ORIGINAL RESEARCH article
Sec. Cancer Endocrinology
Volume 9 - 2018 | https://doi.org/10.3389/fendo.2018.00038
TCF21/POD-1, a Transcritional Regulator of SF-1/NR5A1, as a Potential Prognosis Marker in Adult and Pediatric Adrenocortical Tumors
- 1Department of Anatomy, Institute of Biomedical Science, University of São Paulo, São Paulo, Brazil
- 2Special Laboratory of Applied Toxicology (LETA), Butantan Institute, São Paulo, Brazil
- 3Department of Pediatrics and Puericulture, School of Medicine of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
- 4Adrenal Unit, Hormone and Molecular Genetic Laboratory/LIM42, Hospital of Clinics, School of Medicine, University of São Paulo, São Paulo, Brazil
With recent progress in understanding the pathogenesis of adrenocortical tumors (ACTs), identification of molecular markers to predict their prognosis has become possible. Transcription factor 21 (TCF21)/podocyte-expressed 1 (POD1) is a transcriptional regulatory protein expressed in mesenchymal cells at sites of epithelial–mesenchymal transition during the development of different systems. Adult carcinomas express less TCF21 than adenomas, in addition, the KEGG pathway analysis has shown that BUB1B, among others genes, is negatively correlated with TCF21 expression. The difference between BUB1B and PTEN-induced putative kinase 1 (PINK1) expression has been described previously to be associated with survival in adult but not in pediatric carcinomas. Here, we analyzed the gene expression of TCF21, BUB1B, PINK1, and NR5A1 in adult and pediatric ACTs. We found a negative correlation between the relative expression levels of TCF21 and BUB1B in adult ACTs, but the relative expression levels of TCF21, BUB1B, PINK1, and NR5A1 were similar in childhood ACTs. In addition, we propose using the subtracted expression levels of the TCF21/POD-1 genes as a predictor of overall survival (OS) in adult carcinomas and TCF21-NR5A1 as a predictor of malignancy for pediatric tumors in patients aged <5 years. These results require further validation in different cohorts of both adult and pediatric samples. Finally, we observed that the OS for patients aged <5 years was markedly favorable compared with that for patients >5 years as well as adult patients with carcinoma. In summary, we propose TCF21/POD-1 as a new prognostic marker in adult and pediatric ACTs.
The molecular pathogenesis of adrenocortical tumors (ACTs) remains poorly understood despite recent advances provided by comprehensive clinical and molecular investigations (1, 2). Some advances are related to the development of different transcriptomes during the last decade [for a review, see Ref. (3)]. Among these studies, a microarray analysis (4) showed that 91 genes are differentially expressed between adrenocortical carcinomas (ACCs) and adrenocortical adenomas (ACAs) of adult patients, including the TCF21 gene, which was two times lower in ACCs than in ACAs or in normal adrenal cortex samples. Transcription factor 21 (TCF21)/podocyte-expressed 1 (POD1) also known as capsulin/epicardin is a bHLH transcriptional regulatory protein expressed at sites of epithelial–mesenchymal interactions in the developing urogenital, cardiovascular, respiratory, and gastrointestinal systems (5–9). TCF21 directly regulates the expression of steroidogenic factor 1 (NR5A1/SF1) in human ACT cells by binding to the E-box sequence in the NR5A1’s promoter region (10). Also, in this study, we showed that the viability of ACC cells transfected with TCF21 was not affected. However, StAR expression was downregulated following transfection with TCF21, in accordance with a decrease in SF1-mediated StAR transcription. In addition, KEGG analysis showed a significant enrichment in cell cycle regulation pathways involving genes whose expression was negatively correlated with TCF21 expression in ACCs, such as CDK1 and BUB1B (10). Budding uninhibited by benzimidazoles 1 homolog beta (BUB1B) encodes a kinase with important functions in the mitotic checkpoint (11–13). In a study using microarrays to identify genes that discriminated ACC and ACA, they identified two clusters of ACC with different outcomes (14). de Reyniès and colleagues identified that the difference between the expression values of DLGAP5 (disks large associated protein 7) and PINK1 (PTEN induced putative kinase 1), and the difference between the expression of values of BUB1B and PINK were, respectively, predictors of malignancy, and overall survival. Indeed, ΔCT BUB1B − ΔCT PINK1 was considered a prognostic factor in ACCs in two different cohorts (14, 15).
PTEN-induced putative kinase 1 (PINK1) is a key mediator of mitochondria quality control induced by the tumor suppressor gene PTEN (16), whose expression levels decline in more aggressive ACCs and in ovarian cancer (17).
For pediatric patients, there are limited data to define prognostic molecular markers that distinguish benign from malignant ACTs, despite attempts of histological criteria and molecular classifications (18, 19). In fact, the only study using transcriptome profiling analysis of pediatric ACT did not discriminate ACAs and ACCs using unsupervised clustering (20). Therefore, due to clinical, histological, and molecular heterogeneity in malignant ACTs, there is a need to validate and correlate the driver genes with possible prognostic value for both adult and pediatric ACTs.
In this study, we aimed to analyze the expression of TCF21 and genes that may have TCF21-related expression, such as BUB1B, PINK1, and NR5A1 in adult and pediatric ACTs. Through the analysis of TCF21, BUB1B, PINK1, and NR5A1 gene expression, we tested the value of this analysis to predict the OS of adult ACC and to distinguish between benign and malignant pediatric ACTs. Therefore, the overall aim of this study was to verify if TCF21 has a diagnostic and prognostic role in adult and pediatric tumors.
