Tumor necrosis factor (TNF) production and non-Hodgkin lymphoma (NHL) outcome was found to be related to the TNF−308polymorphism. To explore whether this could be linked to neighboring polymorphisms, we genotyped the TNF−376,−308,−238,−163, lymphotoxin alpha (LTα)+252, and HLA DRB1 alleles in 204 patients with NHL and 120 controls. TNF−308A was the only allele associated with higher TNF and its p55 and p75 receptors' levels (P = .009, P = .03, andP = .007) and lower complete remission rates (P = .006). Freedom from progression (FFP) and overall survival (OS) were shorter in patients with TNF−308A(P = .009 and P = .02), null HLA DRB1*02 allele (P = .007 and P = .14), or both genetic markers (P = .004 and P = .005). Multivariate analysis incorporating International Prognostic Index (IPI) identified TNF−308A (P < .0001, relative risk [RR] = 1.63; P < .0001, RR = 1.51) and null HLA DRB1*02 alleles (P = .015, RR = 1.18;P < .0001, RR = 1.25) as independent factors for FFP and OS. These results indicate the existence of at least 2 inherited factors involved in NHL outcome.

The tumor necrosis factor (TNF) gene lies within the human leukocyte antigen (HLA) class III region, located 850 kb telomeric to the class II HLA DR loci on chromosome 6p21.3. Several studies showed that individual differences in TNF production could be linked with the 8.1 major histocompatibility complex (MHC) ancestral haplotype, HLA A1-B8-DR3-DQ2-TNF−308A-lymphotoxin alpha (LTα)+252A, overrepresented in several inflammatory and autoimmune diseases.1-15 Other alleles within the TNF promoter, including single nucleotide polymorphisms at the position TNF−376, TNF−238, and TNF−163 could also account for the observed variations in the TNF production and disease outcome.16-18 

In our preliminary study, we showed that the TNF−308A/LTα+252A high-risk haplotype had significant impact on the non-Hodgkin lymphoma (NHL) outcome.19 The close association between these and neighboring “high-risk” alleles made it hard to say whether one or multiple alleles have a role in the biology of disease. To answer this question, we performed genetic analysis comparing the TNF−376,−308,−238,−163, LTα+252, and HLA DRB1 allelic frequencies and distributions among 204 patients with NHL and 120 healthy controls.

Subjects

The study comprised 204 newly diagnosed patients with NHL treated in the Service d'Hematologie, Centre Hospitalier Lyon-Sud, France. The inclusion criteria, initial medical evaluation, TNF and its soluble receptors' plasma levels, and response to therapy assessment are reported elsewhere.19 Therapeutic attitudes were defined according to histologic subtypes and prognostic factors.19 20 Among the 104 patients with diffuse large B-cell lymphoma (DLBCL), 46 received CHOP (cyclophosphamide, doxorubicin, vincristine, prednisone) or CHOP-like regimen, and 58 patients received ACVBP (doxorubicin, cyclophosphamide, vindesine, bleomycin, prednisolone) or ACVBP-like high-dose regimen. All patients were treated according to prospective trials. Characteristics of the patients enrolled in the present study are shown in Table1.

Table 1.

Characteristics of 204 patients with non-Hodgkin lymphoma, including the association of initial plasma levels of tumor necrosis factor and its soluble receptors (p55 and p75) with other prognostic variables in 85 patients who provided samples available for enzyme-linked immunosorbent assay

