Original Article |
Corresponding author: Stamatis S. Papadatos ( stamspap@gmail.com ) Corresponding author: Vasiliki Galani ( vgalani@uoi.gr ) © 2024 Stamatis S. Papadatos, Antigoni Mitselou, Evangeli Lampri, Christina Bali, Antonia Betzou, Anna Varouktsi, Konstantinos Katsanos, Vasiliki Galani.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Papadatos SS, Mitselou A, Lampri E, Bali C, Betzou A, Varouktsi A, Katsanos K, Galani V (2024) Expression of ten-eleven translocation 2 and glutathione-S-transferase pi in colorectal cancer patients with and without type 2 diabetes mellitus. Folia Medica 66(3): 370-379. https://doi.org/10.3897/folmed.66.e122713
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Aims: To highlight possible correlations of type 2 diabetes mellitus (T2DM) with microscopic / macroscopic characteristics of colorectal cancer tissues, along with the expression of Ten-Eleven Translocation 2 (TET2) and glutathione-S-transferase pi (GST-pi) proteins.
Materials and methods: Tumors from 46 patients were embedded in paraffin blocks, stained with hematoxylin-eosin and studied microscopically. Immunohistochemical study of TET2 and GST-pi expression was performed. The results were analyzed and correlated with T2DM as comorbidity.
Results: All tumors expressed GST-pi at three levels (weak, moderate, and strong); two out of three tumors showed either weak or moderate TET2 expression. Patients without T2DM tended to have tumors with weak or no expression of TET2 (p=0.038) whereas diabetic patients’ tumors showed a significantly higher percentage of strong or moderate GST-pi expression (p=0.034). On binomial logistic regression, tumors excised from T2DM patients were 6.9 times more likely to show moderate (rather than weak and none) TET2 expression compared to tumors from non-diabetic patients (95% CI [1.33, 35.75]), and a 2.7-fold higher relative likelihood of showing strong (rather than moderate and weak) GST-pi expression (95% CI [0.63, 12.09]), taking into account sex, age, and tumor size. The association between T2DM and TET2 expression remains statistically significant in additional binomial analysis that was performed taking into account certain histological tumor characteristics.
Conclusions: TET2 and GST-pi are expressed in malignant colon tumors. T2DM in CRC patients was associated with the highest observed GST-pi expression; absence of T2DM was associated with the lowest observed TET2 expression. T2DM increases the probability of observing GST-pi and TET2 expression at maximum levels, independent of specific tumor microscopic features and certain patient characteristics.
colorectal cancer, diabetes mellitus, epigenetics, glutathione S-transferase pi, TET2 protein, type 2
Epigenetics refers to heritable changes in phenotype which result from molecular changes that do not involve gene mutations, yet plays an important role in gene expression or silencing, DNA replication and repair, cell differentiation and stem cell development.[
Colorectal cancer (CRC) remains a major health burden as it is the third most common malignancy and the second most common cancer-related cause of death worldwide.[
Type 2 diabetes mellitus (T2DM) is a major metabolic disorder, which itself has been identified as a CRC-independent risk factor.[
CRC and T2DM share common epidemiological as well as pathogenetic characteristics; they both thrive in Western societies; they are linked to certain dietary and lifestyle habits and they are causally associated.[
Ten-Eleven Translocation (TET) enzymes play a crucial role in genomic stability, as they are involved in the DNA demethylation process.[
Glutathione S-transferases (GST) comprise an enzyme superfamily which participates in phase II detoxification, playing a major role in xenobiotic metabolism and in cellular protection against oxidative stress.[
The aim of the study was to examine the microscopic and macroscopic characteristics of colorectal cancer tissues, along with the expression of TET2 and GST3 proteins and highlight the possible correlation of these findings with T2DM as comorbidity.
Forty-six patients who were diagnosed with colorectal adenocarcinoma stage I-IV and underwent partial colectomy, hemicolectomy or proctocolectomy were included in the study. None of them was diagnosed with Familial Adenomatous Polyposis or Lynch Syndrome. The patients’ characteristics and medical history were retrieved from their medical records. Patients with comorbidities other than T2DM were not included.
The macroscopic evaluation was followed by microscopic examination of the tissues which were embedded in paraffin, processed and stained with hematoxylin and eosin (H&E). Two independent experienced pathologists assessed the macroscopic characteristics of the tumors, namely size, type, location as well as the microscopic ones, namely T stage, differentiation, modes of invasive growth pattern, vascular invasion, perineural invasion, lymph node infiltration.
