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      An inflammation-based prognostic score (mGPS) predicts cancer survival independent of tumour site: a Glasgow Inflammation Outcome Study

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          Abstract

          Introduction:

          A selective combination of C-reactive protein and albumin (termed the modified Glasgow Prognostic Score, mGPS) has been shown to have prognostic value, independent of tumour stage, in lung, gastrointestinal and renal cancers. It is also of interest that liver function tests such as bilirubin, alkaline phosphatase and γ-glutamyl transferase, as well as serum calcium, have also been reported to predict cancer survival. The aim of the present study was to examine the relationship between an inflammation-based prognostic score (mGPS), biochemical parameters, tumour site and survival in a large cohort of patients with cancer.

          Methods:

          Patients ( n=21 669) who had an incidental blood sample taken between 2000 and 2006 for C-reactive protein, albumin and calcium (and liver function tests where available) and a diagnosis of cancer were identified. Of this group 9608 patients who had an ongoing malignant process were studied (sampled within 2 years before diagnosis). Also a subgroup of 5397 sampled at the time of diagnosis (sampled within 2 months prior to diagnosis) were examined. Cancers were grouped by tumour site in accordance with International Classification of Diseases 10 (ICD 10).

          Results:

          On follow up, there were 6005 (63%) deaths of which 5122 (53%) were cancer deaths. The median time from blood sampling to diagnosis was 1.4 months. Increasing age, male gender and increasing deprivation was associated with a reduced 5-year overall and cancer-specific survival (all P<0.001). An elevated mGPS, adjusted calcium, bilirubin, alkaline phosphatase, aspartate transaminase, alanine transaminase and γ-glutamyl transferase were associated with a reduced 5-year overall and cancer-specific survival (independent of age, sex and deprivation in all patients sampled), as well as within the time of diagnosis subgroup (all P<0.001). An increasing mGPS was predictive of a reduced cancer-specific survival in all cancers (all P<0.001).

          Conclusion:

          The results of the present study indicate that the mGPS is a powerful prognostic factor when compared with other biochemical parameters and independent of tumour site in patients with cancer.

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          Most cited references12

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          Tumour immunity: effector response to tumour and role of the microenvironment.

          Substantial evidence shows that inflammation promotes oncogenesis and, occasionally, participates in cancer rejection. This paradox can be accounted for by a dynamic switch from chronic smouldering inflammation promoting cancer-cell survival to florid, tissue-disruptive inflammatory reactions that trigger cancer-cell destruction. Clinical and experimental observations suggest that the mechanism of this switch recapitulates the events associated with pathogen infection, which stimulate immune cells to recognise danger signals and activate immune effector functions. Generally, cancers do not have danger signals and, therefore, they cannot elicit strong immune reactions. Synthetic molecules have been developed that mimic pathogen invasion at the tumour site. These compounds activate dendritic cells to produce proinflammatory cytokines, which in turn trigger cytotoxic mechanisms leading to cancer death. Simultaneously, dendritic cells capture antigen shed by dying cancer cells, undergo activation, and stimulate antigen-specific T and B cells. This process results in massive amplification of the antineoplastic inflammatory process. Thus, although anti-inflammatory drugs can prevent onset of some malignant diseases, induction of T cells specific for tumour antigen by active immunisation, combined with powerful activation signals within the cancer microenvironment, might yield the best strategy for treatment of established cancers.
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            Comparison of an inflammation-based prognostic score (GPS) with performance status (ECOG) in patients receiving platinum-based chemotherapy for inoperable non-small-cell lung cancer

