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. Author manuscript; available in PMC: 2014 Dec 1.
Published in final edited form as: Am J Transplant. 2013 Oct 1;13(12):3202–3209. doi: 10.1111/ajt.12472

HPV-Related Cancers after Solid Organ Transplantation in the US

M M Madeleine 1,2, J L Finch 3, C F Lynch 4, M T Goodman 5, E A Engels 6
PMCID: PMC4049182  NIHMSID: NIHMS572023  PMID: 24119294

Abstract

Transplant recipients have elevated cancer risk including risk of human papillomavirus (HPV)-associated cancers of the cervix, anus, penis, vagina, vulva, and oropharynx. We examined the incidence of HPV-related cancers in 187,649 U.S. recipients in the Transplant Cancer Match Study. Standardized incidence ratios (SIRs) compared incidence rates to the general population, and incidence rate ratios (IRR) compared rates across transplant subgroups. We observed elevated incidence of HPV-related cancers (SIRs: in situ 3.3–20.3, invasive 2.2–7.3), except for invasive cervical cancer (SIR 1.0). Incidence increased with time since transplant for vulvar, anal, and penile cancers (IRRs 2.1–4.6 for 5+ vs. <2 years). Immunophenotype, characterized by decreased incidence with HLA DRB1:13 and increased incidence with B:44, contributed to susceptibility at several sites. Use of specific immunosuppressive medications was variably associated with incidence; for example, tacrolimus, was associated with reduced incidence for some anogenital cancers (IRRs 0.4–0.7) but increased incidence of oropharyngeal cancer (IRR 2.1). Thus, specific features associated with recipient characteristics, transplanted organs, and medications are associated with incidence of HPV-related cancers after transplant. The absence of increased incidence of invasive cervical cancer highlights the success of cervical screening in this population and suggests a need for screening of other HPV-related cancers.

Keywords: HPV-related cancer, organ transplant cohort, Transplant Cancer Match study, immunosuppression

INTRODUCTION

Solid organ transplant recipients are at increased risk of several pathogen-associated cancers, including those caused by infection with human papillomavirus (HPV), Epstein Barr virus, and hepatitis B and C viruses. These virus-related cancers emerge in the setting of immune suppression maintained by drugs that prevent rejection of transplanted organs. The level of immune suppression varies by factors such as type of organ, level of HLA matching between donor and recipient, and drug regimen (1).

HPV is the central etiologic agent in cervical and anal cancers and is causally associated with subsets of vaginal, vulvar, penile, and oropharyngeal cancers (2;3). The mechanism by which HPV oncoproteins contribute to genetic instability and cancer in the transplant setting is likely similar to that in the immune competent population, but time to development of HPV-related cancers may be accelerated by iatrogenic immune suppression. Published studies of cancers arising after solid organ transplant, including a meta-analysis (4) and a large study in England (5), indicate that HPV-related malignancies occur in substantial excess after solid organ transplantation.

The U.S. Transplant Cancer Match (TCM) Study (http://transplantmatch.cancer.gov/) is an ongoing linkage between the nationwide U.S. organ transplant registry and 15 state and local cancer registries (6). The TCM Study found that solid organ transplant recipients are at approximately 2-fold increased risk of any type of cancer compared to the general population (6). Further, the risks for pathogen-associated cancers, such as non-Hodgkin lymphoma, liver cancer, and Kaposi sarcoma, were sharply elevated. In this analysis we focused on the excess incidence for HPV-related malignancies, namely in situ and invasive cervical, anal, penile, vaginal, vulvar, and oropharyngeal cancers, among transplant recipients in the TCM Study.

METHODS

Detailed methods for the ongoing TCM Study were published (6). This report extends our prior study by including estimates of cancer risk related to demographic and transplant-associated risk factors, immune-related factors, and medications. We also included in situ cancers in this study but not in our prior report. We linked national transplant and cancer registry data. The Scientific Registry of Transplant Recipients (SRTR), which provides complete ascertainment of the US transplant population, includes information on transplant characteristics and demographics. The cancer registries all comply with the high standards of the CDC National Program of Cancer Registries and/or the NCI Surveillance, Epidemiology and End Results Program, which sponsor the cancer registries used in this match. Vital status information was obtained through linkage with the US Social Security Death Master File. The cancer registries were analyzed for all malignancies after transplant until death, failure of a transplanted organ, a subsequent transplant, loss to follow up, or last date of cancer registry coverage. Thus, malignancies arising after graft failure and cessation of immunosuppression would not be included.

The current analysis was restricted to recipients transplanted at 18 years of age or older, since HPV-related cancers are very rare at younger ages. We divided person-time among transplant recipients according to several time-varying characteristics, such as calendar year and transplant number, so recipients were included more than once if they received more than one transplant. The study was approved by human subjects’ committees at participating cancer registries, as required, and at the National Cancer Institute.

The HPV-related cancers examined in this study include in situ and invasive cervical, vaginal, vulvar, anal, and penile cancers. Invasive cancers of the oropharynx, defined to include base of tongue, tonsils, and other oropharynx sites (7), were also included; cancers at other oral sites are less likely to be HPV-related. In situ cancers of the oropharynx were excluded due to inconsistent reporting across registries. We restricted this report to case groups with 25 or more cases, and therefore excluded invasive vaginal cancers (n=10).

Data from the SRTR were available from 1987 to 2009. Cancers were identified through the linkage with cancer registries, so analysis was restricted to recipients residing in a cancer registry region. Follow-up started at transplantation or start of cancer registry coverage (whichever was later) and ended at death, graft failure, re-transplantation, loss to follow-up by the transplant registry, or end of cancer registry coverage. This yielded a cohort of 187,649 transplants for record linkage to the cancer registries. Of note, in situ cervical cancer surveillance was stopped by most registries after 1995, but two registries collected data until 2008. Analyses of in situ cervical cancers were therefore restricted to 17,010 women residing in registry regions while this cancer was actively being ascertained. Geographic registry regions were defined as described in our prior paper (6), except for in situ cervical cancer analyses for which we further restricted the cohort to women who were followed during a period when this cancer type was ascertained by cancer registries.

