Skip to main content
NIHPA Author Manuscripts logoLink to NIHPA Author Manuscripts
. Author manuscript; available in PMC: 2015 Jul 1.
Published in final edited form as: Am J Hematol. 2014 Apr 18;89(7):714–720. doi: 10.1002/ajh.23726

Risk of diffuse large B-cell lymphoma after solid organ transplantation in the United States

Todd M Gibson 1,2,*, Eric A Engels 1, Christina A Clarke 3,4, Charles F Lynch 5, Dennis D Weisenburger 6, Lindsay M Morton 1
PMCID: PMC4069221  NIHMSID: NIHMS582694  PMID: 24753070

Abstract

Non-Hodgkin lymphoma (NHL) arising in the context of immunosuppression is an important adverse outcome following solid organ transplantation. Diffuse large B-cell lymphoma (DLBCL) is the most commonly diagnosed subtype of post-transplant NHL, but few studies of transplant recipients have examined subtype-specific risks. Therefore, we examined DLBCL risk in the Transplant Cancer Match Study, including registry-based cancer ascertainment among 96,615 solid organ transplants performed from 2000–2008. We determined standardized incidence ratios (SIRs) and 95% confidence intervals (CIs) comparing DLBCL risk in transplant recipients to that in the general population, and used multivariable Poisson regression models to assess the impact of potential risk factors. We identified 321 incident cases of DLBCL, over 12 times more than expected based on general population rates (SIR=12.6, 95% CI=11.2–14.0). SIRs were highest in young recipients and those receiving a lung or pancreas/kidney-pancreas transplant, and were greatly elevated for extranodal DLBCLs at the site of the transplant compared to other sites. DLBCL risk was highest in the first year following transplant, and SIRs for early-onset DLBCL risk were elevated in association with EBV negative serostatus and use of polyclonal antibody induction therapy. In conclusion, associations between recipient and transplant factors and post-transplant DLBCL risk suggest a complicated interrelationship among multiple risk factors and timing of disease.

Keywords: organ transplant, non-Hodgkin lymphoma, diffuse large B-cell lymphoma, immunosuppression, Epstein-Barr virus

Introduction

Over 28,000 solid organ transplants are performed annually in the United States (1). Improved survival of transplant recipients in recent decades is due in large part to the effectiveness of current immunosuppressive therapies in preventing organ rejection, but the acute and long-term immunosuppression also increases recipients’ risk of a number of malignancies (27). In particular, post-transplant lymphoproliferative disorder (PTLD) is a major cause of morbidity and mortality in transplant recipients (8). Epstein-Barr virus (EBV) is prominent in the etiology of PTLD (9), but recipient age, variations in pharmacologic immunosuppression, and type of organ transplanted have also been associated with PTLD risk (8, 10). In addition, some studies have suggested important differences in disease characteristics by time of onset (1117), EBV involvement (12, 13, 15, 18, 19) or primary site of disease (2023).

Most previous research on lymphoma risk in transplant recipients has focused on PTLD or non-Hodgkin lymphoma (NHL). However, PTLD comprises a group of clinically and molecularly heterogeneous diseases ranging from plasmacytic hyperplasia to malignant NHL (24), and NHL includes numerous subtypes that have been shown to have different etiologies in the general population (25), as well as varying risks after transplantation (2628). Immunosuppression has been associated with strikingly high risks of diffuse large B-cell lymphoma (DLBCL), a common and clinically aggressive lymphoma (29). A previous population-based study found a significantly increased risk of DLBCL after kidney transplantation, but did not include other organ transplants or examination of risk factors (30).

We therefore examined risk for DLBCL among solid organ transplant recipients. We used data from the Transplant Cancer Match Study, which includes systematic registry-based ascertainment of cancer in transplant recipients and data on a range of possible risk factors (3). We restricted our analysis to transplants performed during 2000–2008 because clinical practice regarding transplantation and immunosuppression has changed considerably over time, and because of increased availability of data on EBV status in more recent years. We included examination of risks by recipient EBV serostatus, timing of DLBCL onset, and primary site of disease.

Materials and Methods

Transplant Cancer Match Study

The Transplant Cancer Match Study (www.transplantmatch.cancer.gov) has been described previously (3). Briefly, linkage was performed between the Scientific Registry of Transplant Recipients (SRTR), which collects data on all solid organ transplants in the United States, and 14 population-based U.S. cancer registries. Computer-based linkage was based on subjects’ name, sex, date of birth, and social security number, and was followed by manual review of potential matches. Transplant recipients residing in the geographic coverage area of the cancer registries were included, and cancer ascertainment was at least 95% complete throughout follow-up (3).

For this analysis, we quantified risk of DLBCL in a cohort of 96,615 solid organ transplants performed from 2000–2008, representing over 40% of all solid organ transplants in the United States during that time. Recipients included in the Transplant Cancer Match Study were similar to those outside the linked cancer registries (3). The study was approved by human subjects committees at the National Cancer Institute and, as required, participating cancer registries (3).

Cancer Ascertainment and Risk Factor Data

Incident cases of DLBCL among transplant recipients were identified from the 14 linked population-based cancer registries using International Classification of Diseases for Oncology, Third Edition (ICD-O-3) morphology codes 9678–9680 or 9684 (31). Primary DLBCL site was classified as nodal or extranodal using ICD-O-3 topography codes, and extranodal cases were further classified as arising at the transplanted organ (“transplant-site DLBCL”) or at any other extranodal site (“extranodal DLBCL”). Recipients with missing codes or determined to have multiple organs involved but with unknown primary site of origination (codes C779 and C809) were categorized as having extranodal disease. The assignment of transplant-site DLBCL was based solely on organ concordance (e.g., DLBCL of any kidney in a kidney recipient), as it was not always possible to determine whether the DLBCL arose in the donor or remaining native organs.