CharacteristicsNo. and distribution of patients (%)TNFp55p75
  P* 
Sex  ns ns ns 
 Female 113  (55)    
 Male 91  (45)    
Age  ns .02 ns 
 ≤60 years 113  (55)    
 >60 years 91  (45)    
Performance status (ECOG)  .02 .0001 .001  
 <2 157  (77)    
 ≥2 47  (23)    
B symptoms  <.0001 .0001 <.0001  
 Absent 150  (74)    
 Present 54  (26)    
Ann Arbor stage  .01 ns .003  
 I, II 55  (27)    
 III, IV 149  (73)    
Serum LDH  .0008 .004 <.0001  
 ≤1 × normal 108  (53)    
 >1 × normal 96  (47)    
Serum β2-microglobulin  <.0001 <.0001 <.0001  
 ≤3.0 mg/L 122  (63)    
 >3.0 mg/L 73  (37)    
 Unknown    
No of extranodal sites  .01 ns .002  
 <2 118  (58)    
 ≥2 86  (42)    
Serum albumin level  .0002 <.0001 <.0001  
 ≤35 g/L 31  (16)    
 >35 g/L 164  (84)    
 Unknown    
Serum C-reactive protein  .004 .0001 .0008  
 ≤6.0 mg/L 76  (45)    
 >6.0 mg/L 93  (55)    
 Unknown 35    
Hemoglobin  .03 .0001 .001 
 ≤12 g/dL 76  (38)    
 >12 g/dL 125  (62)    
 Unknown    
Bulky tumor (≥10 cm)  .02 .004 .003  
 Absent 136  (67)    
 Present 68  (33)    
Histology     
 Diffuse large B-cell 104  (51) ns .001 .02 
 Follicular 62  (30)    
 Other     
  Lymphocytic/lymphoplasmocytoid 11  (5.5)    
  Marginal zone 6  (3.0)    
  Mantle cell 16  (8.0)    
  Burkitt cell 2  (1.0)    
  Peripheral T-cell lymphoma 3  (1.5)    
International Prognostic Index risk groups  .0004 <.0001 <.0001  
 Low/Intermediate low 112  (55)    
 Intermediate high/high 92  (45)    
CharacteristicsNo. and distribution of patients (%)TNFp55p75
  P* 
Sex  ns ns ns 
 Female 113  (55)    
 Male 91  (45)    
Age  ns .02 ns 
 ≤60 years 113  (55)    
 >60 years 91  (45)    
Performance status (ECOG)  .02 .0001 .001  
 <2 157  (77)    
 ≥2 47  (23)    
B symptoms  <.0001 .0001 <.0001  
 Absent 150  (74)    
 Present 54  (26)    
Ann Arbor stage  .01 ns .003  
 I, II 55  (27)    
 III, IV 149  (73)    
Serum LDH  .0008 .004 <.0001  
 ≤1 × normal 108  (53)    
 >1 × normal 96  (47)    
Serum β2-microglobulin  <.0001 <.0001 <.0001  
 ≤3.0 mg/L 122  (63)    
 >3.0 mg/L 73  (37)    
 Unknown    
No of extranodal sites  .01 ns .002  
 <2 118  (58)    
 ≥2 86  (42)    
Serum albumin level  .0002 <.0001 <.0001  
 ≤35 g/L 31  (16)    
 >35 g/L 164  (84)    
 Unknown    
Serum C-reactive protein  .004 .0001 .0008  
 ≤6.0 mg/L 76  (45)    
 >6.0 mg/L 93  (55)    
 Unknown 35    
Hemoglobin  .03 .0001 .001 
 ≤12 g/dL 76  (38)    
 >12 g/dL 125  (62)    
 Unknown    
Bulky tumor (≥10 cm)  .02 .004 .003  
 Absent 136  (67)    
 Present 68  (33)    
Histology     
 Diffuse large B-cell 104  (51) ns .001 .02 
 Follicular 62  (30)    
 Other     
  Lymphocytic/lymphoplasmocytoid 11  (5.5)    
  Marginal zone 6  (3.0)    
  Mantle cell 16  (8.0)    
  Burkitt cell 2  (1.0)    
  Peripheral T-cell lymphoma 3  (1.5)    
International Prognostic Index risk groups  .0004 <.0001 <.0001  
 Low/Intermediate low 112  (55)    
 Intermediate high/high 92  (45)    
*

The associations of the tumor necrosis factor (TNF) and its soluble receptor plasma levels with other variables were compared by Mann-Whitney U test.

