Abstract
Purpose
Endometriosis (EM) is a common gynecological disease affecting 10–15% of women of reproductive age. However, molecular mechanisms and pathogenesis are still not completely understood. Furthermore, due to the absence of a reliable clinical biomarker, the only viable method for the often-delayed definitive diagnosis is laparoscopic surgery. Our objective was to analyze molecular differences of selected endometrial proteins and genes of women suffering from different stages of EM compared with healthy women to evaluate potential clinical biomarkers.
Methods
We analyzed eutopic endometrial tissue samples from women undergoing a laparoscopic surgery (n = 58). mRNA gene expression of progranulin (GRN), neurogenic locus notch homolog protein (NOTCH3), fibronectin (FN1), and PTEN-induced kinase 1 (PINK1) was analyzed using qRT-PCR. Protein expression was determined using ELISA and immunohistochemistry.
Results
Significant differences in gene expression between the different stages of the disease were noted for GRN, NOTCH3, FN1, and PINK1 (p < 0.05). The endometrium of women with minimal EM (ASRM I) showed the highest mRNA expression. Protein levels of GRN and FN1 on the other hand were significantly decreased in the endometrium of women with EM compared with those of healthy controls. Furthermore, for GRN and FN1, we could detect a correlation of protein expression with the severity of the disease.
Conclusion
Our findings suggest a potential use of GRN and FN1 as clinical biomarkers to detect endometriosis. In addition, GRN, NOTCH3, FN1, and PINK1 could potentially be useful to differentiate between the underlying stages of the disease. However, a validation with a larger study population is needed.
Keywords: Endometriosis, Biomarkers, Progranulin, Fibronectin
Introduction
Endometriosis (EM) is defined as the presence of functional endometrium in any location outside the uterine cavity. The ectopic endometrial cells can be present in the ovaries, peritoneum, and fallopian tubes and even in distant organs such as the lung and brain [15]. EM typically causes dysmenorrhea, dyspareunia, and pelvic pain and may contribute to infertility [9]. It affects approximately 10–15% of women of reproductive age and can even be found in 35–50% of women suffering from pelvic pain and/or infertility [14]. However, the prevalence might be underestimated due to non-specific symptomatology and late diagnosis caused by a lack of non-invasive methods for detecting. According to recent estimates, the diagnosis of EM is delayed by an average of 7–11 years [18]. So far, there is no reliable clinical marker and the gold standard diagnostic method is invasive laparoscopy [19]. EM can be graded according to the revised American Society for Reproductive Medicine (rASRM) staging system in minimal, mild, moderate, and severe stages of the disease (ASRM I–IV), depending on the character, expansion, and localization of the lesions as well as the presence of adhesions [16]. It is the most common international classification of EM; however, the infiltration depth and severity of symptoms are not included in this classification. None of the patients included as ASRM I and II had a deep infiltration.
Although various theories about the pathogenesis of EM have been submitted, none of them is proven so far and the exact causes and pathogenetic pathways of this heterogenetic disease are still not fully understood [42]. Furthermore, it has been suggested that within the disease, there are distinct entities and pathogenesis [24]. Clinical studies have shown different implantation rates in women with mild versus severe EM, assuming a difference in function and biochemistry of these two stages of EM [20].
Although EM is considered a benign disease, it shares several characteristics with malignancy including excessive proliferation, cellular invasion, peripheral metastasis, inflammation, and estrogen dependency [21]. Patients with EM even suffer a slightly increased risk of developing ovarian carcinomas, especially of the endometrioid and clear cell subtypes [1, 7, 28].
Considering these circumstances, EM is one of the most common female health disorders and has a great impact on the patient’s quality of life [36]. Thus, it is necessary to identify potential molecular biomarkers for diagnosis and regulatory factors, underlying the progress of EM.
Herein, the objective of our study was to investigate molecular differences in the expression of specific genes and proteins in eutopic endometrium from women with and without EM. We analyzed changes of these proteins and genes in different stages of the disease in an attempt to determine the degree of the disease without the necessity of an abdominal surgery. We wanted to validate the assumption of a potential instinct pathogenesis and entity of mild and severe endometriosis by showing a difference in gene and protein expression. Furthermore, we tried to investigate proteins that have the potential for use as clinical biomarkers to enable an earlier diagnosis without the need for laparoscopy. We focused on proteins that are already known to be involved in inflammatory diseases, cell adhesion, and migration as they are assumed to play an important role in the pathogenesis of endometriosis. Furthermore, we wanted to investigate proteins that have already been described in connection with implantation, cell development, or blastocyst maturation. Therefore, we chose to examine the gene and protein expression of progranulin (GRN), neurogenic locus notch homolog protein (NOTCH3), fibronectin (FN1), and phosphatase and tensin homolog–induced kinase 1 (PINK1).
