Preliminary reports suggested a prognostic significance for serum levels of soluble CD30 (sCD30) in patients with Hodgkin's disease (HD). In this study, we investigated the prognostic impact of sCD30 concentration at diagnosis in relation to the other recognized prognostic parameters in 303 patients with HD observed in three different institutions between 1984 and 1996. sCD30 levels were correlated with stage, presence of B symptoms, and tumor burden. High sCD30 levels entailed a higher risk of poor outcome, and the event-free survival (EFS) probability at 5 years for patients with sCD30 levels ≥100 and less than 100 U/mL was 59.9% (95% confidence interval [CI], 40.6% to 65.9%) and 87.5% (95% CI, 81.5% to 91.6%), respectively (P < .001). On the basis of the results of univariate analysis of 14 pretreatment characteristics, we included five prognostic factors (high sCD30 serum level, stage III-IV, B symptoms, low hemoglobin level, and age ≥50 years) into a multivariate model. High sCD30 and advanced stage were independently associated with an unfavorable prognosis. Their combined evaluation identified patients at high risk (stages III and IV and sCD30 ≥100 U/mL: EFS, 46.9%) and low risk (stages I and II with sCD30 <100 U/mL: EFS, 88.7%) of treatment failure (P < .001). We conclude that the combined evaluation of sCD30 serum level and stage at presentation identifies patients with HD at high risk of an unfavorable outcome.

THE PROGRESS MADE in the treatment of Hodgkin's disease (HD) during the last 20 years offers the chance to cure the majority of patients affected by this disease.1,2However, with current upfront therapeutic strategies, 20% to 40% of patients either fail to reach a complete remission or subsequently relapse.1-4 A proportion of these patients can still be cured using salvage regimens, which have recently included intensified protocols with or without autologous stem-cell support.5However, the cumulative toxicity of therapy can induce a variety of long-term adverse effects that eventually affect the quality of life and life expectancy in a consistent proportion of patients.6-8 The availability of reliable indices capable of identifying patients on the basis of their prognostic risk would help to optimize the intensity of treatment, thus avoiding overtreatment of good-risk and undertreatment of high-risk patients.

A number of disease-related and patient-related features have been investigated to assess their possible prognostic relevance.2,9-13 Although some of these features have been recognized and used in therapeutic decision-making,10-13their role in predicting the individual outcome within patient subgroups is still unsatisfactory.

In a previous report, we demonstrated that the circulating level at presentation of the soluble form of the CD30 molecule (sCD30) in HD represents an independent prognostic factor associated with reduced disease-free survival.14 The rationale for investigating sCD30 in HD derived from the knowledge that this molecule is likely to play a pathogenetic role in this disease. In fact, CD30 is a 120-kD surface molecule, functioning as a transmembrane cytokine receptor, that belongs to the tumor necrosis factor (TNF)/nerve growth factor (NGF) receptor family,15,16 which is consistently expressed by Hodgkin's and Reed-Sternberg (H-RS) cells.17 The interaction between CD30 and its ligand (CD30L) is involved in the growth regulation of HD-derived cell lines.18 sCD30 is an 88-kD molecule released by CD30+ cells in vitro and in vivo.18,19 Its serum concentration increases in different pathologic conditions, including HD, as the result of the release by neoplastic or reactive cells expressing CD30.19-26 In this study, we investigated the prognostic significance of the serum level of sCD30 at diagnosis, in relation to other features of possible prognostic relevance, in a large series of patients with HD observed in three different institutions.

Patients.

A total of 303 patients with HD were included in this study on the sole basis of availability of serum sample collected at diagnosis. Informed consent was obtained from all patients. Patients were observed between November 1984 and April 1996 at three different institutions in Italy: the Department of Hematology, University of Verona (147 patients); the Department of Medical Oncology, Istituto Nazionale per lo Studio e la Cura dei Tumori, Milano (89 patients); and the Department of Hematology, S. Giovanni Rotondo (67 patients). The mean and median follow-up times, calculated from diagnosis, were 55 and 48 months (range, 6 to 169), respectively. One hundred fifty-one patients were males and 152 females, aged 6 to 78 years (median age, 28 years). The diagnosis was based on histologic findings supported by immunohistochemical analysis in the large majority of cases. A well-established panel of antibodies was used, including reagents specific for CD30, CD15, and CD20. A nodular sclerosis (NS) subtype was found in 210 patients, mixed cellularity (MC) in 53, lymphocyte predominance (LP) in 21, and lymphocyte depletion (LD) in six. In the remaining 13 patients, a confident classification of the histologic subtype could not be ascertained.

Among cases classified as LP or LD, immunohistologic analysis was available in 15 of 21 and five of six, respectively. In LP, the classic immunophenotypic pattern of atypical cells (L&H) was documented, including the absence of CD30 on paraffin preparations and its faint expression on cryostat sections, the absence of CD15, and the expression of B-cell–associated antigens, in the presence of a consistent number of CD57+ lymphocytes surrounding L&H cells.27 In cases defined as LD, immunohistologic analysis documented the expression of CD30 and CD15 and the absence of expression of EMA, as well as of B-cell– and T-cell–associated antigens by H-RS cells. Thus, a diagnosis of CD30+ anaplastic large-cell lymphoma (ALCL) was ruled out in these cases on the basis of morphology and immunohistologic phenotype.