In addition to the SRTR variables used to characterize the recipients and their transplant, we examined several surrogate measures of immunity. These included the number of transplants (1 versus 2+) and level of HLA mismatch across the three loci used for matching (HLA*A, *B, and *DR). We also constructed two HLA-family group variables for DRB1:13 and B:44, which compared recipients with zero copies of each allele to those with one or (rarely) two copies. These specific HLA variables were constructed to test for associations with decreased risk (DRB1:13) or increased risk (B:44), based on associations previously seen for cervical cancer (8;9). We focused our analysis on these two alleles because we wanted to limit multiple comparisons. Based on prior studies, these alleles represent the most consistent finding (DRB1:13) and highest risk estimate (B:44) associated with cervical cancer across the polymorphic HLA region. We investigated associations with history of diabetes mellitus for transplants after 1995, when data on diabetes were most complete. We also examined alcoholic liver disease as an underlying cause of liver transplant, using diagnosis codes available in the transplant database.

We present incidence rates and standardized incidence ratios (SIRs) separately for in situ and invasive cancers. The SIR is defined as the ratio of the observed incidence to the incidence expected based on general population rates. Expected counts were derived by applying cancer rates from the cancer registries, specific to sex, age, race/ethnicity, and calendar year, to person-time at risk among recipients. Incidence rates were calculated as observed counts divided by the person-time at risk accumulated in specific strata within the cohort. Incidence rates were compared across strata using Poisson regression to calculate incidence rate ratios (IRRs).

RESULTS

Selected characteristics of the 187,649 solid organ transplant recipients and the subset followed for in situ cervical cancers are described in Table 1. Over half of the recipients were male and white, and the most frequently transplanted organ was the kidney and/or pancreas (59.4% kidney alone; 4.8% kidney and pancreas, or pancreas alone). Compared to the full cohort, the women in the smaller subset followed for in situ cervical cancer were younger at transplant and more often received their transplant between 1987 and 1994.

Table 1.

Selected characteristics of Transplant Cancer Match study cohort*

Characteristic Total Cohort
CIS Cohort
N % N %
Sex
 Male 115,614 61.6 0 0
 Female 72,035 38.4 17,010 100
Age at Transplant
 18–34 33,443 17.8 4,279 25.2
 35–49 63,831 34.0 6,234 36.6
 50+ 90,375 48.2 6,497 38.2
Race/Ethnicity
 White, Non-Hispanic 117,502 62.6 11,302 66.4
 Black, Non-Hispanic 31,527 16.8 2,839 16.7
 Hispanic 28,073 15.0 1,952 11.5
 Asian/Pacific Islander 10,547 5.6 917 5.4
Transplanted Organ**
 Kidney and/or pancreas 119,756 63.8 11,624 68.3
 Liver 39,784 21.2 3,558 20.9
 Heart and/or Lung 25,877 13.8 1,716 10.1
 Other 2,232 1.2 112 0.7
Transplant Number
 First 171,337 91.3 15,691 92.2
 Second 14,991 8.0 1,226 7.2
 Third or Higher 1,321 0.7 93 0.5
Year of Transplant
 1987–1994 35,049 18.7 9,120 53.6
 1995–1999 48,193 25.7 5,000 29.4
 2000–2009 104,407 55.6 2,890 17.0
*

Data represent all transplants combined (1987–2009) and separately for those followed for in situ cervical cancer (CIS).

**

Kidney and/or pancreas transplants combine recipients with kidney alone, kidney/pancreas, or pancreas only; “other” transplants include intestine transplants and individuals who received other multiple organs (such as kidney and liver).

In the total cohort, we observed 890 HPV-related cancers, including 500 in situ and 390 invasive cancers. The most common HPV-related cancer site was the vulva (n=350). Compared to the general population, transplant recipients had significantly elevated incidence of in situ and invasive cancers at all sites except invasive cervix (Table 2). Among in situ cancers, we observed the smallest increases for cervical cancer (SIR 3.3), larger increases for vaginal (SIR 10.6) and anal cancers (SIR 11.6), and the largest increases for penile cancers (SIR 18.6) and vulvar (SIR 20.3). The SIRs for invasive cancers were lower, and ranged from no increased incidence (SIR 1.0) for cervical cancer, to the highest incidence for invasive vulvar cancer (SIR 7.3). Median age at diagnosis was younger for in situ compared to invasive cases for cancers of the cervix (6.5 years younger), vulva (10 years), and anus (11 years), but 3 years older for men with in situ compared to invasive penile cancer. The time from transplant to diagnosis was similar for in situ and invasive cancers and ranged from a median of 2.6 to 5.7 years.

Table 2.

