Research Article | Open Access
Klaus-Peter Dieckmann, Hanna Simonsen-Richter, Magdalena Kulejewski, Petra Anheuser, Henrik Zecha, Hendrik Isbarn, Uwe Pichlmeier, "Serum Tumour Markers in Testicular Germ Cell Tumours: Frequencies of Elevated Levels and Extents of Marker Elevation Are Significantly Associated with Clinical Parameters and with Response to Treatment", BioMed Research International, vol. 2019, Article ID 5030349, 22 pages, 2019. https://doi.org/10.1155/2019/5030349
Serum Tumour Markers in Testicular Germ Cell Tumours: Frequencies of Elevated Levels and Extents of Marker Elevation Are Significantly Associated with Clinical Parameters and with Response to Treatment
Introduction. Although serum tumor markers beta human chorionic gonadotropin (bHCG), alpha-fetoprotein (AFP), and lactate dehydrogenase (LDH) are well-established tools for the management of testicular germ cell tumours (GCTs), there are only few data from contemporary cohorts of primary GCT patients regarding these biomarkers. Our aim was to evaluate marker elevations in testicular GCTs and to document their associations with various clinical characteristics. Patients and Methods. A total of 422 consecutive patients with GCTs were retrospectively analysed regarding serum levels of bHCG, AFP, and LDH during the course of treatment. Additionally, the following characteristics were recorded: histology, age, laterality, clinical stage (CS), pT-stage, and tumour size. Marker elevations were first tabulated in dichotomized way (elevated: yes/no) in various subgroups and second as continuous measured serum values. Descriptive statistical methods were employed to look for differences among subgroups and for associations of elevations with clinical parameters. Results. In all GCT patients, the frequencies of elevated levels of bHCG, AFP, LDH, and bHCG or AFP were 37.9%, 25.6%, 32.9%, and 47.6%; in pure seminomas 28%, 2.8%, 29.1%, and 30.3%; and in nonseminoma 53.0%, 60.1%, 38.7%, and 73.8%. Significant associations were noted with pT-stages >pT1, clinical stages >CS1, tumour size, and younger age. Frequencies of marker elevations dropped significantly after treatment, but LDH levels remained elevated in 30.5%-34.1%. Relapsing patients (n=27) had elevated levels of bHCG, AFP, and LDH in 25.9%, 22.2%, and 29.6%, respectively, thirteen of whom with a changed marker pattern. Conclusions. The classical GCT-biomarkers correlate with treatment success. Clinical utility is limited due to proportions of < 50% of patients with elevated levels and the low specificity of LDH. The elevation rates are significantly associated with histology, clinical and pT-stages, tumour size, and younger age. Individual marker patterns may change upon relapse. Clinically, ideal biomarkers are yet to be found.
Serum tumour markers alpha fetoprotein (AFP), beta human chorionic gonadotropin (bHCG), and lactate dehydrogenase (LDH) represent valuable tools for the clinical management of testicular germ cell tumours (GCTs) . They were first introduced into clinical practice in the 1970s [2, 3] and became international standard tools with the world wide implementation of the immunologically based ELISA measurement technique . According to current guidelines, serum tumour markers are used to assist timely diagnosis of GCT, to accurately stage the disease, to assess the prognostic category of metastasized GCTs, to monitor treatment success, and finally to detect relapse during follow-up [5, 6]. bHCG is a 38 kDa glycoprotein produced by syncytiotrophoblastic giant cells mainly in chorionic carcinoma . AFP is a 70 kDa glycoprotein produced by cells of the yolk sac tumour and rarely by embryonal carcinoma [8, 9]. LDH is a glycolytic enzyme that is present in all cells of the human body and that is released from cells upon cell death. Due to its unspecific origin, the clinical usefulness of LDH is less than that of the other two markers [10, 11]. Clinical data relating to the three markers were mostly generated in the last century [2, 3], subsequently reviewed, and finally included into guidelines . Based on the biological diversity of GCTs, it was early recognized that not all GCTs have elevations of these markers  and that the frequencies of elevation correlate with histology and tumour burden [4, 14, 15]. A recent meta-analysis revealed a prevalence rate of LDH in 40-60% of all GCT cases . AFP is exclusively found to be elevated in 10-60% of nonseminomatous GCTs. BHCG is elevated in 10-40% of nonseminomas and in 15-20% of seminomas while prevalence rates apparently depend on clinical stages . Surprisingly few original data are available relating to contemporary patient cohorts, also the associations of marker positivity with clinical parameters is incompletely understood. Therefore, the aim of the present study was to perform a survey on the frequency of tumour marker elevations in a large contemporary cohort of unselected primary GCT patients and to analyse the associations of marker positivity with various clinical characteristics.
2. Patients and Methods
The charts of 422 consecutive patients of European ancestry undergoing treatment for testicular GCT at Albertinen-Krankenhaus, Hamburg, during 2000–2017 were retrospectively evaluated for the serum levels of bHCG, AFP, and LDH at the following five points of time during the course of treatment: at diagnosis, after orchiectomy but before any further treatment, (if applicable) after the first cycle of chemotherapy, (if applicable) after completion of further therapy, and (if applicable) at the time of relapse. In addition, the following parameters were registered: histology of GCT (seminoma, nonseminoma), age at presentation (years), localization (left/ right side), pathological local tumour stage (pT-stage) defined as pT1 or >pT1 (pT 2-4) according to the UICC classification of 2002 , clinical stage (CS, Lugano classification), and size of primary tumour (cm). The control group, as previously reported, consisted of 208 patients, aged 18–55 years with other urological diagnoses except for malignant diseases . All of the blood aspirations had been done during routine clinical examinations of the patients. All investigations were performed in compliance with the Helsinki Declaration of the World Medical Association (as amended by the 64th General Assembly, 2013). Ethical approval for the study was given by the institutional ethical committee (U1b/2016). All of the measurements of the serum marker levels had been performed in a clinical routine laboratory with commercially available enzyme immune assay kits. During the time span of evaluation, the provider of laboratory kits had been changed twice for economic reasons, and the upper limits of norm (ULN) thus changed accordingly. To overcome the problem of changing normal ranges during the time span of evaluation, we registered all of the individual serum levels as x-fold value of the corresponding ULN.
We addressed the following questions: at the time of diagnosis of GCT, how many patients had elevations of either bHCG, or AFP, or LDH, or any combination of the three? Are the frequencies of marker elevation and the extents of marker elevation associated with histology, age, clinical stages, pT-stages, tumour size, or localisation? How do prevalence rates and marker level extents change during the course of treatment? How many of the relapsing patients have elevated markers and is the marker pattern at relapse identical with that of first diagnosis?
2.1. Statistical Methods
Individual data were initially registered in a database using MS Excel software. Final analysis was performed with SAS software package version 9.4 (SAS Institute, Cary, NC, USA) on windows platform.
