Skip to main content

ORIGINAL RESEARCH article

Front. Endocrinol., 18 February 2013
Sec. Cancer Endocrinology
This article is part of the Research Topic Testis cancer: genes, environment, hormones View all 10 articles

Cryptorchidism and testicular germ cell tumors: comprehensive meta-analysis reveals that association between these conditions diminished over time and is modified by clinical characteristics

  • 1Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
  • 2City of Hope National Medical Center, Duarte, CA, USA
  • 3St. Joseph Hospital, Orange, CA, USA
  • 4Children's Hospital Los Angeles, Los Angeles, CA, USA

Introduction: Risk of testicular germ cell tumors (TGCT) is consistently associated with a history of cryptorchidism (CO) in epidemiologic studies. Factors modifying the association may provide insights regarding etiology of TGCT and suggest a basis for individualized care of CO. To identify modifiers of the CO-TGCT association, we conducted a comprehensive, quantitative evaluation of epidemiologic data.

Materials and Methods: Human studies cited in PubMed or ISI Web of Science indices through December 2011 and selected unpublished epidemiologic data were reviewed to identify 35 articles and one unpublished dataset with high-quality data on the CO-TGCT association. Association data were extracted as point and 95% confidence interval estimates of odds ratio (OR) or standardized incidence ratio (SIR), or as tabulated data. Values were recorded for each study population, and for subgroups defined by features of study design, CO and TGCT. Extracted data were used to estimate summary risk ratios (sRR) and evaluate heterogeneity of the CO-TGCT association between subgroups.

Results: The overall meta-analysis showed that history of CO is associated with four-fold increased TGCT risk [RR = 4.1(95% CI = 3.6–4.7)]. Subgroup analyses identified five determinants of stronger association: bilateral CO, unilateral CO ipsilateral to TGCT, delayed CO treatment, TGCT diagnosed before 1970, and seminoma histology.

Conclusions: Modifying factors may provide insight into TGCT etiology and suggest improved approaches to managing CO. Based on available data, CO patients and their parents or caregivers should be made aware of elevated TGCT risk following orchidopexy, regardless of age at repair, unilateral vs. bilateral non-descent, or position of undescended testes.

Introduction

Cryptorchidism (CO), or undescended testis, affects approximately 3% of all male live births, making it one of the most common congenital disorders. Despite a high rate of spontaneous resolution during the first year of life, CO is firmly established as the primary risk factor for subsequent development of testicular germ cell tumors (TCGT) (John Radcliffe Hospital Study Group, 1992; Berkowitz et al., 1993; Thong et al., 1998; Paulozzi, 1999). TGCT are the most common form of malignancy among young men in the United States. Advances in systemic therapy have improved overall TGCT survival from 83% in 1975–1979 to 96% in 1999–2005 (Jemal et al., 2010). However, incidence of TGCT has nearly doubled during the same time period (Fast Stats), and it is now evident that significant sequelae include subfertility, (Walsh et al., 2009) sexual dysfunction, (Magelssen et al., 2006) and elevated risk of second malignancy (Moller et al., 1993; Fossa et al., 2005; Travis et al., 2005; Van den Belt-Dusebout et al., 2007). Therefore, a clear understanding of etiologic risk factors and more comprehensive risk stratification is a priority of TGCT research.

Risk of CO and TGCT are associated with additional disorders of the male reproductive system, hypospadias, and impaired spermatogenesis. This pattern is postulated to reflect origins of all of these conditions in errors of development of the fetal testis according to the testicular dysgenesis syndrome hypothesis, which elegantly accounts for experimental research identifying genetic and early environmental factors predisposing to these phenotypes in animal models (Skakkebæk et al., 2001). Little is currently known regarding the specific insults that may lead to elevated risk of individual and joint phenotypes in humans, or the stages of testicular development when such factors may act. In the present report we comprehensively reviewed the rich set of published observational data on co-occurrence of CO and TGCT as a first step in disentangling the complex associations among these related conditions.

Currently, little is known about the overall characterization of tumor risk in patients with a prior history of CO. Individual estimates of relative risk from the literature range from 1.35 (95% CI = 0.73–2.48) to 18 (95% CI = 12–26), (Miller and Seljelik, 1971; Mostofi, 1973; Morrison, 1976; Henderson et al., 1979; Loughlin et al., 1980; Schottenfeld et al., 1980; Wobbes et al., 1980; Fonger et al., 1981; Coldman et al., 1982; Depue et al., 1983; Mills et al., 1984; Pottern et al., 1985; Moss et al., 1986; Giwercman et al., 1987; Swerdlow et al., 1987, 1997; Gershman and Stolley, 1988; Strader et al., 1988; Thornhill et al., 1988; Haughey et al., 1989; Benson et al., 1991; Stone et al., 1991; United Kingdom Testicular Cancer Study Group (UK), 1994; Gallagher et al., 1995; Davies et al., 1996; Moller et al., 1996; Prener et al., 1996; Petridou et al., 1997; Sabroe and Olsen, 1998; Sigurdson et al., 1999; Weir et al., 2000; Stang et al., 2001; Bonner et al., 2002; Herrinton et al., 2003; Dieckmann and Pichlmeier, 2004; Kanto et al., 2004; Hardell et al., 2007; McGlynn et al., 2007; Myrup et al., 2007; Pettersson et al., 2007; Walschaerts et al., 2007; Dusek et al., 2008) suggesting significant differences in study design and/or heterogeneity of the effects of clinical characteristics which may impact risk of TGCT amongst males with CO. Potential modifying factors include anatomic location (abdominal vs. inguinal vs. ectopic) and laterality (unilateral vs. bilateral) of undescended testes, age at treatment, mode of treatment (spontaneous descent vs. hormones or orchiopexy), as well as temporal trends in TGCT risk, and tumor histology. Previous meta-analyses evaluating the CO-TGCT association have been limited to specific subsets of these factors (Castejon Casado et al., 2000; Walsh et al., 2007; Tuazon et al., 2008; Akre et al., 2009). We report a broader systematic review and meta-analysis of the overall association between CO-TGCT, and explore the possible impact of study design, temporal trends, and clinical features on this association.