HPV-related cancers among U.S. organ transplant recipients

Outcome N Incidence Rate SIR (95% CI) Age at diagnosis, median years Time from transplant to cancer, median years
In reply to: situ cancers
 Cervix 71 144.9 3.3 (2.6–4.2) 38 2.6
 Vagina 34 10.4 10.6 (7.4–14.8) 50.5 3.4
 Vulva 284 86.5 20.3 (18.0–22.8) 42 4.1
 Anus 53 6.3 11.6 (8.7–15.2) 43 4.4
 Penis 58 11.4 18.6 (14.1–24.0) 59 5.7
Invasive cancers
 Cervix 52 15.8 1.0 (0.8–1.3) 44.5 3.8
 Vulva 66 20.1 7.3 (5.6–9.2) 52 4.1
 Anus 103 12.3 5.4 (4.4–6.6) 54 5.3
 Penis 25 4.9 3.9 (2.5–5.7) 56 4.7
 Oropharynx 144 17.2 2.2 (1.8–2.5) 56 3.5

Incidence rates are per 100,000 person-years; SIR, standardized incidence ratio

Table 3 presents IRRs comparing incidence of these cancers for subgroups of recipients defined by demographic and transplant-related characteristics; counts and incidence rates for each cancer type are detailed in Supplemental Table 1. Among transplant recipients, anal cancer incidence was higher in women than men (in situ IRR 3.0 and invasive IRR 1.8); in contrast, oropharyngeal cancer incidence was lower in women than men (IRR 0.4). Compared to recipients who were 50+ years old at time of transplant, younger recipients (18–34 years old) had higher incidence of in situ cervical, vulvar, and anal cancers (IRRs 4.7, 4.1, and 4.7, respectively) and also invasive cervical cancer (IRR 2.4). In contrast, lower incidence of in situ penile cancer (IRR 0.4) and invasive oropharyngeal cancer (IRR 0.1) was observed among the younger recipients.

Table 3.

Incidence rate ratios (IRR) for demographic and transplant-related risk factors for HPV-related cancers among U.S. organ transplant recipients

In situ cancers, IRR (95%CI) Invasive cancers, IRR (95%CI)

Cervix N=71 Vagina N=34 Vulva N=284 Anus N=53 Penis N=58 Cervix N=52 Vulva N=66 Anus N=103 Penis N=25 Oropharynx N=144
Sex
 Male 1.0 1.0 1.0
 Female 3.0 (1.7–5.4) 1.8 (1.3–2.7) 0.4 (0.2–0.5)
Age at transplant
 18–34 4.7 (2.5–9.3) 1.8 (0.8–3.9) 4.1 (3.0–5.6) 4.7 (2.3–10) 0.4 (0.1–1.0) 2.4 (1.2–4.8) 1.0 (0.5–1.8) 0.7 (0.4–1.3) 0.7 (0.2–2.1) 0.1 (0.0–0.2)
 35–49 1.6 (0.8–3.4) 0.8 (0.3–1.8) 1.8 (1.3–2.5) 2.2 (1.1–4.8) 0.8 (0.4–1.3) 1.4 (0.7–2.7) 0.9 (0.5–1.5) 0.9 (0.6–1.3) 1.1 (0.5–2.5) 0.8 (0.5–1.1)
 50+ 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0
Race/Ethnicity
 White 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0
 Black 1.6 (0.8–2.9) 0.6 (0.2–1.6) 0.7 (0.5–1.0) 1.4 (0.7–2.8) 1.2 (0.6–2.5) 0.9 (0.4–1.9) 0.9 (0.5–1.7) 0.7 (0.4–1.2) 1.1 (0.3–3.3) 0.5 (0.3–0.8)
 Hispanic 2.8 (1.4–5.1) 0.5 (0.1–1.6) 0.8 (0.5–1.1) 1.2 (0.5–2.4) 1.0 (0.5–2.1) 1.3 (0.6–2.5) 0.2 (0.0–0.5) 0.5 (0.3–1.0) 2.4 (0.9–5.9) 0.4 (0.2–0.8)
 Asian/Pac Islander 2.0 (0.7–4.6) 0.0 0.7 (0.4–1.2) 1.1 (0.3–3.1) 0.0 1.6 (0.5–3.7) 0.2 (0.0–0.9) 0.5 (0.1–1.2) 1.0 (0.1–4.8) 0.2 (0.0–0.6)
Organ
 Kidney and/or Pancreas 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0
 Liver 0.7 (0.4–1.4) 0.9 (0.3–2.2) 0.5 (0.3–0.7) 0.8 (0.3–1.5) 1.1 (0.5–2.3) 1.2 (0.6–2.3) 0.3 (0.1–0.7) 1.2 (0.7–2.0) 0.6 (0.1–1.7) 4.4 (3.1–6.4)
 Heart, Lung 1.0 (0.4–2.0) 2.2 (0.9–5.0) 1.4 (1.0–1.9) 0.6 (0.2–1.4) 2.7 (1.5–4.8) 1.8 (0.8–3.7) 1.9 (1.0–3.4) 1.8 (1.1–2.9) 1.1 (0.4–2.8) 2.0 (1.2–3.2)
 Other 0.8 (0.0–3.6) 1.8 (0.1–8.8) 2.8 (1.6–4.6) 3.3 (0.8–9.1) 0.0 5.1 (1.5–12.9) 1.6 (0.3–5.2) 2.2 (0.5–5.8) 2.6 (0.1–12.7) 3.3 (1.0–8.1)
Time since transplant, years
 <2 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0
 2–5 1.5 (0.9–2.6) 1.3 (0.6–3.1) 1.9 (1.4–2.6) 2.1 (1.0–4.7) 2.1 (0.9–5.1) 0.9 (0.4–1.8) 1.8 (0.9–3.6) 2.4 (1.3–4.5) 3.4 (1.1–15.3) 1.1 (0.7–1.6)
 5+ 1.1 (0.5–2.0) 1.1 (0.5–2.7) 2.1 (1.5–2.9) 2.3 (1.1–5.2) 4.6 (2.3–10.8) 1.4 (0.7–2.7) 2.4 (1.3–4.7) 3.8 (2.2–6.9) 4.4 (1.4–19.2) 1.2 (0.8–1.8)

Compared to white women, Hispanic women had higher incidence of in situ cervical cancer (IRR 2.8). Hispanics did not have higher incidence for other in situ or invasive cancers, including invasive cervical cancer (IRR 1.3). Reduced incidence was noted for in situ vulvar, invasive vulvar, and oropharyngeal cancers for non-white compared with white recipients.