To assess associations of marker elevations with tumour size, we defined the following five size-categories: ≤ 1 cm; >1 -2 cm; >2 – 4 cm; >4 – 6 cm; >6 cm. Patients’ ages were categorized as follows: ≤20 yrs; >20 – 30 yrs; >30 – 40 yrs; >40 – 50 yrs; > 50 yrs. Clinical stages were categorized as CS1, CS2a,b, CS2c, and CS3, and in a further analysis, into CS1 and >CS1. Each analysis comprised of two steps, first a dichotomized evaluation of the various groups with documenting if marker elevation was present or not (yes/ no; prevalence rate), and second if appropriate, the recording of serum levels (x-fold of ULN) as continuous variables (i.e., extent of marker elevation). Marker prevalence rates are reported as relative proportions with 95% confidence intervals (CIs). Comparisons of proportions were performed with the chi-square test. Comparisons of continuous variables were done with the Mann-Whitney U test and the Kruskal Wallis test in case of two and at least three groups, respectively. The McNemar Test was employed for comparisons of prevalence rates at two different time-points whereas the Friedman test was applied for time-dependent comparison of continuous variables.
3.1. Marker Prevalence Rates, Extent of Marker Elevations, and Associations with Histology and Stages
In the entire cohort of GCT patients, the dichotomized evaluation revealed elevations of bHCG, AFP, and LDH, or elevation of any of the three markers in 37.9% (95%CI 33.3 – 42.8%), 25.6% (95%CI 21.6 – 30.1%), 32.9% (95%CI 28.5-37.7%), and 59.5% (54.6 – 64.2%), respectively. The rates of all other marker combinations and other details are given in Tables 1 and 2. Prevalence rates of bHCG and LDH were significantly higher in advanced pT-stages (>pT1). In the entire GCT population and also in both histological subgroups, prevalence rates of each of the three markers and of all combinations thereof were significantly higher in clinical stages > CS1. Localisation (left/right) was not associated with marker elevation. Prevalence rates of each of the markers were significantly higher in nonseminoma than in seminoma (see Table 2 for details). 28% of seminoma patients had elevations of bHCG. As reported previously, very few seminoma patients (2.8%) had elevations of AFP that were obviously unrelated to the malignant disease . In nonseminoma patients, prevalence rates of all three markers and combinations thereof were significantly higher in advanced clinical stages (> CS1) than in localized disease. In seminoma, this was also true for bHCG and LDH.
chi square test for comparisons.
Chi square test for comparisons of subgroups.
Median serum levels (x-fold of ULN) of both, bHCG and AFP, were significantly higher in nonseminoma than in seminoma (details in Table 3). As illustrated in Figures 1(a) and 1(b), the number of greatly elevated bHCG levels (>10x of ULN) is much higher in nonseminoma than in seminoma. Most of the bHCG elevations in seminoma represent serum values below 10-fold of ULN. Marker levels were associated with clinical stages in the cohort of all GCT patients. The levels of all three markers were lowest in CS1 and highest in CS3 with intermediate levels in CS2. Figures 2(a) and 2(b) exemplify the correlation of bHCG levels with clinical stages in seminoma and nonseminoma. The differences of median marker levels among clinical stages were statistically significant with respect to all of the three markers. Comparison of the median marker levels of CS1 patients with the median levels of all metastasized patients (>CS1) revealed significant differences regarding bHCG and LDH but not AFP in both seminoma and nonseminoma.
Mann-Whitney U test for comparisons of subgroups; Min minimum value, Max maximum value, ULN upper limit of norm, Q1: first quartile, Q3: third quartile.
3.2. Association of Marker Elevations with Tumour Size and with Age
In the cohorts of all CS1 GCT patients (n=280) and of those with CS1 seminoma (n=201), the dichotomized evaluation revealed significantly higher prevalence rates of bHCG and LDH, respectively, with increasing tumour size (Table 4). In CS1 nonseminoma (n=79), prevalence rates of all of the three markers and of all combinations thereof significantly increased with increasing tumour size.
Chi square test for comparisons of subgroup.
Likewise, the extent of marker elevation (x-fold of ULN) is significantly associated with tumour size (Table 5 and Figures 3(a) and 3(b)). AFP-levels increased significantly with increasing tumour size in nonseminoma. Levels of bHCG and LDH increased significantly with increasing tumour size in the group of all GCT patients with CS1.
Mann-Whitney U Test for comparisons of subgroups.
Regarding age, the dichotomized evaluation revealed a significant inverse association with prevalence rates of bHCG and AFP (Table 6) in the cohort of all GCT patients. Highest rates were found in the age groups below the age of 30 years, and significantly lower rates were observed in older age groups. By contrast, LDH positivity was almost identical in all age groups. Clearly graded frequency rates in the five age groups with descending order towards older age groups were noted for the combined prevalence of both AFP and bHCG.
(a) Frequencies of elevated marker levels rates in age groups
Chi square test for comparison of groups.
(b) Extent of marker elevation in relation to age
Kruskal Wallis-Test for comparisons of groups; ULN upper limit of norm; min lowest marker level in this group; max highest marker level in this group; Q1 first quartile; Q3 third quartile.
The extent of elevation of AFP and bHCG was likewise significantly associated with age, showing the highest levels in patients younger than 20 years and lowest levels in those aged 50 years or more (Table 6(b), Figures 4(a) and 4(b)). Noteworthy, LDH levels did not show any association with age.
3.3. Marker Elevation Rates in Response to Treatment and in Relapsing Patients
In repeat measurements of patients with CS1 before and after orchiectomy, the dichotomized evaluation showed significant reduction of elevation rates of all three markers after surgery (Table 7). At completion of adjuvant therapy elevation rates of bHCG and AFP further decreased to 1-1.3% while LDH elevation rates remained in the range of 10%, in both seminoma and nonseminoma. Likewise, with regard to extent of marker elevation, the median values dropped significantly from the time of diagnosis to the time of completion of treatment (data not shown).
aMcNemar Test for comparisons of expression rates with rate before orchiectomy.
In metastasized disease (CS2-3), orchiectomy resulted in a small but significant decrease of frequencies of elevated levels of bHCG and LDH but not of AFP in all GCT patients and in the nonseminoma subgroup (Table 8(a)). The dichotomized evaluation further disclosed a significant decrease of the prevalence rates of all three markers after one course of chemotherapy in all GCT and in nonseminomas. At completion of therapy, only very few cases (2.8% - 4.5%) still had elevated levels of bHCG and AFP. But notably, 30.5% of all patients (34.1% of nonseminomas) with metastases at first diagnosis had persisting elevations of LDH at completion of therapy.
p-value: McNemar test for comparisons of expression rates; all comparisons relate to time-point 1
time-point1: before orchiectomy
time-point 2: after orchiectomy
time-point 3: after first cycle of chemotherapy (not all patients had chemotherapy)
time-point 4: at completion of therapy.