Staging and treatment.

Depending on the results of staging procedures, patients were classified according to the Cotswold's meeting criteria28as follows: stage I = 39, stage II = 163, stage III = 55, stage IV = 46, stage B = 136, and stage A = 167 patients. Eighty-five patients had bulky disease, defined as a mediastinal mass exceeding one third of the thoracic diameter measured at the D5-D6 level, and/or as an extramediastinal mass greater than 10 cm. Stages were defined as unfavorable in the presence of extranodal extent, bulky disease, more than three involved sites, and/or pulmonary hilus adenopathies. Blood and serum levels of hemoglobin and lactic acid dehydrogenase (LDH) were available for all 303 patients. Erythrocyte sedimentation rate (ESR), albumin, and fibrinogen were available in 214.

Treatment was stage-directed29,30 and was based on radiotherapy (RT) alone or vinblastine, bleomycin, and methotrexate (VBM)31 or ABVD32 chemotherapy combined with RT for patients with limited disease (stages I to IIA and IIIA without risk factors) and on chemotherapy (ABVD, MOPP/ABVD, VEBEP, or MOPP/EBV/CAD),33-36 with or without involved-field RT in advanced stages (IIIB, IVA, or IVB) or in the presence of risk factors (IIB, IIE, IIA bulky, and IIIA unfavorable).

Patient outcome.

All patients were considered assessable for treatment outcome, since those who received fewer than four cycles of chemotherapy or an incomplete course of RT were not included in this study.

Complete response (CR) was defined as the complete disappearance of all abnormalities (clinical, physical, radiologic, and biochemical) attributable to HD. Partial response (PR) was defined as a reduction of at least 50% for at least 4 weeks in the sum of the products of the perpendicular diameters of all measurable masses with no new lesions appearing and no progression at the original sites of disease. Progression was defined as an increase of any measured lesion or the appearance of new lesions. Follow-up reports were required every 3 months for the first year after treatment and every 6 months thereafter. Failure to achieve a CR, or disease progression, or the occurrence of a relapse after CR, were considered as events.

Among 303 patients, 287 (94.7%) obtained a CR and 16 either failed to reach a CR or progressed during treatment (five initial and 11 advanced stages, three A and 13 B, five bulky). Thirty-nine (13.5%) of 287 patients relapsed after achievement of a CR.

Thirty-three of 303 patients received only RT. The event rate among these patients was 21.2% (seven of 33), similar to that observed in patients treated with chemotherapy alone or combined modality therapy (49 of 270; 18.15%). At the end of the study, 20 patients had died: 18 as a direct consequence of disease and two of causes related to treatment toxicity. None of the patients died before the assessment of response to treatment.

sCD30 assay.

sCD30 levels were determined in serum samples stored at −70°C by a sandwich enzyme-linked immunosorbent assay (CD30 [Ki-1 antigen] ELISA; DAKO, Glostrup, Denmark), based on the use of two monoclonal antibodies reacting with two different epitopes on the 88-kD soluble form of the CD30 molecule, as previously described.37 Sera from 113 blood donors (79 males and 34 females; median age, 30 years) served as normal controls.

Statistical analysis.

As sCD30 values were not normally distributed, results are reported both as the mean (±SEM) and median (range) sCD30 serum levels. Median levels for different groups of patients were compared using the nonparametric Mann-Whitney U and Kruskal-Wallis tests as appropriate. The cut-off point for sCD30 serum level (100 U/mL) was chosen as the dividing point based on the maximum ratio of the estimated hazard for the groups. Cox's proportional hazards model was used for univariate and multivariate analysis. The variates fibrinogen, ESR, and LDH were coded as the ratio above the normal value for each participating center. Hemoglobin and albumin were considered as continuous variables, being normal values comparable among the three centers. sCD30 was also evaluated as a continuous variable in the Cox model. Missing data were dealt with by excluding from particular analyses those patients without data on the required variables. Actuarial event-free survival (EFS) curves were constructed by the Kaplan-Meier method and differences were analyzed by the log-rank test. Statistical significance obtained by repeated log-rank testing of subgroups of patients was adjusted by Bonferroni's correction.38 EFS was defined as the interval between diagnosis and the achievement either of a PR or the occurrence of disease relapse after CR. For patients who experienced disease progression under treatment, an EFS time of 0 was assigned. All variables found to have a P value ≤.05 were considered to be statistically significant.

Correlations with clinical features.

Serum levels of sCD30 in samples collected at diagnosis before treatment are listed in Table 1. Increased levels (>20 U/mL) were observed in 237 of 303 patients (78.2%). The median value (45 U/mL; range, 1 to 815) was significantly higher as compared with controls (P < .001).

Table 1.