Compared to kidney and/or pancreas recipients, liver recipients had a higher incidence of oropharyngeal cancer (IRR 4.4). We investigated the incidence of oropharyngeal cancer among liver recipients by reason for transplant, and found an elevated incidence associated with alcoholic liver disease as the indication for transplant (IRR 5.4, 95% CI 3.3–8.9, compared with other liver recipients). Heart and/or lung recipients had higher incidence of in situ penile cancer (IRR 2.7) and invasive vulvar (IRR 1.9), anal (IRR 1.8), and oropharyngeal (IRR 2.0) cancers. Strikingly, incidence of in situ and invasive vulvar, anal, and penile cancers all increased with duration of time since transplant, but this pattern was not present for in situ or invasive cervical, in situ vaginal, or invasive oropharyngeal cancers (Table 3).

In Table 4, we explored immune markers related to cancer incidence. Receiving a second transplant was associated with increased incidence of in situ vulvar (IRR 2.0) and anal cancers (in situ IRR 4.4 and invasive IRR 2.1), but not invasive vulvar cancer (IRR 1.7). HLA mismatch between donor and recipient (HLA-A, -B, and -DRB1 loci) was associated with reduced incidence of vaginal cancer (IRR 0.2 for 5–6 vs. 0–2 mismatches); only oropharyngeal cancer was associated with number of mismatches in the predicted direction (IRR 1.9 for 3 or more mismatches). DRB1:13 carriage was associated with marginally decreased incidence of cervical cancer (in situ IRR 0.4 and invasive IRR 0.4), and this decrease was also noted for in situ vulvar (IRR 0.4) and anal cancers (in situ IRR 0.5 and invasive IRR 0.6). Carriage of B:44 was associated with increased incidence for anal cancer (in situ IRR 1.8 and invasive IRR 1.7) and penile cancer (in situ IRR 1.9), but not cervical cancer.

Table 4.

Incidence rate ratios (IRR) for immune-related risk factors for HPV-related cancers among U.S. organ transplant recipients

In situ cancers, IRR (95%CI) Invasive cancers, IRR (95%CI)

Cervix (N=71) Vagina (N=34) Vulva (N=284) Anus (N=53) Penis (N=58) Cervix (N=52) Vulva (N=66) Anus (N=103) Penis (N=25) Oropharynx (N=144)
Transplant number
 First 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0
 2nd + 0.9 (0.3–2.1) 1.2 (0.3–3.4) 2.0 (1.4–2.7) 4.4 (2.2–7.9) 1.6 (0.6–3.5) 1.3 (0.5–3.0) 1.7 (0.8–3.4) 2.1 (1.2–3.6) 1.2 (0.2–4.2) 1.1 (0.6–2.0)
HLA mismatch
 0 to 2 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0
 3 to 4 1.2 (0.7–2.1) 0.8 (0.4–1.8) 1.0 (0.7–1.4) 1.0 (0.5–2.1) 1.4 (0.7–3.0) 1.1 (0.5–2.6) 0.9 (0.5–1.7) 0.7 (0.4–1.2) 0.8 (0.3–2.3) 1.9 (1.1–3.4)
 5 to 6 0.9 (0.4–1.7) 0.2 (0.1–0.7) 1.1 (0.8–1.5) 0.9 (0.4–2.1) 0.9 (0.4–2.2) 1.8 (0.8–4.1) 0.7 (0.3–1.3) 0.6 (0.4–1.1) 0.7 (0.2–2.3) 1.9 (1.1–3.6)
DRB1:13
 No 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0
 Yes 0.4 (0.1–1.1) 1.9 (0.8–4.2) 0.4 (0.3–0.6) 0.5 (0.1–1.2) 0.5 (0.2–1.2) 0.4 (0.1–1.0) 0.9 (0.4–1.7) 0.6 (0.3–1.2) 1.1 (0.3–2.9) 1.3 (0.8–2.0)
B:44
 No 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0
 Yes 0.9 (0.5–1.6) 1.4 (0.6–3.1) 1.3 (0.9–1.7) 1.8 (1.0–3.4) 1.9 (1.1–3.3) 1.1 (0.5–2.1) 0.9 (0.5–1.7) 1.7 (1.1–2.6) 1.1 (0.4–2.7) 0.9 (0.6–1.5)
Diabetes mellitus*
 No 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0
 Yes 1.0 (0.3–2.6) 0.6 (0.2–1.6) 1.0 (0.7–1.5) 0.7 (0.3–1.6) 0.9 (0.42.0) 0.8 (0.31.8) 1.4 (0.7–2.7) 0.6 (0.3–1.2) 0.8 (0.2–2.8) 0.6 (0.4–1.0)
*

Data available only for transplants in years 1995 and later.

There was a significantly increased incidence of vulvar cancer associated with pancreas transplants (counted as pancreas alone or pancreas plus kidney compared to kidney alone, in situ IRR 3.1, 95% CI 2.2–4.4 and invasive IRR 2.6, 95% CI 1.1–5.3). However, a history of diabetes mellitus was not significantly associated with incidence of HPV-related cancers (Table 4).

As shown in Table 5, the maintenance immunosuppressive medications cyclosporine and azathioprine were related to increased incidence of in situ vulvar, in situ penile, and invasive anal cancers. In contrast, we observed decreased incidence with tacrolimus or mycophenolate at these same sites. An inverse pattern was observed for oropharyngeal cancer and these maintenance drugs, so that decreased incidence was associated with cyclosporine and azathioprine and increased incidence with tacrolimus. Almost all transplant recipients (over 90%) received maintenance regimens that included corticosteroids. Corticosteroid use was associated with strongly increased incidence of in situ anal cancer (IRR 5.3) but not for invasive anal cancer (IRR 1.2) or other cancers. In contrast, sirolimus, a newer drug, was used as a maintenance medication for fewer than 10% of transplant recipients. A decreased incidence of invasive anal cancer (IRR 0.2) associated with sirolimus was based on exposure of one case and the estimate had wide confidence intervals. Use of induction medications after transplant was associated with decreased incidence of invasive cervical cancer (IRR 0.5) and oropharynx cancer (IRR 0.7 We evaluated the induction medications by mechanisms of action (monoclonal antibody, polyclonal antibody, and interleukin 2 receptor antagonists), to investigate the two significant findings. None of the individual types of induction medications was significantly associated with a decreased incidence of invasive cervical cancer. The decreased incidence of oropharyngeal cancer was associated with monoclonal antibodies (n=2 exposed cases, IRR 0.2, 95% CI 0.0–0.5), but not other types of induction.