Data on risk factors were obtained from the SRTR records, including recipient characteristics (sex, age at transplant, race/ethnicity) and transplant characteristics (organ, number, calendar year). EBV serostatus of transplant recipients was available for 58% of transplants performed after 1999. Immunosuppressive medication use at initial discharge was obtained from SRTR as well, and induction therapies were categorized as either polyclonal antibodies or IL-2 receptor antagonists (monoclonal antibodies and alemtuzumab were used too infrequently to include in the analyses). Drugs typically used in the maintenance phase of immunosuppression, such as cyclosporine, tacrolimus, and mycophenolate mofetil, were not included in these analyses due to the high likelihood of changes in these medications after transplant (32).

Statistical Analyses

Follow-up for cancer risk started at the date of transplantation and continued until the earliest of death, failure of a transplanted organ, a subsequent transplant, loss to follow-up, or the last date of cancer registry coverage. Recipients were considered at risk separately during successive transplant episodes, and were not censored upon first cancer diagnosis unless the first cancer was NHL.

We compared risk of developing DLBCL among transplant recipients to that of the general population by calculating standardized incidence ratios (SIR = number of cases observed in the transplant cohort/number of cases expected in the general population). Expected counts were obtained by applying general population DLBCL rates to the person-time at risk among transplant recipients, stratified by sex, age (5-year intervals), race/ethnicity, calendar year, and cancer registry (3). Ninety-five percent confidence intervals (95% CI) were obtained using an exact method assuming a Poisson distribution for the observed count (33). Incidence rates (IRs) were also calculated as observed cases/person-years of follow-up.

We examined the impact of possible risk factors for DLBCL by calculating IRs, SIRs and 95% CIs among strata of these factors. Primary analyses estimated relative risks (RRs) by comparing SIRs among different strata in multivariable Poisson regression models, adjusted for sex, race/ethnicity, age at transplant, type of organ transplanted, and calendar year. Given the expected importance of recipient EBV serostatus and the potential for residual confounding due to missing data, we included comparisons after stratification by recipient EBV serostatus. We also stratified by time period after transplant. “Early-onset DLBCL” was defined as disease diagnosed within two years of the transplant date, whereas DLBCL diagnosed after two years was termed “late-onset”. For analyses stratified by primary anatomic site of DLBCL, site-specific SIRs were calculated for transplant-site DLBCL, extranodal DLBCL, and nodal DLBCL, with distinct expected values calculated for each category. Site-specific analyses of DLBCL were restricted to the major transplanted organ types (kidney, pancreas-kidney, liver, heart, and lung).

To assess whether the effects of risk factors differed by time of disease onset or primary DLBCL site, we tested for interactions with the relative risks by fitting separate Poisson regression models to the different cohorts (e.g., early-onset disease and late-onset disease), then combining the cohorts and using the corresponding scores to compute a robust variance estimate for all model parameters that accounted for the repeated use of the same individuals (34). Differences between association parameters for early- versus late-onset DLBCL or transplant site versus other site DLBCL were then assessed using a Wald test. All analyses were conducted using SAS statistical software version 9.1.3 (SAS Institute, Inc.), and significance of associations was based on α < 0.05.

Results

We examined a cohort of 96,615 transplants performed in the U.S. from 2000–2008 (median follow-up time = 2.5 years). As shown in Table 1, 61% of transplant recipients were male, 8% were age 0–19 years at time of transplant (median age at transplant = 49 years), and the most commonly transplanted organs were kidney (59%), liver (22%), and heart (8%).

Table 1.

Associations between recipient and transplant characteristics and risk of diffuse large B-cell lymphoma in solid organ transplant recipients from 2000–2008 in the United States

Transplant Recipients n (%)a DLBCL Cases n (%)a IRb SIR 95% CI
All transplants 96615 321 115 12.6 11.2–14.0
Age at transplant
 0–9 3524 (4) 21 (7) 192 1738 1076–2657
 10–19 4335 (4) 29 (9) 229 360 241–517
 20–29 6840 (7) 22 (7) 110 72.0 45.1–109
 30–39 13219 (14) 36 (11) 89.2 28.8 20.2–39.9
 40–49 21010 (22) 52 (16) 81.2 13.7 10.2–18.0
 50–59 27487 (29) 91 (28) 117 10.9 8.8–13.4
 60–69 17192 (18) 57 (18) 123 6.1 4.6–7.9
 ≥70 3008 (3) 13 (4) 180 5.3 2.8–9.1
Gender
 Male 59388 (61) 207 (64) 122 11.4 9.9–13.1
 Female 37227 (39) 114 (36) 104 15.5 12.8–18.6
Race/ethnicity
 White, non-Hispanic 55662 (58) 240 (75) 146 14.2 12.5–16.1
 Black 17074 (18) 29 (9) 63.2 9.2 6.2–13.2
 Hispanic 17271 (18) 38 (12) 76.7 9.5 6.7–13.1
 Asian/Pacific Islander 6608 (7) 14 (4) 71.1 9.4 5.1–15.8
Transplanted organ
 Kidney 57054 (59) 141 (44) 84.0 9.4 8.0–11.1
 Pancreas or kidney-pancreas 4357 (5) 21 (7) 170 33.1 20.5–50.6
 Liver 21143 (22) 73 (23) 124 12.7 10.0–16.0
 Heart 7999 (8) 31 (10) 122 11.0 7.5–15.6
 Lung 4170 (4) 44 (14) 415 41.3 30.0–55.5
 Other or multiple 1892 (2) 11 (3) 265 32.2 16.1–57.6
Epstein-Barr viral serostatus
 Positive 46952 (49) 113 (35) 87.4 9.3 7.6–11.1
 Negative 9215 (10) 81 (25) 309 43.6 34.6–54.2
 Missing 40448 (42) 127 (40) 102 11.1 9.2–13.2
Transplant number
 First 86584 (90) 290 (90) 114 12.2 10.8–13.7
 Second 9144 (10) 28 (9) 117 17.1 11.4–24.7
 Third or higher 887 (1) 3 (1) 143 27.6 5.7–80.8
Calendar year of transplant
 2000–2004 57801 (60) 249 (78) 110 12.1 10.6–13.7
 2005–2008 38814 (40) 72 (22) 135 14.7 11.5–18.5
Polyclonal antibodies
 No 73101 (76) 248 (77) 113 12.3 10.8–13.9
 Yes 23514 (24) 73 (23) 120 13.6 10.7–17.1
IL2 receptor antagonists
 No 69618 (72) 243 (76) 123 13.4 11.7–15.2
 Yes 26997 (28) 78 (24) 95.4 10.6 8.4–13.3
Site of DLBCLc
 Lymph nodes 94723 151 (49) 54.8 9.7 8.3–11.4
 Transplant site 94723 32 (10) 11.6 186 127–263
 Other extranodal 94723 127 (41) 46.1 13.3 11.1–15.9

