Clinical role of pleural effusion MMP-3 levels in malignant pleural mesothelioma

  • Authors:
    • Aki Murakami
    • Chiharu Tabata
    • Rie Tabata
    • Hisaya Okuwa
    • Takashi Nakano
  • View Affiliations

  • Published online on: December 23, 2011     https://doi.org/10.3892/ol.2011.536
  • Pages: 581-585
Metrics: Total Views: 0 (Spandidos Publications: | PMC Statistics: )
Total PDF Downloads: 0 (Spandidos Publications: | PMC Statistics: )


Abstract

Malignant pleural mesothelioma (MPM) is an aggressive malignant tumor of mesothelial origin associated with asbestos exposure. MPM exhibits a limited response to conventional chemotherapy and radiotherapy. This, early diagnosis of MPM is essential. Malignant tumor progression requires the destruction of the basement membrane, which is constructed from extracellular matrix (ECM) materials. Various types of human tumor cells are reported to produce ECM-degrading proteases that are important in tumor progression. Among this group of proteolytic enzymes, matrix metalloproteinases (MMPs) are thought to be important due to their wide degrading function. We investigated the pleural effusion MMP-3 levels of patients with MPM and compared them with those of a population with non-malignant pleuritis or lung cancer involving malignant pleural effusion. The pleural effusion MMP-3 concentrations of 52 MPM patients and 67 non-MPM patients were measured. The results showed that the MPM patients had significantly higher pleural effusion MMP-3 levels than the population with non-malignant pleuritis. The overall survival of the MPM patients with lower pleural effusion MMP-3 levels was longer than that of patients with higher pleural effusion MMP-3 levels. Our data therefore suggest a clinical role of pleural effusion MMP-3 levels in malignant pleural mesothelioma.

Introduction

Malignant pleural mesothelioma (MPM) is an aggressive malignant tumor of mesothelial origin associated with asbestos exposure (13). The lifetime risk of MPM is associated with a history of occupational and/or environmental asbestos exposure (4). Due to the long latency period (typically over 30 years) between the first asbestos exposure and the onset of the disease, MPM remains a universally fatal disease of increasing incidence worldwide (1,2,5), although asbestos usage has recently decreased in Western countries and Japan.

Malignant tumor progression requires the destruction of the basement membrane (BM), which is constructed from extracellular matrix (ECM) materials. Various human tumor cells are reported to produce ECM-degrading proteases that are important in tumor progression (6). Among this group of proteolytic enzymes, matrix metalloproteinases (MMPs) are thought to be important due to their wide degrading function. MMPs are zinc-dependent endopeptidases, whose activities are targeted to all components of the ECM (7).

MMP-3 is known to be involved in tumor cell invasion and metastasis (8). The increased expression of MMP-3 has been reported in several malignant tumors, including esophageal cancer (9), breast cancer (10) and glioma (11). Moreover, a correlation between a higher MMP-3 expression and disease progression has been reported in patients with gastric cancer (12), hepatocellular carcinoma (13) and bladder cancer (14). However, the clinical importance of MMP-3 in MPM patients has not been fully investigated, although MMP-3 expression has been reported in certain MPM cells (15,16). In this study, we evaluated the clinical role of the pleural effusion MMP-3 concentration as a biomarker in MPM.

Materials and methods

Patients and pleural effusion samples

The MMP-3 levels in pleural effusion samples collected from 119 individuals presenting at the Department of Respiratory Medicine of Hyogo College of Medicine between 2005 and 2009 were examined. The pleural effusions were obtained by thoracocentesis. All cases were diagnosed by pathologists, and it was confirmed that their clinical course matched their diagnosis. Fifty-two individuals had MPM involving a documented asbestos exposure history. These cases were diagnosed by pathologists skilled in the diagnosis of MPM using histopathological samples. The patients were classified using the staging system of the International Mesothelioma Interest Group (IMIG) (17). Patients with MPM were treated according to our therapeutic guidelines: combination chemotherapy including the multi-target anti-folate pemetrexed was performed for patients with performance status (PS) 0–1 who were aged <70, and the best supportive care was selected for the remaining patients. Surgical treatment was not performed in any patient in the present study. Thirty-three individuals, including 8 cases with benign asbestos pleurisy, had non-malignant pleural effusion. Thirty-four individuals had lung cancer involving malignant pleural effusion without asbestos exposure. We verified the asbestos exposure by interview. The study was approved by our ethics committee in accordance with the 1975 Declaration of Helsinki. Informed consent was obtained from all patients. Fresh pleural effusion samples were collected prior to treatment and centrifuged for 10 min at 2000 × g at 4°C, and the resultant supernatants were immediately frozen in liquid nitrogen and stored at −80°C until use.