Table 5.

Incidence rate ratios for immunosuppressive medications and risk for HPV-related cancers among U.S. organ transplant recipients

In situ cancers, IRR (95%CI) Invasive cancers, IRR (95%CI)

Cervix (N=71) Vagina (N=34) Vulva (N=284) Anus (N=53) Penis (N=58) Cervix (N=52) Vulva (N=66) Anus (N=103) Penis (N=25) Oropharynx (N=144)
Cyclosporine
 No 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0
 Yes 1.1 (0.6–1.9) 1.1 (0.5–2.1) 1.4 (1.1–1.8) 1.1 (0.6–1.8) 2.3 (1.3–4.2) 1.4 (0.8–2.4) 1.1 (0.7–1.9) 1.4 (0.9–2.1) 1.2 (0.5–2.7) 0.6 (0.4–0.8)
Tacrolimus
 No 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0
 Yes 0.8 (0.4–1.4) 1.0 (0.5–2.0) 0.7 (0.6–0.9) 0.8 (0.5–1.4) 0.4 (0.2–0.7) 0.7 (0.4–1.2) 0.9 (0.6–1.5) 0.6 (0.4–1.0) 1.0 (0.4–2.3) 2.1 (1.5–2.9)
Azathioprine
 No 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0
 Yes 1.2 (0.7–1.9) 1.5 (0.7–2.9) 1.8 (1.4–2.2) 1.4 (0.8–2.4) 2.4 (1.4–4.1) 1.4 (0.8–2.5) 2.0 (1.2–3.2) 1.7 (1.1–2.5) 1.2 (0.5–2.6) 0.7 (0.5–1.0)
Mycophenolate
 No 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0
 Yes 0.7 (0.4–1.3) 1.0 (0.5–2.0) 0.8 (0.6–1.0) 1.0 (0.6–1.7) 0.6 (0.3–1.0) 0.6 (0.3–1.1) 0.9 (0.5–1.4) 0.7 (0.5–1.1) 1.2 (0.5–2.6) 0.9 (0.6–1.3)
Sirolimus
 No 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0
 Yes 1.0 (0.1–4.7) 0.6 (0.0–2.8) 1.0 (0.6–1.7) 1.6 (0.5–4.0) 1.1 (0.3–2.9) 0.8 (0.1–2.6) -- 0.2 (0.0–0.9) 1.7 (0.3–5.8) 0.9 (0.3–1.8)
Corticosteroids
 No 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0
 Yes 0.7 (0.4–1.7) 1.0 (0.4–4.0) 1.2 (0.8–2.0) 5.3 (1.2–93.1) 1.4 (0.6–4.7) 0.6 (0.3–1.5) 3.0 (0.9–18.3) 1.2 (0.6–2.7) 2.5 (0.5–45.5) 1.2 (0.7–2.4)
Induction medications
 No 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0
 Yes 1.1 (0.6–1.8) 0.9 (0.4–1.8) 1.0 (0.8–1.2) 1.1 (0.6–1.9) 1.0 (0.6–1.7) 0.5 (0.3–0.9) 1.0 (0.6–1.7) 0.8 (0.5–1.2) 0.8 (0.3–1.8) 0.7 (0.5–0.9)

DISCUSSION

HPV is the known cause of cervical cancer (10) and is causally related to substantial subsets of vaginal, vulvar, anal, penile, and oropharyngeal cancers (2;11). We used the Transplant Cancer Match Study data to explore the excess incidence of HPV-related cancers among U.S. solid organ transplant recipients. Compared to the general population, transplant recipients had especially high incidence of in situ cancers (SIRs ranging from 3-fold higher for cervical cancer to 20-fold for vulvar and penile cancers), and increased incidence (SIRs 2- to 7-fold) for most invasive cancers, with the exception of cervical cancer.

We observed that most in situ HPV-related cancers occurred at younger ages than invasive cancers, reflecting a continuum of progressively disrupted epithelium along a gradient from persistent HPV infection to pre-invasive in situ cancer to invasive cancer (12). Higher incidence of in situ cancers may partly reflect the increased frequency of interactions that transplant recipients have with medical professionals who monitor their health and immune status after transplant. Thus, it may be that HPV-related cancers come to clinical attention earlier and more often among transplant recipients. Indeed, the lack of increased incidence for invasive cervical cancer points to effective surveillance and treatment of cervical neoplasia in this population.

The most frequently occurring HPV-related cancers in the study were vulvar cancers (n=350). Increased incidence for this cancer was associated with earlier age at transplant, increased time since transplant, and use of the older drugs cyclosporine and azathioprine. The second most frequent cancer was anal cancer (n=156), which shared most risk factors with vulvar cancer. Anal cancer occurred more frequently in women than men, which reflects the sex ratio of anal cancer in the general population (13). This is in contrast to the pattern seen for anal cancer among HIV-infected populations, in which men-who-have-sex-with-men are a large subgroup and shift the sex ratio toward men (14). The third most frequent cancer was oropharyngeal cancer (n=144), of which 81.3% occurred in men. In men and women combined, oropharyngeal cancer incidence was higher with older age at transplant, non-white race, non-kidney organ transplant, increased HLA mismatch, and use of tacrolimus.