Materials and Methods
This study was approved by the Ethics Committees of Hospital das Clinicas, Institute of Biomedical Sciences (#822/2016) and Department of Pediatrics and School of Medicine of Ribeirão Preto (#7534/2010), São Paulo, Brazil. Written informed consent was obtained from all the patients or from their parents.
The clinical and histological features of patients with ACTs are summarized in Table 1. Further details of clinical characteristics and molecular data are shown in Tables S1 and S2 in Supplementary Material.
Samples of ACTs were obtained from 128 patients, 78 adult patients (range: 18–83 years), 35 pediatric patients aged <5 years (range: 0.43–3.8 years), and 15 pediatric patients aged >5 years (range: 5.5–17.7 years). The pediatric patients were separated into two groups because the fetal zone of the human adrenal cortex undergoes involution after birth, with the glomerulosa and fasciculata zones achieving complete differentiation approximately 4 years of age (21, 22), while the reticularis zone is formed from 6 to 9 years of age (23, 24). Patients were evaluated at Hospital das Clinicas, by the School of Medicine from University of São Paulo and at the Department of Pediatrics from the School of Medicine of Ribeirao Preto, São Paulo, Brazil, between 1981 and 2014.
The mean follow-up periods were 56.2 ± 65.9, 90.5 ± 65.1, and 52.3 ± 55.0 months for adult patients, pediatric patients aged <5 years, and pediatric patients aged >5 years, respectively. The final diagnosis of the patients was determined according to the histopathological characteristics, clinical manifestation, and biological behavior of the tumor, as proposed by Wieneke et al. (18), and it was used to classify the tumors as adult and pediatric adenomas or carcinomas in this study. As shown in Table 1, the Weiss score for adult ACTs was different from the correct diagnosis based on the final diagnosis. Accordingly, in our study, we used the final diagnosis (44 ACA; 34 ACC) instead of the Weiss score (49 ACA; 28 ACC) to classify adenomas and carcinomas for adult tumors. For the pediatric group, the Weiss criteria are not useful to discriminate the histopathological diagnosis because pediatric tumors present a favorable outcome even with a Weiss score ≥3 (18). Among pediatric patients up to 5 years of age, the final diagnosis was 27 ACAs and 8 ACCs; however, among pediatric patients from 5 to 18 years of age, 5 ACAs and 10 ACCs were diagnosed (Table 1).
Human ACC cell lines NCI-H295R (25) and SW-13 (26) and human embryonic kidney cell line HEK-293 (27) were obtained from ATCC (The ATCC Cell Biology Collection). NCI-H295R, SW-13, and HEK-293 were cultured, respectively, in RPMI medium with 2% fetal bovine serum (FBS) and 1% insulin-transferrin-selenium, L-15 medium with 10% FBS, and DMEM medium with 10% FBS (Gibco, Grand Island, NY, USA) at 37°C in a 95% air-5% CO2, in fully humidified environment. The culture used was authenticated by STR DNA profiling analysis.
Quantitative Real-time PCR
Total RNA was extracted from previously frozen tumor fragments (stored in liquid nitrogen) using Trizol (Invitrogen, Carlsbad, CA, USA) and an automatic homogenizer (model 985370, Biospec Products, Bartlesville, OK, USA). The RNA integrity and concentration were evaluated by agarose gel electrophoresis (2%) and spectrometry (NanoDrop 2000c, Thermo Fisher Scientific, Waltham, MA, USA). cDNA was generated from 1 µg of RNA using the SuperScript III First-Strand Synthesis Supermix kit (Invitrogen). Quantitative real-time PCR was performed using the 7500 Real Time PCR System Sequencer (Applied Biosystems, Foster City, CA, USA) and the TaqMan gene expression assay for gene quantification according to the manufacturer’s instructions (Applied Biosystems, Foster City, CA, USA). The assays IDs were as follows: human β-glucuronidase, glucuronidase beta (GUSB) (Hs00939627_m1 ID), beta-actin (ACTB) (Hs99999903_m1 ID), TCF21 (Hs00162646_m1 ID), nuclear receptor subfamily 5 group A member 1 (NR5A1) (ID Hs00610436_m1), BUB1B (ID Hs01084828_m1), and PINK1 (ID Hs00260868_m1). A cycle threshold (CT) value was selected in the linear range of amplification for each sample in triplicate and was normalized to the GUSB and ACTB expression levels. The relative expression levels were calculated using the 2−ΔΔCt method (28), where ΔΔCt is the difference between the selected ΔCt value of a given sample and the ΔCt for a pool of commercial normal adrenals (BioChain, USA). For the pediatric groups, the ΔCt mean of eight pediatric normal adrenal samples were used as normalizer. These samples were collected from patients up to 5 years of age undergoing nephrectomy due to kidney cancer and were kindly provided by Dr. Sonir R. R. Antonini from the Department of Pediatrics of FMRP-USP.
A mean expression value of 1.0 was attributed to the target genes in the pool of normal adrenals. A relative increase in the expression levels was determined for each tumor sample. The subtraction gene level expression was calculated using the formula ΔCt target gene 1 − ΔCt target gene 2, as described by de Reyniès et al. (14).
