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Imaging, Diagnosis, Prognosis |
Authors' Affiliations: 1 Institut National de la Sante et de la Recherche Medicale (INSERM) U774, Institut Pasteur de Lille; 2 Pulmonary and Thoracic Oncology Department, 3 Department of Thoracic Surgery, and 4 Pathology Department, Centre Hospitalier Régional Universitaire of Lille; 5 Statistics Department, Medical School of Lille, Lille, France; 6 Department of Pulmonary Diseases, University of Medicine and Pharmacy, Iasi, Romania; 7 Equipe ERI3 INSERM Cancers et Populations, Centre Hospitalier Universitaire of Caen; 8 Centre François Baclesse, GRECAN EA-1772, Université of Caen, Caen, France; and 9 INSERM U601-IFR26, Nantes, France
Requests for reprints: Arnaud Scherpereel, Clinique des Maladies Respiratoires, Hôpital Calmette, Centre Hospitalier Régional Universitaire of Lille, 59037 Lille Cedex, France. Phone: 33-320-44-49-98; Fax: 33-320-44-56-11; E-mail: a-scherpereel{at}chru-lille.fr.
| Abstract |
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Experimental Design: Osteopontin and mesothelin were assayed with commercial ELISA kits in a series of 43 patients with pleural metastases of various carcinomas, 33 patients with benign pleural lesions associated with asbestos exposure, 96 patients with MPMs, and 112 asbestos-exposed healthy subjects. Results were correlated with patient's diagnosis and survival.
Results: Serum osteopontin level was higher in MPM patients compared with healthy asbestos-exposed subjects and had a good capability to distinguish between these two populations. However, osteopontin was unable to distinguish between MPM and pleural metastatic carcinoma or benign pleural lesions associated with asbestos exposure. Neither plasma nor pleural fluid osteopontin were more powerful in this respect. Serum mesothelin had a good ability for diagnosing MPM but was unable to identify patients with nonepithelioid mesothelioma subtypes. Survival analysis identified tumor histologic subtype along with serum osteopontin and serum mesothelin as independent prognostic factors in mesothelioma patients.
Conclusions: Osteopontin has a lower diagnostic accuracy than mesothelin in patients suspected of MPM. Insufficient specificity limits osteopontin utility as diagnostic marker. Both molecules have a potential value as prognostic markers.
Mesothelin is a physiologically expressed, membrane-bound peptide on the surface of normal mesothelial cells and is also found expressed in various cancers, including malignant mesothelioma (17), pancreatic (18) or ovarian carcinoma (17), sarcomas (18), and in some gastrointestinal (19) or pulmonary carcinomas (1921). A soluble form, released from the membrane from the membrane-bound mesothelin (22, 23), can be detected in sera from mesothelioma patients. Thus, we preferred to use the term of soluble mesothelin instead of soluble mesothelin-related peptides, which was initially proposed. However, the mechanism of release of mesothelin from the cell surface into the blood is unknown. Serum mesothelin level is low in healthy subjects exposed to asbestos (3, 4).
The goal of our study was to evaluate the diagnostic value of osteopontin measured both in blood and in pleural fluid and to compare it with mesothelin, in a series of patients suspected of MPM. We also evaluated prognostic value of both markers.
| Materials and Methods |
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Final diagnosis, based on pleural histology, divided the 172 recruited patients into three groups: 96 with confirmed MPM, 33 patients with benign pleural lesions associated with asbestos exposure (BPLAE group), and 43 patients with pleural metastasis of various carcinomas (Mets group; see details in Table 1 ). In patients with MPM, staging was done according to International Mesothelioma Interest Group classification (25). A complete staging was available in 83 (86.4%) MPM patients. In 13 cases, some data were missing, mainly the N status. Eleven (13.3%) patients were in stage I, 21 (25.3%) patients were in stage II, 32 (38.6%) patients were in stage III, and 19 (22.9%) patients were in stage IV. The primary tumor in the Mets group was bronchopulmonary adenocarcinoma in 22 (51.1%) patients, breast adenocarcinoma in 10 (23.2%), digestive adenocarcinomas in 3 (7%), ovarian adenocarcinoma in 2 (4.7%), adenocarcinoma of unknown origin in 3 (7%), and other carcinomas in 3 (7%) cases. A subset of the 172 recruited patients (119 cases, 63 with MPM, 31 with Mets, and 25 with BPLAE) were already included in our previous report assessing the value of mesothelin in MPM diagnosis (4).