Serum Levels of sCD30 in HD at Diagnosis According to Presentation Features

Feature No. of PatientssCD30 U/mL P*
Mean ± SEMMedian Range
Controls  113  5.3 ± 0.53  0-20  
All cases  303  94 ± 7  45 1-815  <.001  
Males  151  94 ± 11  43 2-815  
Females  152  91 ± 9  47 1-612  .668  
Age ≥50 yr  51  135 ± 23  68 4-815  
Age <50 yr  252  86 ± 7  43 1-712  .01  
Stage I-II  202  69 ± 7  37 1-609  
Stage III-IV  101  145 ± 16  93 2-815  <.001  
Stage A  167  62 ± 7  33 2-609  
Stage B  136  133 ± 13  66 1-815  <.001  
Bulky  85  135 ± 15  77 2-666  
Nonbulky  218  78 ± 8  37 1-815  <.001  
NS  210  92 ± 8  44  1-712 
MC  53  105 ± 19  64  6-815  .028  
LP  21 55 ± 14  35  6-277  
LD  6  309 ± 102  297 29-666   
Feature No. of PatientssCD30 U/mL P*
Mean ± SEMMedian Range
Controls  113  5.3 ± 0.53  0-20  
All cases  303  94 ± 7  45 1-815  <.001  
Males  151  94 ± 11  43 2-815  
Females  152  91 ± 9  47 1-612  .668  
Age ≥50 yr  51  135 ± 23  68 4-815  
Age <50 yr  252  86 ± 7  43 1-712  .01  
Stage I-II  202  69 ± 7  37 1-609  
Stage III-IV  101  145 ± 16  93 2-815  <.001  
Stage A  167  62 ± 7  33 2-609  
Stage B  136  133 ± 13  66 1-815  <.001  
Bulky  85  135 ± 15  77 2-666  
Nonbulky  218  78 ± 8  37 1-815  <.001  
NS  210  92 ± 8  44  1-712 
MC  53  105 ± 19  64  6-815  .028  
LP  21 55 ± 14  35  6-277  
LD  6  309 ± 102  297 29-666   

*P value refers to Mann-Whitney U and Kruskal-Wallis tests.

No differences were found between male and female patients (43 and 47 U/mL, respectively; P = .66). Age ≥50 years was associated with higher sCD30 serum levels (43 v 68 U/mL in patients < or >50 years, respectively; P = .01). Patients with advanced disease (stages III and IV) had higher sCD30 levels compared with those with more limited disease (stages I and II) (93 v 37 U/mL, respectively; P ≤ .001). In addition, patients with B symptoms had higher values compared with those with stage A (66 and 33 U/mL, respectively; P < .001). Higher sCD30 levels were detected in patients with bulky disease (n = 85) as compared with patients without bulky mass (77 v 37 U/mL;P < .001). The analysis of variance performed to compare sCD30 median levels in LP, MC, NS, and LD subtypes showed a significant difference (P = .028), with the highest value being detected in six patients with LD subtype.

Relationship between sCD30 values at diagnosis and outcome.

sCD30 values ≥100 U/mL entailed a higher risk of poor outcome, since either failure to reach a CR or a subsequent relapse occurred more frequently in patients with sCD30 values ≥100 U/mL (32 of 78; 41%) than in those with values less than 100 U/mL (23 of 225; 10.2%). The difference between the EFS curves of patients with sCD30 level at diagnosis above and below 100 U/mL was highly significant (P < .001), with a 5-year EFS probability of 59.9% (95% confidence interval [CI], 40.6% to 65.9%) and 87.5% (95% CI, 81.5% to 91.6%), respectively (Fig 1).

Fig. 1.

EFS probability of 303 patients with HD according to sCD30 serum levels at diagnosis. Tick marks indicate last follow-up. Vertical bars indicate 95% CI.

Fig. 1.

EFS probability of 303 patients with HD according to sCD30 serum levels at diagnosis. Tick marks indicate last follow-up. Vertical bars indicate 95% CI.

Close modal

Fourteen prognostic parameters, including treatment by each one of the participating centers (center 1, 2, or 3), age (<50 v ≥50 years), gender, stage (I and II v III and IV), A versus B symptoms, bulky versus nonbulky presentation, ESR (ratio), albumin (continuous), LDH (ratio), hemoglobin (continuous), fibrinogen (ratio), and sCD30 serum level (continuous), were considered in the univariate analysis by Cox's regression. As reported in Table2, sCD30 serum level, advanced stage, presence of B symptoms, and age ≥50 years at presentation were found to be associated with a significantly higher risk of poor outcome. These four variables were then included in the final Cox regression model for multivariate analysis (Table 3).The variable hemoglobin was also included in this model, because of its borderline statistical significance (hazards ratio, 0.99;P = .064). Only sCD30 serum level and advanced-stage disease retained independent prognostic significance. We therefore combined the sCD30 serum level as a dichotomous variable (<100 U/mL and ≥100 U/mL) with the extension of disease (stage I and II and III and IV) to maximize their prognostic impact on outcome and to obtain a combined prognostic index (Table 4). Figure2 illustrates the Kaplan-Meier plot of EFS according to the combination of the two major prognostic factors. The 5-year EFS was 88.7% (95% CI, 82% to 93%) (stages I and II and sCD30 <100 U/mL: group 1), 83.1% (95% CI, 67% to 92%) (stages III and IV and sCD30 <100 U/mL: group 2), 72.5% (95% CI, 52% to 85%) (stages I and II and sCD30 ≥100 U/mL: group 3), and 50.5% (95% CI, 35% to 64%) (stages III and IV and sCD30 ≥100 U/mL: group 4). The overall P value among the four groups of patients was less than .001. In particular, for group 1 versus group 2, P = not significant; group 2 versus group 3, P = not significant; group 1 versus group 3, P = .04; and group 3 versus group 4,P = .05 (Table 4).