Measurement of MMP-3

The MMP-3 concentrations of the pleural effusions were measured using an enzyme-linked immunosorbent assay (ELISA) kit (R&D Systems, Oxford, UK) according to the manufacturer's instructions.

Statistical analysis

The non-parametric Mann-Whitney U test was used to compare three groups of samples. In all tests, p<0.05 was considered to indicate a statistically significant result. To estimate the significance of the pleural effusion MMP-3 values, receiver operating characteristic (ROC) curves, the area under the ROC curve (AUC) and their 95% confidence intervals (95% CI) were calculated using standard techniques. To examine the cut-off values for pleural effusion MMP-3 levels, we calculated the total sensitivity and specificity for each cut-off value and then selected the cut-off values that maximized each factor. Estimates of the probability of survival were calculated by the Kaplan-Meier method and compared using the log-rank test to evaluate the prognostic significance of MMP-3 with regard to the survival of patients with MPM.

Results

MMP-3 pleural effusion levels in MPM and non-MPM patients

We recruited a total of 119 subjects presenting with pleural effusion. Of the 119 patients, 52 had confirmed MPM, 33 had non-malignant pleural effusion, and 34 had lung cancer involving malignant pleural effusion. Their characteristics are shown in Table I. Of the 52 patients with MPM, 40 were of epithelioid histology, 10 sarcomatoid and 2 biphasic.

Table I

Characteristics of the MPM and non-MPM patients.

Table I

Characteristics of the MPM and non-MPM patients.

Patient groupCases (%)Total
MPM52
 Age, years (mean ± SD)69.1±10.3
 Gender
  Male39 (75.0)
  Female13 (25.0)
 Histology
  Epithelioid40 (76.9)
  Sarcomatoid10 (19.2)
  Biphasic2 (3.9)
 Stage
  I8 (15.4)
  II5 (9.6)
  III8 (15.4)
  IV31 (59.6)
Non-malignant33
 Age, years (mean ± SD)70.6±11.1
 Gender
  Male28 (84.8)
  Female5 (15.2)
 Histology
  Benign asbestos pleurisy8 (24.1)
  Tuberculous (Tb) pleurisy9 (27.3)
  Infectious (non-Tb) pleurisy9 (27.3)
  Empysema2 (6.1)
  Heart failure2 (6.1)
  Hepatic failure1 (3.0)
  Renal failure2 (6.1)
Lung cancer34
 Age, years (mean ± SD)67.6±11.1
 Gender
  Male23 (67.6)
  Female11 (32.4)
 Histology
  Adenocarcinoma31 (91.2)
  Squamous cell carcinoma2 (5.9)
  Small cell carcinoma1 (2.9)

[i] MPM, malignant pleural mesothelioma.

The ROC curves for pleural effusion MMP-3 levels (Fig. 1A) reveal that the patients with MPM had an AUC of 0.651 in comparison with those with non-malignant pleural effusion (95% CI 0.555–0.747). At the optimal cut-off value of 50 ng/ml, the diagnostic sensitivity was 30.8% and the specificity was 97.0%. The mean pleural effusion MMP-3 concentration of the patients with MPM was significantly higher (49.1±59.1 ng/ml) than that of the patients with non-malignant pleural effusion (19.8±13.8 ng/ml; p=0.028; Fig. 1B). Although the mean pleural effusion MMP-3 concentrations of the patients with MPM was higher than that of the patients with lung cancer involving malignant pleural effusion (33.7±22.4 ng/ml), no statistically significant difference was found between them (p=0.909; Fig. 1B). No statistically significant differences were observed between the pleural effusion MMP-3 levels of the MPM histological groups (epithelioid, 54.2±62.9 ng/ml; non-epithelioid, 32.1±45.5 ng/ml) or the different disease stages (stage I, 33.1±30.2 ng/ml; stage II, 34.0±32.2 ng/ml; stage III, 84.6±120.3 ng/ml; and stage IV, 49.9±58.8 ng/ml) and there were no significant differences between the pleural effusion MMP-3 levels of the subjects with benign asbestos pleurisy and those with benign pleurisy without a history of asbestos exposure (14.4±9.0 ng/ml and 20.3±14.2 ng/ml, respectively).