NCI-H295R cells were transiently transfected with pcMVMycPod1, which was kindly provided by Dr. Masataka Nakamura (Tokyo Medical University, Japan), as described earlier by Funato et al. (29). Next, 1.1 × 106 cells were plated and transfected with 4 µg of plasmid DNA and 12 µl of Turbofect (Thermo Fisher Scientific, Waltham, MA, USA) for 5 h. After 24 h of transfection, total RNA was extracted with Trizol (Invitrogen). Three independent experiments were performed. A high (71.4 ± 2.8%) efficiency of transfection was verified using the pmaxGFP vector (Amaxa Biosystems, Gaithersburg, MD, USA), and the cells were analyzed in a fluorescence-inverted microscope (data not shown).
Transduction Assay for CRISPR/dCas9 Activation System
The lentiviruses were produced in HEK-293FT cells using plasmids sgRNA (MS2) (#61427; Addgene, Cambridge, MA, USA), dCas9-VP64 (#61425; Addgene, Cambridge, MA, USA), or MS2-P65-HSF1 (#61426; Addgene, Cambridge, MA, USA). The sgRNA sramble (SCR) was constructed with the sequence GCACTACCAGAGCTAACTCA and the sgRNA T2 with the sequence ACATTACAAGTTGCAAATCA, according to protocol established by Konermann et al. (30).
Transduction and cell selection were performed serially: dCas9-VP64 was selected with blasticidin; MS2-P65-HSF1 was selected with hygromycin; and sgRNA-SCR or sgRNA-T2 was selected with zeocin. The concentration of antibiotics used was determined through a dose–response curve. The cells were plated to reach 50% of confluency 48 h before transduction and maintained for 24 h with a solution (1:1) of viral supernatant in culture medium, followed by of antibiotic selection until control cells died.
As described in the Section “Materials and Methods” (patients), the groups of adenomas and carcinomas were discriminated considering the final diagnosis. The data are presented as medians for the Mann–Whitney test or mean ± SD for Student’s t test, as indicated in the figure legends. The ROC curve analysis method was used to test the combined gene expression as molecular predictors. The cut-off obtained was selected considering the best sensitivity and specificity. Due to the limitation to obtain tumor samples, cut-off points were obtained and tested in the same cohort. The log-rank test was used to demonstrate the applicability of the cut-off in the groups analyzed. The event considered in the OS curve was cancer-related death. The critical value for significance of P < 0.05 was used throughout the study.
Relative Expression Levels of TCF21, BUB1B, PINK1, and NR5A1 in Samples of Adult and Pediatric ACTs
The relative expression of TCF21 transcripts was higher in adult ACA than in ACC (0.49 vs 0.18; P = 0.0005) (Figure 1A), in line with previous studies (4, 10). By contrast, the relative expression of BUB1B transcripts was higher in ACC than in ACA (1.17 vs 0.27; P < 0.0001) (Figure 1B), suggesting a negative correlation between TCF21 and BUB1B, as previously proposed (10). The relative expression of NR5A1 and PINK1 (Figures 1C,D) was similar in adult ACC and ACA (0.57 vs 0.86; P = 0.758; 0.42 vs 0.5; P = 0.247, respectively). In addition, the relative expression levels of TCF21, BUB1B, PINK1, and NR5A1 were similar in childhood ACTs, regardless of the group studied (Figures 2 and 3).
Figure 1. Relative expression of (A) transcription factor 21 (TCF21) in 44 adult adrenocortical adenomas (ACAs) and 34 carcinomas (ACCs) [median ACAs = 0.49, median ACCs = 0.18, 95% confidence interval (CI) = −0.46 to −0.13]; (B) BUB1B in 42 ACAs and 33 ACCs (median ACAs = 0.27, median ACCs = 1.17, 95% CI = 0.43 to 5.70); (C) NR5A1 in 44 adult ACAs and 34 ACCs (median ACAs = 0.86, median ACCs = 0.57, 95% CI = −0.25 to 0.65); and (D) PINK1 in 42 ACAs and 33 ACCs (median ACAs = 0.50, median ACCs = 0.42, 95% CI = −0.53 to 0.11) by quantitative real-time PCR. The Y-axis shows the fold increase in gene expression relative to the mean expression of a pool of normal adrenals. The Mann–Whitney test was used to assess statistical significance (P < 0.05).
Figure 2. Relative expression of (A) TCF21 in 27 pediatric (<5 years) adrenocortical adenomas (ACAs) and 6 carcinomas (ACCs) [median ACA = 0.17, median ACC = 0.59, 95% confidence interval (CI) = −0.04 to 1.00]; (B) BUB1B in 27 ACAs and 8 ACCs (median ACAs = 1.62, median ACCs = 4.85, 95% CI = −1.12 to 11.8); (C) NR5A1 in 27 ACAs and 8 ACCs (median ACAs = 0.64, median ACCs = 0.41, 95% CI = −1.48 to 0.19); and (D) PINK1 in 26 ACAs and 8 ACCs (median ACAs = 0.58, median ACCs = 0.46, 95% CI = −0.81 to 0.24) by quantitative real-time PCR. The Y-axis shows the fold increase in gene expression relative to the mean expression of a pool of eight pediatric normal adrenals. The Mann–Whitney test was used to assess statistical significance (P < 0.05).