            Non-small-cell lung cancer (NSCLC) is the most common cause of cancer death in North America and Western Europe. Most patients present with advanced inoperable disease; the prognosis of these patients is extremely poor. In selected patients, platinum-based regimens have been shown to have a beneficial but modest impact on survival (Klastersky and Paesmans, 2001). Conventionally, the selection of patients for chemotherapy has been based on clinico-pathological criteria, including age, stage and performance status (Numico et al, 2001). There is increasing evidence that the presence of a systemic inflammatory response, as evidenced by elevated circulating concentrations of C-reactive protein concentrations, is associated with early recurrence and poor survival, independent of stage, in a variety of common solid tumours (Ikeda et al, 2003; McMillan et al, 2003). In advanced disease, an elevated C-reactive protein has also been shown to associated with poor survival (O’Gorman et al, 2000; Mahmoud and Rivera, 2002). Furthermore, in an unselected cohort of patients with inoperable NSCLC, the Glasgow Prognostic Score (GPS), a cumulative prognostic score based on C-reactive protein and albumin, had similar prognostic value to that of stage and performance status (Forrest et al, 2003). The question of whether the GPS would be useful in the selection of appropriate treatment for patients with inoperable NSCLC remains to be determined. The aim of the present study was to assess the value of the GPS in patients receiving chemotherapy for inoperable NSCLC. MATERIALS AND METHODS Study design Patients presenting with inoperable NSCLC (stages III and IV) to a single multidisciplinary oncology clinic in Glasgow Royal Infirmary between March 2000 and June 2003 were studied prospectively. All patients had cytologically or histologically confirmed disease and were staged on the basis of clinical findings, chest X-ray and, where appropriate, bronchoscopy, liver ultrasound, isotope bone scan and computerised tomography of the thorax, according to the American Thoracic Society TNM classification (Mountain, 1991). Clinical stage, tumour type and performance status (Eastern Cooperative Oncology Group, ECOG) were recorded at the time of diagnosis. A blood sample was also obtained for the measurement of white cell count, albumin and C-reactive protein concentrations. Patients received between one and six cycles of platinum-based chemotherapy. The study was approved by the Research Ethics Committee of Glasgow Royal Infirmary. Methods Blood parameters: Routine laboratory measurements of albumin and C-reactive protein concentration were carried out. The coefficient of variation for these methods, over the range of measurement, was less than 5% as established by routine quality control procedures. The GPS was constructed as previously described (Forrest et al, 2003). Briefly, patients with both an elevated C-reactive protein (>10 mg l−1) and hypoalbuminaemia (<35 g l−1) were allocated a score of 2. Patients in whom only one of these biochemical abnormalities was present were allocated a score of 1. Patients in whom neither of these abnormalities was present were allocated a score of 0. Statistics Univariate survival analysis was performed using the Kaplan–Meier method with the log-rank test. Multivariate survival analysis and calculation of hazard ratios (HR) were performed using Cox regression analysis. Deaths up to 31st October 2003 were included in the analysis. Analysis was performed using SPSS software (SPSS Inc., Chicago, IL, USA). RESULTS The characteristics of patients with inoperable NSCLC receiving platinum-based chemotherapy (n=109) are shown in Table 1 Table 1 Clinical characteristics and survival in patients with inoperable NSCLC receiving platinum-based chemotherapy: univariate survival analysis   Patients Survival (months) P-value   109 (100%) Median (95% CI)   Age        <60 years 41 (38) 10.6 (3.8–17.3)    ⩾60 years 68 (62) 13.5 (11.2–15.9) 0.681         Sex        Male 63 (58) 15.1 (11.0–19.2)    Female 46 (42) 10.6 (10.1–11.1) 0.433         Stage        III 52 (47) 13.5 (9.1–18.0)    IV 57 (52) 12.2 (7.8–16.6) 0.337         Type        Squamous 40 (37) 15.1 (7.9–22.4)    Adenocarcinoma 46 (42) 14.0 (9.5–18.6)    Other 23 (21) 11.7 (9.7–13.6) 0.192         Performance status (ECOG)        0 29 (27) 16.0 (9.2–22.7)    1 71 (65) 12.2 (9.9–14.5)    2 9 (8) 7.1 (1.7–12.4) 0.405         White cell count        <10 × 109/l 62 (56) 16.6 (13.1–20.1)    ≥10 × 109/l 47 (44) 11.7 (9.4–14.0) 0.029         GPS        0 27 (25) 17.0 (14.0–19.9)    1 69 (63) 12.1 (10.0–14.1)    2 13 (12) 7.1 (4.9–9.2) 0.005 . The majority were male and over the age of 60 years. Approximately 50% had stage III disease, 90% had an ECOG performance status of 0–1, 75% had an elevated C-reactive protein and 10% had hypoalbuminaemia. The majority (68%) received cisplatin-based chemotherapy and the remainder carboplatin-based chemotherapy. In total, 71 (65%) of patients died during the follow-up period. On univariate survival analysis, both white cell count and GPS were significant predictors of survival. Median survival times in the groups with an ECOG of 0, 1 and 2 were 16, 12 and 7 months, respectively, but were associated with wide confidence intervals and the difference in survival was not significant (Figure 1A Figure 1 (A) The relationship between ECOG performance status (0 ……., 1 —–, 2 _____) in patients with inoperable non-small-cell lung cancer receiving platinum-based chemotherapy. (B) The relationship between the GPS (0 ……., 1 —–, 2 _____) in patients with inoperable non-small-cell lung cancer receiving platinum-based chemotherapy. ). Median survival times in the groups with a GPS of 0, 1 and 2 were 17, 12 and 7 months respectively (P<0.01, Figure 1B). On multivariate analysis with ECOG, white cell count and the GPS entered as covariates, only the GPS was a significant independent predictor of survival (HR 1.88, 95% CI 1.25–2.84, P=0.002). DISCUSSION Conventionally, in patients with inoperable NSCLC, the decision whether or not to offer chemotherapy is primarily based on performance status. However, the assessment of performance status is subjective. For example, significant differences in the assessment of performance status have been reported between oncologists, nurses and patients, oncologists being the most optimistic in their assessment and patients the least (Ando et al, 2001). As a result there is continuing interest in the development of prognostic scores, which better reflect clinical outcome (Bennett and Ryall, 2000; Sloan et al, 2001). In the present study, an inflammation-based prognostic score based on standard laboratory measurements, the GPS, appeared to be superior to performance status in predicting outcome following platinum-based chemotherapy. This may be in part because the assessment of performance status reflects functional status at a specific point in time. In contrast, the GPS, based as it is on the presence of an ongoing systemic inflammatory response and hypoalbuminaemia, predicts the progressive nutritional decline of the patient (McMillan et al, 2001; Scott et al, 2002). Indeed, it has long been recognised that progressive weight loss is associated with poor tolerance to chemotherapy (Chlebowski et al, 1996; Paesmans et al, 1997). More recently, it has been reported that cytochrome P450 3A activity, the principal drug metabolising enzyme in a variety of chemotherapeutic agents, is compromised in advanced lung cancer patients with an elevated C-reactive protein concentration (Rivory et al, 2002; Slaviero et al, 2003). One might therefore postulate that the presence of a systemic inflammatory response would be associated with increased toxicity in patients receiving platinum-based chemotherapy. It was therefore of interest that 40% of patients with a GPS of 0 received six cycles platinum-based chemotherapy compared with only 9% of those with a GPS of 1 or 2 (P=0.003, Fisher's exact test). This suggests that the presence of a systemic inflammatory response may be an important factor in determining the ability of patients to tolerate platinum-based chemotherapy. It is possible that in patients with inoperable non-small-lung cancer, an elevated C-reactive protein concentration might reflect intercurrent infection. If this were the case it might be expected that the increase in circulating C-reactive protein concentrations would be associated with a rise in the white cell count. However, in the present study, although the white cell count was significantly correlated with C-reactive protein concentrations, the magnitude of the relationship was small (r 2=10.6%). This would suggest that infection was not the main stimulus to the increased C-reactive protein concentrations. The results of the present study suggest that the GPS offers additional prognostic information that may assist in the selection of appropriate patients with inoperable NSCLC for platinum-based chemotherapy.
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              Systemic inflammation increases cancer cell adhesion to hepatic sinusoids by neutrophil mediated mechanisms.