Correlation between pleural effusion MMP-3 levels and overall survival

Among the 52 MPM patients, we were able to follow 47 patients closely for up to 1,700 days. Twenty patients had died by the end of the follow-up. Five patients were lost due to lack of information following transfer to other hospitals. These 5 subjects were homogenously distributed in the two groups compared (3 subjects were >50 ng/ml and 2 subjects were ≤50 ng/ml).

To study the correlation between pleural effusion MMP-3 levels and patient clinical courses, we separated the patients according to their pleural effusion MMP-3 levels at the time of the first measurement. The first group included patients with pleural effusion MMP-3 levels lower than 50 ng/ml, the cut-off value that we selected. In this group of 34 patients, the mean MMP-3 value was 18.2 ng/ml (interquartile range, 10.5–26.2). The other group included the remaining 13 patients, who had pleural effusion MMP-3 levels higher than 50 ng/ml and whose mean MMP-3 pleural effusion concentration was 109.5 ng/ml (interquartile range, 71.8–139.1). The difference in overall survival between the groups with lower and higher pleural effusion MMP-3 concentrations than the cut-off point of 50 ng/ml was not statistically significant (p=0.51; Fig. 2). However, there was a tendency for the survival of the patients with lower pleural effusion MMP-3 levels to be longer than that of the patients with higher pleural effusion MMP-3 levels.

Discussion

MPM shows a limited response to conventional chemotherapy and radiotherapy. Although the multi-target anti-folate pemetrexed has recently been approved as a first-line agent for use in combination with cisplatin for the treatment of MPM, survival of patients remains extremely poor (18), with a median survival duration of 8–18 months (19). Although in advanced cases, resection of the tumor only prolongs survival by approximately 3 months, it has been reported that patients with stage IA disease survive for five or more years following total resection of the tumor (20). Moreover, in several centers, potentially curative surgery combined with some form of adjuvant therapy has been performed. Early diagnosis may provide an opportunity for early treatment using new treatment regimens, although whether early intervention results in good prognosis has yet be confirmed.

Due to the difficulty of diagnosing MPM by radiological and/or histological examinations, efficient and practical pleural effusion biomarkers are required to aid the diagnosis of MPM. Several cytokines, including interleukin (IL)-6 (21), transforming growth factor (TGF)-β1 (2224), platelet-derived growth factor (PDGF) (25), TGF-α (26), and IL-8 (27), are significant in the development of MPM. Pleural effusion biomarkers for MPM, including hyaluronic acid and CYFRA 21–1, have also been reported and used to assist the diagnosis of MPM (20,2832). The level of mesothelin-related protein (SMRP), the soluble form of mesothelin, has been reported to be a useful pleural effusion marker in MPM (33). However, little is known about their biological functions or effects on MPM cells.

A number of studies have focused on the expression of MMPs, including MMP-2 and MMP-9 in MPM cells, or in patients with MPM or lung cancer (34,35). In the present study, we examined the serum and pleural effusion MMP-2 levels of MPM patients and found no significant differences between samples from patients with MPM and those from non-MPM patients (data not shown). MMP-2 and MMP-9, which are also known as gelatinase A and B, respectively, cleave type IV collagen. However, MMP-3 degrades several components of the ECM, including fibronectin, laminin and collagen type IV (36). MMP-3 is also involved in tumor cell invasion and metastasis (8).