Figure 3. Relative expression of (A) TCF21 in 5 pediatric (>5 years) adrenocortical adenomas (ACAs) and 9 carcinomas (ACCs) [median ACAs = 0.28, median ACCs = 0.13, 95% confidence interval (CI) = −0.87 to 0.47]; (B) BUB1B in 5 ACAs and 9 ACCs (median ACAs = 0.34, median ACCs = 1.49, 95% CI = −0.24 to 29.07); (C) NR5A1 in 5 ACAs and 10 ACCs (median ACAs = 0.87, median ACCs = 0.65, 95% CI = −0.81 to 3.10); and (D) PINK1 in 5 ACAs and 9 ACCs (median ACAs = 0.98, median ACCs = 0.83, 95% CI = −0.75 to 1.86) by quantitative real-time PCR. The Y-axis shows the fold increase in gene expression relative to the mean expression of a pool of eight pediatric normal adrenals. The Mann–Whitney test was used to assess statistical significance (P < 0.05).
To test whether the induction of TCF21 expression affected BUB1B or PINK1 expression in the NCI-H295R ACC cell line, we performed RT-qPCR of BUB1B or PINK1 in cells transiently transfected with the expression vector pCMVMycPOD1. NCI-H295R cells transfected with pcCMVMycPOD1 (Figure 4A) did not significantly affect NR5A1 expression (Figure 4B), in contrast to that observed previously (10), probably due to the experimental variation obtained. In addition, pcCMVMycPOD1 transfection showed a tendency of reduction in BUB1B expression (Figure 4C), but did not significantly affect PINK1 expression (Figure 4D) compared with the control levels. The same test with different biological approach was performed in HEK-293 and SW-13 cell lines transduced with CRISPR/Cas9/TCF21 activation system, and TCF21 showed not reduction of BUB1B expression (Figure 10).
Figure 4. RT-qPCR analysis to determine the relative gene expression of (A) TCF21 [95% confidence interval (CI) = 27,888 to 70,495], (B) NR5A1 (CI = −0.77 to 0.36), (C) BUB1B (CI = −0.50 to 0.01), and (D) PINK1 (CI = −0.65 to 0.39) in H295R cells transiently transfected with an empty vector pCMVMyc (empty) vs pCMVMycPod1 (TCF21). Statistical significance was assessed by paired T test on three to five pairs.
Molecular Predictors of Malignancy in Adult ACTs
We tested whether the ΔCtBUB1B − ΔCtPINK1 could discriminate between adenomas and carcinomas in our cohort. After removing from the analysis the patients whose data overlapped with the previous study of our group (15), we found significant differences (P = 0.0002; Mann–Whitney test) in the expression level of BUB1B-PINK1 (Figure 5A) between patients whose final diagnosis was adenoma (median = 2.67; n = 34) and those whose final diagnosis was carcinoma (median = −0.176; n = 27). To select the cut-off for BUB1B-PINK1 in our cohort, we applied the ROC curve analysis method (Figure 5B). The area under the curve (AUC) was 0.77 [95% confidence interval (CI): 0.65 to 0.90; P = 0.0003]. The cut-off determined was <0.24, with 55.6% of sensitivity and 97.1% of specificity.
Figure 5. Analysis of the subtraction gene expression of adult adenomas (ACAs) and carcinomas (ACCs) to determine the prognosis. (A) ΔCtBUB1B and ΔCtPINK1 expression [median = −3.137; 95% confidence interval (CI): −4.932 to −1.397; P = 0.0003] and (B) ROC curve test for BUB1B-PINK1; (C) ΔCtTCF21 and ΔCtBUB1B expression (median = 4.985; 95% CI: 3.376 to 6.502; P < 0.0001) and (D) ROC curve test for TCF21-BUB1B; (E) ΔCtTCF21 and ΔCtPINK1 expression (median = 1.538; 95% CI: 0.269 to 2.835; P = 0.016) and (F) ROC curve test for TCF21-PINK1.
Applying the same reasoning, we tested whether subtracting the expression level of TCF21 and BUB1B (ΔCtTCF21 − ΔCtBUB1B) could also discriminate between benign and malignant adult ACTs in the total cohort of adult patients. We found significant differences (P < 0.001; Mann–Whitney test) in the expression level of TCF21-BUB1B (Figure 5C) between adenomas (median = −3.41; n = 42) and carcinomas (median = 1.52; n = 33). The AUC obtained from the ROC curve test was 0.84 (95% CI: 0.74 to 0.94; P < 0.0001; Figure 5D), and the cut-off determined was >0.19, with 69.7% of sensitivity and 97.6% of specificity. The analysis of ΔCtTCF21 − ΔCtPINK1 (Figure 5E) showed significant differences (P = 0.02; Mann–Whitney test) between ACA (median = −0.71; n = 42) and ACC (median = 1.36; n = 33). The AUC obtained from the ROC curve test was 0.66 (95% CI: 0.54 to 0.79; P = 0.016; Figure 5F), and the cut-off determined was >−1.38 with 75.8% of sensitivity and 38.1% of specificity.
TCF21-BUB1B As a Predictor of OS in Adult Carcinomas
Among the ACCs, subtraction of the expression level of BUB1B and PINK1 (ΔCtBUB1B − ΔCtPINK1) was a good predictor of OS (14, 15). Applying the cutoff value <0.24 obtained for BUB1B-PINK1 to 27 adult patients with a malignant final diagnosis (Figure 6A), we found two groups with different survival times (log-rank test P = 0.008). Accordingly, we applied the cut-off value >0.19 obtained for TCF21-BUB1B to 33 adult patients with a malignant final diagnosis (Figure 6B), and we could discriminate two groups with distinct survival times (log-rank test P = 0.004). The cutoff value >−1.38 obtained for TCF21-PINK1 was not associated with a statistically significant difference in OS (Figure 6C).