Table 2.

Univariate Analysis for Event Occurrence (failure to achieve CR or relapse) by Cox's Proportional Hazards Regression Model

Variates Hazards Ratio 95% CI P
sCD30 (U/mL)  1.003  1.002-1.004  <.001  
Center  
 1  
 2  1.18  0.62-2.25  .599  
 3  0.63  0.32-1.24 .187  
Gender  
 Male  1  
 Female  0.76 0.45-1.30  .316  
Age (yr)  
 <50  1  
 ≥50 2.26  1.25-4.1  .007  
Histology  
 NS  1  
 LP 0.72  0.22-2.34  .587  
 MC  1.23  0.64-2.35 .538  
 LD  2.09  0.50-8.67  .311  
 ND  0.47 0.06-3.43  .457  
Stage  
 I-II  1  
 III-IV  2.92 1.71-4.98  <.001  
 A  1  
 B  2.06  1.20-3.54 .008  
Nonbulky  1  
Bulky  1.07  0.59-1.93  .830 
ESR  
 Ratio ≤1  1  
 Ratio >1  0.99  0.51-1.90 .974  
Albumin (g/dL)  0.72  0.40-1.28  .268  
LDH 
 Ratio ≤1  1  
 Ratio >1  1.04  0.57-1.88  .894 
Hemoglobin (g/dL)  0.99  0.98-1.00  .064  
Fibrinogen 
 Ratio ≤1  1  
 Ratio >1  1.94  0.85-4.42 .117 
Variates Hazards Ratio 95% CI P
sCD30 (U/mL)  1.003  1.002-1.004  <.001  
Center  
 1  
 2  1.18  0.62-2.25  .599  
 3  0.63  0.32-1.24 .187  
Gender  
 Male  1  
 Female  0.76 0.45-1.30  .316  
Age (yr)  
 <50  1  
 ≥50 2.26  1.25-4.1  .007  
Histology  
 NS  1  
 LP 0.72  0.22-2.34  .587  
 MC  1.23  0.64-2.35 .538  
 LD  2.09  0.50-8.67  .311  
 ND  0.47 0.06-3.43  .457  
Stage  
 I-II  1  
 III-IV  2.92 1.71-4.98  <.001  
 A  1  
 B  2.06  1.20-3.54 .008  
Nonbulky  1  
Bulky  1.07  0.59-1.93  .830 
ESR  
 Ratio ≤1  1  
 Ratio >1  0.99  0.51-1.90 .974  
Albumin (g/dL)  0.72  0.40-1.28  .268  
LDH 
 Ratio ≤1  1  
 Ratio >1  1.04  0.57-1.88  .894 
Hemoglobin (g/dL)  0.99  0.98-1.00  .064  
Fibrinogen 
 Ratio ≤1  1  
 Ratio >1  1.94  0.85-4.42 .117 
Table 3.

Multivariate Analysis for Event Occurrence (failure to achieve CR or relapse) by Cox's Proportional Hazards Regression Model

VariatesHazards Ratio 95% CI P
sCD30 (U/mL)  1.002 1.001-1.004  .003  
Stages III-IV  1.931  0.999-3.733 .050  
Age ≥50 yr  1.553  0.796-3.032  .197 
Hemoglobin (g/dL)  0.997  0.991-1.003  .371  
B symptoms 1.154  0.582-2.285  .682 
VariatesHazards Ratio 95% CI P
sCD30 (U/mL)  1.002 1.001-1.004  .003  
Stages III-IV  1.931  0.999-3.733 .050  
Age ≥50 yr  1.553  0.796-3.032  .197 
Hemoglobin (g/dL)  0.997  0.991-1.003  .371  
B symptoms 1.154  0.582-2.285  .682 
Table 4.

Estimation of EFS of 303 Patients With HD According to Cumulative Effect of sCD30 Serum Level and Stage of Disease Assessed at Diagnosis

sCD30 (U/mL) Stages 5-Yr EFS (%) 95% CI
<100 I-II  88.7  82-93  
<100  III-IV  83.1 66.8-91.8  
≥100  I-II  72.5  52-85.4  
≥100 III-IV  50.5  35-64.1 
sCD30 (U/mL) Stages 5-Yr EFS (%) 95% CI
<100 I-II  88.7  82-93  
<100  III-IV  83.1 66.8-91.8  
≥100  I-II  72.5  52-85.4  
≥100 III-IV  50.5  35-64.1 
Fig. 2.

