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Imaging, Diagnosis, Prognosis |
Authors' Affiliations: 1 Research Laboratory, Departments of Hematology and 2 Rheumatology, Herlev University Hospital, Copenhagen, 3 Department of Hematology and Infectious Diseases, Ribe County Hospital, Esbjerg, 4 Cancer Cytogenetic Laboratory, 5 Department of Hematology, Aarhus University Hospital, and 6 Department of Hematology, Aalborg Hospital, Aarhus University, Aarhus, Denmark
Requests for reprints: Olav J. Bergmann, Department of Hematology and Infectious Diseases, Ribe County Hospital, Finsensgade 35, DK-6700 Esbjerg, Denmark. Phone: 45-7918-2160; Fax: 45-7918-2229; E-mail: ojb{at}ribeamt.dk.
| Abstract |
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Experimental Design: YKL-40 was measured by ELISA in serum from 77 patients recently diagnosed with AML before and during the first month of chemotherapy.
Results: Forty (52%) of the AML patients had elevated serum YKL-40 (compared with age-matched healthy subjects) and their survival was shorter than in patients with normal serum YKL-40 (median, 128 days; interquartile range, 18-629 days versus 386 days; interquartile range, 180-901; P = 0.018 Mann-Whitney test). Univariate analysis of serum YKL-40 (logarithmically transformed and treated as a continuous covariate) showed significant association with survival within the first month after start of chemotherapy [hazard ratio (HR), 1.7; 95% confidence interval (CI), 1.2-2.4; P = 0.002], first 12 months (HR, 1.6; 95% CI, 1.2-2.0; P = 0.0002), and overall survival (HR, 1.3; 95% CI, 1.1-1.6; P = 0.003). Multivariate Cox analysis showed that serum YKL-40 was an independent prognostic variable for survival (first month: HR, 1.7; P = 0.011; 12 months: HR, 1.6; P = 0.0002; overall survival: HR, 1.4; P = 0.002). High serum YKL-40 at start of chemotherapy was a risk factor for pneumonia within the first month, and serum YKL-40 increased (P = 0.002) at time of pneumonia and was unchanged in patients without infections.
Conclusions: Serum YKL-40 is a prognostic biomarker of survival in AML patients. Its role in AML and infections needs to be determined.
YKL-40,7 a phylogenetically highly conserved heparin- and chitin-binding lectin without chitinase activity, is a member of the "mammalian chitinase-like proteins" (69). The gene for human YKL-40 (10, 11) is localized on chromosome 1 and the crystal structure of human YKL-40 has been described (12, 13). The site and mode of binding of YKL-40 to cell surface receptors is unknown. Microarray gene analyses have identified the human YKL-40 gene to be one of the most overexpressed genes in glioblastoma multiforme (14, 15), papillary thyroid carcinoma (16), and extracellular myxoid chondrosarcoma (17). YKL-40 is secreted in vitro by cancer cell lines (1820). Treatment with phorbol 12-myristate 13-acetate of human tumor cell lines that originate from immature cells of the monocytic differentiation lineage corresponding to monoblasts (U937, THP-1) and myeloblasts (HL-60) induce differentiation of monocytes into an adherent macrophage-like cell type and an increase in YKL-40 expression (10, 21, 22). In normal bone marrow, the myelocyte-metamyelocyte express YKL-40 protein and it is stored in the specific granules of neutrophil granulocytes and released from fully activated cells (23). YKL-40 is also expressed by macrophages in vitro during the late stage of differentiation (911), in vivo by macrophages in tissues with inflammation (24), and by peritumoral macrophages (25).
YKL-40 is a growth factor for fibroblasts and chondrocytes, and acts synergistically with insulin-like growth factor-I (26, 27). YKL-40 initiates mitogen-activated protein kinase and phosphoinositide-3-kinase signaling cascades in fibroblasts leading to the phosphorylation of both the extracellular signal-regulated kinase-1/2 mitogen-activated protein kinase and protein kinase B (AKT)mediated signaling cascades (26, 27), which are associated with the control of mitogenesis. The phosphoinositide-3-kinase pathway, and in particular, the phosphorylation of AKT, is strongly associated with cell survival. Up-regulated YKL-40 expression is found in a human glioblastoma cell line by genotoxic and microenvironmental stress (e.g., hypoxia, ionizing radiation; ref. 20), and human astrocytes transfected with YKL-40 had increased resistance to radiation and increased invasion capacity in vitro (15). This suggests that YKL-40 plays a role in the malignant phenotype as a cellular survival factor. Furthermore, YKL-40 modulates vascular endothelial cell morphology by promoting the formation of branching tubules, indicating that YKL-40 has a role in angiogenesis by stimulating the migration and reorganization of vascular endothelial cells (28). YKL-40 also acts as a chemoattractant for endothelial cells, stimulates their migration and promotes the migration and adhesion of vascular smooth muscle cells (28, 29).