Figure 6. BUB1B-PINK1, TCF21-BUB1B, and TCF21-PINK1 as predictors of overall survival. (A) The difference between BUB1B and PINK1 <0.24 significantly (P = 0.008) discriminates 15 adult patients with a poor prognosis among 27 adrenocortical carcinomas (ACCs); (B) the difference between TCF21 and BUB1B >0.19 significantly (P = 0.004) discriminates 23 adult patients with a poor prognosis among 33 ACCs; and (C) the difference between TCF21 and PINK1 >−1.38 does not discriminate significantly (P = 0.59) among 33 ACC patients.
TCF21-NR5A1 As a Molecular Predictor of Malignancy in Pediatric ACTs
To determine whether TCF21 could be used as a molecular predictor of malignancy in pediatric patients, we analyzed the subtraction expression level of TCF21-BUB1B, TCF21-PINK1, and TCF21-NR5A1 in the pediatric cohort. These analyses did not show significant differences in the tumors of patients aged >5 years (Figure 7). In the cohort of pediatric patients aged <5 years, the subtraction expression level of TCF21-BUB1B and TCF21-PINK1 did not present significant differences (Figures 8A–D). However, ΔCtTCF21 − ΔCtNR5A1 (Figures 8E,F) showed significant differences (P = 0.026; Mann–Whitney test) between adenomas (median = 4.06; n = 27) and carcinomas (median = 1.06; n = 6). The AUC value was 0.79 (95% CI: 0.59 to 0.99; P = 0.028), and the cut-off determined was <1.52 with 66.7% of sensitivity and 92.6% of specificity. A poor outcome occurs when ΔCtTCF21 − ΔCtNR5A1 is <1.52. Due to the small number of carcinomas studied, in this case, the cutoff value was not applied as a predictor of OS.
Figure 7. Analysis of the subtraction gene expression of pediatric patients aged >5 years with adenomas (ACAs) and carcinomas (ACCs) to determine the prognosis. (A) ΔCtTCF21 and ΔCtBUB1B expression [median = 2.871; 95% confidence interval (CI): −1.284 to 5.267; P = 0.13] and (B) ROC curve test for TCF21-BUB1B; (C) ΔCtTCF21 and ΔCtPINK1 expression (median = 1.160; 95% CI: −1.928 to 6.446; P = 0.52) and (D) ROC curve test for TCF21-PINK1; (E) ΔCtTCF21 and ΔCtNR5A1 expression (median = 1.650; 95% CI: −0.650 to 3.905; P = 0.15) and (F) ROC curve test for TCF21-NR5A1.
Figure 8. Analysis of the subtraction gene expression of pediatric patients aged <5 years with adenomas (ACAs) and carcinomas (ACCs) to determine the prognosis. (A) ΔCtTCF21 and ΔCtBUB1B expression [median = −0.858; 95% confidence interval (CI): −4.799 to 2.314; P = 0.6] and (B) ROC curve test for TCF21-BUB1B; (C) ΔCtTCF21 and ΔCtPINK1 expression (median = −2.718; 95% CI: −5.263 to 0.577; P = 0.08) and (D) ROC curve test for TCF21-PINK1; (E) ΔCtTCF21 and ΔCtNR5A1 expression (median = −2.378; 95% CI: −4.323 to 0.588; P = 0.027) and (F) ROC curve test for TCF21-NR5A1.
The OS for Patients Aged <5 Years Is Markedly Favorable
In our cohort, the median survival for adult patients with carcinoma was 41 months for adults (Figure 9). For pediatric patients aged >5 years with ACTs, the median survival was 23.3 months, while the median survival for patients aged <5 years was 197.7 months. However, it was limited to the maximum follow-up time that was 230.07 months for this group. Therefore, as seen in Figure 9, the OS curves were significantly different (log rank P = 0.007) among the patients studied. In addition, the OS for patients aged <5 years was markedly favorable compared with that for patients >5 years and adult patients with carcinoma.
Figure 9. Comparison of the overall survival of adults with adrenocortical carcinomas (ACCs) and pediatric patients with adrenocortical tumors (ACTs). Adult patients with carcinoma (n = 34), pediatric patients aged <5 years with ACTs (n = 35), and pediatric patients aged >5 years with ACTs (n = 15).
Figure 10. RT-qPCR analysis to determine the relative gene expression of (A) transcription factor 21 (TCF21), (B) BUB1B in HEK-293, HEK-SCR (scramble), and HEK-T2 cells (signal guide RNA-sgRNAT2), (C) TCF21, and (D) BUB1B in SW13, SW13-SCR, and SW13-T2 cells. Statistical significance was assessed by ANOVA test on three pairs.
Different authors have relied on RNA-based global gene expression profiles to identify molecular markers that differentiate malignant and benign adrenal tumors. Among these studies, de Reyniès et al. (14) identified three molecular markers in adult ACTs, DLGAP5, BUB1B, and PINK1, and found that BUB1B is overexpressed in carcinomas. According to their data, the combined expression of BUB1B and PINK1 was the best predictor of OS among carcinomas. Thereafter, BUB1B-PINK1 expression was validated in a different cohort of adult and pediatric patients (15). Giordano et al. (4) identified the downregulation of TCF21 in ACCs in a microarray assay. In Franca et al. (10), we showed that TCF21 was markedly downregulated in adult ACCs compared with adenomas and normal tissue.