Random, anonymous blood samples from 120 ethnically-matched unrelated healthy controls were obtained from the Etablissement de Français du Sang, Lyon, France.

Genotyping analyses

Genomic DNA from peripherial blood mononuclear cells was extracted using the QIAmp extraction kit (Qiagen, Chatsworth, CA). The TNF promoter fragment spanning nucleotides −675 to −143 was amplified by polymerase chain reaction (PCR) using the primer pair F1(5′TCTCGGTTTCTTCTCCATCG) and R1 (5′GAGTCTCCGGGTCAGAATGA). After heating at 95°C for 2 minutes, PCR reactions were performed for 35 cycles consisting of denaturation (95°C for 30 seconds), annealing (58°C for 30 seconds), and extension (72°C for 45 seconds). The last extension step was prolonged to 7 minutes. A quantity of 10 μL of the PCR-amplified product served as a template for PCR-labeling in 20 μL reaction volume containing 4 μL ABI Prism Big Dye Terminator Cycle Sequencing Ready Reaction Kit and 2 μL recommended buffer (PE Applied Biosystems, Foster City, CA), 15 pM of F1primer, and deionized water. We performed 25 cycles of PCR-labeling DNA template with Big Dye dideoxynucleotides; each cycle consisted of denaturation (96°C for 10 seconds), annealing (50°C for 5 seconds), and extension (60°C for 4 minutes). The PCR-amplified product was analyzed by automated laser sequencer (ABI Prism 310 Genetic Analyzer; PE Applied Biosystems).

The LTα+252 polymorphism was genotyped by the PCR-based restriction fragment length polymorphism.19 A PCR-based reverse blot technology (RELI SSO HLA-DRB Test; Dynal, Oslo, Norway) was used for the HLA DRB genotyping according to the manufacturer's protocol.

Statistical analysis

The associations of the TNF and its soluble receptor plasma levels with other variables were compared by Mann-Whitney Utest. Allele frequencies and their associations with other variables were compared using the χ2 test (with Yates correction when a cell frequency was < 20) unless any expected frequency was less than 5 when the Fisher exact test was used. The deviation of an observed homozygosity rate from the Hardy-Weinberg expectations was tested by the 2-tailed Z-test for a single proportion.

The freedom from progression (FFP) and overall survival (OS) were estimated by the Kaplan-Meier method and log-rank test. A multivariate regression analysis with the Cox proportional hazard model was used to adjust the effect of the TNF and HLA polymorphisms for potential independent prognostic factors. Statistical tests withP < .05 were considered significant. Statistical analysis was performed using the Statistica package (StatSoft, Tulsa, OK).

TNF, LTα, and HLA DRB1 polymorphisms in patients with NHL and healthy controls

As could be expected, a strong linkage disequilibrium was found between the TNF−308A and LTα+252A(P < .005), TNF−308A and HLA DRB1*03 (P < .0001), LTα+252A and HLA DRB1*03 (P < .005), as well as between the TNF−238Aand TNF−376A alleles (P < .0001).1,4,11,14,21 Similar to a previous report,14 we did not find any polymorphic variation in the TNF−163, thus it was excluded from further analyses.

The TNF−376,−308,−238, LTα+252, and HLA DRB1 allelic frequencies and distributions were consistent with Hardy-Weinberg equilibrium, and didn't differ significantly between patients and controls (Table2). Because they were also similar to those previously reported in other Caucasian groups, it is unlikely that polymorphisms within the above-mentioned sites confer susceptibility for lymphoma occurrence.1,4,11,14 21 

Table 2.