In this study, we evaluated the clinical role of the pleural effusion MMP-3 concentration as a biomarker in MPM, and demonstrated that the pleural effusion MMP-3 concentrations of patients with MPM were significantly higher than those of patients with non-malignant pleural effusion. At the optimal cut-off value of 50 ng/ml, the diagnostic sensitivity of the MMP-3 pleural effusion concentration was low (30.8%), and its negative predictive value (non-MPM patients/all patients with pleural effusion MMP-3 levels of <50 ng/ml) was not high (47.1%), suggesting that the pleural effusion MMP-3 concentration cannot be used to select MPM patients from individuals with lower pleural effusion MMP-3 levels. However, its specificity was high (97.0%) and its positive predictive value of 94.1% (MPM patients/all patients with pleural effusion MMP-3 levels of >50 ng/ml), suggests that the MMP-3 concentration could be used to differentiate MPM patients from patients with higher MMP-3 pleural effusion levels. Although the difference in overall survival between the groups with lower and higher pleural effusion MMP-3 values than the cut-off point (50 ng/ml) was not statistically significant, the survival of patients with higher pleural effusion MMP-3 levels showed a tendency to be shorter than that of the patients with lower pleural effusion MMP-3 levels. This observation is compatible with the previous studies demonstrating a correlation between higher MMP-3 expression and disease progression in patients with certain malignancies (1214). It is well known that MPM patients with higher stage and/or non-epithelioid tumor have a poor prognosis. In the present study, however, there were no significant differences in pleural effusion MMP-3 levels among disease stages as well as histological types (epithelioid versus non-epithelioid). We consider that the prognostic impact of pleural effusion MMP-3 levels needs further evaluation. From these findings, patients with high pleural effusion MMP-3 levels may be suspected of having MPM and a poor prognosis.

We evaluated the clinical role of the pleural effusion MMP-3 concentration as a biomarker in MPM, and demonstrated that patients with MPM had significantly higher pleural effusion MMP-3 levels than a population with non-malignant pleuritis involving benign asbestos pleurisy, suggesting MMP-3 to be a useful diagnostic marker of MPM. The Kaplan-Meier method revealed that the survival of the patients with higher pleural effusion MMP-3 levels showed a tendency to be shorter than that of the patients with lower pleural effusion MMP-3 levels, indicating the usefulness of MMP-3 as a prognostic marker.

Acknowledgements

We thank Ms. Hidemi Kitai for providing technical assistance. This study was supported by grants from KAKENHI, a Grant-in-Aid for Scientific Research (C) (20590936), Funds for Cancer Research from the Hyogo Prefecture Health Promotion Association and Special Coordination Funds for Promoting Science and Technology (H18-1-3-3-1).

Abbreviations:

AUC

area under the ROC curve

BM

basement membrane

CI

confidence interval

ECM

extracellular matrix

ELISA

enzyme-linked immunosorbent assay

IL

interleukin

MMP

matrix metalloproteinase

MPM

malignant pleural mesothelioma

PDGF

platelet-derived growth factor

ROC

receiver operating characteristic

TGF

transforming growth factor

References

1 

Robinson BW, Musk AW and Lake RA: Malignant mesothelioma. Lancet. 366:397–408. 2005. View Article : Google Scholar : PubMed/NCBI

2 

Robinson BW and Lake RA: Advances in malignant mesothelioma. N Engl J Med. 353:1591–1603. 2005. View Article : Google Scholar : PubMed/NCBI

3 

Wagner JC, Sleggs CA and Marchand P: Diffuse pleural mesothelioma and asbestos exposure in the North; Western Cape Province. Br J Ind Med. 17:260–271. 1960.PubMed/NCBI

4 

Rake C, Gilham C, Hatch J, et al: Occupational, domestic and environmental mesothelioma risks in the British population: a case-control study. Br J Cancer. 100:1175–1183. 2009. View Article : Google Scholar : PubMed/NCBI

5 

Selikoff IJ, Hammond EC and Seidman H: Latency of asbestos disease among insulation workers in the United States and Canada. Cancer. 15:2736–2740. 1980. View Article : Google Scholar : PubMed/NCBI

6 

Liotta LA and Stetler-Stevenson WG: Metalloproteinases and cancer invasion. Semin Cancer Biol. 1:99–106. 1990.PubMed/NCBI

7 

Johnson LL, Dyer R and Hupe DJ: Matrix metalloproteinase. Curr Opin Chem Biol. 2:466–471. 1998. View Article : Google Scholar

8 

Kleiner DE and Stetler-Stevenson WG: Structural biochemistry and activation of matrix metalloproteases. Curr Opin Cell Biol. 5:891–897. 1993. View Article : Google Scholar : PubMed/NCBI

9 

Mukherjee S, Roth MJ, Dawsey SM, et al: Increased matrix metalloproteinase activation in esophageal squamous cell carcinoma. J Transl Med. 8:912010. View Article : Google Scholar : PubMed/NCBI