EFS probability of 303 patients with HD according to sCD30 serum levels and stage at diagnosis. 1, sCD30 <100 U/mL and stages I-II; 2, sCD30 <100 U/mL and stages III-IV; 3, sCD30 ≥100 U/mL and stages I-II; and 4, sCD30 ≥100 U/mL and stages III-IV. 1v 2, P = not significant; 2 v 3, P= not significant; 1 v 3, P = .04; 3 v 4,P = .05. Tick marks indicate last follow-up.

Fig. 2.

EFS probability of 303 patients with HD according to sCD30 serum levels and stage at diagnosis. 1, sCD30 <100 U/mL and stages I-II; 2, sCD30 <100 U/mL and stages III-IV; 3, sCD30 ≥100 U/mL and stages I-II; and 4, sCD30 ≥100 U/mL and stages III-IV. 1v 2, P = not significant; 2 v 3, P= not significant; 1 v 3, P = .04; 3 v 4,P = .05. Tick marks indicate last follow-up.

Close modal

Current treatment strategies are able to cure the majority of patients with HD.1,2,29,30,34 However, between 20% and 40% of patients with newly diagnosed HD either fail to respond completely to induction therapy, with subsequent disease progression, or relapse after an initial CR. A proportion of these patients, poor responders to standard treatment, can be subsequently rescued by high-dose therapy associated with autologous hematopoietic progenitor-cell transplantation,5 which raises the question of the role of such an intensive approach as upfront treatment for high-risk patients. Unfortunately, the search for adverse prognostic features at presentation, which are capable of identifying high-risk patients eligible for more intensive treatment, has so far been largely unsatisfactory.9-13,39 40 

Our previous observation suggesting that sCD30 evaluation in patients with HD at diagnosis has prognostic significance14 led us to investigate this issue further in a larger series of patients, treated at three Italian centers during the last 12 years. Although patients were submitted to different regimens, the treatment programs shared a common stage-directed strategy. Patients with localized disease (stages I and II) were treated with RT ± chemotherapy, depending on the presence of risk factors. Patients with advanced disease experienced slightly different induction chemotherapy regimes (ABVD, MOPP/ABVD, VEBEP, or MOPP/EBV/CAD), with or without consolidation RT, according to the protocol in use in each center during the 12 years of the study. However, in terms of EFS, which is the outcome variable evaluated in this study, no significant difference among groups of patients treated at different centers could be demonstrated (Table 2). In addition, the event rate among patients with localized disease treated with RT alone (seven of 33; 21.2%) was similar to that observed in patients treated with chemotherapy alone or combined modality therapy (49 of 270; 18.15%). Therefore, we assumed treatment modality to be a nonprognostic variable in our cases.

sCD30 levels were increased in the vast majority of patients (78%) and correlated with disease stage, presence of B symptoms, and tumor burden. In addition, higher sCD30 levels were detected in patients with LD histology as compared with the other histologic subtypes. These correlations, which cannot be merely explained on the basis of the number of H-RS cells, as previously reported,14 suggest that serum sCD30 in HD reflects the functional behavior of the neoplastic cells (ie, H-RS) and their relationship with the heterogeneous microenvironment and the complex network of cytokines observed in HD.18 

Since the final goal of our study was to assess the specific role of sCD30 in identifying high-risk patients, we have evaluated its prognostic significance in terms of EFS in comparison to 13 other presentation features that have been previously reported to hold prognostic significance. At univariate analysis, advanced stage, presence of B symptoms, age ≥50 years, and sCD30 serum level (as a continuous variable) were all associated with a significant high risk of treatment failure (Table 2). sCD30 serum level ≥100 U/mL at diagnosis was confirmed to have a strong adverse prognostic significance as a single factor, as shown by the difference between the EFS curves of patients with sCD30 levels less than 100 U/mL and ≥100 U/mL (Fig 1).

None of the other variables included in the model was significant. Hemoglobin level (evaluated as a continuous variable) showed borderline significance (P = .064), whereas in previous studies, hemoglobin/hematocrit was identified as a prognostic factor that maintained its significance when included in a multivariate analysis.9,39 The adverse effect on outcome of advanced age at diagnosis has been reported in different studies.9,39 40In our series, the risk of treatment failure increased significantly for patients ≥50 years of age (hazards ratio, 2.26;P = .007), whereas it was only of borderline significance when we considered a cut-off of 45 years (hazards ratio, 1.69;P = .072). One of the possible explanations for the adverse role of advanced age on outcome is the reduction of treatment intensity, probably related to impaired performance status. In our study, we could not address this issue, since reliable information on performance status at diagnosis and actual dose of drug delivered was available only for a minority of patients.

The extent of mediastinal disease has also been reported to be a prognostic factor.9,11 41 Although in our study this parameter was not evaluated separately, it was included in the definition of bulky disease and the presence of high tumor burden did not correlate with a higher risk of treatment failure. This could be related to the fact that patients with localized bulky disease were treated with combined modality therapy, which could have hampered the adverse prognostic effect of tumor burden.