Materials and Methods

The analysis followed specifications for meta-analysis of observational studies in epidemiology (Stroup et al., 2000) and adhere to PRISMA guidelines (Moher et al., 2009). The outcome was TGCT. The exposure was CO, defined as a testicle undescended at birth that subsequently descended spontaneously, was repositioned into the scrotum by orchiopexy or hormone therapy, or remained undescended. Subgroups were defined by features of study design, CO, and TGCT.

Study Selection

We searched the MEDLINE (National Library of Medicine, Bethesda, MD, USA) Pubmed interface without language restrictions for human studies published through December 2011, using key words “CO,” “undescended testicle,” “undescended testis,” “undescended testes,” “case-control study,” “cohort study” in combination with “testicular cancer,” “testicular carcinoma,” “testicular neoplasia,” “testis cancer,” “testis carcinoma,” “testis neoplasia,” reviewing also reports cited in retrieved articles and review articles, and by citation indices (ISI Web of Science) for these reports. We also sought high-quality unpublished data. The Review Protocol has not been registered.

Data Extraction and Coding

A genetic counselor and a statistician reviewed retrieved articles to determine eligibility for the meta-analysis, resolving conflicts by consensus among themselves and an epidemiologist. Data on study design, overall CO-TGCT associations, and subgroup-specific CO-TGCT associations were extracted systematically by a single reviewer and confirmed by two others. We eliminated redundant data arising from repeated publication, consulting original authors whenever possible.

We extracted published information on RRs relating CO to TGCT as follows: when provided, we recorded point estimates of the odds ratio (OR) for case-control studies and standardized incidence ratio (SIR) for cohort studies, with corresponding standard error or information from which it could be calculated (variance, CI, p-value). When only a point estimate was reported, we requested corresponding variance term from original authors. If the OR estimate was not provided, we calculated it from published tabular data.

Features of study design

We noted the following features of each study: data structure (case-control study of TGCT, cohort study of males born with CO, TGCT cases for whom frequency of CO was compared to external population), country where study was conducted, race/ethnicity of participants, and source of CO data (birth record, medical record before TGCT diagnosis, medical record at/following TGCT diagnosis, reported by participant and/or his mother). For case-control and cohort studies we noted source of reference group (population or population-based registry, hospital or neighborhood, friend). We distinguished published RR estimates extracted from those we calculated from published data; for published estimates, we tabulated covariates and matching variables in original analyses.

Features of cryptorchidism

When possible we extracted or calculated RR estimates of CO-TGCT association for subgroups defined by each of several features of CO: laterality of undescended testicle relative to TGCT (unilateral CO contralateral to tumor, unilateral CO with relation to tumor unspecified, unilateral CO ipsilateral to tumor, bilateral CO), level of maldescent (ectopic, inguinal, abdominal), whether definition of CO included spontaneous descent, means of resolving CO (spontaneous, orchiopexy or hormone therapy, remained undescended), and age at resolution. For this variable we used frequently published categories (0–9 years of age, 10–14 years, 10 years or older, 15 years or older) (United Kingdom Testicular Cancer Study Group (UK), 1994; Moller et al., 1996; Swerdlow et al., 1997) combining data from smaller intervals if provided (Swerdlow et al., 1997). Among studies with alternate cut points, one provided raw data from which we recalculated estimates within above strata (Herrinton et al., 2003); for four others (Pottern et al., 1985; Strader et al., 1988; Myrup et al., 2007; Pettersson et al., 2007) we assigned data to closest category corresponding to above strata (Table S3, footnotes b–d).

Features of testicular germ cell tumors

We extracted or calculated RR estimates for subgroups defined by histology (non-seminoma, non-seminoma/mixed germ cell tumor (GCT), mixed GCT, seminoma). A separate code for mixed GCT was introduced in 1990 (ICD-0-2), and tumors of mixed histology were previously coded as non-seminoma. Therefore, for studies including diagnoses before 1990, if authors did not specify that non-seminoma excluded mixed histology, we coded reported non-seminoma as “non-seminoma/mixed GCT.” As a measure of year of TGCT diagnosis, we determined midpoint of range of years of diagnosis among cases participating in each study.

Unpublished data

Original population-based case-control data (Lacson et al., 2012) were provided before publication. Briefly, 163 TGCT cases identified by the Los Angeles County Cancer Surveillance Program (CSP) and 284 age-matched neighborhood controls were enrolled. TGCT data (histologic type, laterality, age at diagnosis) were provided by the CSP, and CO data (laterality, age at resolution, mean of resolution) were provided by participants and their mothers during in-person interviews.

Statistical Analyses

Estimating overall and stratum-specific summary RR of CO-TGCT association

We conducted all meta-analyses using a random effects model, which accounts for between- and within-study variance thereby incorporating the conservative assumption that individual studies estimate different effect sizes (Sutton et al., 2000). We used STATA 8.0 (Stata Corp, College Station, TX) to weight natural log of each contributing OR or SIR estimate by the reciprocal of the corresponding variance. We used this technique to estimate overall and stratum-specific summary relative risk (sRR) estimates. Forest plots were graphed displaying each study's contribution to sRRs.

Meta-analyses were performed separately for case-control (Tables S2–S4, columns A) and cohort (Tables S2–S4, columns B) studies, with summary measures subsequently pooled. Resulting sRR estimates [Figures 1A, 2AC and 3AC; Tables S2–S4, columns C (boldface)] summarize available data on CO-TGCT associations from studies with reference groups judged comparable to cases. Other articles compared CO prevalence of TGCT cases with CO prevalence from external populations, rather than source population of the cases; limited comparability in such studies is now recognized as a potential source of severe bias (Rothman et al., 2008). We therefore summarized these data separately (Figure 1C; Tables S2–S4, column D).

FIGURE 1
www.frontiersin.org

Figure 1. Forest and funnel plots for overall association of testicular germ cell tumor (TGCT) risk with history of cryptorchidism (A) Forest plot for combined cohort and case-control data; (B) Funnel plot for combined cohort and case-control data; (C) Forest plot for TGCT case series data; (D) Funnel plot for TGCT case series data.