Two findings support the idea that cumulative duration of immunosuppression contributes to the risk of these cancers. First, longer time since transplant (5+ years) was associated with increased incidence of in situ and invasive vulvar, anal, and penile cancers. Second, the incidence of in situ vulvar and anal cancers was higher with second or later transplants than with first transplants. The degree of incompatibility between donor and recipient, and thus the intensity of immunosuppression required to prevent rejection, depends on the level of HLA mismatch (15). However, HLA mismatch seems unlikely to be an important predictor for HPV-related cancers, as only incidence of oropharyngeal cancer increased with the number of mismatches (IRR 1.9).

We assessed two HLA markers that are putative markers of susceptibility to HPV, based on prior studies in immunocompetent women demonstrating associations with cervical cancer risk. DRB1:13 was associated with decreased risk for cervical cancer in prior studies (8), and in this study it was associated with a significantly lower incidence of in situ vulvar cancer (IRR 0.4). Although results for other sites were inconclusive, DRB1:13 was also associated with lower incidence of cervical, anal, and penile cancers. HLA-B:44, an allele related to increased risk of cervical cancer in a U.S. population-based study (9), was associated with elevated incidence of in situ vaginal, anal, penile, and invasive anal cancers in our study, although most of these increases were not statistically significant.

Some HPV-related cancers may occur more frequently in recipients with specific medical conditions. For example, we observed an increased incidence of oropharyngeal cancer among liver recipients compared to kidney recipients, and incidence was even higher in the subset who had alcoholic cirrhosis as the indication for liver transplant (IRR 5.4 vs. other indications among liver recipients). Alcohol is a key risk factor in oropharyngeal cancer (16), and our finding supports that damage from alcohol contributes in the transplant setting as well (17). Likewise, smoking is a risk factor common to HPV-related squamous cell cancers, including cervical, penile, vulvar, anal, and oropharyngeal cancers (13;16). Increased incidence of these cancers among heart and/or lung recipients may be attributable in part to tobacco-related conditions that commonly lead to these transplants. In addition, we found a significantly increased incidence of vulvar cancer associated with pancreas transplants, which suggested that type 1 diabetes mellitus, the common indication for pancreas transplant, might contribute to cancer incidence. However, among recipients overall, we found no association between history of diabetes and incidence of any HPV-related cancers.

Maintenance immune suppressive drug regimens generally include a combination of agents that work together to prevent graft rejection: calcineurin inhibitors (tacrolimus or cyclosporine), anti-metabolites (mycophenolate or azathioprine), and corticosteroids (prednisone). Current maintenance regimens, combining tacrolimus and mycophenolate, have largely replaced the older regimen, cyclosporine and azathioprine, though both combinations are still used (18) (19). In our study, the older regimen drugs were associated with approximately 2-fold increased incidence of the anogenital cancers. In contrast, the newer regimen was associated with reduced incidence of anogenital cancers. Opposite impacts of the two calcineurin inhibitors were seen for oropharyngeal cancers (i.e., increased incidence with tacrolimus and decreased with cyclosporine). These observations suggest that although the drugs act through the same general pathway, they are not identical in their effects.(20)

Corticosteroids were associated with 5-fold excess of in situ anal cancer and 3-fold borderline excess of invasive vulvar cancer. Outside of the transplant setting, corticosteroids have been associated with excess skin cancer (21). Cancers at anogenital sites sometimes occur on cutaneous skin, and increased risk of these cancers may be related to this subset. Sirolimus is a member of a new class of drugs, mTOR inhibitors, and is considered to have anti-cancer effects (22;23). We observed a significant decreased incidence of invasive anal cancer (IRR 0.2) that was not seen for in situ anal cancer; but we note that only one transplant recipient with anal invasive cancer received sirolimus. Various anti-lymphoproliferative induction therapies have been in use among transplant patients since the early 1990s (19), and induction was associated with reduced incidence of invasive cervical cancer (IRR 0.5) and oropharyngeal cancer (IRR 0.7). The potential positive impact of induction needs to be replicated in other studies.

There were strengths and limitations in this analysis. The large size of the TCM population provided sufficient cases to examine separately in situ and invasive cancers. A limitation of our study is that tumor tissue was unavailable, so we could not determine the HPV status of tumors. Our hypothesis was that transplant-related immunosuppression increases the incidence of the HPV-related subset, and that most of the excess cancers are HPV-related. However, without knowing which cases were HPV-positive, the incidence estimates included a small number of HPV-negative cases. In addition, information about duration of medication use and intensity of immune suppression was not available, which may have been of interest if, for example, high doses of specific drugs were related to specific outcomes. Another concern is the possibility that type 1 error from multiple comparisons might have led to some significant associations in this study. The probability of false positive results is lower for some of the associations presented, for which we had a priori hypotheses and demonstrated consistent associations across multiple sites. In addition, although we do not have systematic information on recipients moving out of the area where they were transplanted, we do have an estimate of 6% at 10 years after transplantation from a sample in our prior study (6). The SIRs may therefore be underestimated by a small amount. Finally, some of the results were based on a very small numbers of events, as such, misclassifications of the types of cancers could dramatically alter estimates. Thus these findings, although statistically significant, should be interpreted with caution.

The absence of an increased incidence of invasive cervical cancer is likely due to effective cytologic screening (i.e., routine use of Pap smears). The target group for screening in the U.S. is women 21–65 years old, with cytology initially recommended every 3 years. For women over 30 years old, a longer interval of 5 years between screens is suggested when cytology and HPV co-testing are negative (24). The Kidney Disease: Improving Global Outcomes group suggested that screening for cervical cancer in transplant recipients should follow the general population guidelines (25). However, screening for women with transplants may be performed outside the guidelines if the patient and provider determine it is clinically indicated (26).