Several studies of patients with solid tumors have shown that serum YKL-40 is elevated in some patients with primary or metastatic carcinoma of the breast (30, 31), colorectal (32), ovary (3335), lung (36), prostate (37), kidney and glioblastoma (14). Interestingly, the studies showed that high serum YKL-40 was related to short recurrence-free interval and short overall survival, and that high serum YKL-40 was an independent prognostic variable of poor prognosis (3037). A high serum YKL-40 in patients with first recurrence of breast cancer predicted less responsiveness to anthracycline therapy (30). In patients radically operated for colorectal cancer a high serum YKL-40 postoperatively increased the risk of recurrence or death within the following 6 months by 6.9- and 8.5-fold (38). Immunohistochemical analysis of biopsies of glioblastoma has shown that YKL-40 is a diagnostic marker for histologic subtypes (39).
This is the first study of serum YKL-40 in patients with hematologic malignancies. We report data on serum YKL-40 in patients with AML with regard to the prognostic effect on survival and as treatment monitoring during the first month of chemotherapy.
| Patients and Methods |
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All patients were examined by the same investigator (O.J. Bergmann). Septicemia and pneumonia were chosen as indicators of severe infection. Septicemia was defined as the presence of at least one positive blood culture, except in the case of Staphylococcus aureus, coagulase-negative staphylococci, Corynebacterium spp., and Bacillus spp., which were only considered indicative of septicemia when cultured from at least two separate specimens of blood. The diagnosis of pneumonia included the presence of an infiltrate on chest X-ray. Oral temperature (Craftemp, Astra Tech, Mölndal, Sweden) was measured twice daily by nurses. Fever was defined as oral temperature >36.5°C in the morning or >37.0°C in the evening. Empirical broad-spectrum antibacterial treatment was initiated when the oral temperature was
38.0°C for >2 hours, and always when there were clinical signs of infection. Forty patients received acyclovir prophylaxis (41, 42). Antibacterial or antifungal prophylaxis, HEPA-filtered air, or cytokines were not used. Erythrocyte sedimentation rate (ESR), hematologic variables, serum creatinine, liver enzymes, serum lactate dehydrogenase, and serum albumin were monitored on day 1 and thereafter twice weekly.
Healthy controls. The reference range of serum YKL-40 was determined in 245 healthy subjects (134 females and 111 males; median age, 49; range, 18-79 years). These subjects were all healthy, were not on medication, and had no signs or clinical symptoms of cancer, joint, liver, metabolic or endocrine diseases. The study was approved by the local ethics committee and written informed consent was obtained from each subject.
Cytogenetics. Cytogenetic analyses were available from 65 (84%) of the patients and done according to standard protocols. Cytogenetic data were classified according to the International System for Human Cytogenetic Nomenclature. Patients were classified into three subgroups based on cytogenetics (43): the group associated with a favorable prognosis (n = 3) included AML patients with t(8;21), t(15;17), or inv(16); the adverse prognosis group (n = 11) contained AML patients with aberrations of chromosomes 5 or 7, deletion of 5q or with a complex aberrant karyotype; the intermediate prognosis group (n = 51) included AML patients with other karyotype aberrations as well as a normal karyotype (n = 39).