FIGURE 2
www.frontiersin.org

Figure 2. Forest plots of relative risk estimates relating cryptorchidism to risk of TGCT, stratified by features of cryptorchidism; (A) By laterality of cryptorchidism relative to tumor; (B) By method whereby cryptorchidism was resolved; (C) By age at treatment for cryptorchidism.

FIGURE 3
www.frontiersin.org

Figure 3. Forest plots of relative risk estimates relating cryptorchidism to risk of TGCT, stratified by features of TGCT; (A) By histologic type of tumor; (B) By year of TGCT diagnosis (midpoint for study); (C) By histologic type of tumor and year of TGCT diagnosis (midpoint for study). 1Mixed; 2Non-Seminoma; 3Non-seminoma+Mixed.

We implemented Egger's test of publication bias, assessed heterogeneity by appropriate p-value and I2 (Berkowitz et al., 1993) estimates, and assessed trends as described in Appendix Methods, along with procedures for imputation and sensitivity analysis.

Role of the Funding Source

Sponsors had no role in the design, implementation, or reporting of the research. Drs. Victoria K. Cortessis and Leslie Bernstein had full access to all of the original data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis.

Results

We identified 147 published articles reporting on both CO and TGCT in humans, eliminating those that did not provide data relating CO to TGCT risk (N = 95, not cited), or were duplicate reports of data included in the analysis (10 reports, Table S1). Data from 35 of the remaining 42 reports and raw data from one unpublished case-control study contributed to meta-analyses on which we base our inferences (Table 1A; Figure S1). We requested from authors of three of these reports (Moss et al., 1986; Strader et al., 1988; Swerdlow et al., 1987) standard error data corresponding to published histology stratum-specific point estimates, and received these for one (Strader et al., 1988). In all, data on 9542 TGCT cases contributed to the analyses. For historical interest, we separately summarized estimates from the remaining seven reports, whose authors compared CO among TGCT case-series with frequencies of CO measured outside source populations of the cases (Table 1B).

TABLE 1
www.frontiersin.org

Table 1. Epidemiologic studies of cryptorchidism and testicular germ cell tumors (TGCT) included in the meta-analysis.

Sensitivity analyses revealed that no single case-control or cohort study influenced either overall or stratum-specific estimates of RR sufficiently to alter interpretation (results not shown). Egger's tests revealed no evidence of publication bias among cohort data (p = 0.68), case-control data (p = 0.34), or these data types combined (p = 0.40); however, addition of data from the TGCT case series introduced an impression of substantial publication bias (p = 0.01). Visual inspection of Begg's funnel plots showed that while magnitude and standard error of RR estimates from most cohort and case-control studies (34 of 36) are within the 95% confidence limits (Figure 1B), this is true of a far smaller proportion of TGCT case-series (4 of 7, Figure 1D).

Overall CO-TGCT Association and Effects of Study Design

We estimated sRR of developing TGCT following a history of CO to be 4.0(95% CI = 3.4–4.6) in case-control studies (Table S2Ai) and 4.8(95% CI = 3.2–7.2) in cohort studies (Table S2Bi). The sRR estimated by pooling these results was 4.1(95% CI = 3.6–4.7), with 14% of the variance (I2) attributed to between-study heterogeneity (Figures 1A,B; Table S2Ci). By contrast, sRR estimated from studies that compared CO frequencies between TGCT case series and external populations was 14.8(95% CI = 10.7–20.4), with 86% of variance attributed to between-study heterogeneity (Figures 1C,D; Table S2Di).

Two additional features of study design appeared to modify sRR estimated among case-control and cohort studies: time CO was recorded, and inclusion of spontaneous descent in CO definition. The RR estimate was notably greater, 9.9(95% CI = 3.5–28.2), in the single study (Mills et al., 1984) that determined CO history from medical record entries made around the time of TGCT diagnosis, and substantially lower, 1.3(95% CI = 0.7–2.5), in the single study (Sabroe and Olsen, 1998) in which CO had been recorded at birth. This latter study was likely the only one to have included in the CO group a large proportion of men whose testes would have descended in the first months of life. The same study appeared to be largely responsible for modification by whether definition of CO included spontaneous descent (pheterogeneity = 0.002 for analysis including this study, pheterogeneity = 0.57 for analysis excluding it, Table S2Cvi). Accordingly, this study was a clear outlier in the funnel plot (Figure 1B), while all others fell very near or within the 95% confidence limits.

Modification by Features of Cryptorchidism

Several features of CO appeared to modify the CO-TGCT association (Figure 2; Table S3). Analyses stratified on laterality of undescended testes relative to TGCT revealed an apparent trend: sRR estimates increased steadily in progression from TGCT arising in testes contralateral to unilateral CO [sRR = 1.5(95% CI = 0.9–2.6)], on unspecified side relative to unilateral CO [sRR = 3.5(95% CI = 2.7–4.7)], ipsilateral to unilateral CO [sRR = 5.4(95% CI = 3.7–7.8)], and in either testis following bilateral CO [sRR = 9.8(95% CI = 6.2–15.7)] (Figure 2A; Table S3Ci). Data on anatomic location of undescended testes, provided for no case-control study and only one cohort study (Swerdlow et al., 1997), were insufficient to determine whether TGCT risk differs appreciably following abdominal vs. inguinal non-descent (Table S3Cii). Therefore, the meta-analysis did not confirm the report from a single TGCT case series (Stone et al., 1991) of far higher RR following abdominal non-descent (Table S3Dii).

In analyses stratified on means of resolving CO, estimates increased in the progression of testes that descended spontaneously [sRR = 1.3(95% CI = 0.9–1.8)], testes repositioned by surgery or hormone therapy [sRR = 4.7(95% CI = 3.7–6.1)], and testes remaining undescended [sRR = 6.2(95% CI = 3.7–10.4)] (Figure 2B; Table S3Ciii). Analyses stratified on both means of resolution and age at resolution suggested greater RR among those with older age at spontaneous descent or therapeutic resolution, although estimates for those who experienced spontaneous descent did not achieve statistical significance (Figure 2C and Table S3Civ).