Anal cytological screening is available for people who are at high risk of anal cancer, including men-who-have-sex-with-men, HIV-infected individuals, women with vulvar neoplasia, and transplant recipients (27). A cost-benefit analysis of anal cytology in HIV-infected men-who-have-sex-with-men indicated that screening would be effective in that population (28), and screening might be useful for transplant recipients as well. Others consider anal cytology screening to be of unclear benefit until more is known about the natural history of anal precursor lesions (29). HPV16 cotesting with anal cytology may be predictive of low grade lesions at risk of progression (30), and might be a beneficial adjunct to testing in the transplant setting. No guidelines for screening transplant recipients for vulvar, penile, vaginal, or oropharyngeal neoplasia have been established. Our study and others suggest that screening could be focused; for example, it may be most feasible to begin inspection of external genitalia starting at 2 years post-transplant or limit evaluation of the oropharynx to liver recipients with a history of alcoholism. Future guidelines developed by expert groups would also need evidence that screening for HPV-related cancers leads to timely and effective treatment.

In conclusion, our findings point to the importance of demographic characteristics, medical conditions, genetics (HLA), duration of immunosuppression, and use of specific immunosuppressive medications as possible risk factors for HPV-related cancers. With cervical cancer screening as a model, it is possible that screening for other HPV-related cancers would facilitate identification of pre-cancerous lesions, thereby preventing development of invasive cancers and improving outcomes for transplant recipients. Future studies may focus on elucidating specific underlying conditions and other exposures that participate in causing HPV-related cancers in solid organ transplant recipients.

Supplementary Material

Supp Table S1. Supplementary Table 1.

Frequency and incidence rates for HPV-related cancers among organ transplant recipients in the US, by selected characteristics

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, Connecticut (Lou Gonsalves), Georgia (Rana Bayakly), Hawaii, Iowa, 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 analysts at Information Management Services for programming support (David Castenson, Michael Curry, Ruth Parsons).

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. This research was supported in part by the Intramural Research Program of the National Cancer Institute.

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 (5U58DP000817-05), Illinois (5658DP000805-04), Michigan (5U58DP000812-03), New Jersey (5U58/DP000808-05), 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-54405), 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.

Grant Support: This research was supported by General Funds from the Intramural Research Program of the National Institutes of Health, National Cancer Institute, Division of Cancer Epidemiology and Genetics.

Abbreviations

SIR

standardized incidence rate

IRR

incidence rate ratio

Footnotes

Disclosure

The authors of this manuscript have no conflicts of interest to disclose as described by the American Journal of Transplantation.

Supplemental Information

Additional Supporting Information may be found in the online version of this article.