              Interactions between endothelial selectins and selectin ligands expressed on tumor cells have been implicated in the binding of circulating metastatic cancer cells to the vascular endothelium during extravasation. Moreover, there is mounting evidence that inflammatory environments can accelerate the progression of metastasis by neutrophil mediated mechanisms. In this study, a physiologically relevant in vivo model of early metastasis coupled with intravital microscopy was used to visualize the trafficking of tumor cells within the liver vasculature in real time. Using GFP-labeled Lewis lung carcinoma subline H-59 cells, we show here that disrupting the interactions between endothelial selectins and tumor cell selectin ligands diminished tumor cell recruitment to the liver. Furthermore, systemic inflammation induced by intravenous injection of lipopolysaccharide significantly enhanced the metastatic potential of these lung carcinoma cells by increasing their propensity to adhere to the liver sinusoidal endothelium. Confocal microscopy revealed frequent colocalization of cancer cells with neutrophils and neutrophil depletion in vivo significantly attenuated the lipopolysaccharide-induced increase in H-59 cell adhesion. Although direct selectin-selectin ligand interactions contributed significantly to tumor cell adhesion to sinusoidal endothelial cells, we show here that in addition, interactions between adherent neutrophils within the inflamed sinusoids and circulating tumor cells may further increase tumor cell arrest in the liver. 2009 UICC
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                Author and article information

                Journal
                Br J Cancer
                British Journal of Cancer
                Nature Publishing Group
                0007-0920
                1532-1827
                15 February 2011
                25 January 2011
                : 104
                : 4
                : 726-734
                Affiliations
                [1 ]simpleUniversity Department of Surgery, Faculty of Medicine-University of Glasgow, Royal Infirmary , Glasgow G31 2ER, UK
                [2 ]simpleWest of Scotland Cancer Surveillance Unit, Faculty of Medicine-University of Glasgow , Glasgow G12 8RZ, UK
                [3 ]simpleDepartment of Clinical Biochemistry, Royal Infirmary , Glasgow G31 2ER, UK
                [4 ]simpleDepartment of Clinical Pathology, Royal Infirmary , Glasgow G31 2ER, UK
                Author notes
                Article
                6606087
                10.1038/sj.bjc.6606087
                3049591
                21266974
                4918c824-c4ea-4d3c-9c97-bd59bd0e8b43
                Copyright © 2011 Cancer Research UK
                History
                : 10 December 2010
                : 16 December 2010
                Categories
                Molecular Diagnostics

                Oncology & Radiotherapy
                liver function tests,albumin,c-reactive protein,survival
                Oncology & Radiotherapy
                liver function tests, albumin, c-reactive protein, survival

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