For immunohistochemical evaluation, serial 4-µm sections were used. The sections were mounted on saline-coated glass slides. The antibodies used included Anti-GST3/pi antibody [EPR8263] (abcam, ab138491) and Anti-Tet2 antibody [CL6873] (abcam, ab243323).
Protein expression was analyzed by two independent researchers, who were blinded to clinical data of the patients. The staining intensity was classified based on the percentage of positive cells, as follows: 0, absent; <10%, weak; 10%-50%, moderate; >50% strong. The results were then quantified using the numerical scale from 0 to 3.
Statistical analyses were performed using the IBM® SPSS® Statistics 23 software. The Kolmogorov-Smirnov test was used to estimate the normal distribution of the variables. The mean of continuous data was expressed as x̅±s. The χ2 or Fisher’s exact test were used to analyze the associations between categorical variables, whereas independent sample t-test was used for continuous variables. Non-parametric data were compared using Mann-Whitney U and Kruskal-Wallis tests. Phi and Cramer’s V were used as measures of association between nominal variables and Pearson’s r for continuous variables. Further analyses were performed using binominal logistic regressions. For all analyses, the significance level was set to 0.05.
This study was conducted according to the Ethical Guidelines for Medical and Health Research Involving Human Subjects. The present study was approved by the University Ethics Review Committee. No additional permissions were required to review the patient records, including the hospitals from which the records were obtained.
The patients’ clinicopathological data are summarized in Table
GST-pi was expressed in all examined specimens. More precisely, 36.96% of tumors showed weak GST3 expression, 32.61% moderate and 30.43% strong. After quantification of the above data, GST3 expression was calculated to be 1.93±0.827. In contrast, TET2 expression was negative in almost one-third of the examined tumors, while strong expression was not observed. Quantitatively, TET2 expression was estimated at 0.93±0.772 (Fig.
Immunohistochemical staining of the expression levels of GST-pi and TET2 in CRC tissue specimens. Representative staining patterns of CRC with weak (A) and moderate (B) staining intensity of TET2 as well as weak (C), moderate (D), and strong (E) staining intensity of GST-pi. Magnification, ×200. CRC: colorectal cancer; TET2: TenEleven Translocation 2; GST-pi: glutathione-S-transferase pi.
Clinicopathological characteristics of patients with colorectal cancer included in the study
Characteristics | Frequency, N (%) / Mean ± SD |
Total number of patients | 46 |
Age (years) | 74.11±10.07 |
Sex | |
Male | 27 (58.7) |
Female | 19 (41.3) |
T2DM | |
Yes | 15 (32.6) |
No | 31 (67.4) |
pT stage | |
T1 | 0 (0) |
T2 | 3 (6.5) |
T3 | 36 (78.3) |
T4 | 7 (15.2) |
pN stage | |
N0 | 20 (43.5) |
N1 | 19 (41.3) |
N2 | 7 (15.2) |
pM stage | |
M0 | 39 (84.8) |
M1 | 7 (15.2) |
Tumor location | |
Right colon | 13 (28.3) |
Left colon | 28 (60.9) |
Transverse colon | 5 (10.9) |
Tumor size | 4.42±1.75 |
Vascular invasion | |
Yes | 27 (58.7) |
No | 19 (41.3) |
Lymphatic invasion | |
Yes | 26 (56.5) |
No | 20 (43.5) |
Perineural invasion | |
Yes | 31 (67.4) |
No | 15 (32.6) |
Tumor differentiation | |
Well differentiated | 1 (2.2) |
Moderately differentiated | 41 (89.1) |
Poorly differentiated | 4 (8.7) |
Tumor growth pattern | |
Exophytic | 11 (23.9) |
Pedunculated | 2 (4.35) |
Ulcerating | 16 (34.8) |
Annular | 17 (36.9) |
Invasion type through the mucosa to the subserosa | |
Infiltrating | 41 (89.1) |
Expanding | 5 (10.9) |
GST-pi expression | |
Strong | 14 (30.4) |
Moderate | 15 (32.6) |
Weak | 17 (37) |
Negative | 0 (0) |
TET2 expression | |
Strong | 0 (0) |
Moderate | 12 (26.1) |
Weak | 19 (41.3) |
Negative | 15 (32.6) |