Serum YKL-40 analysis. Serum samples were collected on day 1, i.e., immediately before the start of treatment, and thereafter on days 8, 15, 22, and 29. Samples were stored at 80°C until analysis for YKL-40. Samples from each patient were analyzed in the same assay without knowledge of the clinical, biochemical, or survival data. Serum concentrations of YKL-40 were determined by a commercial two-site, sandwich-type ELISA (Quidel, San Diego, CA; ref. 44) using streptavidin-coated microplate wells, a biotinylated-Fab monoclonal capture antibody, and an alkaline phosphataselabeled polyclonal detection antibody. The sensitivity of the ELISA was 10 µg/L. The intra- and interassay coefficient of variation were <3.6% and <7.1%, respectively. The long time coefficient of variation in serum YKL-40 was 5% in 30 healthy women (ages 24-62 years) who had serum samples collected five times with 7-day intervals and subsequently again after 3 years.8
Statistics. Statistical analysis were done with SPSS statistical software system (SPSS Inc., Chicago, IL; version 12.0). The duration of fever, antibiotic treatment, or leukopenia were expressed as the time with the particular finding in the percentage of the total time in which the patient was included in the study. Nonparametric tests (Mann-Whitney, Fisher's exact, and Wilcoxon tests) were used to compare pretreatment and within-treatment data. The Spearman correlation test was used. Two-sided P < 0.05 were considered statistically significant. A normal reference of serum YKL-40 was calculated on the log-transformed serum YKL-40 values of the healthy controls adjusting for age, and the 95% percentile was chosen as the cut-point. Survival curves were constructed using the Kaplan-Meier method and the log rank test was used to compare survival between groups. The Cox proportional hazards model, log-likelihood statistics, was applied for univariate analyses of covariates and for multivariate analysis. Significant variables with a P < 0.05 were included in the multivariate Cox analyses to identify variables of independent significance. When evaluating the value of serum YKL-40 at day 1 in predicting complete remission, pneumonia, or sepsis, a logistic regression of serum YKL-40 (logarithmically transformed) as covariate was used. Cumulative incidence estimates of pneumonia or septicemia were plotted as a graphic representation of the risk of pneumonia or septicemia during the first month of chemotherapy.
| Results |
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= 0.35; P = 0.002), serum albumin (
= 0.48; P < 0.001), serum aspartate aminotransferase (
= 0.24; P = 0.04), serum lactate dehydrogenase (
= 0.28; P = 0.02), and serum alkaline phosphatase (
= 0.39; P < 0.001). No correlations were found with leukocytes, platelets, hemoglobin, ESR, creatinine, serum alanine aminotransferase, and serum bilirubin. Serum YKL-40 at day 1 in relation to treatment response and survival. Thirty-eight (49%) of the patients achieved complete remission within the first 4 weeks. There was no difference in treatment response (P = 0.7) and overall survival (P = 0.6) between the different treatment regimens. There was no relationship between serum YKL-40 at day 1 (normal versus elevated) and effect of treatment within the first months (complete remission versus non-response; Fisher exact test, P = 0.26). The logistic regression for complete remission versus no response with serum YKL-40 (logarithmically transformed) at day 1 as covariate showed borderline association with remission (odds ratio, 1.4; 95% confidence interval (CI), 1.0-1.9; P = 0.060 when serum YKL-40 is doubled for not achieving remission).
The patients were followed-up until death or up to >12 years. The median survival was 276 days (range 2-5,195 days). Seventeen (22%) patients died within the first month and 44 (57%) died within the first year. At the time of the last follow-up (December 2004) eight patients (10%) were still alive. The survival time for patients with elevated serum YKL-40 at day 1 (i.e., the day of start of treatment) was significantly shorter (median, 128 days; interquartile range, 18-629 days) compared with patients with normal serum YKL-40 (median, 386 days; interquartile range, 180-901; P = 0.018 Mann-Whitney test). Univariate analysis of serum YKL-40 (logarithmically transformed and treated as a continuous variable) at day 1 showed a significant association with survival within the first month and the first year after starting chemotherapy (1 month survival, hazard ratio (HR), 1.7; P = 0.002; 1 year survival: HR, 1.6; P = 0.0002) and with the overall survival (HR, 1.3; P = 0.003; Table 2). Fever at day 1 and elevated serum lactate dehydrogenase, bilirubin and liver enzymes were also significantly associated with short survival (Table 2). Multivariate Cox regression analysis showed that only serum YKL-40 (1 month survival: HR, 1.7, 95% CI, 1.1-2.2; P = 0.011; 1 year survival: HR, 1.6, 95% CI, 1.3-2.0; P = 0.0002; and overall survival: HR, 1.4, 95% CI, 1.1-1.7; P = 0.002), serum bilirubin (1 month survival: HR, 3.9, 95% CI, 1.2-13; P = 0.048), and fever at day 1 (1 year survival: HR, 2.3, 95% CI, 1.2-4.3; P = 0.010; and overall survival: HR, 1.9, 95% CI, 1.1-3.2; P = 0.029) were independent prognostic variables of survival. Figure 2A and B illustrate the first month and first year survival plots when the patients were grouped by elevated or normal serum YKL-40 at start of chemotherapy.
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Univariate Cox analysis of serum YKL-40 at day 1 in the 39 patients without pneumonia and/or septicemia during the study (days 1-28) showed significant association with survival after starting chemotherapy (1 month survival: HR, 1.6; P = 0.009; 1 year survival: HR, 1.5; P = 0.006; and overall survival: HR, 1.4; P = 0.005; Table 3). In the 38 patients with pneumonia and/or septicemia during the study period, serum YKL-40 at day 1 was also associated with 1-year survival (HR, 1.6; P = 0.022) but not with 1-month and overall survival (Table 3).