Modification by Features of TGCT

Analyses relating CO to tumor histology were conducted first in a subset of data excluding three studies that reported “no difference” in RR of seminoma vs. non-seminoma without providing stratum-specific estimates. The results hinted that RR of seminoma may exceed that of non-seminoma (Table S4Ci). To minimize the possibility that systematic omission of data from studies reporting no difference had spuriously created this impression, we repeated this analysis using a fuller set of data that included values imputed for those studies; these results also suggested a stronger association of CO with seminoma (Figure 3A; Table S4Cii).

Analyses within strata defined by year of TGCT diagnosis suggest that magnitude of the CO-TGCT association diminished steadily from the 1950's forward. Highest sRR, 6.8(95% CI = 4.2–10.9), was estimated among studies with midpoint year of TGCT diagnosis in the 1950's, and lowest, 3.6(95% CI = 3.1–4.1), in studies with midpoint 1990 or later (ptrend< 0.001; Figure 3B; Table S4Ciii). Further stratification on histology, possible only for 1960's forward, revealed that this decrease results largely from a dramatic decrease in the CO-seminoma association [sRR = 9.3(95% CI = 4.0–21.8) for 1960–1969, sRR = 3.4(95% CI = 2.5–4.5) for 1990+; ptrend = 0.009), in contrast to no clear trend for other histologies (ptrend= 0.320) (Figure 3C; Table S4Civ).

Trends in Occurrence of Individual Conditions

Analyses of frequency of CO among controls participating in the case-control studies, (Morrison, 1976; Henderson et al., 1979; Loughlin et al., 1980; Schottenfeld et al., 1980; Coldman et al., 1982; Depue et al., 1983; Mills et al., 1984; Pottern et al., 1985; Moss et al., 1986; Swerdlow et al., 1987; Gershman and Stolley, 1988; Strader et al., 1988; Haughey et al., 1989; United Kingdom Testicular Cancer Study Group (UK), 1994; Gallagher et al., 1995; Davies et al., 1996; Moller et al., 1996; Prener et al., 1996; Petridou et al., 1997; Sabroe and Olsen, 1998; Weir et al., 2000; Stang et al., 2001; Bonner et al., 2002; Herrinton et al., 2003; Dieckmann and Pichlmeier, 2004; Hardell et al., 2007; McGlynn et al., 2007; Walschaerts et al., 2007; Dusek et al., 2008; Lacson et al., 2012) for which midpoint TGCT diagnosis years ranged from 1960's through 1990+, revealed no evidence that CO became more common among TGCT-free men during this period (ptrend = 0.295, data not shown).

Separate analyses of SEER 9 incidence data revealed that while annual age-standardized incidence of non-seminoma/mixed GCT increased over 28% (from 1.8 to 2.3 new diagnoses per 100,000) from 1973–1978 to 1994–1998, the increase in seminoma was far greater, 68% (from 2.2 to 3.7 per 100,000) during the same interval (Figure S2).

Discussion

Meta-analysis of data from case-control and cohort studies suggests that young men with a history of CO experience approximately 4-fold increased risk of TGCT. Estimates from TGCT case-series whose frequency of CO was compared with separate populations were regarded as unreliable; this practice may cause severe bias (Rothman et al., 2008), which may account for the far larger sRR and between-study variation estimated from these reports.

Addressing more subtle differences in study design, we found that sRR estimates from case-control and cohort studies were notably modified by methods used to determine a man's history of CO. The stronger association estimated in the single case-control study in which history of CO was determined from medical record notes made at TGCT diagnosis may have arisen from better recall of CO among cases than controls, since CO was a recognized TGCT risk factor when these diagnoses were made. Such recall bias may have contributed, also, to large effects reported for case series, because history of CO was similarly determined in all of these studies. Undescended testes that descended spontaneously in infancy would rarely be recorded in medical records after the neonatal period, or recalled by study participants or their mothers. We therefore anticipate that only the single study in which CO was recorded at birth (Sabroe and Olsen, 1998) would have identified a high proportion of men with this history. Weak CO-TGCT association reported in this study may indicate that boys born with CO whose testes descend spontaneously in early months experience TGCT risk approaching that of the general population. This possibility has implications for both managing CO and understanding origins of TGCT, so we hope that it will be explored further in retrospective cohorts for which there are detailed neonatal records.

The apparent modification of sRR by features of CO and TGCT may provide insight regarding TGCT etiology. Two general explanations for the CO-TGCT association have long been offered. The common cause hypothesis attributes the association to one or more unidentified etiologic factors shared by CO and TGCT, whereas the position hypothesis asserts that suprascrotal environment increases malignant potential of undescended testes. Hussman suggested two testable predictions of the position hypothesis (Husmann, 2005): (1) in unilateral CO, fully descended contralateral testes should not experience elevated TGCT risk, and (2) early orchiopexy should decrease TGCT risk. Regarding the first, we estimated a lesser sRR for contralateral testes [1.5(95% CI = 0.9–2.6)] than for ipsilateral testes [5.4(95% CI = 3.7–7.8)], suggesting a deleterious effect of suprascrotal position. Also consistent with positional effects, sRR among those with bilateral non-descent [9.8(95% CI = 6.2–15.7)] was, within statistical precision of the meta-analysis, indistinguishable from twice sRR of those with unilateral non-descent [2×sRRipsilateral = 10.8(7.4–15.6)]. However, published data are insufficient (24 cases in 7 studies) to rule out a small increase in risk to contralateral testes (e.g., 20%), as would be required to strictly affirm Hussman's first prediction. We note, however, that some true increase in risk to contralateral testes would not necessarily rule out the position hypothesis, because central responses to a single testis in a suprascotal position could, in theory, contribute to malignant potential of the contralateral testis. For example, in rodent models of unilateral CO created surgically, degenerative changes (Quinn, 1991; Zakaria et al., 1998) and altered gene expression (Iizuka et al., 1996) were demonstrated in contralateral, descended testes. A phenomenon observed in humans is also consistent with this possibility: among patients with unilateral TGCT who undergo biopsy of the contralateral testis, men with a history of CO are more often found to have the presumptive TGCT precursor carcinoma in situ testis/intra-tubular germ cell neoplasia than those without history of CO (Dieckmann and Loy, 1996). Regarding Hussman's second prediction, we observed greater TGCT risk among those who experienced later resolution. However, we cannot confidently conclude that deleterious effects of suprascrotal position are responsible. An alternate explanation, which we cannot rule out, is that men with earlier resolution of CO experienced as a group inherently lower risk of TGCT. This might occur, for example, if this group included a higher proportion of boys destined to experience spontaneous descent if therapeutic intervention had been delayed. Because elevated risk was observed, regardless of age at orchiopexy, the clinical significance of available data is that patients undergoing orchiopexy at any age should be closely monitored; thus along with their parents or primary care givers and primary care physicians, they should be made aware of the increased risk.