No statistically significant differences were observed in terms of location, degree of differentiation, vascular and perineural infiltration between male and female patients. On the contrary, statistically significant differences emerged regarding the T staging of the primary tumor (p=0.028), the identification of lymph node infiltration (p=0.049), and the existence of distant metastases (p=0.015). More specifically, it appeared that more female patients were diagnosed at stage T4 instead of T3 while more male patients at stage T3 instead of T4 and more women presented with lymph node as well as distant metastases compared to the men. Exophytic tumors, compared to all other morphological subtypes, were prominent in female patients (p=0.036) and annular tumors in male patients (p=0.002). Finally, it was shown that sex is related to the pattern of tumor invasion in the deep tissues as male patients exhibited higher frequency of infiltrating rather than expanding pattern (p=0.008) (Table
Significant differences in histopathological findings between male and female patients
Male Ν (%) | Female Ν (%) | p | ||
T staging | Τ3 | 24 | 12 | 0.015 |
Τ4 | 1 | 6 | ||
Lymphatic invasion | Yes | 12 (26.1) | 14 (30.4) | 0.049 |
No | 15 (32.6) | 5 (10.9) | ||
Distant metastases | Yes | 1 (2.2) | 6 (28.3) | 0.015 |
No | 26 (56.5) | 13 (13) | ||
Invasion type | Infiltrating | 27 (58.7) | 14 (30.43) | 0.008 |
Expanding | 0 (0) | 5 (10.87) | ||
Tumor growth pattern | Annular | 15 (32.61) | 2 (4.35) | 0.002 |
All other subtypes | 12 (26.09) | 17 (36.96) | ||
Exophytic | 2 (4.35) | 9 (19.57) | 0.004 | |
All other subtypes | 25 (54.35) | 10 (21.74) |
No statistically significant difference was found when comparing the different degrees of TET2 and GST-pi expression between male and female patients. Additionally, there was no statistically significant differences between the mean age of the patients categorized in the different levels of expression of the above proteins. No association was noticed between the different levels of TET2 / GST-pi expression and the histopathological findings of the examined tumors (Table
Associations between GST-pi and TET2 levels and the clinicopathological factors of patients with colorectal cancer. Each subscript letter denotes a subset of each variable categories whose column proportions do not differ significantly from each other at the 0.05 level
Characteristics | N (%) | GST-pi expression | P-value | TET2 expression | P-value | ||||
Weak | Moderate | Strong | Negative | Weak | Moderate | ||||
Sex | 0.38 | 0.78 | |||||||
Male | 27 (58.7) | 8a (17.4) | 9a (19.6) | 10a (21.7) | 8a (17.4) | 11a (23.9) | 8a (17.4) | ||
Female | 19 (41.3) | 9a (19.6) | 6a (13) | 4a (8.7) | 7a (15.2) | 8a (17.4) | 4a (8.7) | ||
Tumor location | 0.89 | 0.57 | |||||||
Right colon | 13 (28.3) | 5a (10.9) | 5a (10.9) | 3a (6.5) | 3a (6.5) | 5a (10.9) | 5a (10.9) | ||
Left colon | 28 (60.9) | 10a (21.7) | 8a (17.4) | 10a (21.7) | 11a (23.9) | 12a (26.1) | 5a (10.9) | ||
Transverse colon | 5 (10.9) | 2a (4.3) | 2a (4.3) | 1a (2.2) | 1a (2.2) | 2a (4.3) | 2a (4.3) | ||
Tumor growth pattern | 0.31 | 0.81 | |||||||
Annular | 17 (37) | 5a (10.9) | 5a (10.9) | 7a (15.2) | 5a (10.9) | 6a (13) | 6a (13) | ||
Ulcerating | 16 (34.8) | 6a (13) | 6a (13) | 4a (8.7) | 4a (8.7) | 8a (17.4) | 4a (8.7) | ||
Exophytic | 11 (29.3) | 6a (13) | 2a (4.3) | 3a (6.5) | 5a (10.9) | 4a (8.7) | 2a (4.3) | ||
Pedunculated | 2 (4.3) | 0a (0) | 2a (4.3) | 0a (0) | 1a (2.2) | 1a (2.2) | 0a (0) | ||
Invasion type | 0.52 | 0.91 | |||||||
Infiltrating | 41 (89.1) | 14a (30.4) | 14a (30.4) | 13a (28.3) | 13a (28.3) | 17a (37) | 11a (23.9) | ||
Expanding | 5 (10.9) | 3a (6.5) | 1a (2.2) | 1a (2.2) | 2a (4.3) | 2a (4.3) | 1a (2.2) | ||
Tumor differentiation | 0.24 | 0.57 | |||||||
Well differentiated | 1 (2.2) | 0a (0) | 0a (0) | 1a (2.2) | 1a (2.2) | 0a (0) | 0a (0) | ||