The five patients with both high serum YKL-40 and cytogenetic adverse prognosis (Table 1) had the poorest median survival (47 days, and all five patients were dead within 51 days) contrasting a median survival of 399 days for patients with normal serum YKL-40 and cytogenetic intermediate prognosis. The three patients with favorable prognosis had normal serum YKL-40.
Changes in serum YKL-40 during the first month of chemotherapy in relation to infections. Fifty-six patients had not developed infections within the first week after starting chemotherapy and they had a significant decrease in serum YKL-40 (day 1: median, 112 µg/L; 95% CI, 34-473 µg/L, versus day 7: median, 95 µg/L; 95% CI, 28-268 µg/L; P = 0.007). Pneumonia occurred in 19 (25%) of the patients (4 of these also had septicemia) within the first month after starting chemotherapy. Cox regression for pneumonia versus no pneumonia (and no septicemia) with serum YKL-40 (logarithmically transformed) at day 1 as covariate showed no association with pneumonia (P = 0.53) when serum YKL-40 is doubled. Figure 3A illustrates that the cumulative incidence of pneumonia in the AML patients was higher in patients with elevated serum YKL-40 at start of chemotherapy compared with patients with normal serum YKL-40 (HR, 2.3; 95% CI, 1.0-5.2; P = 0.04). Furthermore, serum YKL-40 at the time of pneumonia was significantly higher (median, 302 µg/L; 95% CI, 201-484 µg/L) compared with the serum YKL-40 level at the time point preceding the infection (median, 166 µg/L; 95% CI, 113-213 µg/L; P = 0.002; Fig. 3B). Septicemia (without pneumonia) occurred in 14 (18%) patients within the first month and after starting treatment. The bacteriologic isolates comprised Klebsiella pneumoniae in four, Escherichia coli in three, Pseudomonas aeruginosa in two, S. aureus in one, coagulase-negative staphylococci in three, nonhemolytic streptococci in one, and hemolytic streptococci in one patient (one patient had two isolates). The Cox model for septicemia (and no pneumonia) versus no septicemia (and no pneumonia) with serum YKL-40 (logarithmically transformed) at day 1 as covariate showed no association with septicemia (P = 0.18) when serum YKL-40 is doubled. Figure 3C illustrates that the cumulative incidence of septicemia in AML patients was similar in patients with elevated and normal serum YKL-40 at start of chemotherapy (P = 0.67). Serum YKL-40 at the time of septicemia (and no pneumonia, median, 186 µg/L; 95% CI, 96-411 µg/L) was not significantly higher compared with serum YKL-40 at the time point preceding septicemia (86 µg/L; 95% CI, 61-176 µg/L; P = 0.10; Fig. 3D). Serum YKL-40 was unchanged in the group of patients without septicemia or pneumonia (n = 25) during the first month of chemotherapy (data not shown).
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| Discussion |
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In the present study, it was also found that high serum YKL-40 in AML patients at the beginning of chemotherapy was a risk factor for pneumonia within the first month of chemotherapy. We examined the changes in serum YKL-40 weekly during the first 4 weeks of remission induction chemotherapy and observed significant increases (median 2-fold, and up to 8-fold) in serum YKL-40 in AML patients at the time of pneumonia. Septicemia was also followed by increases in serum YKL-40, although not statistically significant in the small number of patients. In the group of patients who did not develop pneumonia and/or septicemia during the first month of chemotherapy, the serum YKL-40 level at day 1 was still a prognostic marker of survival. In the group of patients who developed pneumonia and/or septicemia during the study period, the serum YKL-40 level at day 1 was only associated with 1-year survival.