10 

Phromnoi K, Yodkeeree S, Anuchapreeda S, et al: Inhibition of MMP-3 activity and invasion of the MDA-MB-231 human invasive breast carcinoma cell line by bioflavonoids. Acta Pharmacol Sin. 30:1169–1176. 2009. View Article : Google Scholar : PubMed/NCBI

11 

Lee EJ, Kim SY, Hyun JW, et al: Glycitein inhibits glioma cell invasion through down-regulation of MMP-3 and MMP-9 gene expression. Chem Biol Interact. 185:18–24. 2010. View Article : Google Scholar : PubMed/NCBI

12 

Yeh YC, Sheu BS, Cheng HC, et al: Elevated serum matrix metalloproteinase-3 and -7 in H. pylori-related gastric cancer can be biomarkers correlating with a poor survival. Dig Dis Sci. 55:1649–1657. 2010.PubMed/NCBI

13 

Okamoto K, Ishida C, Ikebuchi Y, et al: The genotypes of IL-1 beta and MMP-3 are associated with the prognosis of HCV-related hepatocellular carcinoma. Intern Med. 49:887–895. 2010. View Article : Google Scholar : PubMed/NCBI

14 

Srivastava P, Mandhani A, Kapoor R, et al: Role of MMP-3 and MMP-9 and their haplotypes in risk of bladder cancer in North Indian cohort. Ann Surg Oncol. 17:3068–3075. 2010. View Article : Google Scholar : PubMed/NCBI

15 

Harvey P, Clark IM, Jaurand MC, et al: Hepatocyte growth factor/scatter factor enhances the invasion of mesothelioma cell lines and the expression of matrix metalloproteinases. Br J Cancer. 83:1147–1153. 2000. View Article : Google Scholar : PubMed/NCBI

16 

Liu Z, Ivanoff A and Klominek J: Expression and activity of matrix metalloproteases in human malignant mesothelioma cell lines. Int J Cancer. 91:638–643. 2001. View Article : Google Scholar : PubMed/NCBI

17 

Rusch VW: A proposed new international TNM staging system for malignant pleural mesothelioma. From the International Mesothelioma Interest Group. Chest. 108:1122–1128. 1995. View Article : Google Scholar : PubMed/NCBI

18 

Vogelzang NJ, Rusthoven JJ, Symanowski J, et al: Phase III study of pemetrexed in combination with cisplatin versus cisplatin alone in patients with malignant pleural mesothelioma. J Clin Oncol. 21:2636–2644. 2003. View Article : Google Scholar : PubMed/NCBI

19 

Nowak AK, Lake RA, Kindler HL, et al: New approaches for mesothelioma: biologics, vaccines, gene therapy, and other novel agents. Semin Oncol. 29:82–96. 2002. View Article : Google Scholar : PubMed/NCBI

20 

Pass HI, Lott D, Lonardo F, et al: Asbestos exposure, pleural mesothelioma, and serum osteopontin levels. N Engl J Med. 353:1564–1573. 2005. View Article : Google Scholar : PubMed/NCBI

21 

Adachi Y, Aoki C, Yoshio-Hoshino N, et al: Interleukin-6 induces both cell growth and VEGF production in malignant mesotheliomas. Int J Cancer. 119:1303–1311. 2006. View Article : Google Scholar : PubMed/NCBI

22 

Tabata C, Tabata R, Hirayama N, et al: All-trans-retinoic acid inhibits tumor growth of malignant pleural mesothelioma in mice. Eur Respir J. 34:1159–1167. 2009. View Article : Google Scholar : PubMed/NCBI

23 

Fitzpatrick DR, Bielefeldt-Ohmann H, Himbeck RP, et al: Transforming growth factor-beta: antisense RNA-mediated inhibition affects anchorage-independent growth, tumorigenicity and tumor-infiltrating T-cells in malignant mesothelioma. Growth Factors. 11:29–44. 1994. View Article : Google Scholar

24 

Marzo AL, Fitzpatrick DR, Robinson BW, et al: Antisense oligonucleotides specific for transforming growth factor beta2 inhibit the growth of malignant mesothelioma both in vitro and in vivo. Cancer Res. 57:3200–3207. 1997.PubMed/NCBI

25 

Versnel MA, Claesson-Welsh L, Hammacher A, et al: Human malignant mesothelioma cell lines express PDGF beta-receptors whereas cultured normal mesothelial cells express predominantly PDGF alpha-receptors. Oncogene. 6:2005–2011. 1991.