Moderately differentiated | 41 (89.1) | 14a (30.4) | 15a (32.6) | 12a (26.1) | 12a (26.1) | 18a (39.1) | 11a (23.9) | ||
Poorly differentiated | 4 (8.7) | 3a (6.5) | 0a (0) | 1a (2.2) | 2a | 1a (22) | 1a (2.2) | ||
Vascular Invasion | 0.18 | 0.06 | |||||||
Yes | 27 (58.7) | 12a (26.1) | 6a (13) | 9a (19.6) | 7a | 15a | 5a | ||
No | 19 (41.3) | 5a (10.9) | 9a (19.6) | 5a (10.9) | 8a | 4a | 7a | ||
Perineural invasion | 0.2 | 0.37 | |||||||
Yes | 31 (67.4) | 14a (30.4) | 8a (17.4) | 9a (19.6) | 9a (19.6) | 15a (32.6) | 7a (15.2) | ||
No | 15 (32.6) | 3a (6.5) | 7a (15.2) | 5a (10.9) | 6a (13) | 4a (8.7) | 5 (10.9) | ||
Lymphatic invasion | 0.59 | 0.9 | |||||||
Yes | 26 (56.5) | 8a (17.4) | 9a (19.6) | 9a (19.6) | 9a (19.6) | 10a (21.7) | 7a (15.2) | ||
No | 20 (43.5) | 9a (19.6) | 6a (13) | 5a (10.9) | 6a (13) | 9a (19.6) | 5a (10.9) | ||
Distant metastases | 0.8 | 0.61 | |||||||
Yes | 7 (15.2) | 2a (4.3) | 3a (6.5) | 2a (4.3) | 2a (4.3) | 4a (8.7) | 1a (2.2) | ||
No | 39 (84.8) | 15a (32.6) | 12a (26.1) | 12a (26.1) | 13a (28.3) | 15a (32.6) | 11a (23.9) |
When grouping the levels of expression of TET2 and GST-pi in two categories, namely a group that includes the tumors with the maximum observed protein expression and a group with all the other levels of protein expression and comparing them, it was found that high expression levels of TET2 were more frequently observed in tumors with high GST-pi levels (p=0.003).
No statistically significant differences were found between patients with and without T2DM in terms of the degree of differentiation, the presence of distant metastases and lymph node infiltration, the tumor size and macroscopic appearance. A statistically significant difference was observed between the patients who had T2DM and those who did not, concerning the location of tumors along the colon; more specifically, it was shown that, compared to the rest of the locations, T2DM patients presented with tumors in the right colon more frequently (p=0.002), while non-diabetic patients had left colon tumors more frequently (p=0.008). The correlation between T2DM and tumor location appeared to be very strong (Cramer’s V=0.49). Additionally, it was found that patients with T2DM were mainly diagnosed with T4 tumors and tumors with expanding growth pattern compared to patients without T2DM who mainly presented with T3 tumors (p=0.028) and tumors with infiltrating growth pattern (p=0.033). Finally, only 18.5% of the tumors with vascular infiltration were excised from patients with T2DM (p=0.015).
The comparison between patients with and without T2DM in terms of positive (any grade) and negative expression of TET2 did not reveal any statistically significant difference. Furthermore, after quantifying the levels of expression of TET2 and GST-pi and comparing their means between patients with and without T2DM, no statistically significant difference was found (Fig.
In binomial logistic regression, tumors excised from T2DM patients were approximately 7 times more likely to have moderate (rather than weak and none) TET2 expression compared to tumors from non-diabetic patients (OR 6.9, CI [1.33, 35.75]), and a 2.7-fold higher relative likelihood of showing strong (rather than moderate and weak) GST3 expression than tumors derived from non-diabetic patients (OR 2.7, CI [0.63, 12.09]), taking into consideration sex, age and tumor size. The association between T2DM and the group of maximum observed TET2 expression remains statistically significant in an additional binomial analysis that was performed examining the histological characteristics of the tumors, namely vascular infiltration, perineural infiltration and lymph node invasion (OR 4.3, CI [1.09, 17.4]) (Tables
Comparison of mean TET2 (A) and GST-pi (B) levels in tumors excised from patients with and without T2DM.
