established. Evidence has shown that calpain can cleave a number of substrates involved in promoting cellular motility, including focal adhesion kinase (FAK) and talin but also many other substrates such as paxillin, fodrin and ezrin [20–24]. It should be noted that this study investigated the relative protein expression levels of calpain-1 and calpain-2, and not their activity within the tissues. As part of future studies it would be interesting to assess calpain activity within ovarian carcinoma tissue using antibodies against calpain-specific digestion products, however, such antibodies require validation and characterization for use in human cancer [25, 26]. Interestingly the cut-point for calpain-1 was lower than that of calpain-2; it remains unclear as to why this would occur although the lower calcium concentration required for calpain-1 activation may mean that lower expression levels of the protein are required.
Although there was a significant association between high calpain-2 expression and platinum sensitivity, high calpain-2 expression was only marginally associated with progression-free survival (P = 0.049), but clearly associated with overall survival (P = 0.006) which remained significant in multivariate analysis. This finding was perhaps unexpected as although platinum sensitivity is significantly associated with overall survival (P = 3.64 × 10−18) its link with progression-free survival is even stronger (P = 3.77 × 10−37). The association between high calpain-2 expression and overall survival is independent of platinum sensitivity which suggests that any effect calpain-2 expression exerts upon clinical endpoint is not solely due to modulation of the cellular response to platinum-based chemotherapy. Advanced mucinous ovarian carcinoma has been shown to have a poorer response to platinum-based chemotherapy [27, 28]. In this study, we do observe a difference between histological type and platinum resistance (χ2 = 13.724, d.f. = 4, P = 0.008), however, there are insufficient cases of alternate histological subtype to perform subset analysis of calpain expression and clinical outcome in these groups.
In summary, high expression of calpain-2 is significantly associated with resistance to platinum-based adjuvant chemotherapy. Furthermore, high calpain-2 expression is significantly associated with both poor progression-free and overall survival. The association between high calpain-2 expression and overall survival remains significant in multivariate analysis. Determining calpain-2 expression in ovarian cancer patients prior to platinum-based chemotherapy may identify those patients whose tumours are at high risk of developing resistance to the chemotherapy regimen and identification of such individuals will allow more rigorous follow-up or alternate treatment regimens to be considered. The findings of this study warrant validation in a larger clinical cohort.
Acknowledgments
The authors would like to acknowledge the Davies Memorial Trust for funding SS.
Conflict of interest
None declared.
References
- 1.Jemal A, Bray F, Center MM, et al. Global cancer statistics. CA Cancer J Clin. 2011;61:69–90. doi: 10.3322/caac.20107. [DOI] [PubMed] [Google Scholar]
- 2.Siddiqui GK, Maclean AB, Elmasry K, et al. Immunohistochemical expression of VEGF predicts response to platinum based chemotherapy in patients with epithelial ovarian cancer. Angiogenesis. 2011;14:155–61. doi: 10.1007/s10456-010-9199-4. [DOI] [PubMed] [Google Scholar]
- 3.Woolston CM, Deen S, Al-Attar A, et al. Redox protein expression predicts progression-free and overall survival in ovarian cancer patients treated with platinum-based chemotherapy. Free Radic Biol Med. 2010;49:1263–72. doi: 10.1016/j.freeradbiomed.2010.07.008. [DOI] [PubMed] [Google Scholar]
- 4.Mandic A, Viktorsson K, Strandberg L, et al. Calpain-mediated Bid cleavage and calpain-independent Bak modulation: two separate pathways in cisplatin-induced apoptosis. Mol Cell Biol. 2002;22:3003–13. doi: 10.1128/MCB.22.9.3003-3013.2002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Al-Bahlani S, Fraser M, Wong AY, et al. P73 regulates cisplatin-induced apoptosis in ovarian cancer cells via a calcium/calpain-dependent mechanism. Oncogene. 2011;30:4219–30. doi: 10.1038/onc.2011.134. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Anguissola S, Kohler B, O'Byrne R, et al. Bid and calpains cooperate to trigger oxaliplatin-induced apoptosis of cervical carcinoma HeLa cells. Mol Pharmacol. 2009;76:998–1010. doi: 10.1124/mol.109.058156. [DOI] [PubMed] [Google Scholar]
- 7.Goll DE, Thompson VF, Li H, et al. The calpain system. Physiol Rev. 2003;83:731–801. doi: 10.1152/physrev.00029.2002. [DOI] [PubMed] [Google Scholar]