(b) Changes of median marker levels during treatment in all GCT patients with metastases (>CS1)
p-value: Friedman Test for comparison of marker levels at four time-points; ULN upper limit of norm; Q1 lower quartile; Q3 upper quartile
time-point 1: before orchiectomy
time-point 2: after orchiectomy
time-point 3: after first cycle of chemotherapy, if applicable; not all patients had chemotherapy
time-point 4: at completion of therapy.
Likewise, median measured serum levels of all three markers decreased significantly from diagnosis to completion of therapy in the entire GCT group (Table 8(b), Figures 5(a) and 5(b)). The very clear-cut drop of marker levels upon treatment of nonseminoma is illustrated in Figures 5(c) and 5(d).
Table 9(a) shows the dichotomized evaluation of marker prevalence in patients with and without relapses. In 48.1% of the relapsing patients at least one of the 3 markers was elevated. At the time of first diagnosis there were no significant differences of marker elevation rates between the patients faring without relapse and those destined to experience relapse in the later course. At the time of relapse, the frequencies of marker elevations were not significantly different from those observed in the same patients at the time of diagnosis.
(a) Frequencies of elevated marker levels in relapsing patients
Chi square-Test for comparison of marker expression rates among relapsing patients and those without relapse
Mc-Nemar-Test for comparison of marker expression rates of relapsing patients at different time points.
(b) Marker levels of nonseminoma patients with relapse
Mann-Whitney U Test for comparison of median serum marker levels.
The median marker levels of the nonseminoma patients going to have relapse were not significantly different from those faring without relapse at the time of first diagnosis (Table 9(b)). Likewise, the median marker levels of the relapsing patients at the time of diagnosis were not significantly different from the levels found at relapse.
In 27 of the 32 relapsing patients serial marker levels were available (Table 10). The pattern of marker elevations noted at diagnosis was found converted in 13 patients at the time of relapse. Looking only to elevations of bHCG and AFP, 5 patients lost positivity of these markers at relapse while 3 patients without bHCG elevation at diagnosis presented with bHCG elevation at relapse.
The present investigation is the most comprehensive analysis of serum tumour marker elevation rates in germ cell tumours to date. The results are somehow unique because the study features the findings in unselected patients managed in a primary care setting during the first two decades of this century. There are four central results. (1) The elevation rates of each of the markers AFP, bHCG, and LDH in the entire GCT population are clearly less than 50%, and even the elevation of any of the three markers is encountered in less than 60% of patients. (2) The marker elevation rate is significantly associated with histological subgroups, clinical stages, local pathological (pT) stages, with size of the primary tumour, and younger age. (3) The well-known association of marker levels with response to treatment was confirmed, but notably, LDH remained elevated despite cure in more than 30% of patients. (4) At relapse, nearly one-half of the patients had elevated serum makers; however, the pattern of markers changed in almost half of these patients.
4.1. Marker Elevation Rates in Histologic Subgroups
The biosynthesis of AFP is confined to yolk sac tumour components of nonseminomatous GCTs while bHCG is produced in syncytiotrophoblastic-like cells occurring in both nonseminomas and seminomas [8, 38]. LDH is unspecific and secreted by all kinds of GCT cells  and a number of other cancers [40, 41]. Because of the histologic variability of GCTs, not all of the patients do actually have measurable serum levels of these markers . Accordingly, most of the studies on markers in GCT report frequencies of marker elevations separately for nonseminomas and pure seminomas, respectively [27, 43].
Regarding the entire cohort of GCT patients, we observed elevations of bHCG, LDH, and AFP in 37.9%, 32.9%, and 25.6%, respectively. Elevation of either AFP or bHCG was found in 47.6% and elevation of any of the three markers in 59.5%. These results closely mirror the results of a recent German study on potential new markers . Only few other studies report frequencies of marker elevations relating to the entire GCT population. Lippert and Javadpour observed rates of 65%, 63%, and 59% for bHCG, AFP, and LDH, respectively, and a rate of 82% for the combination of all three markers . These rates are much higher than those found in our series. This difference most probably relates to the higher proportion of nonseminomas in that series and the higher proportion of cases with advanced disease. Our results are almost identical with the findings of a Spanish study  that represented a population-based patient series like ours. Different results were observed in a national survey in the US (n=1113) where only 16.5% of GCT patients were found to have AFP elevations. In the same study, bHCG elevations were found in 33.5% and a somewhat higher rate of LDH elevations of 41.3% . Conversely, an AFP elevation rate of 26.2% of all GCT patients was reported from Denmark in a population of 603 patients while only 19% of GCT patients had bHCG elevations in that study . Also in discordance with our results are the findings of a German series of 145 GCT patients where AFP elevations were noted in 35.7%, while bHCG and LDH were within the range of the present report . In a study on 1100 Japanese patients with GCT, elevations of bHCG, AFP, and LDH were reported in 57.2%, 25.7%, and 52.7%, respectively . The low rate of AFP elevation rate mirrors the findings of our series, but the comparatively high elevation rates of bHG and LDH are at variance. The differences among these studies probably relate to dissimilar proportions of histologic subtypes and to different stage distributions in the corresponding patient samples. Putatively, ethnic and geographic differences of the various populations studied can also explain the variation of marker elevation rates among the reported studies. Accordingly, in a recent cohort of Chinese GCT patients, prevalence rates of elevated bHCG levels and AFP-levels were reported to be as high as 70% and 48%, respectively . Yet, these data show that the over-all frequency of tumour marker elevation is less than 50% regarding all GCT patients at least in those of Caucasian descent and even the elevation rate of any of the markers is encountered in less than 60%. This lack of marker positivity in roughly one-half of the GCT patients fueled the search for novel markers in the past, and actually, the recently identified microRNA-371a-3p and allied markers appear to constitute a promising novel serum tumour marker [28, 44, 49].
Regarding tumour marker elevation rates in nonseminomas, AFP had the highest rate with 60.1% of our cases. BHCG and LDH were elevated in 53% and 38.7%, respectively. Either bHCG or AFP was elevated in 73.8% and any marker elevation was observed in 81.5%. These data mirror the pivotal study of Lippert and Javadpour from 1981 . Our data are also in line with the results of a large Spanish study where AFP was found to be the most prevalent marker in nonseminoma with 70% while bHCG was elevated in 53% . There is a marked paucity of systematic investigations of tumour markers in GCT reported in this century . Table 11 summarizes twelve studies of reasonable size that provide data on marker measurements in nonseminoma patients [17–23, 25, 26, 28, 30]. Elevated AFP-levels were observed in 52 to 72%. BHCG elevation rates are clearly lower than those of AFP with rates of 30 to 63%. LDH was specified in only two studies where rates 36% to 59% were found in nonseminoma [28, 45].