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We also recruited between December 2001 and June 2004 a cohort of 112 subjects who were occupationally exposed to asbestos (AE). They were working in a single facility involved in textile and friction material processing. They were subsequently followed in the Occupational Medicine Department for a median time of 26 months [interquartile range (IQR), 7-30 months]. These subjects had no clinical complaint, and none of them developed a MPM or another malignancy during their follow-up. Only serum was available in these patients.
A standard operating procedure about patients sampling and data retrieval was set in place. Serum and EDTA-anticoagulated plasma samples, as well as pleural fluid samples retrieved without anticoagulant, if available, were collected from each patient and stored at -80°C in aliquots until analyzed. Clinical data and outcome of the patients were also collected. Study protocol has been approved by the local ethics committee. All patients were informed about inclusion in this study and none refused.
ELISA assays. All assays were done in a single laboratory (Institut National de la Sante et de la Recherche Medicale U774). Assays for osteopontin were done in serum, plasma, and pleural fluid using the human osteopontin kit from Immunobiological Laboratories. Serum and pleural levels of soluble mesothelin-related peptide were assayed with a commercial ELISA kit (Mesomark, CISBio International) according to the manufacturer's instructions and results were expressed in nanomoles per liter.
Statistical analysis. All data are reported as median and IQR as well as mean with SD. Comparisons between groups were done using both Kruskall-Wallis test and a nonparametric ANOVA after rank transformation as suggested by Conover and Iman (26). The Bonferroni correction was applied for multiple comparisons in post hoc tests. Areas under receiver operating characteristic (ROC) curves (AUC) are reported with their 95% confidence intervals (95% CI). Comparisons of AUC were done as suggested by Hanley and McNeil (27) using values available for both variables. Unavailable data were coded as missing. A discriminant analysis was done to seek combinations of different assay results, which would result in a better classification of the patients.
A Cox proportional hazard model was used to examine associations between the various variables and survival. Survival was defined as the number of weeks from the date of pathologic diagnosis until the date of death if the patient died or until the date of last follow-up visit. Patients still alive at last follow-up were considered censored. The cutoff values for serum assays, which best differentiate survivors and nonsurvivors, were determined by an algorithm of maximization of hazard ratio (28, 29). In the multivariate analysis, mesothelin and osteopontin were introduced either as continuous variables or as binary values (high versus low) using the determined cutoffs. The log-rank test statistic was used to compare differences in survival between groups. For all tests, a two-sided P value of <0.05 was considered significant. Statistical calculations were done with the SPSS statistical package (version 12.0F, SPSS) and the SAS system (version 8.2).
| Results |
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Diagnostic value of serum mesothelin. We investigated serum level of mesothelin to compare its diagnostic value with osteopontin. Low serum levels were found for mesothelin in both AE and BPLAE groups and slightly higher values in Mets patients (Fig. 1B). MPM patients had significantly higher values of mesothelin (median, 1.94 nmol/L; IQR, 1.03-4.07 nmol/L) than Mets, BPLAE, or AE group (P < 0.001 for all comparisons). Median serum mesothelin values were low in patients with a sarcomatoid or biphasic subtype of mesothelioma (data not shown). A statistically significant correlation between serum mesothelin and blood (serum or plasma) osteopontin values were found (P < 0.02) in all subgroups of patients (MPM, BPLAE, or Mets). However, the magnitudes of these correlations were low, with a maximum Pearson r2 of 0.45 between serum mesothelin and plasma osteopontin in the subgroup of MPM patients.
Contrary to osteopontin, serum mesothelin had a good capability to distinguish not only between MPM patients and AE subjects (AUC, 0.866; 95% CI, 0.811-0.920) but also between MPM and BPLAE (AUC, 0.834; 95% CI, 0.755-0.912) or Mets patients (AUC, 0.719; 95% CI, 0.624-0.814).