Comparison of the different levels of expression of TET2 (A) and GST-pi (B) in tumors excised from patients with and without T2DM.
Binary logistic regression and relevant probability of maximum level of TET2 expression and T2DM, when examining clinical (A) or histopathological (B) characteristics of the tumors
TET2 | ||||
Relative probability | 95% Confidence Intervals | P-value | ||
A | ||||
T2DM | 6.886 | 1.326 – 35.748 | 0.022 | |
Clinical characteristics | Age | 0.963 | 0.897 – 1.033 | 0.292 |
Sex | 0.264 | 0.050 – 1.384 | 0.115 | |
Tumor size | 1.045 | 0.697 – 1.567 | 0.831 | |
B | ||||
T2DM | 4.316 | 1.089 – 17.39 | 0.043 | |
Histopathological characteristics | Vascular infiltration | 0.454 | 0.066 – 3.128 | 0.422 |
Perineural infiltration | 1.439 | 0.196 – 10.58 | 0.721 | |
Lymphatic infiltration | 1.277 | 0.289 – 5.651 | 0.747 |
Binary logistic regression and relevant probability of maximum level of GST-pi expression and T2DM, when examining clinical (A) or histopathological (B) characteristics of the tumors
GST-pi | ||||
Relative probability | 95% Confidence Intervals | p-value | ||
A | ||||
T2DM | 2.75 | 0.626 – 12.078 | 0.18 | |
Clinical characteristics | Age | 1.009 | 0.741 – 1.081 | 0.806 |
Sex | 0.323 | 0.071 – 1.474 | 0.145 | |
Tumor size | 1.139 | 0.783 – 1.656 | 0.496 | |
B | ||||
T2DM | 2.331 | 0.528 – 10.284 | 0.264 | |
Histopathological characteristics | Vascular infiltration | 4.084 | 0.398 – 41.945 | 0.236 |
Perineural infiltration | 0.312 | 0.029 – 3.381 | 0.338 | |
Lymphatic infiltration | 1.682 | 0.426 – 6.635 | 0.458 |
The present study described the histopathological characteristics of colorectal adenocarcinomas in a cohort of patients with and without T2DM and investigated the relationship between TET2 and GST-pi expression in these patients. In the present study, patients with T2DM showed higher rates of adenocarcinomas in the right colon, compared to non-diabetic patients in accordance with a recent meta-analysis.[
To the best of our knowledge, the concurrent immunohistochemical study of TET2 and GST-pi expression in colon adenocarcinoma tissues has not been studied before. Previous studies[
Despite the fact that survival analysis goes beyond the remit of the current study, it is worth mentioning that different studies have related the level of expression of GST-pi with overall survival in patients with colon cancer; Jankova et al. showed that survival did not differ among patients with low GST-pi expression who had been on adjuvant chemotherapy, patients with low GST-pi expression who had not been on chemotherapy and patients with high GST-pi expression who had been on chemotherapy. Only patients with high GST-pi expression who had not received chemotherapy had poorer survival when compared to the other three groups.[
Finally, the present study demonstrated that colon tumors excised from patients with T2DM were more likely to exhibit high GST-pi expression and moderate TET2 expression. It remains controversial whether certain GST-pi genetic polymorphisms have an impact on susceptibility to T2DM; yet there is evidence that GST-pi polymorphism may affect the onset of T2DM and especially in patients below the age of 40 years.[
Some of the limitations of the present study include its retrospective nature, the relatively small number of the included patients and the lack of some data concerning T2DM, such as disease duration, which is partially known.
To conclude, our study supports the idea that GST-pi and, mainly, TET2 could serve as useful immunohistochemical markers of colorectal cancer tumors in patients with T2DM and no other comorbidities. TET2 and GST-pi are highly expressed in malignant colon tumors. History of T2DM in CRC patients was associated with the highest observed GST-pi expression and the absence of T2DM was associated with the lowest observed TET2 expression in the studied tumors. High levels of TET2 expression are significantly more likely to be observed in tumors from patients with T2DM, regardless of the clinical (age, sex, tumor size) and histopathological (vascular, perineural, lymphatic invasion) characteristics. In the era of precision medicine, treatment, prevention, and diagnostic methods are not one-size-fits-all approaches; further studies are needed to fully establish GST-pi and TET2 as a predictive biomarkers or therapeutic targets for CRC among the diabetics.
The authors received no financial support for the research, authorship, and/or publication of this article.
None.