In seminoma, we found bHCG elevations in 28% of patients. Table 12 summarizes results from other investigations [17, 18, 23, 25, 26, 28–35]. BHCG elevation rates range from 7% to 35% of seminoma cases. The LDH elevation rate of 29% in our patients accords with the rate of 34% reported by Weissbach  but a Norwegian study reported a higher rate of 46% . Overall, patients with seminoma have significantly lower elevation rates of all tumour markers than patients with nonseminoma. Accordingly, the median serum level of bHCG was significantly lower in seminoma than in nonseminoma because many of the seminoma patients have only slightly elevated serum levels of this marker (Figures 1(a) and 1(b)). While the proportion of patients having elevated LDH levels is significantly higher in nonseminoma (38.7%) than in seminoma (29.1%), the median measured LDH serum levels of the two subgroups are not different from each other. The data accumulated here suggest that about 30% of seminoma patients have elevated levels of bHCG or LDH. Thus, these markers are helpful only for a minority of patients and from a clinical point of view a more sensitive marker would be desirable.
4.2. Association of Tumour Markers with Clinical Characteristics
The elevation rates of all of the three markers were significantly associated with clinical stages in the cohort of all GCT patients. Median measured serum levels of the three markers are likewise associated with clinical stages showing the lowest levels in CS1 and the highest in CS3. Noteworthy, in the cohort of nonseminoma patients, elevation rates of bHCG and LDH are associated with stages but AFP is not. In nonseminoma, CS1 cases and those with higher stages (>CS1) have almost identical proportions of cases with elevated AFP of 62.5% and 58%, respectively. These findings are in accordance with data reported by Kausitz et al. who observed almost identical elevation rates of AFP in nonseminoma patients with CS1 and in those with higher stages (>CS1) . Likewise, the median serum levels of AFP are not significantly different among clinical stages in our series. Our findings are in conflict with an early report of Skinner and Scardino who noted higher rates of elevations of both bHCG and AFP in CS3 than in CS2 cases but found only rates of 7% and 9% in CS1 cases with positivity for bHCG and AFP . However, in that series only postorchiectomy measurements of the markers were considered. Our findings are also in contrast to the report of the International Germ Cell Cancer Consensus Group (IGCCCG) where the three different prognostic groups of GCT patients had clearly graded median serum levels of tumor markers . The reason why the median AFP-levels of our nonseminoma patients were not different among the clinical stages is unclear. However, a chance finding must be considered because our series comprised of a much lower number of metastasized patients (n=141) than the IGCCCG meta-analysis (>5000).
Generally, higher rates of marker elevation in advanced clinical stages had first been noted by Lippert and Javadpour in 1980  and this association of marker elevation rates with clinical staging was confirmed by many other investigators [17, 18, 20, 21, 24, 30, 51, 53, 54]. The most probable biological reason for this association is the increase of marker-producing tumour cells with increasing clinical stages.
Regarding pT-stages, elevation rates of bHCG and LDH are significantly higher in GCT patients with advanced pT-stages (>pT1) than in those with organ confined tumours (pT1), but notably the rates of AFP are not. Likewise, median measured serum levels of bHCG and LDH were associated with pT-staging but again, AFP-levels were not. The associations of bHCG and LDH with pT-staging are in accordance with biological expectations because, usually, pT1 stage denotes a tumour confined to the testicular compartment, the tumour has not yet invaded the vascular drainage system and many of these tumours are rather small. Thus, the frequencies of tumour marker elevations as well as the median measured marker levels in peripheral serum are expected to be lower in this group than in advanced local tumour stages where the malignancy has gained access to surrounding structures. The reason why AFP is not associated with pT-staging in the whole group of GCT patients is probably the lack of production of this marker in the large subgroup of seminoma. No previous study has so far reported the association of tumour marker elevation rates and median marker levels with pT-staging.
In line with the correlation of pT-staging with the frequencies of marker elevations is our finding of increasing marker elevation rates with increasing tumour sizes. In the cohort of GCT patients with CS1, the association is significant for bHCG and LDH, only, whereas in the nonseminomas, the elevation rates of all of the three markers are significantly associated with tumour size. Association of the extent of marker level elevation with tumour size was found for AFP in the nonseminoma group and for bHCG and LDH in the entire GCT group (Figures 3(a) and 3(b)). These associations mirror the association of marker elevation rates with clinical stages and with pT-staging and are likewise most probably caused by the higher numbers of marker-producing cells in the larger primary tumours. Significantly higher rates of elevated LDH levels had previously been noted in patients with tumours larger than 6 cm than in those with smaller primaries . A significant correlation between primary tumour size and the extent of AFP and bHCG elevation was reported in a small Spanish study in 1984 , but no further systematic evaluations of this issue have been reported to date.
A novel finding is the inverse association of elevation rates of AFP and bHCG with age in the entire group of GCT patients; i.e., young patients have higher rates of elevated tumour markers than the older ones. This result contrasts with the reported higher rates of bHCG elevations in the older age groups of the healthy male population . But obviously, in elderly healthy males only mildly elevated levels will be encountered and these elevations are always associated with increased levels of luteinizing hormone (LH), indicating chemical cross reactions with that hormone in the presence of late onset hypogonadism. LDH is not associated with age. In the nonseminoma group, only AFP is associated with age. Likewise, the median serum levels of AFP and bHCG are associated with age in the entire GCT cohort (Figures 4(a) and 4(b)). In nonseminoma, only AFP-levels are significantly associated with age. Again, LDH is not associated with age regarding the median measured serum levels. The biological background for this finding is probably the high incidence of AFP-producing yolk sac tumours and bHCG producing choriocarcinomas in the younger patients while the nonsecreting seminomas predominate in the older age groups. LDH is synthesized by all histological subgroups of GCT and therefore no age predisposition is found for this marker.
4.3. Marker Elevation Rates in Response to Treatment and at Relapse
A premier role of serum tumor markers is to monitor the course of clinical management and to early herald success or treatment failure [1, 4, 11, 58]. Accordingly, marker decline indicating response to therapy has been documented in the very early reports after the upcoming of the three markers [17, 42, 59–70]. In accordance with these reports, we observed significant decreases of elevation rates of all three markers after orchiectomy in CS1 patients with further dropping to rates around 1% after completion of treatment (i.e., after adjuvant therapy) regarding bHCG and AFP. Notably, the LDH elevation rate did not drop to that extent. This marker kept having positivity rates of around 10% after completion of treatment in both seminoma and nonseminoma. In systemic disease (CS>1) a very similar decrease of elevation rates is observed. The rates of bHCG and AFP revealed decreases after each step of treatment to finish with rates around 3% at completion of treatment. By contrast, the frequency of LDH elevation showed only some decrease in response to treatment but the serum levels remained elevated in around 30% after entering complete remission in both seminoma and nonseminoma. Such false-positive elevations of LDH in tumour-free patients have been noted earlier . Median measured marker levels showed significant decreases in response to treatment with respect to all three markers (Figures 4(a) and 4(b)). One would have expected zero elevation rates of the markers after successful treatment because at this time-point no cancer cells are expected to exist anymore and produce any marker substances. The persisting very low rates of AFP and bHCG elevation after treatment of GCT may be explained by some few treatment failures and or by the well-known low rate of false positive elevation of AFP and bHCG in men without active GCT . Overall, our findings plainly confirm the value of AFP and bHCG for monitoring treatment of GCT in those cases where the markers are elevated. As noted earlier, LDH is much more unspecific for GCT than AFP and bHCG because this enzyme is released from cells of many organs of the body at apoptosis. Notably, as many as 8.2% of young men of our control group without malignancy had elevations of LDH. Accordingly, the persisting elevation rates of 10 – 34% after GCT treatment in the absence of disease are a striking finding . One reason for the persisting elevation of LDH in a substantial number of patients could be the known quite long half-life of this enzyme. In contrast to AFP and bHCG, the LDH decay is rather long with 1 – 3 weeks and, moreover, it may vary with clinical staging . Thus, the persisting high rates of LDH elevation after treatment may relate to prolonged decay but may also indicate the low specificity of this marker for GCT. In all, the usefulness of LDH in clinical management of GCT must obviously be questioned as already stated by other authorities [73–75].