IR: Incidence rate; SIR: Standardized incidence ratio; 95% CI: 95% Confidence interval; IL2: Interleukin-2

a

Percentages may not add to 100 due to rounding

b

Crude incidence rate per 100,000 person-years

c

Site-specific analyses included only kidney, pancreas or kidney-pancreas, liver, heart, and lung transplants

We identified 321 incident cases of DLBCL, over 12 times more than expected based on rates in the general population (SIR=12.6, 95% CI=11.2–14.0; Table 1). DLBCL was the most common NHL subtype in transplant recipients, comprising 63% of all NHL cases. IRs for DLBCL were high in the youngest transplant recipients, decreased with increasing age at transplant until age 40–49, and then rose steadily with increasing age. In contrast, risk relative to the age-matched general population was greatly increased in the youngest recipients (SIR=1738 for age 0–9 years), and decreased continuously with increasing age at transplant, to an SIR of 5.3 in the oldest recipients (age 70+ years). SIRs were modestly higher for females compared to males (P=0.05), and for non-Hispanic whites compared to other racial/ethnic groups (P=0.01).

DLBCL risk was strongly associated with type of organ transplant (Poisson regression P<0.001) and recipient EBV serostatus (P<0.001), including adjustment for age at transplant and other factors (Supplemental Table 1 shows the distribution of organ type by age at transplant). The highest elevations in risk were for lung transplants (SIR=41.3), pancreas/kidney-pancreas transplants (SIR=33.1), and EBV seronegative recipients (SIR=43.6; Table 1). Overall, DLBCL risk did not differ significantly by transplant number, year of transplant, or use of either polyclonal antibodies or IL-2 receptor antagonists as induction immunosuppressive therapy.

Risk of developing DLBCL was highest during the first year after transplantation (SIR=24.1; Figure 1A). Risks were markedly lower after the first two years and remained relatively constant from three to nine years after transplant. Although EBV seronegative recipients had greater elevations in risk than seropositive recipients during the first year after transplant, both groups experienced the highest risks in this first year (Figure 1B). SIRs decreased dramatically after the first year in both groups, but they continued to decline over nine years of follow-up for EBV seronegative recipients, whereas EBV seropositive recipients showed an increasing trend after three years post-transplantation. Similar patterns were observed regardless of the type of organ transplanted (not shown).

Figure 1.

Figure 1

Figure 1A. Risk of diffuse large B-cell lymphoma by time since transplant in solid organ transplant recipients in the United States. Standardized incidence ratios (SIRs) and associated 95% confidence intervals are shown according to time since transplantation. Each point represents the SIR for the previous time interval, with the point centered on the end of that time interval (6 months, 1, 2, 3, 4, 5, and 9 years post-transplant). The vertical axis shows the standardized incidence ratios on a log-scale.

Figure 1B. Risk of diffuse large B-cell lymphoma by time since transplant in solid organ transplant recipients in the United States, stratified by recipient EBV serostatus. Standardized incidence ratios (SIRs) and associated 95% confidence intervals (CIs) are shown according to time since transplantation and recipient EBV serostatus (open square: EBV seronegative; closed triangle: EBV seropositive). Each point represents the SIR for the previous time interval, with the point indicating the end of that time interval (6 months, 1, 2, 3, 4, 5, and 9 years post-transplant). Time intervals are identical for EBV seronegative and seropositive recipients; the points are offset to allow distinction of 95% CIs. There were no cases among EBV seronegative recipients during the interval between four and five years post-transplant, so this interval was combined with the subsequent 6–9 year interval. The vertical axis shows the standardized incidence ratios on a log-scale.

When considering recipient EBV serostatus and time period after transplant (Table 2), the risk for early-onset DLBCL was significantly higher (P<0.001) in EBV seronegative recipients (SIR=78.7) than in EBV seropositive recipients (SIR=11.8). In contrast, the risk for late-onset DLBCL was not significantly different between EBV seronegative (SIR=11.4, not shown) and seropositive (SIR=6.7) recipients. Few cases of late-onset disease were identified in EBV seronegative recipients (N=11), preventing further examination of risk factors within this group.

Table 2.