YKL-40 can be regarded as an acute phase protein because its serum concentration increases by >25% following an inflammatory stimulus. It has been reported that plasma YKL-40 increased 5-fold at 24 hours after injection with endotoxin in healthy subjects (45) and that patients with Streptococcus pneumoniae pneumonia or septicemia had 8- to 10-fold higher serum YKL-40 compared with healthy subjects (46, 47). The biological functions of YKL-40 in infectious diseases are not clarified. YKL-40 may play a role in inflammatory and tissue remodeling processes or it could have a more direct function in fighting infections. It has been hypothesized that YKL-40 acts as an opsonin with a role in the immune response or as a chitin sensor, switching on innate defenses, helping to direct macrophages to the site of invasion, and to regulate the inflammatory response as a consequence of infection (12). It has recently been shown in interleukin (IL)-6 wild-type and IL-6 knock-out mice that YKL-40 is regulated by IL-6. However, in contrast to C-reactive protein (CRP) that is produced by hepatocytes in response to high circulating levels of IL-6 (48), no YKL-40 mRNA expression was found in the liver of IL-6 wild-type mice after injection with endotoxin. Instead increased YKL-40 mRNA expression was found in blood, lung, and adipose tissue. Injection with endotoxin in IL-6 knock-out mice did not increase YKL-40 mRNA expression in any tissues.9,10
We think that YKL-40 reflects other aspects of inflammation than serum CRP, the most used acute phase protein, although CRP is not produced locally by cells in areas with inflammation. Low correlations (Spearman
, 0.3-0.5) between serum YKL-40 and serum CRP levels are found in patients with rheumatoid arthritis (6, 44, 49), in patients with inflammatory bowel disease (50, 51) and in patients at the time of diagnosis of giant cell arteritis or polymyalgia (52). In patients with bacterial infections, serum YKL-40 peaked before serum CRP, and after treatment with antibiotics, serum YKL-40 reached reference range a few days earlier than serum CRP (46). Multivariate Cox regression analysis (including serum YKL-40, cerebral symptoms, mechanical ventilation, pharmacologic treatment of hypotension, and hemodialysis) showed that high serum YKL-40 in patients at the time of diagnosis of S. pneumoniae septicemia was an independent prognostic marker of short survival (47). In the same patients serum CRP was not a prognostic marker of survival (47). Only 70% of active rheumatoid arthritis patients with elevated serum YKL-40 also had high ESR or serum CRP levels (49). Only 56% of patients with giant cell arteritis and signs of disease relapse (elevations in ESR and serum CRP) also had elevations in serum YKL-40, and serum YKL-40 was not correlated with serum CRP and ESR in these patients during prednisolone treatment (52). Serum CRP was not measured in the present study of AML patients. However, ESR, another acute phase reactant, was determined and not related to serum YKL-40 in the patients with AML.
YKL-40 expression is absent in normal human monocytes but is strongly induced in vitro during the late stages of macrophage differentiation (10, 11) and released from the specific granules of activated neutrophils (23). It is most likely that activated macrophages in the lung are the major source of the observed increase in serum YKL-40 in AML patients at the time of pneumonia during chemotherapy because the patients were leucopenic. Serial analysis of gene expression has shown 288-fold increased YKL-40 transcripts in monocytes stimulated with granulocyte-macrophage colonystimulating factor, 182-fold in macrophage colony-stimulating factorstimulated monocytes and 31-fold increased YKL-40 transcripts in the lipopolysaccharide-stimulated monocytes (53, 54). In vivo, YKL-40 mRNA and protein are expressed by a subpopulation of macrophages in different tissues, such as inflamed synovial membranes from patients with rheumatoid arthritis (24), atherosclerotic plaques (55), arteritic vessels from patients with giant cell arteritis (52), sarcoid lesions from patients with pulmonary sarcoidosis (56), and by peritumoral macrophages in biopsies of small cell lung cancer (25). In patients with rheumatoid arthritis, YKL-40 is expressed by the CD16+ monocytes with a dim expression of CD14 (24), a phenotype which can differentiate from classic CD14++ monocytes by maturation in vitro and is a phenotype believed to be a more mature version of monocytes with properties of long-lived tissue macrophages, probably of the proinflammatory type. The blood count of CD14+,CD16+ monocytes is increased in numbers in patients with sepsis, tuberculosis, rheumatoid arthritis, and solid tumors (57). Using flow cytometry or immunohistochemistry, it would be interesting to examine which cells express YKL-40 in AML patients at the time of diagnosis and during infection.
We conclude that high serum YKL-40 is a new independent prognostic biomarker of short survival in patients with AML. Furthermore, high serum YKL-40 may also be a risk factor for developing pneumonia during the first months of chemotherapy. Studies are strongly needed to investigate the function of YKL-40 in AML and bacterial infections.
| Acknowledgments |
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| 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.
7 YKL-40 is also named human cartilage glycoprotein-39 (HC gp-39), 38-kDa heparin binding glycoprotein (Gp38k), Chitinase-3-like-1 protein (CHI3L1), breast-regressing protein 39 kDa (brp-39), and Chondrex. ![]()
9 Manuscript submitted for publication. ![]()
10 A.R. Nielsen et al., unpublished data. ![]()
Received 6/17/05; revised 9/21/05; accepted 9/27/05.
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