Increasing marker levels during follow-up may herald recurrent disease, as demonstrated by many authors [17, 18, 20, 22, 42, 50, 76–78] although its use in seminoma had been questioned [34, 79, 80]. In our study, there were slightly lower frequencies of marker elevation at the time of relapse than at the time of first diagnosis but these differences were not significant, statistically. This observation is in accordance with previous reports [22, 81, 82]. It is of clinical relevance that among the 27 patients developing relapse almost half of whom (13 of 27) experienced a change of the individual marker pattern. This finding is at variance with a Spanish investigation that reported only one-third of relapsing patients with changed marker patterns  and a Dutch study with only 3 of 17 relapsing patients developing a change of the marker pattern . The possible pattern change upon relapse underscores the need for measuring the serum levels of all markers during follow-up.
Limitations of our study relate to a possible selection bias because of the retrospective design. Some of the various subgroups tested involve only small patient numbers allowing for statistical chance results in some calculations. On the other hand, strengths of the study involve the large number of cases examined, the completeness of data sets in more than 90% of cases, and the exceptional quantity of detailed information collected.
AFP and bHCG are valuable tools for the clinical management of GCTs but LDH is clearly of limited value. A major shortcoming of these markers is the low frequency of elevated serum levels in less than 50% in the entire cohort of GCT patients. The frequencies of elevated marker levels rates are significantly associated with histology, higher clinical stages, and other clinical factors such as younger age, higher pT-stages, and primary tumour size. Serum levels of AFP and bHCG decrease in response to therapy while LDH continues to be expressed in around 30% of patients after entering complete remission. At relapse only one-quarter of patients have elevated levels of AFP or bHCG, and importantly, the individual marker pattern changed in comparison to that at first diagnosis in almost one half of these patients.
Current guidelines recommend the measurement of the three serum markers discussed herein as one cornerstone of the clinical management of testicular cancer [6, 11]. However, a promising new generation of serum biomarkers of GCTs such as serum levels of microRNAs is presently waiting for clinical implementation. As recently documented, these new epigenetic markers particularly serum levels of microRNA-371a-3p outperform the classical markers by far with a sensitivity of 90.1% and a specificity of 94.0% [28, 83]. Due to its exceptionally high sensitivity, this marker—in contrast to the classical markers—may aid in establishing the primary diagnosis of GCT . As the microRNA-371a-3p is also elevated in 82% of patients with recurrent disease, this marker may also be helpful for the early detection of relapses . Clearly, the traditional markers of GCT are currently indispensable for the clinical management of GCT despite their limitations. But, serum levels of microRNA-371a-3p represent a possibly more powerful tool and the future will show if bHCG, AFP, and LDH will be supplemented or even replaced by the new generation of markers.
The raw data of the present work can be freely accessed at https://www.albertinen.de/krankenhaeuser/albertinen_krankenhaus/zentren_kliniken_institute/Urologie_uroonkologie/forschung_studien.
Conflicts of Interest
None of the authors declares any conflict of interests with publishing this work.
Klaus-Peter Dieckmann: conception and design of the study, supervision, and manuscript writing. Hanna Simonsen-Richter: acquisition of data and statistical analysis. Magdalena Kulejewski: acquisition of data and interpretation of data. Petra Anheuser: coinitiating the study and acquisition of data. Henrik Zecha: supervision, drafting of manuscript, and interpretation of data. Hendrik Isbarn: statistical analysis, drafting of manuscript, and interpretation of data. Uwe Pichlmeier: statistical analysis, drafting of manuscript, and interpretation of data. Klaus-Peter Dieckmann and Hanna Simonsen-Richter contributed equally to this work. All authors have approved the final version of the manuscript.
Profs. Thomas Loening and Guido Sauter and their staffs performed the histopathological examinations. The authors are grateful to Mr. Dirk Mumm and the staff of Albertinen Central Laboratory for cooperation regarding the interpretation of serum marker values. Dr. Raphael Ikogho assisted in assembling clinical data.
- M. J. Murray, R. A. Huddart, and N. Coleman, “The present and future of serum diagnostic tests for testicular germ cell tumours,” Nature Reviews Urology, vol. 13, no. 12, pp. 715–725, 2016.
- P. H. Lange, K. R. McIntire, T. A. Waldmann, T. R. Hakala, and E. E. Fraley, “Serum alpha fetoprotein and human chorionic gonadotropin in the diagnosis and management of nonseminomatous germ-cell testicular cancer,” The New England Journal of Medicine, vol. 295, no. 22, pp. 1237–1240, 1976.
- N. Javadpour, K. R. McIntire, and T. A. Waldmann, “Immunochemical determination of human chorionic gonadotropin and alpha-fetoprotein in sera and tumors of patients with testicular cancer,” National Cancer Institute Monograph, vol. 49, pp. 209–213, 1978.
- P. H. Lange and H. N. Winfield, “Biological markers in urologic cancer,” Cancer, vol. 60, no. 3 S, pp. 464–472, 1987.
- R. J. Motzer, E. Jonasch, N. Agarwal et al., “Testicular cancer, version 2.2015,” Journal of the National Comprehensive Cancer Network, vol. 13, no. 6, pp. 772–799, 2015.
- P. Albers, W. Albrecht, F. Algaba et al., “Guidelines on testicular cancer: 2015 update,” European Urology, vol. 68, no. 6, pp. 1054–1068, 2015.
- U. Dunzendorfer and C. Jurincic, “Quantification of alpha-fetoprotein and beta-HCG in testis tumor patients,” Urologia Internationalis, vol. 42, no. 4, pp. 248–253, 1987.