Associations between selected recipient and transplant characteristics and risk of early-onset (≤2 years after transplant) and late-onset (>2 years after transplant) diffuse large B-cell lymphoma in solid organ transplant recipients from 2000–2008 in the United States

Early-onset DLBCL EBV-negative recipients Early-onset DLBCL EBV-positive recipients Late-onset DLBCL EBV-positive recipients

DLBCL Cases SIR RRa 95% CI DLBCL Cases SIR RRa 95% CI DLBCL Cases SIR RRa, b 95% CI
All transplants 70 78.7 72 11.8 41 6.7
Age at transplant
 0–19 22 2123 39.0 20.3–77.0 13 675 69.4 33.8–137 1 43.4 X x
 20–39 16 294 5.6 2.7–11.4 11 33.1 2.6 1.2–5.5 4 11.2 1.9 0.4–6.1
 40–49 7 59.2 1.3 0.5–3.0 12 14.3 1.2 0.6–2.4 8 8.8 1.6 0.6–3.8
 50–59 15 52.8 1.0 reference 22 11.3 1.0 reference 13 6.3 1.0 reference
 ≥60 10 23.7 0.4 0.2–0.9 14 4.7 0.5 0.2–0.9 15 5.4 0.9 0.4–1.9
Transplanted organ
 Kidney 35 77.0 1.0 reference 23 6.8 1.0 reference 12 3.8 1.0 reference
 Liver 8 34.4 0.6 0.2–1.2 16 11.6 2.0 1.0–3.7 18 12.5 3.5 1.7–7.4
 Heart 9 89.4 1.5 0.7–2.9 6 8.4 1.4 0.5–3.2 4 4.4 1.3 0.4–3.7
 Lung 16 249 3.8 2.1–6.8 11 26.7 4.6 2.1–9.2 6 16.6 4.7 1.6–12.1
Polyclonal antibodies
 No 45 61.9 1.0 reference 51 11.0 1.0 reference 37 7.6 1.0 reference
 Yes 25 154 2.9 1.6–5.0 21 14.1 1.1 0.6–1.9 4 3.2 0.5 0.1–1.5
IL2 receptor antagonists
 No 50 79.8 1.0 reference 59 14.0 1.0 reference 27 6.4 1.0 reference
 Yes 20 76.1 1.0 0.6–1.8 13 6.9 0.5 0.3–0.9 14 7.3 1.1 0.5–2.2

SIR: Standardized incidence ratio; RR: relative risk; EBV: Epstein-Barr viral serostatus; IL2: Interleukin-2

a

Poisson regression models adjusted for age at transplant, gender, race/ethnicity, transplanted organ, and calendar year of transplant

b

RRs not calculated for strata with less than 3 DLBCL cases (denoted by x)

For early-onset DLBCL, the pattern of strikingly high SIRs in the young and declining SIRs with increasing age was evident in both EBV seronegative and seropositive recipients (both Ptrend<0.001; Table 2). SIRs based on a small number of cases suggested a similar age-dependent risk pattern for late-onset DLBCL, but only EBV seropositive recipients were examined. The highest risks were found following lung transplantation regardless of EBV serostatus and time since transplant, with SIRs for lung recipients approximately four-fold higher than those for kidney recipients. In contrast, the SIRs for DLBCL after liver transplantation were significantly higher than those after kidney transplantation only in EBV-seropositive recipients (regardless of time since transplant). In analyses of specific immunosuppressive medications, use of polyclonal antibody induction therapy was associated with increased risk of early-onset DLBCL in EBV seronegative recipients (RR=2.9, 95% CI=1.6–5.0). In contrast, use of IL2 receptor antagonists was associated with decreased risk of early-onset DLBCL in EBV seropositive recipients (RR=0.5, 95% CI=0.3–0.9). Use of specific immunosuppressive medications was not significantly related to risk of late-onset DLBCL.

Although the incidence of DLBCL occurring in the transplanted organ was low, the SIR was substantially higher for DLBCL occurring in the transplanted organ (SIR=186) compared with other extranodal sites (SIR=13.3) or lymph nodes (SIR=9.7) (Table 3). Patterns of risk by EBV serostatus or transplanted organ did not differ by DLBCL site, although no DLBCLs were identified in the heart following heart transplantation. DLBCLs in the transplanted organ occurred almost exclusively as early-onset disease (97% of 32 cases), with only one case identified more than two years after transplant.

Table 3.

Associations between selected transplant characteristics and risk of diffuse large B-cell lymphoma in solid organ transplant recipients from 2000–2008 in the United States, stratified by DLBCL occurring in the transplanted organ, other extranodal sites, or in lymph nodes.

DLBCL in the Transplanted Organ DLBCL in Other Extranodal Sites DLBCL in Lymph Nodes

Cases SIR 95% CI Cases SIR 95% CI Cases SIR 95% CI
All transplants 32 186 (127–263) 127 13.3 (11.1–15.9) 151 9.7 (8.3–11.4)
EBV Serostatus
 Negative 7 543 (218–1119) 30 43.8 (29.6–62.6) 43 37.8 (27.4–50.9)
 Positive 11 130 (65.0–233) 46 10.0 (7.4–13.4) 48 6.5 (4.8–8.6)
Transplanted Organa
 Kidney 8 101 (43.8–200) 66 11.6 (9.0–14.8) 67 7.3 (5.7–9.3)
 Liver 12 231 (119–404) 24 11.1 (7.1–16.5) 37 10.5 (7.4–14.5)
 Heart 0 0 (0–176) 17 16.2 (9.5–26.0) 14 8.0 (4.4–13.4)
 Lung 11 625 (312–1117) 11 28.8 (14.4–51.5) 22 33.1 (20.7–50.1)

SIR: Standardized incidence ratio; RR: Relative risk; 95% CI: 95% Confidence interval; EBV: Epstein-Barr virus

a

Other transplanted organ types not shown

Discussion

We present the first large-scale, population-based study of risk factors for DLBCL following solid organ transplantation. As the most common NHL subtype occurring among transplant recipients and one of the most aggressive forms of PTLD, DLBCL is likely a primary driver of many associations observed in previous studies of transplant-related NHL or PTLD. In addition to negative EBV serostatus of the recipient being a prominent risk factor for DLBCL, we identified that both young age at transplant and transplant of a lung or pancreas were associated with increased risks, regardless of EBV serostatus. Recipients were at greatest risk during the first year after transplant, and both recipient EBV serostatus and use of polyclonal antibodies as induction therapy were associated with risk only in the early-onset period. Risk relative to the general population was also considerably greater for DLBCL occurring in the transplanted organ than for disease at other sites. Furthermore, our results suggest that the impact of induction immunosuppression medications may differ according to EBV serostatus of the recipient.