Here, we found that TCF21 was downregulated while BUB1B was upregulated in adult ACCs, in agreement with previous studies (10, 14). A previous study proposed that, among other cell cycle genes, BUB1B is negatively correlated with TCF21 (10). We tested the causal relationship between TCF21 and BUB1B and could not confirm the negative correlation between these genes in different experimental approaches and cell lines overexpressing TCF21.
We also analyzed whether the subtraction expression level of TCF21-BUB1B and TCF21-PINK1 could distinguish between adenomas and carcinomas. The study of the subtraction expression levels of BUB1B-PINK1 and TCF21-BUB1B discriminated between adult adenoma and carcinoma in a similar pattern. In addition, among adult malignant tumors, the combined expression of TCF21 and BUB1B was a good predictor of OS. Accordingly, both BUB1B-PINK1 and TCF21-BUB1B seem reliable molecular markers to be used in the clinical evaluation of adult adrenal tumors.
We employed these new molecular markers and the combined expression of TCF21-NR5A1 to discriminate between benignant and malignant tumors in a cohort of pediatric ACTs. Increased NR5A1 copy number has been associated with childhood adrenocortical tumorigenesis (31, 32), although this increase does not correlate with NR5A1 protein levels (33). The functional role of NR5A1 extends beyond steroidogenesis because NR5A1 regulates proliferation in adrenocortical cells, angiogenesis, extracellular matrix adhesion, cytoskeleton dynamics, and apoptosis in the adrenal cortex (34). Although there was no difference in the NR5A1 expression of adenomas and carcinomas in the cohort of patients <5 years of age, the subtraction expression level of TCF21-NR5A1 discriminates between benign and malignant tumors and may provide relevant information in addition to pathology analysis.
It is largely accepted that children have a better outcome than adolescents. As observed in the study by Wieneke and collaborators (18) in 83 pediatric tumors, there appears to be a biphasic age distribution with a poor clinical outcome in the group aged >5 years. In fact, we showed that the OS for patients aged <5 years was markedly favorable compared with that for patients aged >5 years and adult patients with carcinoma. This observation was utilized in the more recent study by Cecchetto et al. (35), where patients were separated in three different groups: <4 years, 4–10 years, and >10 years. Patients aged ≤4 years had a better outcome than the older ones. Indeed, <5 years patients have specific features distinguishing them from adolescent and adult tumors considering their genomic profiles and pathological and genetic mechanisms (36). Therefore, we suggest that separation between children and adolescents should be considered in future analysis.
In summary, we could not establish a consistent relationship between the analyzed genes for adult and pediatric tumors, although TCF21 transfection in the H295R cell line has shown a tendency of reduction in BUB1B expression. In addition, the subtraction of gene expression of TCF21 and BUB1B can be a good predictor of OS in adult carcinomas, whereas the TCF21-NR5A1 can be a molecular predictor of malignancy in pediatric ACTs. Moreover, we confirm that patients aged <5 years showed more favorable OS than adolescent patients. Finally, our study suggested a role of TCF21 in ACTs that should be explored in future studies.
This study was approved by the Ethics Committees of Hospital das Clinicas, Institute of Biomedical Sciences and Department of Pediatrics and School of Medicine of Ribeirão Preto, São Paulo, Brazil. Written informed consent was obtained from all the patients or from their parents.
BP performed the experiments, analyzed the data, and wrote the manuscript; SA provided the pediatric samples; MA provided the adult samples; MF provided the adult and pediatric samples; CL idealized the study, analyzed the data, and wrote the manuscript.
Conflict of Interest Statement
The authors declare that there is no conflict of interest that could be perceived as prejudicing the impartiality of the research reported.
We are grateful to Antonio Marcondes Lerario, Laboratory of Hormones and Molecular Genetics (LIM42), School of Medicine, University of São Paulo, for assistance with the analysis of the results; Rosana D. Prisco, Institute of Biomedical Science, University of São Paulo, for statistical analysis and Cintia Fridman, Department of Legal Medicine and Medical Ethics, School of Medicine, University of São Paulo, for STR DNA profiling analysis in cell cultures.
BP is a recipient of a scholarship from FAPESP (no. 2013/23548-1), the São Paulo State Research Foundation; CL received funding from FAPESP (no. 2011/07656-3 and 2015/014199-9) and from Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq).
The Supplementary Material for this article can be found online at http://www.frontiersin.org/articles/10.3389/fendo.2018.00038/full#supplementary-material.
ACA, adrenocortical adenoma; ACC, adrenocortical carcinoma; ACT, adrenocortical tumor; ACTB, beta-actin; BUB1B, budding uninhibited by benzimidazoles 1 homolog beta; GFP, green fluorescent protein; GUSB, glucuronidase beta; NR5A1, nuclear receptor subfamily 5 group A member 1; PINK1, PTEN-induced putative kinase 1; POD1, podocyte-expressed 1; SF1, steroidogenic factor 1; TCF21, transcription factor 21.