The TNF-376A,-308A,-238A,LTα+252, and HLA DRB1 allelic frequencies in 120 healthy controls and 204 patients with non-Hodgkin lymphoma, including 104 patients with diffuse large B-cell lymphoma

AlleleHealthy controls (n = 120) %NHL patients (n = 204) %DLBCL patients (n = 104) %
TNF-308A 0.16 0.14 0.17 
TNF-376A 0.03 0.034 0.027 
TNF-238A 0.03 0.04 0.028 
LTα+252A 0.70 0.69 0.69 
DRB1*01 0.14 0.14 0.12  
DRB1*02 0.16 0.15 0.15 
DRB1*03 0.12 0.14 0.16  
DRB1*04 0.10 0.10 0.11 
DRB1*07 0.14 0.12 0.10  
DRB1*08 0.04 0.03 0.02 
DRB1*09 0.005 0.01 0.015 
DRB1*10 0.01 0.015 0.01 
DRB1*11 0.11 0.14 0.13 
DRB1*12 0.01 0.02 0.025 
DRB1*13 0.125 0.095 0.10 
DRB1*14 0.04 0.04 0.06 
AlleleHealthy controls (n = 120) %NHL patients (n = 204) %DLBCL patients (n = 104) %
TNF-308A 0.16 0.14 0.17 
TNF-376A 0.03 0.034 0.027 
TNF-238A 0.03 0.04 0.028 
LTα+252A 0.70 0.69 0.69 
DRB1*01 0.14 0.14 0.12  
DRB1*02 0.16 0.15 0.15 
DRB1*03 0.12 0.14 0.16  
DRB1*04 0.10 0.10 0.11 
DRB1*07 0.14 0.12 0.10  
DRB1*08 0.04 0.03 0.02 
DRB1*09 0.005 0.01 0.015 
DRB1*10 0.01 0.015 0.01 
DRB1*11 0.11 0.14 0.13 
DRB1*12 0.01 0.02 0.025 
DRB1*13 0.125 0.095 0.10 
DRB1*14 0.04 0.04 0.06 

NHL indicates non-Hodgkin lymphoma; DLBCL, diffuse large B-cell lymphoma; TNF, tumor necrosis factor; LT, lymphotoxin alpha.

TNF, LTα, and HLA DRB1 polymorphisms and TNF/soluble receptors plasma levels

When analysis was restricted to the 85 patients with NHL available for both ELISA and genotyping assays, the TNF−308A was the only allele associated with plasma levels of TNF (P = .009), p55 (P = .03), and p75 (P = .007) higher than median values (> 33.0 pg/mL, > 2.8 ng/mL, > 7.0 ng/mL, respectively). Similar results were obtained in patients with DLBCL (P = .04, P = .03, andP = .01, respectively). These results indicate that increased plasma levels of TNF and its soluble receptors in patients with NHL were related to the TNF−308A and could not be explained by the remaining TNF, LTα, or HLA DRB1 alleles.

TNF, LTα, and HLA DRB1 polymorphisms and NHL outcome

Among 204 patients with NHL, 118 (58%) achieved complete remission (CR), 68 (33%) did not, and 18 (9%) were not yet available for the therapy response. Of 204 patients, 84 (41%) experienced disease progression and 45 (22%) died.

Of 204 patients, the TNF−308A was the only allele associated with the lower CR rates (P = .006), including 104 patients with DLBCL (P = .009). With a median follow-up of the surviving patients of 24 months (range, 1-91 months), the FFP survival was lower in patients carrying the TNF−308A (P = .009), null HLA DRB1*02 allele (P = .007), or both genetic markers (P = .004), including patients with DLBCL (P = .04, P = .01, P = .003, respectively). The 2-year OS rate was significantly lower in patients with TNF−308A (P = .02), null HLA DRB1*02 allele (P = .14), or both of them (P = .005), including patients with DLBCL (P = .03,P = .04, P = .005, respectively) (Figure1).

Fig. 1.

Progression-free and overall survival of 104 patients with diffuse large B-cell lymphoma according to the TNF−308A and HLA DRB1*02 status.

The initial number of patients at risk was 29 (28%) for the presence of the TNF−308A and null HLA DRB1*02 allele and 75 (72%) for the remaining patients. (A) Progression-free survival. (B) Overall survival. P denotes the log-rank test value.

Fig. 1.

Progression-free and overall survival of 104 patients with diffuse large B-cell lymphoma according to the TNF−308A and HLA DRB1*02 status.