- G. K. Jacobsen and M. Jacobsen, “Alpha-fetoprotein (AFP) and human chorionic gonadotropin (HCG) in testicular germ cell tumours,” Acta Pathologica Microbiologica Scandinavica Series A :Pathology, vol. 91, pp. 183–190, 1983.
- M. C. Mir, N. Pavan, and M. L. Gonzalgo, “Current clinical applications of testicular cancer biomarkers,” Urologic Clinics of North America, vol. 43, no. 1, pp. 119–125, 2016.
- T. D. Gilligan, J. Seidenfeld, E. M. Basch et al., “American society of clinical oncology clinical practice guideline on uses of serum tumor markers in adult males with germ cell tumors,” Journal of Clinical Oncology, vol. 28, no. 20, pp. 3388–3404, 2010.
- R. Leão, A. E. Ahmad, and R. J. Hamilton, “Testicular cancer biomarkers: a role for precision medicine in testicular cancer,” Clinical Genitourinary Cancer, vol. 17, no. 1, pp. e176–e183, 2019.
- C. M. Sturgeon, M. J. Duffy, U.-H. Stenman et al., “National academy of clinical biochemistry laboratory medicine practice guidelines for use of tumor markers in testicular, prostate, colorectal, breast, and ovarian cancers,” Clinical Chemistry, vol. 54, no. 12, pp. e11–e79, 2008.
- R. D. White, S. Karian, W. Ki Hong, and C. A. Olsson, “Testis tumor markers: How accurate are they?” The Journal of Urology, vol. 125, no. 5, pp. 661–663, 1981.
- G. Lieskovsky and D. G. Skinner, “Significance of serum lactic dehydrogenase in stages B and C non-seminomatous testis tumors,” The Journal of Urology, vol. 123, no. 4, pp. 516-517, 1980.
- T. A. Masterson, K. R. Rice, and S. D. W. Beck, “Current and future biologic markers for disease progression and relapse in testicular germ cell tumors: A review,” Urologic Oncology: Seminars and Original Investigations, vol. 32, no. 3, pp. 261–271, 2014.
- Y. Ehrlich, S. D. W. Beck, R. S. Foster, R. Bihrle, and L. H. Einhorn, “Serum tumor markers in testicular cancer,” Urologic Oncology: Seminars and Original Investigations, vol. 31, no. 1, pp. 17–23, 2013.
- J. J. Szymendera, J. Zborzil, L. Sikorowa, J. Leńko, J. A. Kamińska, and A. Gadek, “Evaluation of five tumor markers (AFP, CEA, hCG, hPL and SP1) in monitoring therapy and follow-up of patients with testicular germ cell tumors,” Oncology, vol. 40, no. 1, pp. 1–10, 1983.
- B. Nørgaard-Pedersen, H. P. Schultz, J. Arends et al., “Tumour markers in testicular germ cell tumours five-year experience from the DATECA study 1976-1980,” Acta Oncologica, vol. 23, no. 4, pp. 287–294, 1984.
- S. D. Fosså, N. Aass, and O. Kaalhus, “Testicular cancer in young norwegians,” Journal of Surgical Oncology, vol. 39, no. 1, pp. 43–63, 1988.
- J. Bassoulet, P. Pabot du Chatelard, I. Ricordel, J. L. Auberget, M. C. Guillemot, J. Merrer et al., “Biological markers and germinal tumors of the testis. Value and limitations of the assay of chorionic gonadotrophin hormone and alpha-fetoprotein,” Journal of Urology, vol. 94, no. 8, pp. 393–396, 1988 (French).
- P. Fargeot, “Germ cell testicular tumors. Three therapeutic periods,” Bull Cancer Paris, vol. 77, no. 4, pp. 331–339, 1990.
- J. Kausitz, D. Ondrus, V. Belan, and J. Matoska, “Monitoring of patients with non-seminomatous germ cell tumors of the testis by determination of alpha-fetoprotein and beta-human chorionic gonadotropin levels and by computed tomography,” Neoplasma, vol. 39, no. 6, pp. 357–361, 1992.
- N. Javadpour, “Current status of tumor markers in testicular cancer. A practical review,” European Urology, vol. 21, no. 1, pp. 34–36, 1992.
- J. N. Kulkarni and M. R. Kamat, “Value of tumor markers in nonseminomatous germ cell tumor of the testis,” European Urology, vol. 24, no. 2, pp. 166–171, 1993.
- J. R. Germà-Lluch, X. Garcia del Muro, P. Maroto et al., “Clinical pattern and therapeutic results achieved in 1490 patients with germ-cell tumours of the testis: The experience of the Spanish Germ-Cell Cancer Group (GG),” European Urology, vol. 42, no. 6, pp. 553–563, 2002.
- A. Neumann, T. Keller, D. Jocham, and C. Doehn, “Human placental alkaline phosphatase (hPLAP) is the most frequently elevated serum marker in testicular cancer,” Aktuelle Urologie, vol. 42, no. 5, pp. 311–315, 2011 (German).
- C. Rothermundt, C. Thurneysen, R. Cathomas, B. Müller, W. Mingrone, A. Hirschi-Blickenstorfer et al., “Baseline characteristics and patterns of care in testicular cancer patients: first data from the Swiss Austrian German Testicular Cancer Cohort Study (SAG TCCS),” Swiss Medical Weekly, vol. 148, 2018.
- K. P. Dieckmann, A. Radtke, L. Geczi, C. Matthies, P. Anheuser, U. Eckardt et al., “Serum levels of microRNA-371a-3p (M371 Test) as a new biomarker of testicular germ cell-tumors: Results of a prospective multicentric study,” Journal of Clinical Oncology, 2019.
- W. Kuber, X. Tang, and R. Bussar-Maatz, “Krankheitsverlauf bei Patienten mit HCG-aktivem Seminom,” in Register und Verbundstudie für Hodentumoren - Bonn Ergebnisse einer prospektiven Untersuchung, L. Weißbach and Hildenbrand, Eds., pp. 275–286, W. Zuckschwerdt Verlag, Munich, Germany, 1982.
- C. Kratzik, Tumormarker (AFP und HCG), vol. 28, pp. 137-158, Beitr Onkol, Karger Verlag, Basel, 1988.
- K.-P. Dieckmann, W. Düe, and H. W. Bauer, “Seminoma testis with elevated serum Beta-HCG-a category of germ-cell cancer between seminoma and nonseminoma,” International Urology and Nephrology, vol. 21, no. 2, pp. 175–184, 1989.
- A. Fosså and S. D. Fosså, “Serum lactate dehydrogenase and human choriogonadotrophin in seminoma,” British Journal of Urology, vol. 63, no. 4, pp. 408–415, 1989.
- U. Rüther, B. Rothe, K. Grunert et al., “Role of human chorionic gonadotropin in patients with pure seminoma,” European Urology, vol. 26, no. 2, pp. 129–133, 1994.