1. Assie G, Letouze E, Fassnacht M, Jouinot A, Luscap W, Barreau O, et al. Integrated genomic characterization of adrenocortical carcinoma. Nat Genet (2014) 46(6):607–12. doi:10.1038/ng.2953
2. Zheng S, Cherniack AD, Dewal N, Moffitt RA, Danilova L, Murray BA, et al. Comprehensive pan-genomic characterization of adrenocortical carcinoma. Cancer Cell (2016) 30(2):363. doi:10.1016/j.ccell.2016.07.013
3. Faillot S, Assie G. ENDOCRINE TUMOURS: the genomics of adrenocortical tumors. Eur J Endocrinol (2016) 174(6):R249–65. doi:10.1530/EJE-15-1118
4. Giordano TJ, Kuick R, Else T, Gauger PG, Vinco M, Bauersfeld J, et al. Molecular classification and prognostication of adrenocortical tumors by transcriptome profiling. Clin Cancer Res (2009) 15(2):668–76. doi:10.1158/1078-0432.CCR-08-1067
5. Quaggin SE, Vanden Heuvel GB, Igarashi P. Pod-1, a mesoderm-specific basic-helix-loop-helix protein expressed in mesenchymal and glomerular epithelial cells in the developing kidney. Mech Dev (1998) 71(1–2):37–48. doi:10.1016/S0925-4773(97)00201-3
6. Quaggin SE, Schwartz L, Cui S, Igarashi P, Deimling J, Post M, et al. The basic-helix-loop-helix protein Pod1 is critically important for kidney and lung organogenesis. Development (1999) 126(24):5771–83.
7. Quaggin SE. Transcriptional regulation of podocyte specification and differentiation. Microsc Res Tech (2002) 57(4):208–11. doi:10.1002/jemt.10076
8. Lu J, Richardson JA, Olson EN. Capsulin: a novel bHLH transcription factor expressed in epicardial progenitors and mesenchyme of visceral organs. Mech Dev (1998) 73(1):23–32. doi:10.1016/S0925-4773(98)00030-6
9. Robb L, Mifsud L, Hartley L, Biben C, Copeland NG, Gilbert DJ, et al. Epicardin: a novel basic helix-loop-helix transcription factor gene expressed in epicardium, branchial arch myoblasts, and mesenchyme of developing lung, gut, kidney, and gonads. Dev Dyn (1998) 213(1):105–13. doi:10.1002/(SICI)1097-0177(199809)213:1<105:AID-AJA10>3.0.CO;2-1
10. Franca MM, Ferraz-de-Souza B, Santos MG, Lerario AM, Fragoso MC, Latronico AC, et al. POD-1 binding to the E-box sequence inhibits SF-1 and StAR expression in human adrenocortical tumor cells. Mol Cell Endocrinol (2013) 371(1–2):140–7. doi:10.1016/j.mce.2012.12.029
11. Kim S, Yu H. Mutual regulation between the spindle checkpoint and APC/C. Semin Cell Dev Biol (2011) 22(6):551–8. doi:10.1016/j.semcdb.2011.03.008
12. Lampson MA, Kapoor TM. The human mitotic checkpoint protein BubR1 regulates chromosome-spindle attachments. Nat Cell Biol (2005) 7(1):93–8. doi:10.1038/ncb1208
13. Sudakin V, Chan GK, Yen TJ. Checkpoint inhibition of the APC/C in HeLa cells is mediated by a complex of BUBR1, BUB3, CDC20, and MAD2. J Cell Biol (2001) 154(5):925–36. doi:10.1083/jcb.200102093
14. de Reyniès A, Assie G, Rickman DS, Tissier F, Groussin L, Rene-Corail F, et al. Gene expression profiling reveals a new classification of adrenocortical tumors and identifies molecular predictors of malignancy and survival. J Clin Oncol (2009) 27(7):1108–15. doi:10.1200/JCO.2008.18.5678
15. Fragoso MC, Almeida MQ, Mazzuco TL, Mariani BM, Brito LP, Goncalves TC, et al. Combined expression of BUB1B, DLGAP5, and PINK1 as predictors of poor outcome in adrenocortical tumors: validation in a Brazilian cohort of adult and pediatric patients. Eur J Endocrinol (2012) 166(1):61–7. doi:10.1530/EJE-11-0806
16. Pickrell AM, Youle RJ. The roles of PINK1, parkin, and mitochondrial fidelity in Parkinson’s disease. Neuron (2015) 85(2):257–73. doi:10.1016/j.neuron.2014.12.007
17. Unoki M, Nakamura Y. Growth-suppressive effects of BPOZ and EGR2, two genes involved in the PTEN signaling pathway. Oncogene (2001) 20(33):4457–65. doi:10.1038/sj.onc.1204608
18. Wieneke JA, Thompson LD, Heffess CS. Adrenal cortical neoplasms in the pediatric population: a clinicopathologic and immunophenotypic analysis of 83 patients. Am J Surg Pathol (2003) 27(7):867–81. doi:10.1097/00000478-200307000-00001
19. Das S, Sengupta M, Islam N, Roy P, Datta C, Mishra PK, et al. Weineke criteria, Ki-67 index and p53 status to study pediatric adrenocortical tumors: is there a correlation? J Pediatr Surg (2016) 51(11):1795–800. doi:10.1016/j.jpedsurg.2016.07.014
20. West AN, Neale GA, Pounds S, Figueredo BC, Rodriguez Galindo C, Pianovski MA, et al. Gene expression profiling of childhood adrenocortical tumors. Cancer Res (2007) 67(2):600–8. doi:10.1158/0008-5472.CAN-06-3767
21. Hui XG, Akahira J, Suzuki T, Nio M, Nakamura Y, Suzuki H, et al. Development of the human adrenal zona reticularis: morphometric and immunohistochemical studies from birth to adolescence. J Endocrinol (2009) 203(2):241–52. doi:10.1677/JOE-09-0127
22. Seron-Ferre M, Jaffe RB. The fetal adrenal gland. Annu Rev Physiol (1981) 43:141–62. doi:10.1146/annurev.ph.43.030181.001041
23. Havelock JC, Auchus RJ, Rainey WE. The rise in adrenal androgen biosynthesis: adrenarche. Semin Reprod Med (2004) 22(4):337–47. doi:10.1055/s-2004-861550
24. Xing Y, Lerario AM, Rainey W, Hammer GD. Development of adrenal cortex zonation. Endocrinol Metab Clin North Am (2015) 44(2):243–74. doi:10.1016/j.ecl.2015.02.001
25. Gazdar AF, Oie HK, Shackleton CH, Chen TR, Triche TJ, Myers CE, et al. Establishment and characterization of a human adrenocortical carcinoma cell line that expresses multiple pathways of steroid biosynthesis. Cancer Res (1990) 50(17):5488–96.