Serum mesothelin could also distinguish patients with any pleural involvement (MPM, Mets, or BPLAE) from asbestos-exposed patients (AUC, 0.741; 95% CI, 0.684-0.799) and malignant pleural lesions (MPM and Mets) and from benign (BPLAE and AE) pleural involvement (AUC, 0.784; 95% CI, 0.727-0.842; Table 2).
Pleural values of osteopontin and mesothelin. Pleural osteopontin levels were slightly higher in the MPM group than in patients with metastatic carcinoma (Mets) or benign pleural lesions (BPLAE) but the differences did not reach statistically significance (Fig. 3A ). Consequently, pleural osteopontin had no value for differentiating those types of pleural lesions. No correlation was found between pleural osteopontin and serum or plasma osteopontin (r < 0.038; P > 0.74 for both tests).
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Combined value osteopontin and mesothelin for diagnosing malignant mesothelioma. Because our results indicated that osteopontin is a high sensitivity marker but with poor specificity and mesothelin had good specificity but with a lower sensitivity, we wondered if a combination of the two markers could improve patient classification. A discriminant analysis was done and showed that patient classification was not improved using a combination of the two markers than using mesothelin alone.
Osteopontin and mesothelin as prognostic factors. We also investigated if mesothelin and osteopontin could be related to patients' outcome. Only five patients with MPM were lost at follow-up after the initial inclusion visit. Thus, 91 MPM patients were included in the analysis. Survival data from all the 43 patients with Mets and 33 patients with BPLAE were available (Table 3 ). Median survival was lower in Mets than in MPM patients.
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In the MPM group, neither age, sex, nor pleural values of mesothelin and osteopontin were also related to survival. According to stage, median survival in stage I MPM patients exceeded 20 months, in stage II patients was 17 months (95% CI, 11-23), in stage III was 12 months (95% CI, 5-19), and was only 8 months in stage IV (95% CI, 3-17). Due to the low number of patients, the log-rank test resulted in a P of only 0.058. Patients with sarcomatoid mesothelioma subtype had a significantly shorter survival (median, 5 months; 95% CI, 3-7 months) than patients with epithelioid (median, 17 months; 95% CI, 11-23 months) or biphasic subtype (median, 17 months; 95% CI, 6-28; P = 0.002, log-rank test; Fig. 4A ; Table 3). In MPM patients, a significant relationship with survival was found for serum mesothelin as well as serum and plasma osteopontin. Serum osteopontin had a higher hazard ratio than plasma osteopontin, so only the serum value was subsequently introduced in the multivariate model. In the multivariate model, serum mesothelin and osteopontin were introduced either as continuous values or as binary values (high versus low) after calculating for each marker a cutoff that best differentiate longer survivors. Cutoff values of 3.5 nmol/L for serum mesothelin and 350 ng/mL for serum osteopontin were established using an algorithm of maximization of hazard ratio (28, 29). Patients with a high mesothelin level (>3.5 nmol/L) had a median survival of 7 months (95% CI, 3-11 months) compared with 19 months (95% CI, 13-25) for the low mesothelin level group (P = 0.003, log-rank test; Fig. 4B). Similarly, patients with a high serum osteopontin (i.e., >350 ng/mL) had a significantly shorter survival (median, 5 months; 95% CI, 2-8 months) than patients with low serum osteopontin level (median, 15 months; 95% CI, 11-19 months; Fig. 4C).
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| Discussion |
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Osteopontin and mesothelin had similar AUC when differentiating patients with any pleural involvement and asbestos-exposed patients but the shape of the ROC curves were different: whereas osteopontin could offer a good sensitivity, mesothelin had a much better specificity. However, if we try to identify only patients with malignant pleural involvement, mesothelin had a higher AUC than osteopontin (Fig. 2B).
The use of osteopontin as an MPM screening marker is expected to be difficult because incidence of the disease is very low, even in the asbestos-exposed population, and, consequently, most patients with a positive test will be in fact false positive. Thus, doing a thoracoscopy with multiple pleural biopsies (the gold standard for MPM diagnosis) in all osteopontin-positive patients seems unrealistic and inadvisable. At best, osteopontin could be used as a first step selection marker combined with a more specific assay in the subgroup of osteopontin-positive patients. However, it should be taken into account that osteopontin is a complex molecule and there are several distinct forms/proteolytic fragments of osteopontin (36) and results depend on the choice of the assay used. Therefore, in the future, quantification of other soluble isoforms/proteolytic fragments of osteopontin could possibly give better results. The same also applies for mesothelin (37, 38).