Unfortunately, published data could not distinguish between risks experienced by men with histories of abdominal vs. inguinal non-descent. These distinct phenotypes may provide a means of determining relevance to human CO and TGCT of animal models of CO with high (Hsieh-Li et al., 1995; Rijli et al., 1995; Good et al., 1997; Nef and Parada, 1999; Overbeek et al., 2001) or low (Hutson, 1986; Lahoud et al., 2001) non-descent resulting from disruption of specific genes. If found to be relevant to human CO and TGCT, these models may become valuable tools in TGCT research, which has long suffered from absence of animal models of common forms of TGCT (Oosterhuis and Looijenga, 2005). Therefore, documenting position of undescended testes before orchiopexy may be useful for future research and in follow-up of men with a history of CO, particularly in the era of electronic medical records.

Modification by features of TGCT may suggest etiologic heterogeneity of these tumors.

Morrison (1976) apparently first suggested that CO is more strongly associated with seminoma than non-seminoma, although subsequent reports were inconsistent. The meta-analysis suggested greater RR for seminoma than for non-seminoma, and an intermediate value for mixed GCT, by addressing a far larger set of data than any single study and treating mixed GCT as a distinct histologic type. Although mechanisms underlying this pattern remain unknown, this finding suggests that tumors of distinct histologic types may have separate etiologies and/or result from events at different developmental stages. This possibility accords with the far more dramatic decreases in the CO-seminoma association observed over time. This trend, together with the observation that incidence of seminoma has risen more rapidly than that of non-seminoma/mixed GCT (Figure S2), raises the intriguing possibility that increasing occurrence of seminoma may involve increasing exposure to unidentified environmental factors through processes unrelated to CO.

In conclusion, this meta-analysis provides a detailed quantitative summary of available high-quality observational data on the association between CO and TGCT, including observations that can no longer be made due to trends toward younger age at CO repair and increasing TGCT incidence. Results of subgroup analyses indicate possible future directions in understanding both stratification of TGCT risk among boys born with undescended testes and TGCT etiology. Meta analyses addressing features of CO suggest that while bilateral CO is associated with nearly twice the TGCT risk as unilateral CO, data are inadequate to assess the role of anatomic position of the undescended testis. Early repair is associated with lower TGCT risk, but published data do not provide a basis for recommending optimal time of repair or to determine whether optimal repair can reduce risk to baseline. Therefore, all CO patients and their families should be counseled to be aware of future risk. Additional data are needed to affirm the possibility that TGCT risk is not elevated among boys whose testes descend spontaneously after birth. Results of subgroup analyses addressing features of TGCT suggest multiple pathways to malignancy and indicate considerable heterogeneity in risk of TGCT following CO. Both possibilities warrant mechanistic examination using contemporary tools of molecular biology.

Dedication

The authors dedicate this report in memory of the life and work of our esteemed colleague, Dr. Brian E. Hardy.

Conflict of Interest Statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Acknowledgments

This work was supported by grants California Cancer Research Program grants 99-00505V-10260 and 03-00174VRS-30021 and the National Cancer Institute grant CA102042 to Dr. Victoria K. Cortessis from the National Cancer Institute and a grant from the Whittier Foundation to the Norris Comprehensive Cancer Center.

Supplementary Material

The Supplementary Material for this article can be found online at: http://www.frontiersin.org/Cancer_Endocrinology/10.3389/fendo.2012.00182/abstract

References

Akre, O., Pettersson, A., and Richiardi, L. (2009). Risk of contralateral testicular cancer among men with unilaterally undescended testis: a meta-analaysis. Int. J. Cancer 124, 687–689.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Benson, R. C. Jr., Beard, C. M., Kelalis, P. P., and Kurland, L. T. (1991). Malignant potential of the cryptorchid testis. Mayo Clin. Proc. 66, 372–378.

Pubmed Abstract | Pubmed Full Text

Berkowitz, G. S., Lapinski, R. H., Dolgin, S. E., Gazella, J. G., Bodian, C. A., and Holzman, I. R. (1993). Prevalence and natural history of cryptorchidism. Pediatrics 92, 44–49.

Pubmed Abstract | Pubmed Full Text

Bonner, M. R., McCann, S. E., and Moysich, K. B. (2002). Dietary factors and the risk of testicular cancer. Nutr. Cancer 44, 35–43.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Castejon Casado, J., Jimenez Alvarez, C., Alaminos Mingorance, M., Valladares Mendias, J. C., and Fernandez Valades, R. (2000). Cancer-cryptorchism meta-analysis. Cir. Pediatr. 13, 92–96.

Pubmed Abstract | Pubmed Full Text

Coldman, A. J., Elwood, J. M., and Gallagher, R. P. (1982). Sports activities and risk of testicular cancer. Br. J. Cancer 46, 749–756.

Pubmed Abstract | Pubmed Full Text

Coupland, C. A., Chilvers, C. E., Davey, G., Pike, M. C., Oliver, R. T., and Forman, D. (1999). Risk factors for testicular germ cell tumours by histological tumour type. United Kingdom Testicular Cancer Study Group. Br. J. Cancer 80, 1859–1863.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Davies, T. W., Palmer, C. R., Ruja, E., and Lipscombe, J. M. (1996). Adolescent milk, dairy product and fruit consumption and testicular cancer. Br. J. Cancer 74, 657–660.

Pubmed Abstract | Pubmed Full Text

Depue, R. H., Pike, M. C., and Henderson, B. E. (1983). Estrogen exposure during gestation and risk of testicular cancer. J. Natl. Cancer Inst. 71, 1151–1155.