- L. Weissbach, R. Bussar-Maatz, and K. Mann, “The value of tumor markers in testicular seminomas. Results of a prospective multicenter study,” European Urology, vol. 32, no. 1, pp. 16–22, 1997.
- A. Sanchís Bonet, E. Golmayo Muñoz-Delgado, F. J. Ortiz Vico, J. C. Tamayo Ruiz, and M. Sánchez Chapado, “Analysis of clinical-pathologic variables, staging and prognostic groups, and therapeutic results of 106 germ-cell testicular tumors,” Archivos Españoles de Urología, vol. 64, no. 10, pp. 972–980, 2011 (Spanish).
- C. Wittekind, “TNM-Klassifikation der Hodentumoren Definitionen und Voraussetzungen einer richtigen Anwendung,” Pathologe, vol. 35, no. 3, pp. 252–255, 2014.
- K.-P. Dieckmann, P. Anheuser, H. Simonsen, and D. Höflmayer, “Pure testicular seminoma with non-pathologic elevation of alpha fetoprotein: a case series,” Urologia Internationalis, vol. 99, no. 3, pp. 353–357, 2017.
- A. Lempiäinen, A. Sankila, K. Hotakainen, C. Haglund, C. Blomqvist, and U. Stenman, “Expression of human chorionic gonadotropin in testicular germ cell tumors,” Urologic Oncology, vol. 32, no. 5, pp. 727–734, 2014.
- F. E. Von Eyben, “Laboratory markers and germ cell tumors,” Critical Reviews in Clinical Laboratory Sciences, vol. 40, no. 4, pp. 377–427, 2003.
- R. D. Goldman, N. O. Kaplan, and T. C. Hall, “Lactic dehydrogenase in human neoplastic tissues,” Cancer Research, vol. 24, pp. 389–399, 1964.
- D. V. Wood, V. Verala, M. Palmquist, and F. Weber, “Serum lactic dehydrogenase and isoenzymes in clinical cancer,” Journal of Surgical Oncology, vol. 5, no. 3, pp. 251–275, 1973.
- P. T. Scardino, H. D. Cox, T. A. Waldmann, K. R. Mcintire, B. Mittemeyer, and N. Javadpour, “The value of serum tumor markers in the staging and prognosis of germ cell tumors of the testis,” The Journal of Urology, vol. 118, no. 6, pp. 994–999, 1977.
- N. Javadpour, “The role of biologic tumor markers in testicular cancer,” Cancer, vol. 45, no. 7, pp. 1755–1761, 1980.
- K. P. Dieckmann, A. Radtke, M. Spiekermann et al., “Serum levels of MicroRNA miR-371a-3p: a sensitive and specific new biomarker for germ cell tumours,” European Urology, vol. 71, no. 2, pp. 213–220, 2017.
- M. C. Lippert and N. Javadpour, “Lactic dehydrogenase in the monitoring and prognosis of testicular cancer,” Cancer, vol. 48, no. 10, pp. 2274–2278, 1981.
- B. J. Kennedy, J. D. Schmidt, D. P. Winchester, B. L. Peace, N. Natarajan, and C. Mettlin, “National survey of patterns of care for testis cancer,” Cancer, vol. 60, no. 8, pp. 1921–1930, 1987.
- T. Miki, K. Kamoi, H. Fujimoto et al., “Clinical characteristics and oncological outcomes of testicular cancer patients registered in 2005 and 2008: The first large-scale study from the cancer registration committee of the japanese urological association,” International Journal of Urology, vol. 21, no. 8, pp. S1–S6, 2014.
- G. Song, G. Xiong, Y. Fan et al., “The role of tumor size, ultrasonographic findings, and serum tumor markers in predicting the likelihood of malignant testicular histology,” Asian Journal of Andrology, vol. 21, pp. 196–200, 2019.
- M. Mego, T. Agthoven, P. Gronesova et al., “Clinical utility of plasma miR‐371a‐3p in germ cell tumors,” Journal of Cellular and Molecular Medicine, vol. 23, no. 2, pp. 1128–1136, 2019.
- B. D. Nicholson, N. R. Jones, A. Protheroe, J. Joseph, N. W. Roberts, A. Van den Bruel et al., “The diagnostic performance of current tumour markers in surveillance for recurrent testicular cancer: A diagnostic test accuracy systematic review,” Cancer Epidemiol, vol. 59, pp. 15–21, 2019.
- D. G. Skinner and P. T. Scardino, “Relevance of biochemical tumor markers and lymphadenectomy in management of non-seminomatous testis tumors: Current perspective,” The Journal of Urology, vol. 123, no. 3, pp. 378–382, 1980.
- G. M. Mead, “International germ cell consensus classification: a prognostic factor- based staging system for metastatic germ cell cancers,” Journal of Clinical Oncology, vol. 15, no. 2, pp. 594–603, 1997.
- G. J. Bosl, P. H. Lange, E. E. Fraley et al., “Human chorionic gonadotropin and alphafetoprotein in the staging of nonseminomatous testicular cancer,” Cancer, vol. 47, no. 2, pp. 328–332, 1981.
- D. Vugrin, W. F. Whitmore Jr., J. Nisselbaum, and R. C. Watson, “Correlation of serum tumor markers and lymphangiography with degrees of nodal involvement in surgical stage II testis cancer,” The Journal of Urology, vol. 127, no. 4, pp. 683-684, 1982.
- F. E. Von Eyben, E. L. Madsen, O. Blaabjerg et al., “Serum lactate dehydrogenase isoenzyme 1 and relapse in patients with nonseminomatous testicular germ cell tumors clinical stage I,” Acta Oncologica, vol. 40, no. 4, pp. 536–540, 2001.
- R. A. Huertas Mora, L. Larrodera López, I. Gómez Matobella, and H. Cortes Funes, “Human B-HCG and AFP as biological markers in germinal testicular tumors,” Revista Espanola de Oncologia, vol. 31, no. 2, pp. 321–330, 1984 (Spanish).
- R. V. Nome, T. Bjøro, E. Paus et al., “Lowered reference limits for hCG improve follow-up of patients with hCG-producing tumors,” Clinical Biochemistry, vol. 52, pp. 73–79, 2018.
- G. C. Toner, G. J. Bosl, N. L. Geller, C. Tan, and J. Nisselbaum, “Serum tumor marker half-life during chemotherapy allows early prediction of complete response and survival in nonseminomatous germ cell tumors,” Cancer Research, vol. 50, no. 18, pp. 5904–5910, 1990.
- R. B. Bracken, D. E. Johnson, and M. L. Samuels, “Alpha fetoprotein determinations in germ cell tumors of testis,” Urology, vol. 6, no. 3, pp. 382–384, 1975.
- K. Höffken and C. G. Schmidt, “Human chorionic gonadotropin (HCG) in monitoring the course of testicular tumours,” Zeitschrift für Krebsforschung und Klinische Onkologie, vol. 87, no. 1, pp. 37–40, 1976.