We found greatly elevated risk of DLBCL in the first year after transplant, similar to previous reports for NHL overall (16, 23). The initial increase in risk we observed soon after transplantation was more dramatic than some previous studies of NHL, likely reflecting both the subtype-specificity of the outcome in our study and the inclusion of organ transplants other than kidneys. The risk of early-onset DLBCL was particularly striking among EBV seronegative recipients, supporting the prominent role of uncontrolled primary EBV infection in lymphomas occurring immediately following transplant (15, 16, 18, 20). A recent study of kidney transplants in Australia reported evidence for two distinct mechanisms of lymphomagenesis, with early disease caused largely by primary EBV infection during acute immunosuppression, and late disease attributed to aberrant proliferation secondary to prolonged immunosuppression (15). Our results generally support this model of lymphomagenesis for development of DLBCL. Although we observed that risk of DLBCL was also greatest in the first post-transplant year for EBV seropositive recipients, the finding may be explained by reactivation of latent EBV infection.

In analyses stratified by EBV serostatus and time since transplantation, we found that risks were highest for early-onset DLBCL among pediatric recipients. Increased risk for those transplanted at a young age has been established for NHL and PTLD, but the increase is typically attributed to the high prevalence of EBV seronegativity in this group. However, we found that young age at transplant was associated with increased DLBCL risk among EBV seropositive recipients, suggesting the young immune system may also be particularly susceptible to immunosuppression-induced EBV reactivation.

Patterns of DLBCL risk by organ type were similar across strata of EBV serostatus and timing of disease onset, with the notable exception of liver transplants. Among EBV seronegative recipients, DLBCL risk was lower for liver transplants than for heart or kidney transplants, whereas liver transplants had higher relative risk of DLBCL among EBV seropositive recipients. Furthermore, among EBV seropositive recipients, only liver transplants had similarly increased risks for both early- and late-onset disease. Our results suggest EBV seronegativity is a risk factor for DLBCL after liver transplantation, but they also support previous findings from studies of NHL suggesting that the role of EBV may differ for liver transplants compared to other types of organ transplant (18, 19). The greater mass of donor lymphatic tissue delivered with a liver transplant has been hypothesized as a possible mechanism explaining the differences in risk by organ (18). We found the highest DLBCL risk among persons receiving lung transplants, which may support the importance of donor lymphoid mass in addition to intensity of immunosuppression. However, in contrast to liver transplants, relative risk in lung transplants remained high regardless of EBV serostatus or timing of DLBCL onset. Detailed examinations of lymphoma risk in lung transplants have not been reported in previous studies.

Induction therapies for the prevention of acute rejection include polyclonal antibodies, which result in severe and prolonged depletion of T-cells, and IL-2 receptor antagonists, which inhibit T-cell activation (35). Use of polyclonal antibodies for induction therapy was associated with increased risk of early-onset DLBCL only among EBV seronegative recipients, suggesting T-cell depletion strongly impairs the immune response to primary EBV infection. A previous study found increased risk of early-onset, but not late-onset, NHL with use of polyclonal antibodies for induction therapy, but did not isolate the association to EBV seronegative recipients (15). The lack of association in EBV seropositive recipients may indicate that polyclonal antibody-induced lymphocyte depletion has a less profound impact on EBV reactivation, but other patient factors influencing choice of immunosuppressive agent may also be important. Our finding that use of IL2 receptor antagonists was associated with reduced risk of early-onset DLBCL in EBV seropositive recipients may be due to chance, as it is not readily explained and has not been reported in previous studies of NHL. Late-onset DLBCL risk is more likely to be influenced by maintenance medications and changes in medication use over time, which were not included in this analysis.

Although DLBCLs occurring at the site of the transplanted organ were uncommon, risk relative to the general population was much higher than for other extranodal sites or lymph nodes. This strong increase is consistent with previous literature (2123, 36), and supports the idea that chronic antigenic stimulation by the allograft contributes to lymphomagenesis (37), particularly for lung and liver transplants. Notably, almost all DLBCLs in the transplanted organ arose in the first two years post-transplant. DLBCL derived from donor lymphocytes conveyed with the graft could also play a role, although most cases of PTLD are of recipient origin (38). A greater percentage of lymphomas occur extranodally in transplant recipients compared to the general population, and prognosis is poor for extranodal versus nodal disease (23), but we did not find large differences between risk of extranodal DLBCL outside the transplanted organ and risk of nodal DLBCL.

Strengths of this study include the specific focus on DLBCL and the use of population-based registries for ascertainment of both transplants and cancers. The large size of the study enabled restriction of analyses to the most recent and clinically relevant time period, as well as unique examination of risk factors stratified by both EBV serostatus and timing of disease onset. Limitations were primarily based on our use of the transplant and cancer registries for exposure and outcome data, which likely resulted in some misclassification.

The proportion of NHL classified as “not otherwise specified (NOS)” was greater in Transplant Cancer Match Study cases (20.5%) compared to that expected based on population rates (12.4%) (26), and many NHLs classified as NOS are likely DLBCLs. Therefore, the DLBCL-specific IRs and SIRs reported may be underestimates. Induction medications are administered at the time of transplantation and therefore should be captured. However, it is possible that some use of these medications was missed in the reports submitted to the SRTR. We investigated the impact of use of polyclonal antibodies and IL2 receptor antagonists, but had insufficient case numbers to study other types of induction medication. Monoclonal antibodies (e.g., OKT3) have been implicated in post-transplant lymphoma risk (23, 36, 39), but our study was limited to a recent time period in which use of these agents was rare. Our stratified analyses indicated that late-onset DLBCL among EBV seropositive recipients was uncommon, preventing detailed examination of risk factors. Furthermore, residual confounding due to missing EBV serostatus is possible, although we do not expect meaningful differences between recipients with and without EBV serostatus data (Supplemental Tables 2 and 3). We did not have data on EBV viral load during follow-up or tumor EBV status that could allow better characterization of the role of EBV in DLBCL risk.