26. Leibovitz A, McCombs WM III, Johnston D, McCoy CE, Stinson JC. New human cancer cell culture lines. I. SW-13, small-cell carcinoma of the adrenal cortex. J Natl Cancer Inst (1973) 51(2):691–7.
27. Harrison T, Graham F, Williams J. Host-range mutants of adenovirus type 5 defective for growth in HeLa cells. Virology (1977) 77(1):319–29. doi:10.1016/0042-6822(77)90428-7
28. Livak KJ, Schmittgen TD. Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) method. Methods (2001) 25(4):402–8. doi:10.1006/meth.2001.1262
29. Funato N, Ohyama K, Kuroda T, Nakamura M. Basic helix-loop-helix transcription factor epicardin/capsulin/Pod-1 suppresses differentiation by negative regulation of transcription. J Biol Chem (2003) 278(9):7486–93. doi:10.1074/jbc.M212248200
30. Konermann S, Brigham MD, Trevino AE, Joung J, Abudayyeh OO, Barcena C, et al. Genome-scale transcriptional activation by an engineered CRISPR-Cas9 complex. Nature (2015) 517(7536):583–8. doi:10.1038/nature14136
31. Almeida MQ, Soares IC, Ribeiro TC, Fragoso MC, Marins LV, Wakamatsu A, et al. Steroidogenic factor 1 overexpression and gene amplification are more frequent in adrenocortical tumors from children than from adults. J Clin Endocrinol Metab (2010) 95(3):1458–62. doi:10.1210/jc.2009-2040
32. Figueiredo BC, Cavalli LR, Pianovski MA, Lalli E, Sandrini R, Ribeiro RC, et al. Amplification of the steroidogenic factor 1 gene in childhood adrenocortical tumors. J Clin Endocrinol Metab (2005) 90(2):615–9. doi:10.1210/jc.2004-0942
33. Pianovski MA, Cavalli LR, Figueiredo BC, Santos SC, Doghman M, Ribeiro RC, et al. SF-1 overexpression in childhood adrenocortical tumours. Eur J Cancer (2006) 42(8):1040–3. doi:10.1016/j.ejca.2006.01.022
34. Lalli E, Doghman M, Latre de Late P, El Wakil A, Mus-Veteau I. Beyond steroidogenesis: novel target genes for SF-1 discovered by genomics. Mol Cell Endocrinol (2013) 371(1–2):154–9. doi:10.1016/j.mce.2012.11.005
35. Cecchetto G, Ganarin A, Bien E, Vorwerk P, Bisogno G, Godzinski J, et al. Outcome and prognostic factors in high-risk childhood adrenocortical carcinomas: a report from the European Cooperative Study Group on Pediatric Rare Tumors (EXPeRT). Pediatr Blood Cancer (2017) 64(6):e26368. doi:10.1002/pbc.26368
36. Lalli E, Figueiredo BC. Pediatric adrenocortical tumors: what they can tell us on adrenal development and comparison with adult adrenal tumors. Front Endocrinol (2015) 6:23. doi:10.3389/fendo.2015.00023
Keywords: adrenocortical tumors, adult and pediatric tumors, transcription factor 21, podocyte-expressed 1, BUB1B, PTEN-induced putative kinase 1, nuclear receptor subfamily 5 group A member 1, CRISPR/dCas9
Citation: Passaia BS, Dias MH, Kremer JL, Antonini SRR, Almeida MQ, Fragoso MCBV and Lotfi CFP (2018) TCF21/POD-1, a Transcritional Regulator of SF-1/NR5A1, as a Potential Prognosis Marker in Adult and Pediatric Adrenocortical Tumors. Front. Endocrinol. 9:38. doi: 10.3389/fendo.2018.00038
Received: 28 September 2017; Accepted: 30 January 2018;
Published: 22 February 2018
Edited by:Vincenzo Pezzi, University of Calabria, Italy
Reviewed by:Michaela Luconi, University of Florence, Italy
Matthias Kroiss, University of Würzburg, Germany
Copyright: © 2018 Passaia, Dias, Kremer, Antonini, Almeida, Fragoso and Lotfi. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Claudimara Ferini Pacicco Lotfi, firstname.lastname@example.org