Pubmed Abstract | Pubmed Full Text

Dieckmann, K. P., and Loy, V. (1996). Prevalence of contralateral testicular intraepithelial neoplasia in patients with testicular germ cell neoplasms. J. Clin. Oncol. 14, 3126–3132.

Pubmed Abstract | Pubmed Full Text

Dieckmann, K. P., and Pichlmeier, U. (2004). Clinical epidemiology of testicular germ cell tumors. World J. Urol. 22, 2–14.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Dusek, L., Abrahamova, J., Lakomy, R., Vyzula, R., Koptikova, J., Pavlik, T., et al. (2008). Multivariate analysis of risk factors for testicular cancer: a hospital-based case-control study in the Czech Republic. Neoplasma 55, 356–368.

Pubmed Abstract | Pubmed Full Text

Fast Stats. An Interactive Tool for Access to SEER Cancer Statistics. Surveillance Research Program, National cancer Institute. Available online at: http://seer.cancer.gov/faststats

Fonger, J. D., Filler, R. M., Rider, W. D., and Thomas, G. M. (1981). Testicular tumours in maldescended testes. Can. J. Surg. 24, 353–355.

Pubmed Abstract | Pubmed Full Text

Fossa, S. D., Chen, J., Schonfeld, S. J., McGlynn, K. A., McMaster, M. L., Gail, M. H., et al. (2005). Risk of contralateral testicular cancer: a population-based study of 29, 515 U.S. men. J. Natl. Cancer Inst. 97, 1056–1066.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Gallagher, R. P., Huchcroft, S., Phillips, N., Hill, G. B., Coldman, A. J., Coppin, C., et al. (1995). Physical activity, medical history, and risk of testicular cancer (Alberta and British Columbia, Canada). Cancer Causes Control 6, 398–406.

Pubmed Abstract | Pubmed Full Text

Gershman, S. T., and Stolley, P. D. (1988). A case-control study of testicular cancer using Connecticut tumour registry data. Int. J. Epidemiol. 17, 738–742.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Giwercman, A., Grindsted, J., Hansen, B., Jensen, O. M., and Skakkebaek, N. E. (1987). Testicular cancer risk in boys with maldescended testis: a cohort study. J. Urol. 138, 1214–1216.

Pubmed Abstract | Pubmed Full Text

Good, D. J., Porter, F. D., Mahon, K. A., Parlow, A. F., Westphal, H., and Kirsch, I. R. (1997). Hypogonadism and obesity in mice with a targeted deletion of the Nhlh2 gene. Nat. Genet. 15, 397–401.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Hardell, L., Carlberg, M., Ohlson, C. G., Westberg, H., Eriksson, M., and Hansson Mild, K. (2007). Use of cellular and cordless telephones and risk of testicular cancer. Int. J. Androl. 30, 115–122.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Haughey, B. P., Graham, S., Brasure, J., Zielezny, M., Sufrin, G., and Burnett, W. S. (1989). The epidemiology of testicular cancer in upstate New York. Am. J. Epidemiol. 130, 25–36.

Pubmed Abstract | Pubmed Full Text

Henderson, B. E., Benton, B., Jing, J., Yu, M. C., and Pike, M. C. (1979). Risk factors for cancer of the testis in young men. Int. J. Cancer 23, 598–602.

Pubmed Abstract | Pubmed Full Text

Herrinton, L. J., Zhao, W., and Husson, G. (2003). Management of cryptorchism and risk of testicular cancer. Am. J. Epidemiol. 157, 602–605.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Hsieh-Li, H. M., Witte, D. P., Weinstein, M., Branford, W., Li, H., Small, K., et al. (1995). Hoxa 11 structure, extensive antisense transcription, and function in male and female fertility. Development 121, 1373–1385.

Pubmed Abstract | Pubmed Full Text

Husmann, D. A. (2005). Cryptorchidism and its relationship to testicular neoplasia and microlithiasis. Urology 66, 424–426.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Hutson, J. M. (1986). Testicular feminization: a model for testicular descent in mice and men. J. Pediatr. Surg. 21, 195–198.

Pubmed Abstract | Pubmed Full Text

Iizuka, A., Park, M. K., and Mori, T. (1996). Effects of unilateral cryptorchidism on the expression of gonadotropin receptor mRNA. Biochem. Biophys. Res. Commun. 221, 290–294.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Jemal, A., Siegel, R., Xu, J., and Ward, E. (2010). Cancer statistics, 2010. CA Cancer J. Clin. 60, 277–300.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

John Radcliffe Hospital Study Group. (1992). Cryptorchidism: a prospective study of 7500 consecutive male births, 1984–1988. Arch. Dis. Child. 67, 892–899.

Pubmed Abstract | Pubmed Full Text

Kanto, S., Hiramatsu, M., Suzuki, K., Ishidova, S., Saito, H., Yamada, S., et al. (2004). Risk factors in past histories and familial episodes related to development of testicular germ cell tumor. Int. J. Urol. 11, 640–646.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Lacson, J. C., Carroll, J. D., Tuazon, E., Castelao, E. J., Bernstein, L., and Cortessis, V. K. (2012). Population-based case-control study of recreational drug use and testis cancer risk confirms an association between marijuana use and nonseminoma risk. Cancer 118, 5374–5383.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Lahoud, M. H., Ristevski, S., Venter, D. J., Jermiin, L. S., Bertoncello, I., Zararsek, S., et al. (2001). Gene targeting of Desrt, a novel ARID class DNA-binding protein, causes growth retardation and abnormal development of reproductive organs. Genome Res. 11, 1327–1334.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Loughlin, J. E., Robboy, S. J., and Morrison, A. S. (1980). Risk factors for cancer of the testis. N. Engl. J. Med. 303, 112–113.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Magelssen, H., Brydoy, M., and Fossa, S. D. (2006). The effects of cancer and cancer treatments on male reproductive function. Nat. Clin. Pract. Urol. 3, 312–322.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

McGlynn, K. A., Sakoda, L. C., Rubertone, M. V., Sesterhenn, I. A., Lyu, C., Grabard, B. I., et al. (2007). Body size, dairy consumption, puberty, and risk of testicular germ cell tumors. Am. J. Epidemiol. 165, 355–363.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Miller, A., and Seljelik, R. (1971). Histopathologic classification and natural history of malignant testis tumors in Norway, 1959–1963. Cancer 28, 1054–1062.