Serum mesothelin did better than osteopontin as a MPM diagnostic marker in our series. However, mesothelin levels are low in nonepithelioid MPM (3, 4). Therefore, despite a good specificity, the poor sensitivity of mesothelin makes it insufficient for use as a unique screening marker. Combining both osteopontin a first step selection followed by assessment of serum mesothelin did not result in a better classification of patients than using mesothelin alone in our series.
The most interesting result of our report is the potential usefulness of both serum osteopontin and serum mesothelin as prognostic markers in MPM. Tumor stage in this series was only marginally significant as a prognostic factor perhaps due to an insufficient number of patients. The International Mesothelioma Interest Group classification is the best available staging method available and has been proven its utility in large series of surgical patients. Even if the International Mesothelioma Interest Group criteria are certainly the best we have right now for MPM, it is commonly admitted that this staging method is hard to assess without complete surgical investigation and this explains the missing complete classification in 13 (13.5%) patients in our series. As reported previously, we also found that the pathologic subtype of MPM is a prognostic factor (2). Patients with sarcomatoid mesothelioma had a worse prognosis than patients with either epithelioid or biphasic subtype.
Our patients had been treated following commonly accepted practices according to the initial staging of the patients, and the global survival in our series is comparable with those reported in recent trials (32). Therefore, there is little possibility that survival analysis results have been biased by treatment allocation.
We can speculate that serum mesothelin is a prognostic factor because it is directly produced by the tumor itself and could be a mirror of tumor burden as already suggested by Robinson et al. (3) who found higher serum mesothelin levels in patients having larger tumors. However, in our series, we did not find any correlation between tumor stage and serum mesothelin levels (data not shown). In contrast, the link between higher blood osteopontin level and patient's shorter survival is more elusive. Osteopontin is also a cytokine and has been involved in a broad range of biological processes as cellular immune responses, tissue remodeling, cell survival, and cancer progression and metastasis (39). Elevated osteopontin level could stimulate tumor growth and spread and thus explain a shorter survival. Similar correlations between high osteopontin expression and a shorter survival have been described in various tumoral localizations as breast (40), prostate (41), colon (42), pancreatic (43), esophageal (44), lung (10), or soft tissue tumors (45).
Mesothelioma histologic subtype and blood levels of mesothelin and osteopontin were independent prognostic factors for survival because they probably reflect different aspects of tumor biology. This is also sustained by the absence of tight correlations between values of osteopontin and mesothelin. Further studies are needed to explain how mesothelin and osteopontin are produced, secreted, and involved in mesothelioma tumor progression. Kinetic studies will also be important to assess the value of these markers in monitoring patient response to therapy.
In conclusion, we confirmed that MPM patients have higher levels of serum osteopontin than asbestos-exposed individual as it has been suggested by Pass et al. (6), but this finding is of little diagnostic value because osteopontin cannot differentiate between MPM, pleural metastatic carcinoma, or even benign pleural lesions associated with asbestos exposure. The utility of osteopontin as a screening marker is hampered by an insufficient specificity, which would result in a very high number of false-positive tests. Serum mesothelin alone has probably insufficient specificity and sensitivity for MPM screening too, but serum mesothelin retains a significant diagnostic value even if it detects only the epithelioid subtype of mesothelioma. The most important finding is that both serum mesothelin and osteopontin levels are correlated with survival in patients with MPM.
| Footnotes |
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The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.
Note: B-D. Grigoriu and A. Scherpereel contributed equally to this work. B-D. Grigoriu is a recipient of a research fellowship from the Société de Pathologie Thoracique du Nord. Mesomark ELISA kit was provided, free of charge, by CISBio International (France). CISBio International had no role in designing the study, recruiting patients, doing assays, analyzing the data, and writing or approving the manuscript.
Received 8/29/06; revised 1/22/07; accepted 2/27/07.
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