On the basis of the results of the univariate analysis, we included in the final multivariate analysis the four factors with a statistical significance, plus hemoglobin, which had a borderline significantP value. Only sCD30 serum level (continuous) and advanced stage retained an independent prognostic significance in identifying high-risk patients (Table 3). The combined evaluation of sCD30 and stage at presentation clearly showed that patients with both adverse prognostic factors, ie, stages III and IV and sCD30 ≥100 U/mL, had an expected EFS at 5 years significantly lower than those with stages I and II and sCD30 less than 100 U/mL. These results are striking if compared with other large cooperative lymphoma studies aimed at detecting possible prognostic factors by including multiple variables and different types of score or numerical indices.13,40 42In particular, from the combined evaluation of sCD30 and stage at presentation, it is possible to identify patients with a very high and very low risk of treatment failure with standard therapy. This seems to fulfil the requirements of any prognostic modeling, which should provide a reliable and simple guideline to predict patients' outcome.

A more accurate definition of risk of treatment failure in patients with HD at presentation would help to tailor treatment strategies further in individual cases. This could possibly allow the reduction of initial treatment intensity in low-risk patients, thus reducing early and late treatment-related morbidity and the incidence of long term secondary effects. On the other hand, the reliable identification of high-risk patients could possibly improve their cure rate using more intensive upfront treatment, which has already produced promising results in relapsed HD.

The prognostic usefulness in HD of the combined evaluation of sCD30 and clinical stage emerged from our study now has to be validated in large prospective clinical trials.

The authors thank Professor V. Diehl and Dr D. Hasenclever for helpful discussion. The excellent technical assistance provided by Lorella Morosato and Rosella Matera is also gratefully acknowledged.

Supported by grants from Associazione Italiana per la Ricerca sul Cancro (AIRC, Milano) and from the Italian National Research Council, Special Project “Clinical Application of Oncological Research.”

Address reprint requests to Giovanni Pizzolo, MD, Cattedra di Ematologia, Policlinico Borgo Roma, 37134 Verona, Italy.

The publication costs of this article were defrayed in part by page charge payment. This article must therefore be hereby marked "advertisement" is accordance with 18 U.S.C. section 1734 solely to indicate this fact.

1
Straus
 
DJ
Treatment of Hodgkin's disease: The role of radio- and/or chemotherapy in advanced stages.
Bailliere's Clin Haematol
9
1997
553
2
Canellos
 
GP
Anderson
 
JR
Propert
 
KJ
Nissen
 
N
Cooper
 
MR
Henderson
 
ES
Green
 
MR
Gottlieb
 
A
Paterson
 
BA
Chemotherapy of advanced Hodgkin's disease with MOPP, ABVD, or MOPP alternating with ABVD.
N Engl J Med
327
1992
1478
3
Bartlett
 
NL
Rosenberg
 
SA
Hoppe
 
RT
Hancock
 
SL
Horning
 
SJ
Brief chemotherapy, Stanford V, and adjuvant radiotherapy for bulky or advanced stage Hodgkin's disease: A preliminary report.
J Clin Oncol
13
1995
1080
4
Gause
 
BL
Longo
 
DL
Treatment of relapsed Hodgkin's disease.
Bailliere's Clin Haematol
9
1997
559
5
Horning
 
J
Chao
 
NJ
Negrin
 
RS
Hoppe
 
RT
Long
 
GD
Wendy
 
WH
Wong
 
RM
Brown
 
BW
Blume
 
KJ
High-dose therapy and autologous hematopoietic progenitor cell transplantation for recurrent or refractory Hodgkin's disease: Analysis of the Stanford University results and prognostic indices.
Blood
3
1997
801
6
Abrahamsen
 
JF
Andersen
 
A
Hannisdal
 
E
Nome
 
O
Abrahamsen
 
AF
Kvaloy
 
S
Host
 
H
Second malignancies after treatment of Hodgkin's disease: The influence of treatment, follow-up time and age.
J Clin Oncol
11
1993
255
7
Henry-Amar
 
M
Treatment sequelae and quality of life.
Bailliere's Clin Haematol
9
1997
559
8
van Tulder
 
MW
Aaronson
 
NK
Bruning
 
PF
The quality of life of long term survivors of Hodgkin's disease.
Ann Oncol
5
1994
153
9
Straus
 
DJ
Gaynor
 
JJ
Myers
 
J
Merke
 
DP
Caravelli
 
J
Chapman
 
D
Yahalom
 
J
Clarkson
 
BD
Prognostic factors among 185 adults with newly diagnosed advanced Hodgkin's disease treated with alternating potentially noncross-resistant chemotherapy and intermediate-dose radiation therapy.
J Clin Oncol
8
1990
1173
10
Somers
 
R
Carde
 
P
Henry-Amar
 
M
Tarayre
 
M
Thomas
 
J
Hagenbee
 
KA
Monconduit
 
M
de Pauw
 
BE
Breed
 
WPM
Verdonk
 
L
Burgers
 
JMV
Eghbali
 
H
Zittoun
 
R
A randomized study in stage IIIB and IV Hodgkin's disease comparing eight courses of MOPP versus an alternation of MOPP with ABVD: A European Organization for Research and Treatment of Cancer Lymphoma Cooperative Group and Groupe Pierre-et-Marie-Curie controlled clinical trial.
J Clin Oncol
12
1994
279
11
Colonna
 