Pubmed Abstract | Pubmed Full Text

Mills, P. K., Newell, G. R., and Johnson, D. E. (1984). Testicular cancer associated with employment in agriculture and oil and natural gas extraction. Lancet 1, 207–210.

Pubmed Abstract | Pubmed Full Text

Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., and The PRISMA Group. (2009). Preferred reporting items for systematic reviews and meta-analysis: the PRISMA statement. PLoS Med. 6:e1000097. doi: 10.1371/journal.pmed.1000097

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Moller, H., Mellemgaard, A., Jacobsen, G. K., Pedersen, D., and Storm, H. H. (1993). Incidence of second primary cancer following testicular cancer. Eur. J. Cancer 29A, 672–676.

Pubmed Abstract | Pubmed Full Text

Moller, H., Prener, A., and Skakkebaek, N. E. (1996). Testicular cancer, cryptorchidism, inguinal hernia, testicular atrophy, and genital malformations: case-control studies in Denmark. Cancer Causes Control 7, 264–274.

Pubmed Abstract | Pubmed Full Text

Morrison, A. S. (1976). Cryptorchidism, hernia, and cancer of the testis. J. Natl. Cancer Inst. 56, 731–733.

Pubmed Abstract | Pubmed Full Text

Moss, A. R., Osmond, D., Bacchetti, P., Torti, F. M., and Gurgin, V. (1986). Hormonal risk factors in testicular cancer. A case-control study. Am. J. Epidemiol. 124, 39–52.

Pubmed Abstract | Pubmed Full Text

Mostofi, F. K. (1973). Proceedings: testicular tumors. Epidemiologic, etiologic, and pathologic features. Cancer 32, 1186–1201.

Pubmed Abstract | Pubmed Full Text

Myrup, C., Schnack, T. H., and Wohlfahrt, J. (2007). Correction of cryptorchidism and testicular cancer. N. Engl. J. Med. 357, 825–827. author reply: 825–827.

Pubmed Abstract | Pubmed Full Text

Nef, S., and Parada, L. F. (1999). Cryptorchidism in mice mutant for Insl3. Nat. Genet. 22, 295–299.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Oosterhuis, J. W., and Looijenga, L. H. (2005). Testicular germ-cell tumours in a broader perspective. Nat. Rev. Cancer 5, 210–222.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Overbeek, P. A., Gorlov, I. P., Sutherland, R. W., Houston, J. B., Harrison, W. R., Boettger-Tong, H. L., et al. (2001). A transgenic insertion causing cryptorchidism in mice. Genesis 30, 26–35.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Paulozzi, L. J. (1999). International trends in rates of hypospadias and cryptorchidism. Environ. Health Perspect. 107, 297–302.

Pubmed Abstract | Pubmed Full Text

Petridou, E., Roukas, K. I., Dessypris, N., Aravantinos, G., Bafaloukos, D., Efraimidis, A., et al. (1997). Baldness and other correlates of sex hormones in relation to testicular cancer. Int. J. Cancer 71, 982–985.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Pettersson, A., Richiardi, L., Nordenskjold, A., Kaijser, M., and Akre, O. (2007). Age at surgery for undescended testis and risk of testicular cancer. N. Engl. J. Med. 356, 1835–1841.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Pottern, L. M., Brown, L. M., Hoover, R. N., Javapour, N., O'Connell, K. J., Stutzman, R. E., et al. (1985). Testicular cancer risk among young men: role of cryptorchidism and inguinal hernia. J. Natl. Cancer Inst. 74, 377–381.

Pubmed Abstract | Pubmed Full Text

Prener, A., Engholm, G., and Jensen, O. M. (1996). Genital anomalies and risk for testicular cancer in Danish men. Epidemiology 7, 14–19.

Pubmed Abstract | Pubmed Full Text

Quinn, F. M. (1991). Evaluation of the scrotal testis before and after orchidopexy in experimental unilateral cryptorchidism. J. Pediatr. Surg. 26, 602–606.

Pubmed Abstract | Pubmed Full Text

Rijli, F. M., Matyas, R., Pellegrini, M., Dierich, A., Gruss, P., Dolle, P., et al. (1995). Cryptorchidism and homeotic transformations of spinal nerves and vertebrae in Hoxa-10 mutant mice. Proc. Natl. Acad. Sci. U.S.A. 92, 8185–8189.

Pubmed Abstract | Pubmed Full Text

Rothman, K. J., Greenland, S., and Lash, T. L. (2008). Modern Epidemiology, 3rd Edn. Philadelphia PA: Lippincott Williams & Wilkins.

Sabroe, S., and Olsen, J. (1998). Perinatal correlates of specific histological types of testicular cancer in patients below 35 years of age: a case-cohort study based on midwives' records in Denmark. Int. J. Cancer 78, 140–143.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Schottenfeld, D., Warshauer, M. E., Sherlock, S., Zauber, A. G., Leder, M., and Payne, R. (1980). The epidemiology of testicular cancer in young adults. Am. J. Epidemiol. 112, 232–246.

Pubmed Abstract | Pubmed Full Text

Sigurdson, A. J., Chang, S., Annegers, J. F., Duphorne, C. M., Pillow, P. C., Amato, R. J., et al. (1999). A case-control study of diet and testicular carcinoma. Nutr. Cancer 34, 20–26.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Skakkebæk, N. E., Rajpert-De Meyts, E., and Main, K. M. (2001). Testicular dysgenesis syndrome: an increasingly common developmental disorder with environmental aspects. Hum. Reprod. 16, 972–978.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Stang, A., Ahrens, W., Bromen, K., Baumgardt-Elms, C., Jahn, I., Stegmaier, C., et al. (2001). Undescended testis and the risk of testicular cancer: importance of source and classification of exposure information. Int. J. Epidemiol. 30, 1050–1056.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Stone, J. M., Cruickshank, D. G., Sandeman, T. F., and Matthews, J. P. (1991). Laterality, maldescent, trauma and other clinical factors in the epidemiology of testis cancer in Victoria, Australia. Br. J. Cancer 64, 132–138.