DLBCL makes up a large proportion of post-transplant NHL and is a primary component of associations observed in previous studies of NHL and PTLD. However, full understanding of post-transplant lymphoma etiology requires characterization of subtype-specific risks (2628, 30). Our results confirm the prominent role of primary EBV infection in DLBCL risk, particularly in the first two years after transplant, and also show age at transplant and type of organ transplant to be important risk factors regardless of EBV serostatus. Our subtype-specific results provide additional insight into the complicated interrelationship among potential risk factors and lymphoid malignancies following transplantation. Future work is needed to characterize the role of EBV reactivation, and to further investigate the impact of immunosuppressive medication regimens on risk of DLBCL and other NHL subtypes.

Supplementary Material

Supp TableS1
Supp TableS2
Supp TableS3

Acknowledgments

The authors gratefully acknowledge the support and assistance provided by individuals at the Health Resources and Services Administration (Monica Lin), the SRTR (Ajay Israni, Bertram Kasiske, Paul Newkirk, Jon Snyder), and the following cancer registries: the states of California (Tina Clarke), Colorado (Jack Finch), Connecticut (Lou Gonsalves), Georgia (Rana Bayakly), Hawaii (Brenda Hernandez), Iowa (Charles Lynch), Illinois (Lori Koch), Michigan (Glenn Copeland), New Jersey (Xiaoling Niu), New York (Amy Kahn), North Carolina (Chandrika Rao), Texas (Melanie Williams), and Utah (Janna Harrell), and the Seattle-Puget Sound area of Washington (Margaret Madeleine). We also thank Dr. Ruth Pfeiffer for statistical consultation, and analysts at Information Management Services for programming support (David Castenson, Matthew Chaloux, Michael Curry, Ruth Parsons).

This research was supported in part by the Intramural Research Program of the National Cancer Institute. The Transplant Cancer Match Study includes support from the contributing registries. During the initial period when registry linkages were performed, the SRTR was managed by Arbor Research Collaborative for Health in Ann Arbor, MI (contract HHSH234200537009C); beginning in September 2010, the SRTR was managed by Minneapolis Medical Research Foundation in Minneapolis, MN (HHSH250201000018C). The following cancer registries were supported by the National Program of Cancer Registries of the Centers for Disease Control and Prevention: California (agreement 1U58 DP000807-01), Colorado (U58 DP000848-04), Georgia (5U58DP003875-01), Illinois (5658DP000805-04), Michigan (5U58DP000812-03), New Jersey (1US58/DP0039311-01), New York (U58DP0038789), North Carolina (U58DP000832), and Texas (5U58DP000824-04). The following cancer registries were supported by the SEER Program of the National Cancer Institute: California (contracts HHSN261201000036C, HHSN261201000035C, and HHSN261201000034C), Connecticut (HHSN261201000024C), Hawaii (HHSN261201000037C, N01-PC-35137, and N01-PC-35139), Iowa (HSN261201000032C and N01-PC-35143), New Jersey (HHSN261201000027C, N01-PC-2010-0027), Seattle-Puget Sound (N01-PC-35142), and Utah (HHSN261201000026C). Additional support was provided by the states of California, Colorado, Connecticut, Illinois, Iowa, New Jersey, New York (Cancer Surveillance Improvement Initiative 14-2491), Texas, and Washington, as well as the Fred Hutchinson Cancer Research Center in Seattle, WA.

Footnotes

The authors declare no conflicts of interest associated with this work.

The views expressed in this paper are those of the authors and should not be interpreted to reflect the views or policies of the National Cancer Institute, Health Resources and Services Administration, SRTR, cancer registries, or their contractors.