The initial number of patients at risk was 29 (28%) for the presence of the TNF−308A and null HLA DRB1*02 allele and 75 (72%) for the remaining patients. (A) Progression-free survival. (B) Overall survival. P denotes the log-rank test value.

Close modal

After incorporating the International Prognostic Index22as a unique parameter (0-2 versus 3-5 adverse factors) in multivariate analysis, the TNF−308A (P < .0001, relative risk [RR] = 1.63; P < .0001, RR = 1.51) and null HLA DRB1*02 (P < .02, RR = 1.18;P < .0001, RR = 1.25) alleles remained independent prognostic factors for both FFP and OS (Table3).

Table 3.

Factors independently prognostic of freedom from progression and overall survival

VariableFreedom from progression survivalOverall survival
βSERRPβSERRP
NHL patients (n = 204)         
 IPI 0.305 0.067 1.35 <.0001 0.355 0.051 1.42 <.0001 
 TNF-308A 0.491 0.072 1.63 <.0001 0.411 0.055 1.51 <.0001 
 Null HLA DRB1*02 0.171 0.070 1.18 <.02 0.226 0.053 1.25 <.0001 
DLBCL patients (n = 104)         
 IPI 0.427 0.083 1.53 <.0001 0.459 0.070 1.58 <.0001 
 TNF-308A 0.422 0.084 1.52 <.0001 0.359 0.071 1.43 <.0001 
 Null HLA DRB1*02 0.133 0.083 1.14 =.10 0.177 0.070 1.19 <.01 
VariableFreedom from progression survivalOverall survival
βSERRPβSERRP
NHL patients (n = 204)         
 IPI 0.305 0.067 1.35 <.0001 0.355 0.051 1.42 <.0001 
 TNF-308A 0.491 0.072 1.63 <.0001 0.411 0.055 1.51 <.0001 
 Null HLA DRB1*02 0.171 0.070 1.18 <.02 0.226 0.053 1.25 <.0001 
DLBCL patients (n = 104)         
 IPI 0.427 0.083 1.53 <.0001 0.459 0.070 1.58 <.0001 
 TNF-308A 0.422 0.084 1.52 <.0001 0.359 0.071 1.43 <.0001 
 Null HLA DRB1*02 0.133 0.083 1.14 =.10 0.177 0.070 1.19 <.01 

β indicates regression coefficient; SE, standard error of β; RR, relative risk (eβ); NHL, non-Hodgkin lymphoma; TNF, tumor necrosis factor, DLBCL, diffuse large B-cell lymphoma; IPI, International Prognostic Index.

Since the clinical characteristics and allocated treatment regimens were well balanced among the allelic groups analyzed, these results indicate that adverse outcome of NHL was independently related to the TNF−308 and HLA DRB*02 alleles and could not be explained by the remaining polymorphisms or previously defined TNF−308A/LTα+252A high-risk haplotype.19 These findings emphasize how innate immunity dramatically influences disease outcome. Its manipulation by boosting T-cell–mediated antitumor responses, passive immunomodulation with HLA DR monoclonal antibodies, or TNF inhibitors may offer a potential therapeutic strategy to achieve stable remissions in lymphoma.23 

The authors are indebted to Dr Dominique Rigal from the Etablissement de Français du Sang, Lyon, France, for providing DNA samples from healthy individuals.

Prepublished online as Blood First Edition Paper, June 7, 2002; DOI 10.1182/blood-2002-02-0654.

Supported by a grant from the Ministry of Health, Warsaw, Poland (506-01-052) and the Medical University of Lodz, Poland (503-107-2 and 503-131-1).

The publication costs of this article were defrayed in part by page charge payment. Therefore, and solely to indicate this fact, this article is hereby marked “advertisement” in accordance with 18 U.S.C. section 1734.

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Author notes

Krzysztof Warzocha, Department of Hematology, Medical University of Lodz, 93-513 Lodz, Ciolkowskiego 2, Poland; e-mail: warzocha@psk2.am.lodz.pl.

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