P
Jais
 
JP
Desablens
 
B
Harousseau
 
JL
Brière
 
J
Boasson
 
M
Lemevel
 
A
Casassus
 
P
La Prisé
 
PY
Guilhot
 
F
Ghandour
 
C
Lejeune
 
F
Andrieu
 
JM
Mediastinal tumor size and response to chemotherapy are the only prognostic factors in supradiaphragmatic Hodgkin's disease treated by ABVD plus radiotherapy: Ten-year results of the Paris-Ouest-France 81/12 trial, including 262 patients.
J Clin Oncol
14
1996
1928
12
Anderson
 
H
Jenkins
 
JPR
Brigg
 
DJ
The prognostic significance of mediastinal bulk in patients with stage IA-IVB Hodgkin's disease: A report from the Manchester Lymphoma Group.
Clin Radiol
36
1985
449
13
(suppl 1, abstr)
Hasenclever
 
D
Diehl
 
V
A numerical index to predict tumor control in advanced Hodgkin's disease.
Blood
88
1996
673a
14
Nadali
 
G
Vinante
 
F
Ambrosetti
 
A
Todeschini
 
G
Veneri
 
D
Zanotti
 
R
Meneghini
 
V
Ricetti
 
MM
Benedetti
 
F
Vassanelli
 
A
Perona
 
G
Chilosi
 
M
Menestrina
 
F
Fiacchini
 
M
Stein
 
H
Pizzolo
 
G
Serum levels of soluble CD30 are elevated in the majority of untreated patients with Hodgkin's disease and correlate with clinical features and prognosis.
J Clin Oncol
12
1994
793
15
Durkop
 
H
Latza
 
U
Hummel
 
M
Molecular cloning and expression of a new member of the nerve growth factor receptor family that is characteristic for Hodgkin's disease.
Cell
68
1992
421
16
Smith
 
C
David
 
T
Anderson
 
D
Solam
 
L
Beckmann
 
MP
Jerzy
 
R
Dower
 
SK
Cosman
 
D
Goodwin
 
RG
A receptor for tumor necrosis factor defines an unusual family of cellular and viral proteins.
Science
248
1990
1019
17
Schwab
 
U
Stein
 
H
Gerdes
 
J
Production of a monoclonal antibody specific for Hodgkin's and Sternberg-Reed cells of Hodgkin's disease and a subset of normal lymphoid cells.
Nature
299
1982
65
18
Gruss
 
HJ
Pinto
 
A
Duyster
 
J
Poppema
 
S
Herrmann
 
F
Hodgkin's disease: A tumor with disturbed immunological pathways.
Immunol Today
18
1997
156
19
Josimovic-Alasevic
 
O
Dürkop
 
H
Schwarting
 
R
Backe
 
E
Stein
 
H
Diamantstein
 
T
Ki-1 (CD30) antigen is released by Ki-1 positive tumor cells in vitro and in vivo. Partial characterization of soluble Ki-1 antigen and detection of the antigen in cell culture supernatants and in serum by an enzyme-linked immunosorbent assay.
Eur J Immunol
19
1989
157
20
Dallenbach F, Josimovic-Alasevic O, Durkop H: Soluble CD30 antigen in the sera of patients with adult T-cell lymphoma/leukaemia (ATL): A marker for disease activity, in Knapp W, Dorken B, Gilks WR, Rieber EP, Schmidt RE, Stein H, von dem Borne AEGKr (eds): Leucocyte Typing IV: White Cell Differentiation Antigens. Oxford, UK, Oxford University Press, 1989, p 426
21
Pizzolo
 
G
Vinante
 
F
Chilosi
 
M
Dallenbach
 
F
Josimovic-Alasevic
 
O
Diamantstein
 
T
Stein
 
H
Serum levels of soluble CD30 molecule (Ki-1 antigen) in Hodgkin's disease: Relationship with disease activity and clinical stage.
Br J Haematol
75
1990
282
22
Pizzolo
 
G
Stein
 
H
Josimovic-Alasevic
 
O
Vinante
 
F
Zanotti
 
R
Chilosi
 
M
Feller
 
AC
Diamantstein
 
T
Increased serum levels of soluble IL-2 receptor, CD30, and CD8 molecules, and gamma interferon in angioimmunoblastic lymphadenopathy. Possible pathogenetic role of immunoactivation mechanisms.
Br J Haematol
75
1990
485
23
Gause
 
A
Pohl
 
C
Tschiersch
 
A
Da Costa
 
L
Jung
 
W
Diehl
 
V
Hasenclever
 
D
Pfreundschuh
 
M
Clinical significance of soluble CD30 antigen in the sera of patients with untreated Hodgkin's disease.
Blood
77
1991
1983
24
Pizzolo
 
G
Romagnani
 
S
CD30 molecule (Ki-1 Ag): More than just a marker of CD30+ lymphoma.
Haematologica
80
1995
357
25
Del Prete
 
G
Maggi
 
E
Pizzolo
 
G
Romagnani
 
S
CD30, Th2 cytokines and HIV infection: A complex and fascinating link.
Immunol Today
16
1995
76
26
Falini
 