- J. Kohn, A. H. Orr, T. J. Mcelwain, M. Bentall, and M. J. Peckham, “Serum-alpha1-fetoprotein in patients with testicular tumours,” The Lancet, vol. 308, no. 7983, pp. 433–436, 1976.
- K. M. Grigor, S. I. Detre, J. Kohn, and A. M. Neville, “Serum alpha1-foetoprotein levels in 153 male patients with germ cell tumours,” British Journal of Cancer, vol. 35, no. 1, pp. 52–58, 1977.
- N. Javadpour, “Applications of biologic tumor markers in testicular cancer,” Cancer Treatment Reports, vol. 63, no. 9-10, pp. 1643–1647, 1979.
- A. S. Narayana, S. Loening, G. Weimar, and D. A. Culp, “Serum markers in testicular tumors,” The Journal of Urology, vol. 121, no. 1, pp. 51–53, 1979.
- W. Kuber, P. Aiginger, J. Kuhbock, and J. Spona, “Value of beta-HCG blood levels in patients with malignant tumors of the testis,” Onkologie, vol. 4, no. 4, pp. 221–225, 1981.
- R. Nagel, V. Borgmann, and J.-D. Kemper, “CEA, HCG-beta, und alpha-Fetoprotein - klinische Bedeutung der Tumormarker,” Helvetica Chimica Acta, vol. 48, pp. 433–443, 1981.
- G. J. Bosl, N. L. Geller, C. Cirrincione et al., “Serum tumor markers in patients with metastatic germ cell tumors of the testis. A 10-year experience,” American Journal of Medicine, vol. 75, no. 1, pp. 29–35, 1983.
- S. Coppack, E. S. Newlands, J. Dent, H. Mitchell, G. Goka, and K. D. Bagshawe, “Problems of interpretation of serum concentrations of alpha-foetoprotein (AFP) in patients receiving cytotoxic chemotherapy for malignant germ cell tumours,” British Journal of Cancer, vol. 48, no. 3, pp. 335–340, 1983.
- A. Horwich and M. J. Peckham, “Serum tumour marker regression rate following chemotherapy for malignant teratoma,” European Journal of Cancer and Clinical Oncology, vol. 20, no. 12, pp. 1463–1470, 1984.
- O. Klepp, P. Flodgren, H. Maartman-moe et al., “Early clinical stages (CS1, CS1MK+ and CS2A) of non-seminomatous testis cancer: Value of pre- and post-orchiectomy serum tumor marker information in prediction of retroperitoneal lymph node metastases. Swedish-Norwegian Testicular Cancer Project (SWENOTECA),” Annals of Oncology, vol. 1, no. 4, pp. 281–288, 1990.
- M. J. Morris and G. J. Bosl, “Recognizing abnormal marker results that do not reflect disease in patients with germ cell tumors,” The Journal of Urology, vol. 163, no. 3, pp. 796–801, 2000.
- F. E. Von Eyben, O. Blaabjerg, P. H. Petersen et al., “Serum lactate dehydrogenase isoenzyme 1 as a marker of testicular germ cell tumor,” The Journal of Urology, vol. 140, no. 5, pp. 986–990, 1988.
- C. Ackers and G. J. S. Rustin, “Lactate dehydrogenase is not a useful marker for relapse in patients on surveillance for stage I germ cell tumours,” British Journal of Cancer, vol. 94, no. 9, pp. 1231-1232, 2006.
- R. Venkitaraman, B. Johnson, R. A. Huddart, C. C. Parker, A. Horwich, and D. P. Dearnaley, “The utility of lactate dehydrogenase in the follow-up of testicular germ cell tumours,” BJU International, vol. 100, no. 1, pp. 30–32, 2007.
- A. J. Munro, O. S. Nielsen, W. Duncan et al., “An assessment of combined tumour markers in patients with seminoma: Placental alkaline phosphatase (PLAP), lactate dehydrogenase (LD) and β human chorionic gonadotrophin (βHCG),” British Journal of Cancer, vol. 64, no. 3, pp. 537–542, 1991.
- H. W. A. de Bruijn, D. T. Sleijfer, H. S. Koops, A. J. H. Suurmeijer, J. Marrink, and T. Ockhuizen, “Significance of human chorionic gonadotropin, alpha‐fetoprotein, and pregnancy‐specific beta‐1‐glycoprotein in the detection of tumor relapse and partial remission in 126 patients with nonseminomatous testicular germ cell tumors,” Cancer, vol. 55, no. 4, pp. 829–835, 1985.
- M. J. Seckl, G. J. S. Rustin, and K. D. Bagshawe, “Frequency of serum tumour marker monitoring in patients with non-seminomatous germ cell tumours,” British Journal of Cancer, vol. 61, no. 6, pp. 916–918, 1990.
- K. Hotakainen, A. Lempiäinen, and U.-H. Stenman, “Monitoring of seminoma patients with serum markers,” Cancer, vol. 119, no. 13, p. 2511, 2013.
- F. Bruns, M. Raub, U. Schaefer, and O. Micke, “No predictive value of β-hCG in patients with stage I seminoma - Results of a long-term follow-up study after adjuvant radiotherapy,” Anticancer Reseach, vol. 25, no. 3A, pp. 1543–1546, 2005.
- D. Vesprini, P. Chung, S. Tolan, M. Gospodarowicz, M. Jewett, M. O'Malley et al., “Utility of serum tumor markers during surveillance for stage I seminoma,” Cancer, vol. 118, pp. 5245–5250, 2012.
- J. M. Trigo, J. M. Tabernero, L. Paz-Ares et al., “Tumor markers at the time of recurrence in patients with germ cell tumors,” Cancer, vol. 88, no. 1, pp. 162–168, 2000.
- S. Keskin, M. Ekenel, M. Başaran, and S. Bavbek, “Predictive value of marker half-life in relapsed and nonrelapsed nonseminomatous germ cell testicular tumor patients undergoing chemotherapy,” American Journal of Clinical Oncology, vol. 35, no. 4, pp. 369–372, 2012.
- T. van Agthoven and L. H. J. Looijenga, “Accurate primary germ cell cancer diagnosis using serum based microRNA detection (ampTSmiR test),” Oncotarget , vol. 8, no. 35, pp. 58037–58049, 2017.
- J. Lobo, A. Gillis, C. Jerónimo, R. Henrique, and L. Looijenga, “Human germ cell tumors are developmental cancers: impact of epigenetics on pathobiology and clinic,” International Journal of Molecular Sciences, vol. 20, no. 2, p. 258, 2019.
- A. Terbuch, J. B. Adiprasito, V. Stiegelbauer, M. Seles, C. Klec, G. P. Pichler et al., “MiR-371a-3p serum levels are increased in recurrence of testicular germ cell tumor patients,” International Journal of Molecular Sciences, vol. 19, no. 10, article no. 19103130, 2018.
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