References

  • 1.Organ Procurement and Transplantation Network (OPTN) and Scientific Registry of Transplant Recipients (SRTR) OPTN/SRTR 2010 Annual Data Report. Rockville, MD: Department of Health and Human Services, Health Resources and Services Administration, Healthcare Systems Bureau, Division of Transplantation; 2011. [Google Scholar]
  • 2.Adami J, Gabel H, Lindelof B, Ekstrom K, Rydh B, Glimelius B, Ekbom A, Adami HO, Granath F. Cancer risk following organ transplantation: a nationwide cohort study in Sweden. Br J Cancer. 2003;89:1221–1227. doi: 10.1038/sj.bjc.6601219. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Engels EA, Pfeiffer RM, Fraumeni JF, Jr, Kasiske BL, Israni AK, Snyder JJ, Wolfe RA, Goodrich NP, Bayakly AR, Clarke CA, Copeland G, Finch JL, Fleissner ML, Goodman MT, Kahn A, Koch L, Lynch CF, Madeleine MM, Pawlish K, Rao C, Williams MA, Castenson D, Curry M, Parsons R, Fant G, Lin M. Spectrum of cancer risk among US solid organ transplant recipients. JAMA. 2011;306:1891–1901. doi: 10.1001/jama.2011.1592. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Grulich AE, van Leeuwen MT, Falster MO, Vajdic CM. Incidence of cancers in people with HIV/AIDS compared with immunosuppressed transplant recipients: a meta-analysis. Lancet. 2007;370:59–67. doi: 10.1016/S0140-6736(07)61050-2. [DOI] [PubMed] [Google Scholar]
  • 5.Serraino D, Piselli P, Busnach G, Burra P, Citterio F, Arbustini E, Baccarani U, De Juli E, Pozzetto U, Bellelli S, Polesel J, Pradier C, Dal Maso L, Angeletti C, Carrieri MP, Rezza G, Franceschi S Immunosuppression Cancer Study G. Risk of cancer following immunosuppression in organ transplant recipients and in HIV-positive individuals in southern Europe. European journal of cancer. 2007;43:2117–2123. doi: 10.1016/j.ejca.2007.07.015. [DOI] [PubMed] [Google Scholar]
  • 6.Vajdic CM, McDonald SP, McCredie MR, van Leeuwen MT, Stewart JH, Law M, Chapman JR, Webster AC, Kaldor JM, Grulich AE. Cancer incidence before and after kidney transplantation. JAMA. 2006;296:2823–2831. doi: 10.1001/jama.296.23.2823. [DOI] [PubMed] [Google Scholar]
  • 7.Villeneuve PJ, Schaubel DE, Fenton SS, Shepherd FA, Jiang Y, Mao Y. Cancer incidence among Canadian kidney transplant recipients. Am J Transplant. 2007;7:941–948. doi: 10.1111/j.1600-6143.2007.01736.x. [DOI] [PubMed] [Google Scholar]
  • 8.Taylor AL, Marcus R, Bradley JA. Post-transplant lymphoproliferative disorders (PTLD) after solid organ transplantation. Crit Rev Oncol Hematol. 2005;56:155–167. doi: 10.1016/j.critrevonc.2005.03.015. [DOI] [PubMed] [Google Scholar]
  • 9.Tanner JE, Alfieri C. The Epstein-Barr virus and post-transplant lymphoproliferative disease: interplay of immunosuppression, EBV, and the immune system in disease pathogenesis. Transpl Infect Dis. 2001;3:60–69. doi: 10.1034/j.1399-3062.2001.003002060.x. [DOI] [PubMed] [Google Scholar]
  • 10.Nalesnik MA. Clinical and pathological features of post-transplant lymphoproliferative disorders (PTLD) Springer Semin Immunopathol. 1998;20:325–342. doi: 10.1007/BF00838047. [DOI] [PubMed] [Google Scholar]
  • 11.Armitage JM, Kormos RL, Stuart RS, Fricker FJ, Griffith BP, Nalesnik M, Hardesty RL, Dummer JS. Posttransplant lymphoproliferative disease in thoracic organ transplant patients: ten years of cyclosporine-based immunosuppression. J Heart Lung Transplant. 1991;10:877–886. discussion 886–877. [PubMed] [Google Scholar]
  • 12.Dotti G, Fiocchi R, Motta T, Gamba A, Gotti E, Gridelli B, Borleri G, Manzoni C, Viero P, Remuzzi G, Barbui T, Rambaldi A. Epstein-Barr virus-negative lymphoproliferate disorders in long-term survivors after heart, kidney, and liver transplant. Transplantation. 2000;69:827–833. doi: 10.1097/00007890-200003150-00027. [DOI] [PubMed] [Google Scholar]
  • 13.Leblond V, Davi F, Charlotte F, Dorent R, Bitker MO, Sutton L, Gandjbakhch I, Binet JL, Raphael M. Posttransplant lymphoproliferative disorders not associated with Epstein-Barr virus: a distinct entity? J Clin Oncol. 1998;16:2052–2059. doi: 10.1200/JCO.1998.16.6.2052. [DOI] [PubMed] [Google Scholar]
  • 14.Leblond V, Sutton L, Dorent R, Davi F, Bitker MO, Gabarre J, Charlotte F, Ghoussoub JJ, Fourcade C, Fischer A, et al. Lymphoproliferative disorders after organ transplantation: a report of 24 cases observed in a single center. J Clin Oncol. 1995;13:961–968. doi: 10.1200/JCO.1995.13.4.961. [DOI] [PubMed] [Google Scholar]
  • 15.van Leeuwen MT, Grulich AE, Webster AC, McCredie MR, Stewart JH, McDonald SP, Amin J, Kaldor JM, Chapman JR, Vajdic CM. Immunosuppression and other risk factors for early and late non-Hodgkin lymphoma after kidney transplantation. Blood. 2009;114:630–637. doi: 10.1182/blood-2009-02-202507. [DOI] [PubMed] [Google Scholar]
  • 16.Quinlan SC, Pfeiffer RM, Morton LM, Engels EA. Risk factors for early-onset and late-onset post-transplant lymphoproliferative disorder in kidney recipients in the United States. Am J Hematol. 2011;86:206–209. doi: 10.1002/ajh.21911. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Ghobrial IM, Habermann TM, Macon WR, Ristow KM, Larson TS, Walker RC, Ansell SM, Gores GJ, Stegall MD, McGregor CG. Differences between early and late posttransplant lymphoproliferative disorders in solid organ transplant patients: are they two different diseases? Transplantation. 2005;79:244–247. doi: 10.1097/01.tp.0000144335.39913.5c. [DOI] [PubMed] [Google Scholar]
  • 18.Opelz G, Daniel V, Naujokat C, Dohler B. Epidemiology of pretransplant EBV and CMV serostatus in relation to posttransplant non-Hodgkin lymphoma. Transplantation. 2009;88:962–967. doi: 10.1097/TP.0b013e3181b9692d. [DOI] [PubMed] [Google Scholar]