References

  • 1.Euvrard S, Kanitakis J, Claudy A. Skin cancers after organ transplantation. N Engl J Med. 2003;348:1681–1691. doi: 10.1056/NEJMra022137. [DOI] [PubMed] [Google Scholar]
  • 2.Parkin DM, Bray F. Chapter 2: The burden of HPV-related cancers. Vaccine. 2006;24 (Suppl 3):S3-11–S3/25. doi: 10.1016/j.vaccine.2006.05.111. [DOI] [PubMed] [Google Scholar]
  • 3.Bouvard V, Baan R, Straif K, Grosse Y, Secretan B, El GF, et al. A review of human carcinogens--Part B: biological agents. Lancet Oncol. 2009;10:321–322. doi: 10.1016/s1470-2045(09)70096-8. [DOI] [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.Collett D, Mumford L, Banner NR, Neuberger J, Watson C. Comparison of the incidence of malignancy in recipients of different types of organ: a UK Registry audit. Am J Transplant. 2010;10:1889–1896. doi: 10.1111/j.1600-6143.2010.03181.x. [DOI] [PubMed] [Google Scholar]
  • 6.Engels EA, Pfeiffer RM, Fraumeni JF, Jr, Kasiske BL, Israni AK, Snyder JJ, et al. 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]
  • 7.Chaturvedi AK, Engels EA, Anderson WF, Gillison ML. Incidence trends for human papillomavirus-related and -unrelated oral squamous cell carcinomas in the United States. J Clin Oncol. 2008;26:612–619. doi: 10.1200/JCO.2007.14.1713. [DOI] [PubMed] [Google Scholar]
  • 8.Hildesheim A, Wang SS. Host and viral genetics and risk of cervical cancer: a review. Virus Res. 2002;89:229–240. doi: 10.1016/s0168-1702(02)00191-0. [DOI] [PubMed] [Google Scholar]
  • 9.Madeleine MM, Johnson LG, Smith AG, Hansen JA, Nisperos BB, Li S, et al. Comprehensive analysis of HLA-A, HLA-B, HLA-C, HLA-DRB1, and HLA-DQB1 loci and squamous cell cervical cancer risk. Cancer Res. 2008;68:3532–3539. doi: 10.1158/0008-5472.CAN-07-6471. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Walboomers JM, Jacobs MV, Manos MM, Bosch FX, Kummer JA, Shah KV, et al. Human papillomavirus is a necessary cause of invasive cervical cancer worldwide. J Pathol. 1999;189:12–19. doi: 10.1002/(SICI)1096-9896(199909)189:1<12::AID-PATH431>3.0.CO;2-F. [DOI] [PubMed] [Google Scholar]
  • 11.Kreimer AR, Clifford GM, Boyle P, Franceschi S. Human papillomavirus types in head and neck squamous cell carcinomas worldwide: a systematic review. Cancer Epidemiol Biomarkers Prev. 2005;14:467–475. doi: 10.1158/1055-9965.EPI-04-0551. [DOI] [PubMed] [Google Scholar]
  • 12.Moscicki AB, Schiffman M, Kjaer S, Villa LL. Chapter 5: Updating the natural history of HPV and anogenital cancer. Vaccine. 2006;24 (Suppl 3):S3-42–S3/51. doi: 10.1016/j.vaccine.2006.06.018. [DOI] [PubMed] [Google Scholar]
  • 13.Daling JR, Madeleine MM, Johnson LG, Schwartz SM, Shera KA, Wurscher MA, et al. Human papillomavirus, smoking, and sexual practices in the etiology of anal cancer. Cancer. 2004;101:270–280. doi: 10.1002/cncr.20365. [DOI] [PubMed] [Google Scholar]
  • 14.Chaturvedi AK, Madeleine MM, Biggar RJ, Engels EA. Risk of human papillomavirus-associated cancers among persons with AIDS. J Natl Cancer Inst. 2009;101:1120–1130. doi: 10.1093/jnci/djp205. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Opelz G, Dohler B. Effect of human leukocyte antigen compatibility on kidney graft survival: comparative analysis of two decades. Transplantation. 2007;84:137–143. doi: 10.1097/01.tp.0000269725.74189.b9. [DOI] [PubMed] [Google Scholar]
  • 16.D’Souza G, Kreimer AR, Viscidi R, Pawlita M, Fakhry C, Koch WM, et al. Case-control study of human papillomavirus and oropharyngeal cancer. N Engl J Med. 2007;356:1944–1956. doi: 10.1056/NEJMoa065497. [DOI] [PubMed] [Google Scholar]
  • 17.Duvoux C, Delacroix I, Richardet JP, Roudot-Thoraval F, M+¬treau JM, Fagniez PL, et al. Increased incidence of oropharyngeal squamous cell carcinomas after liver transplantation for alcoholic cirrhosis. Transplantation. 1999;67:418–421. doi: 10.1097/00007890-199902150-00014. [DOI] [PubMed] [Google Scholar]
  • 18.Meier-Kriesche HU, Li S, Gruessner RW, Fung JJ, Bustami RT, Barr ML, et al. 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]
  • 19.OPTN. The Organ Procurement and Transplantation Network (OPTN) maintains the only national patient waiting list and features the most comprehensive data available in any single field of medicine. US Department of Health and Human Sevices; 2011. [cited 2011 Jul 5];Available from: URL: http://optn.transplant.hrsa.gov/ [Google Scholar]
  • 20.Almawi WY, Melemedjian OK. Clinical and mechanistic differences between FK506 (tacrolimus) and cyclosporin A. Nephrol Dial Transplant. 2000;15:1916–1918. doi: 10.1093/ndt/15.12.1916. [DOI] [PubMed] [Google Scholar]
  • 21.Karagas MR, Cushing GL, Jr, Greenberg ER, Mott LA, Spencer SK, Nierenberg DW. Non-melanoma skin cancers and glucocorticoid therapy. Br J Cancer. 2001;85:683–686. doi: 10.1054/bjoc.2001.1931. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Mathew T, Kreis H, Friend P. Two-year incidence of malignancy in sirolimus-treated renal transplant recipients: results from five multicenter studies. Clin Transplant. 2004;18:446–449. doi: 10.1111/j.1399-0012.2004.00188.x. [DOI] [PubMed] [Google Scholar]
  • 23.Euvrard S, Morelon E, Rostaing L, Goffin E, Brocard A, Tromme I, et al. Sirolimus and secondary skin-cancer prevention in kidney transplantation. N Engl J Med. 2012;367:329–339. doi: 10.1056/NEJMoa1204166. [DOI] [PubMed] [Google Scholar]
  • 24.Moyer VA. Screening for cervical cancer: U.S. Preventive Services Task Force recommendation statement. Ann Intern Med. 2012;156:880–91. W312. doi: 10.7326/0003-4819-156-12-201206190-00424. [DOI] [PubMed] [Google Scholar]
  • 25.Kasiske BL, Zeier MG, Chapman JR, Craig JC, Ekberg H, Garvey CA, et al. KDIGO clinical practice guideline for the care of kidney transplant recipients: a summary. Kidney Int. 2010;77:299–311. doi: 10.1038/ki.2009.377. [DOI] [PubMed] [Google Scholar]
  • 26.Wong G, Chapman JR, Craig JC. Cancer screening in renal transplant recipients: what is the evidence? Clin J Am Soc Nephrol. 2008;3 (Suppl 2):S87–S100. doi: 10.2215/CJN.03320807. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Etienney I, Vuong S, Si-Mohamed A, Flejou JF, Atienza P, Bauer P. Value of cytologic Papanicolaou smears and polymerase chain reaction screening for human papillomavirus DNA in detecting anal intraepithelial neoplasia: Comparison with histology of a surgical sample. Cancer. 2012;118:6031–6038. doi: 10.1002/cncr.27671. [DOI] [PubMed] [Google Scholar]
  • 28.Goldie SJ, Kuntz KM, Weinstein MC, Freedberg KA, Welton ML, Palefsky JM. The clinical effectiveness and cost-effectiveness of screening for anal squamous intraepithelial lesions in homosexual and bisexual HIV-positive men. JAMA. 1999;281:1822–1829. doi: 10.1001/jama.281.19.1822. [DOI] [PubMed] [Google Scholar]
  • 29.Patel HS, Silver AR, Northover JM. Anal cancer in renal transplant patients. Int J Colorectal Dis. 2007;22:1–5. doi: 10.1007/s00384-005-0023-3. [DOI] [PubMed] [Google Scholar]
  • 30.Walts AE, Thomas P, Bose S. Anal cytology: is there a role for reflex HPV DNA testing? Diagn Cytopathol. 2005;33:152–156. doi: 10.1002/dc.20212. [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 Table S1. Supplementary Table 1.

Frequency and incidence rates for HPV-related cancers among organ transplant recipients in the US, by selected characteristics

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