26 

Mórocz IA, Schmitter D, Lauber B, et al: Autocrine stimulation of a human lung mesothelioma cell line is mediated through the transforming growth factor alpha/epidermal growth factor receptor mitogenic pathway. Br J Cancer. 70:850–856. 1994.

27 

Galffy G, Mohammed KA, Dowling PA, et al: Interleukin 8: an autocrine growth factor for malignant mesothelioma. Cancer Res. 59:367–371. 1999.PubMed/NCBI

28 

Fuhrman C, Duche JC, Chouaid C, et al: Use of tumor markers for differential diagnosis of mesothelioma and secondary pleural malignancies. Clin Biochem. 33:405–410. 2000. View Article : Google Scholar : PubMed/NCBI

29 

Paganuzzi M, Onetto M, Marroni P, et al: Diagnostic value of CYFRA 21-1 tumor marker and CEA in pleural effusion due to mesothelioma. Chest. 119:1138–1142. 2001. View Article : Google Scholar : PubMed/NCBI

30 

Robinson BW, Creaney J, Lake R, et al: Mesothelin-family proteins and diagnosis of mesothelioma. Lancet. 362:1612–1616. 2003. View Article : Google Scholar : PubMed/NCBI

31 

Frebourg T, Lerebours G, Delpech B, et al: Serum hyaluronate in malignant pleural mesothelioma. Cancer. 59:2104–2107. 1987. View Article : Google Scholar : PubMed/NCBI

32 

Schouwink H, Korse CM, Bonfrer JM, et al: Prognostic value of the serum tumour markers Cyfra 21-1 and tissue polypeptide antigen in malignant mesothelioma. Lung Cancer. 25:25–32. 1999. View Article : Google Scholar : PubMed/NCBI

33 

Creaney J, Yeoman D, Naumoff LK, et al: Soluble mesothelin in effusions: a useful tool for the diagnosis of malignant mesothelioma. Thorax. 62:569–576. 2007. View Article : Google Scholar : PubMed/NCBI

34 

Edwards JG, McLaren J, Jones JL, et al: Matrix metalloproteinases 2 and 9 (gelatinases A and B) expression in malignant mesothelioma and benign pleura. Br J Cancer. 88:1553–1559. 2003. View Article : Google Scholar : PubMed/NCBI

35 

Roomi MW, Monterrey JC, Kalinovsky T, et al: Modulation of MMP-2 and MMP-9 by cytokines, mitogens and inhibitors in lung cancer and malignant mesothelioma cell lines. Oncol Rep. 22:1283–1291. 2009.PubMed/NCBI

36 

Murphy GJ, Murphy G and Reynolds JJ: The origin matrix metalloproteinases and their familial relationships. FEBS Lett. 289:4–7. 1991. View Article : Google Scholar : PubMed/NCBI

Related Articles

Journal Cover

March 2012
Volume 3 Issue 3

Print ISSN: 1792-1074
Online ISSN:1792-1082

Sign up for eToc alerts

Recommend to Library

Copy and paste a formatted citation
x
Spandidos Publications style
Murakami A, Tabata C, Tabata R, Okuwa H and Nakano T: Clinical role of pleural effusion MMP-3 levels in malignant pleural mesothelioma. Oncol Lett 3: 581-585, 2012.
APA
Murakami, A., Tabata, C., Tabata, R., Okuwa, H., & Nakano, T. (2012). Clinical role of pleural effusion MMP-3 levels in malignant pleural mesothelioma. Oncology Letters, 3, 581-585. https://doi.org/10.3892/ol.2011.536
MLA
Murakami, A., Tabata, C., Tabata, R., Okuwa, H., Nakano, T."Clinical role of pleural effusion MMP-3 levels in malignant pleural mesothelioma". Oncology Letters 3.3 (2012): 581-585.
Chicago
Murakami, A., Tabata, C., Tabata, R., Okuwa, H., Nakano, T."Clinical role of pleural effusion MMP-3 levels in malignant pleural mesothelioma". Oncology Letters 3, no. 3 (2012): 581-585. https://doi.org/10.3892/ol.2011.536