  • 19.Dharnidharka VR, Lamb KE, Gregg JA, Meier-Kriesche HU. Associations between EBV serostatus and organ transplant type in PTLD risk: an analysis of the SRTR National Registry Data in the United States. Am J Transplant. 2012;12:976–983. doi: 10.1111/j.1600-6143.2011.03893.x. [DOI] [PubMed] [Google Scholar]
  • 20.Caillard S, Lamy FX, Quelen C, Dantal J, Lebranchu Y, Lang P, Velten M, Moulin B. Epidemiology of posttransplant lymphoproliferative disorders in adult kidney and kidney pancreas recipients: report of the French registry and analysis of subgroups of lymphomas. Am J Transplant. 2012;12:682–693. doi: 10.1111/j.1600-6143.2011.03896.x. [DOI] [PubMed] [Google Scholar]
  • 21.Donnelly LF, Frush DP, Marshall KW, White KS. Lymphoproliferative disorders: CT findings in immunocompromised children. AJR Am J Roentgenol. 1998;171:725–731. doi: 10.2214/ajr.171.3.9725305. [DOI] [PubMed] [Google Scholar]
  • 22.Lim GY, Newman B, Kurland G, Webber SA. Posttransplantation lymphoproliferative disorder: manifestations in pediatric thoracic organ recipients. Radiology. 2002;222:699–708. doi: 10.1148/radiol.2223010456. [DOI] [PubMed] [Google Scholar]
  • 23.Opelz G, Dohle B. Lymphomas after solid organ transplantation: A collaborative transplant study report. American Journal of Transplantation. 2004;4:222–230. doi: 10.1046/j.1600-6143.2003.00325.x. [DOI] [PubMed] [Google Scholar]
  • 24.Swerdlow SH, Campo E, Harris NL, Jaffe ES, Pileri SA, Stein H, Thiele J, Vardiman J, editors. WHO Classification of Tumours of Haematopoietic and Lymphoid Tissues. Lyon: International Agency for Research on Cancer; 2008. [Google Scholar]
  • 25.Morton LM, Wang SS, Cozen W, Linet MS, Chatterjee N, Davis S, Severson RK, Colt JS, Vasef MA, Rothman N, Blair A, Bernstein L, Cross AJ, De Roos AJ, Engels EA, Hein DW, Hill DA, Kelemen LE, Lim U, Lynch CF, Schenk M, Wacholder S, Ward MH, Hoar Zahm S, Chanock SJ, Cerhan JR, Hartge P. Etiologic heterogeneity among non-Hodgkin lymphoma subtypes. Blood. 2008;112:5150–5160. doi: 10.1182/blood-2008-01-133587. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Clarke CA, Morton LM, Lynch CF, Pfeiffer RM, Hall EC, Gibson TM, Weisenburger DD, Martinez-Maza O, Hussain SK, Yang J, Chang ET, Engels EA. Risk of lymphoma subtypes after solid organ transplantation in the U S. Br J Cancer. 2013;109:280–288. doi: 10.1038/bjc.2013.294. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Engels EA, Clarke CA, Pfeiffer RM, Lynch CF, Weisenburger DD, Gibson TM, Landgren O, Morton LM. Plasma cell neoplasms in US solid organ transplant recipients. Am J Transplant. 2013;13:1523–1532. doi: 10.1111/ajt.12234. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Mbulaiteye SM, Clarke CA, Morton LM, Gibson TM, Pawlish K, Weisenburger DD, Lynch CF, Goodman MT, Engels EA. Burkitt lymphoma risk in U.S. solid organ transplant recipients. Am J Hematol. 2013;88:245–250. doi: 10.1002/ajh.23385. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Engels EA, Pfeiffer RM, Goedert JJ, Virgo P, McNeel TS, Scoppa SM, Biggar RJ. Trends in cancer risk among people with AIDS in the United States 1980–2002. AIDS. 2006;20:1645–1654. doi: 10.1097/01.aids.0000238411.75324.59. [DOI] [PubMed] [Google Scholar]
  • 30.Vajdic CM, van Leeuwen MT, Turner JJ, McDonald AM, Webster AC, McDonald SP, Chapman JR, Kaldor JM, Grulich AE. No excess risk of follicular lymphoma in kidney transplant and HIV-related immunodeficiency. Int J Cancer. 2010;127:2732–2735. doi: 10.1002/ijc.25272. [DOI] [PubMed] [Google Scholar]
  • 31.Fritz A, Percy C, Jack A, Shanmugaratnam K, Sobin L, Parkin DM, Whelan S, editors. International Classification of Diseases for Oncology. 3. Geneva: World Health Organization; 2000. [Google Scholar]
  • 32.Meier-Kriesche HU, Li S, Gruessner RW, Fung JJ, Bustami RT, Barr ML, Leichtman AB. Immunosuppression: evolution in practice and trends, 1994–2004. Am J Transplant. 2006;6:1111–1131. doi: 10.1111/j.1600-6143.2006.01270.x. [DOI] [PubMed] [Google Scholar]
  • 33.Breslow N, Day N. The Design and Aalysis of Cohort Studies. Lyon, France: International Agency for Research on Cancer; 1987. [Google Scholar]
  • 34.Pierce DA, Preston DL. Joint analysis of site-specific cancer risks for the atomic bomb survivors. Radiat Res. 1993;134:134–142. [PubMed] [Google Scholar]
  • 35.Halloran PF. Immunosuppressive drugs for kidney transplantation. N Engl J Med. 2004;351:2715–2729. doi: 10.1056/NEJMra033540. [DOI] [PubMed] [Google Scholar]
  • 36.Opelz G, Henderson R. Incidence of non-Hodgkin lymphoma in kidney and heart transplant recipients. Lancet. 1993;342:1514–1516. doi: 10.1016/s0140-6736(05)80084-4. [DOI] [PubMed] [Google Scholar]
  • 37.Birkeland SA. Chronic antigenic stimulation from the graft as a possible oncogenic factor after renal transplant. Scand J Urol Nephrol. 1983;17:355–359. doi: 10.3109/00365598309182145. [DOI] [PubMed] [Google Scholar]
  • 38.Chadburn A, Suciu-Foca N, Cesarman E, Reed E, Michler RE, Knowles DM. Post-transplantation lymphoproliferative disorders arising in solid organ transplant recipients are usually of recipient origin. Am J Pathol. 1995;147:1862–1870. [PMC free article] [PubMed] [Google Scholar]
  • 39.Caillard S, Dharnidharka V, Agodoa L, Bohen E, Abbott K. Posttransplant lymphoproliferative disorders after renal transplantation in the United States in era of modern immunosuppression. Transplantation. 2005;80:1233–1243. doi: 10.1097/01.tp.0000179639.98338.39. [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Supp TableS1
Supp TableS2
Supp TableS3

RESOURCES