- 8.Suzuki K, Tsuji S, Kubota S, et al. Limited autolysis of Ca2+ -activated neutral protease (CANP) changes its sensitivity to Ca2+ ions. J Biochem. 1981;90:275–8. doi: 10.1093/oxfordjournals.jbchem.a133463. [DOI] [PubMed] [Google Scholar]
- 9.Saido TC, Shibata M, Takenawa T, et al. Positive regulation of mu-calpain action by polyphosphoinositides. J Biol Chem. 1992;267:24585–90. [PubMed] [Google Scholar]
- 10.Glading A, Uberall F, Keyse SM, et al. Membrane proximal ERK signaling is required for M-calpain activation downstream of epidermal growth factor receptor signaling. J Biol Chem. 2001;276:23341–8. doi: 10.1074/jbc.M008847200. [DOI] [PubMed] [Google Scholar]
- 11.Xu L, Deng X. Protein kinase Ciota promotes nicotine-induced migration and invasion of cancer cells via phosphorylation of micro- and m-calpains. J Biol Chem. 2006;281:4457–66. doi: 10.1074/jbc.M510721200. [DOI] [PubMed] [Google Scholar]
- 12.Hanna RA, Campbell RL, Davies PL. Calcium-bound structure of calpain and its mechanism of inhibition by calpastatin. Nature. 2008;456:409–12. doi: 10.1038/nature07451. [DOI] [PubMed] [Google Scholar]
- 13.Hanna RA, Garcia-Diaz BE, Davies PL. Calpastatin simultaneously binds four calpains with different kinetic constants. FEBS Lett. 2007;581:2894–8. doi: 10.1016/j.febslet.2007.05.035. [DOI] [PubMed] [Google Scholar]
- 14.Moldoveanu T, Gehring K, Green DR. Concerted multi-pronged attack by calpastatin to occlude the catalytic cleft of heterodimeric calpains. Nature. 2008;456:404–8. doi: 10.1038/nature07353. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Storr SJ, Carragher NO, Frame MC, et al. The calpain system and cancer. Nat Rev Cancer. 2011;11:364–74. doi: 10.1038/nrc3050. [DOI] [PubMed] [Google Scholar]
- 16.McShane LM, Altman DG, Sauerbrei W, et al. REporting recommendations for tumor MARKer prognostic studies (REMARK) Nat Clin Pract Oncol. 2005;2:416–22. [PubMed] [Google Scholar]
- 17.Storr SJ, Woolston CM, Barros FF, et al. Calpain-1 expression is associated with relapse-free survival in breast cancer patients treated with trastuzumab following adjuvant chemotherapy. Int J Cancer. 2011;129:1773–80. doi: 10.1002/ijc.25832. [DOI] [PubMed] [Google Scholar]
- 18.Storr SJ, Mohammed RA, Woolston CM, et al. Calpastatin is associated with lymphovascular invasion in breast cancer. Breast. 2011;20:413–8. doi: 10.1016/j.breast.2011.04.002. [DOI] [PubMed] [Google Scholar]
- 19.Camp RL, Dolled-Filhart M, Rimm DL. X-tile: a new bio-informatics tool for biomarker assessment and outcome-based cut-point optimization. Clin Cancer Res. 2004;10:7252–9. doi: 10.1158/1078-0432.CCR-04-0713. [DOI] [PubMed] [Google Scholar]
- 20.Beckerle MC, Burridge K, DeMartino GN, Croall DE. Colocalization of calcium-dependent protease II and one of its substrates at sites of cell adhesion. Cell. 1987;51:569–77. doi: 10.1016/0092-8674(87)90126-7. [DOI] [PubMed] [Google Scholar]
- 21.Franco SJ, Rodgers MA, Perrin BJ, et al. Calpain-mediated proteolysis of talin regulates adhesion dynamics. Nat Cell Biol. 2004;6:977–83. doi: 10.1038/ncb1175. [DOI] [PubMed] [Google Scholar]
- 22.Yamaguchi R, Maki M, Hatanaka M, Sabe H. Unphosphorylated and tyrosine-phosphorylated forms of a focal adhesion protein, paxillin, are substrates for calpain II in vitro: implications for the possible involvement of calpain II in mitosis-specific degradation of paxillin. FEBS Lett. 1994;356:114–6. doi: 10.1016/0014-5793(94)01246-6. [DOI] [PubMed] [Google Scholar]
- 23.Saido TC, Yokota M, Nagao S, et al. Spatial resolution of fodrin proteolysis in postischemic brain. J Biol Chem. 1993;268:25239–43. [PubMed] [Google Scholar]
- 24.Sato K, Hattori S, Irie S, et al. Degradation of fodrin by m-calpain in fibroblasts adhering to fibrillar collagen I gel. J Biochem. 2004;136:777–85. doi: 10.1093/jb/mvh187. [DOI] [PubMed] [Google Scholar]
- 25.Goncalves I, Nitulescu M, Saido TC, et al. Activation of calpain-1 in human carotid artery atherosclerotic lesions. BMC Cardiovasc Disord. 2009;9:26. doi: 10.1186/1471-2261-9-26. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Neumar RW, Meng FH, Mills AM, et al. Calpain activity in the rat brain after transient forebrain ischemia. Exp Neurol. 2001;170:27–35. doi: 10.1006/exnr.2001.7708. [DOI] [PubMed] [Google Scholar]
- 27.Hess V, A'Hern R, Nasiri N, et al. Mucinous epithelial ovarian cancer: a separate entity requiring specific treatment. J Clin Oncol. 2004;22:1040–4. doi: 10.1200/JCO.2004.08.078. [DOI] [PubMed] [Google Scholar]
- 28.Alexandre J, Ray-Coquard I, Selle F, et al. Mucinous advanced epithelial ovarian carcinoma: clinical presentation and sensitivity to platinum-paclitaxel-based chemotherapy, the GINECO experience. Ann Oncol. 2010;21:2377–81. doi: 10.1093/annonc/mdq257. [DOI] [PubMed] [Google Scholar]