Pubmed Abstract | Pubmed Full Text

Strader, C. H., Weiss, N. S., Daling, J. R., Karagas, M. R., and McKnight, B. (1988). Cryptorchidism, orchiopexy, and the risk of testicular cancer. Am. J. Epidemiol. 127, 1013–1018.

Pubmed Abstract | Pubmed Full Text

Stroup, D. F., Berlin, J. A., Morton, S. C., Olkin, I., Williamson, G. D., and Rennie, D. (2000). Meta-analysis of observational studies in epidemiology: a proposal for reporting. Meta-analysis Of Observational Studies in Epidemiology (MOOSE) group. JAMA 283, 2008–2012.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Sutton, A. J., Abrams, K. R., Jones, D. R., Sheldon, T. A., and Song, F. (2000). Methods for Meta-Analysis in Medical Research. West Sussex, England: John Wiley and Sons Ltd.

Swerdlow, A. J., Higgins, C. D., and Pike, M. C. (1997). Risk of testicular cancer in cohort of boys with cryptorchidism. BMJ 314, 1507–1511.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Swerdlow, A. J., Huttly, S. R., and Smith, P. G. (1987). Testicular cancer and antecedent diseases. Br. J. Cancer 55, 97–103.

Pubmed Abstract | Pubmed Full Text

Thong, M., Lim, C., and Fatimah, H. (1998). Undescended testes: incidence in 1, 002 consecutive male infants and outcome at 1 year of age. Pediatr. Surg. Int. 13, 37–41.

Pubmed Abstract | Pubmed Full Text

Thornhill, J. A., Conroy, R. M., Kelly, D. G., Walsh, A., Fennelly, J. J., and Fitzpatrick, J. M. (1988). An evaluation of predisposing factors for testis cancer in Ireland. Eur. Urol. 14, 429–433.

Pubmed Abstract | Pubmed Full Text

Travis, L. B., Fossa, S. D., Schonfeld, S. J., McMaster, M. L., Lynch, C. F., Storm, H., et al. (2005). Second cancers among 40, 576 testicular cancer patients: focus on long-term survivors. J. Natl. Cancer Inst. 97, 1354–1365.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Tuazon, E., Banks, K., Koh, C. J., De Filippo, R. E., Chang, A., Hardy, B. E., et al. (2008). Re: prepubertal orchiopexy for cryptorchidism may be associated with lower risk of testicular cancer. J. Urol. 180, 783–784.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

United Kingdom Testicular Cancer Study Group (UK). (1994). Aetiology of testicular cancer: association with congenital abnormalities, age at puberty, infertility, and exercise. BMJ 308, 1393–1399.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Van den Belt-Dusebout, A. W., de Wit, R., Gietema, J. A., Horenblas, S., Louwman, M. W., Ribot, J. G., et al. (2007). Treatment-specific risks of second malignancies and cardiovascular disease in 5-year survivors of testicular cancer. J. Clin. Oncol. 25, 4370–4378.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Walschaerts, M., Muller, A., Auger, J., Bujan, L., Guerin, J. F., Le Lannou, D., et al. (2007). Environmental, occupational and familial risks for testicular cancer: a hospital-based case-control study. Int. J. Androl. 30, 222–229.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Walsh, T. J., Croughan, M. S., Schembri, M., Chan, J. M., and Turek, P. J. (2009). Increased risk of testicular germ cell cancer among infertile men. Arch. Intern. Med. 169, 351–356.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Walsh, T. J., Dall'Era, M. A., Croughan, M. S., Carroll, P. R., and Turek, P. J. (2007). Prepubertal orchiopexy for cryptorchidism may be associated with lower risk of testicular cancer. J. Urol. 178, 1440–1446.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Weir, H. K., Marrett, L. D., Kreiger, N., Darlington, G. A., and Sugar, L. (2000). Pre-natal and peri-natal exposures and risk of testicular germ-cell cancer. Int. J. Cancer 87, 438–443.

Pubmed Abstract | Pubmed Full Text | CrossRef Full Text

Wobbes, T., Schraffordt Koops, H., and Oldhoff, J. (1980). The relation between testicular tumours, undescended testes, and inguinal hernias. J. Surg. Oncol. 14, 45–51.

Pubmed Abstract | Pubmed Full Text

Zakaria, O., Shono, T., Imajima, T., and Suita, S. (1998). Fertility and histological studies in a unilateral cryptorchid rat model during early and late adulthood. Br. J. Urol. 82, 404–407.

Pubmed Abstract | Pubmed Full Text

Keywords: testicular neoplasms, cryptorchidism, seminoma, non-seminoma, meta-analysis

Citation: Banks K, Tuazon E, Berhane K, Koh CJ, De Filippo RE, Chang A, Kim SS, Daneshmand S, Davis-Dao C, Lewinger JP, Bernstein L and Cortessis VK (2013) Cryptorchidism and testicular germ cell tumors: comprehensive meta-analysis reveals that association between these conditions diminished over time and is modified by clinical characteristics. Front. Endocrin. 3:182. doi: 10.3389/fendo.2012.00182

Received: 30 September 2012; Paper pending published: 22 October 2012;
Accepted: 20 December 2012; Published online: 18 February 2013.

Edited by:

Carlo Foresta, University of Padova, Italy

Reviewed by:

Marialuisa Appetecchia, Regina Elena National Cancer Institute IRCCS, Italy
Francesco Lombardo, University of Rome “La Sapienza,” Italy

Copyright © 2013 Banks, Tuazon, Berhane, Koh, De Filippo, Chang, Kim, Daneshmand, Davis-Dao, Lewinger, Bernstein and Cortessis. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in other forums, provided the original authors and source are credited and subject to any copyright notices concerning any third-party graphics etc.

*Correspondence: Victoria K. Cortessis, Department of Preventive Medicine, University of Southern California, 1441 Eastlake Avenue, MC-9175, Los Angeles, CA 90089-9175, USA. e-mail: cortessi@usc.edu

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.