B
Pileri
 
S
Pizzolo
 
G
Durkop
 
H
Flenghi
 
L
Stirpe
 
F
Martelli
 
MF
Stein
 
H
CD30 (Ki-1) molecule: A new cytokine receptor of the tumor necrosis factor receptor superfamily as a tool for diagnosis and immunotherapy.
Blood
85
1995
1
27
Harris
 
NL
Jaffe
 
ES
Stein
 
H
Banks
 
PM
Chan
 
JK
Cleary
 
ML
Delsol
 
G
De Wolf-Peeters
 
C
Falini
 
B
Gatter
 
KC
Grogan
 
TM
Isaacson
 
PG
Knowles
 
DM
Mason
 
DY
Muller-Hermelink
 
HK
Pileri
 
SA
Piris
 
MA
Ralfkiaer
 
E
Warnke
 
RA
A revised European-American classification of lymphoid neoplasms: A proposal from the International Lymphoma Study Group.
Blood
84
1994
1361
28
Lister
 
TA
Crowther
 
D
Sutcliffe
 
SB
Glatstein
 
E
Canellos
 
GP
Young
 
RC
Rosenberg
 
SA
Coltman
 
CA
Tubiana
 
M
Report of a committee convened to discuss the evaluation and staging of patients with Hodgkin's disease: Cotswolds meeting.
J Clin Oncol
7
1989
1630
29
Hoppe
 
RT
Radiation therapy in the management of Hodgkin's disease.
Semin Oncol
17
1990
704
30
Longo
 
DL
The use of chemotherapy in the treatment of Hodgkin's disease.
Semin Oncol
17
1990
716
31
Gobbi
 
PG
Pierasca
 
C
Frassoldati
 
A
Carotenuto
 
M
Di Renzo
 
N
La Sala
 
A
Bertè
 
R
Avanzini
 
P
Federico
 
M
Silingardi
 
V
Ascari
 
E
Vinblastine, bleomycin, and methotrexate chemotherapy plus extended-field radiotherapy in early, favorably presenting, clinically staged Hodgkin's patients: The Gruppo Italiano per lo Studio dei Linfomi experience.
J Clin Oncol
14
1996
527
32
(abstr)
Bonfante
 
V
Santoro
 
A
Viviani
 
S
ABVD plus radiotherapy (subtotal vs involved field) in early-stage Hodgkin's disease.
Proc Am Soc Clin Oncol
13
1994
1262a
33
Bonadonna
 
G
Zucali
 
R
Monfardini
 
S
De Lena
 
M
Uslenghi
 
C
Combination chemotherapy of Hodgkin's disease with Adriamycin, bleomycin, vinblastine, and imidazole carboxamide versus MOPP.
Cancer
36
1975
252
34
Viviani
 
S
Bonadonna
 
G
Santoro
 
A
Bonfante
 
V
Zanini
 
M
Devizzi
 
L
Soncini
 
F
Valagussa
 
P
Alternating versus hybrid MOPP and ABVD combinations in advanced Hodgkin's disease: Ten-year results.
J Clin Oncol
14
1996
1421
35
(abstr)
Viviani
 
S
Santoro
 
A
Devizzi
 
L
VEBEP plus involved-field RT: Efficacy and feasibility of an intensive regimen for advanced Hodgkin's disease (HD).
Proc Am Soc Clin Oncol
14
1995
1239a
36
Gobbi
 
PG
Pierasca
 
C
Federico
 
M
Di Renzo
 
N
Narni
 
F
Iannitto
 
E
Grignani
 
G
Cavanna
 
L
Avanzini
 
P
Partesotti
 
G
Pitini
 
V
Ascari
 
E
Silingardi
 
V
Mauri
 
C
MOPP/EBV/CAD hybrid chemotherapy with or without limited radiotherapy in advanced or unfavorably presenting Hodgkin's disease: A report from the Italian Lymphoma Study Group.
J Clin Oncol
11
1993
712
37
Pizzolo
 
G
Vinante
 
F
Morosato
 
L
Nadali
 
G
Chilosi
 
M
Gandini
 
G
Sinicco
 
A
Raiteri
 
R
Semenzato
 
G
Stein
 
H
Perona
 
G
High serum level of CD30 molecule in the early phase of HIV-1 infection as an independent predictor of progression to AIDS.
AIDS
8
1994
741
38
Altman DG: Practical Statistics for Medical Research. London, UK, Chapman & Hall, 1992
39
Jaffe
 
NS
Cadman
 
EC
Farber
 
LR
Pretreatment hematocrit as an independent prognostic variable in Hodgkin's disease.
Blood
68
1986
562
40
Proctor
 
SJ
Taylor
 
P
Donnan
 
P
Boys
 
R
Lennard
 
A
Prescott
 
RJ
A numerical index for clinical use in identification of poor-risk patients with Hodgkin's at diagnosis.
Eur J Cancer
27
1991
624
41
Specht
 
L
Nissen
 
NI
Walbom-Jorgensen
 
S
Therapeutic implications of mediastinal involvement in advanced Hodgkin's disease.
Scand J Haematol
35
1985
166
42
International Non-Hodgkin's Lymphoma Prognostic Factors Project
 
A predictive model for aggressive non-Hodgkin's lymphoma.
N Engl J Med
329
1993
987
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