Materials and methods
Sample collection and patients
Endometrial biopsies were taken from women (32.8 ± 4.23 years old) undergoing a laparoscopic surgery. The procedure was performed for benign reason due to unexplained pelvic pain or sterility. Exclusion criteria were hormonal stimulation within the last 3 months, endocrinopathies, cancerous lesions, and irregular menstrual bleeding. All biopsies were taken in the mid-to-late proliferative phase and collected in TRIzol for mRNA analysis (n = 40), in frozen nitrogen for protein analysis (n = 40), and in O.C.T.™ for immunohistostaining (n = 18). Endometriosis was graded according to the revised American Society for Reproductive Medicine (rASRM) staging system in minimal (< 5 points; ASRM I), mild (6–15 points, ASRM II), and moderate EM (16–40 points, ASRM III). None of the patients included as ASRM I and II had deep infiltrating disease. As a control, we used samples of women also suffering from pelvic pain or sterility but for reasons other than EM. The groups did not differ significantly in size, nor in age, nor from the day of the menstrual cycle. All participants gave their informed consent for the use of samples under the approved ethics protocol of the Ruprecht Karls University Heidelberg (S239/2005).
mRNA analysis via qRT-PCR
The RNA was isolated using TRIzol® reagent (Ambion® by Life Technologies, USA) according to the manufacturer’s instructions. The concentration and purity of the mRNA were detected using a NanoDrop spectrometer (NanoDrop, ND-1000, USA). A total of 1 μg of total RNA was reverse-transcribed to synthesize the complementary DNA (cDNA) using the AMV Reverse Transcriptase (Promega, Germany). The mRNA expression was performed using TaqMan primers of GRN, NOTCH3, FN1, and PINK1 and TaqMan universal PCR master mix (Applied Biosystems, Germany). For analysis, the real-time quantitative reverse transcription polymerase chain reaction (qRT-PCR) on a 7500 Fast Real-Time PCR System (Applied Biosystems, UK) was used. Amplification was initiated with 10-min incubation at 95 °C followed by 40 cycles of 15 s at 95 °C and 1 min at 60 °C. The results were calculated using the ΔΔCT method and expressed as a fold-change between the control (non-endometriosis endometrium) and the different EM groups. RPL0 was used as a housekeeping gene for the normalization of the CT values. The following primers were used: GRN (Hs00173570_m1, Thermo Fisher Scientific, Germany), NOTCH3 (Hs01128541_m1, Thermo Fisher Scientific, Germany), FN1 (Hs001549976_m1, Thermo Fisher Scientific, Germany), PINK1 (Hs00260868_m1, Thermo Fisher Scientific, Germany), RPL0 (Hs99999902_m1, Thermo Fisher Scientific, Germany).
Immunohistochemistry
For immunostaining, the tissues frozen in O.C.T.™ Compound (Tissue Tek, Netherlands) were sliced in 7-μm serial sections and fixed with acetone at 4 °C. After rinsing the sections in PBS (Gibco, USA) (2 × 5 min), the unspecific bindings were blocked using a blocking solution (Candor Bioscience, Germany). The sections were incubated overnight at 4 °C with an unconjugated specific primary antibody. The endogenous peroxidase was blocked with 0.3% H2O2 in TBS (1 l deionized water, 6.05 g Tris, 8.76 g NaCl, pH 7.5). The sections were incubated with a biotinylated secondary antibody for 30 min to 1 h depending on the antibody and followed by a 30-min incubation with a streptavidin-peroxidase complex (Vectastain, UK). After rinsing in PBS (2 × 2 min), staining was visualized with an AEC Plus substrate solution (Dako, USA) for 15 min followed by a counterstaining with hematoxylin (Dako, Germany). Following another rinse with water, the sections were dehydrated at room temperature and mounted with Aquatex (Merck, Germany). Negative controls were performed omitting the primary antibody. The following primary and secondary antibodies in mentioned concentrations were used: anti-PGRN (goat IgG, 1:200, AF2420, R&D Systems, USA, RRID:AB_2114489), anti-NOTCH3 (rabbit IgG, 1:200, ab23426, Abcam, USA, RRID:AB_776841), anti-FN1 (mouse IgG, 1:200, ab6328, Abcam, USA, RRID:AB_305428), anti-PINK1 (mouse IgG, 1:50, ab186303, Abcam, USA, RRID:AB_2827698), anti-goat IgG (1:200, PK-1605, Vectastain, UK), anti-rabbit IgG (1:500, TD268284, Dako, USA), anti-mouse IgG (1:300, PK-6102, Vectastain, UK).
The samples were evaluated by two independent observers who were blinded to the sample background. The expression of the proteins was classified as the product of defined percentage and the intensity called intensity–reactivity score (IRS). The percentage of staining cells were specified as follows: 0 for no documented positive staining cell; 1 for < 10% positive staining cells; 2 for 10–50%; 3 for 50–70%, and 4 for > 80%. Moreover, in terms of intensity of the stain, the following scores were designated: 0 for no marked stains; 1 for weak; 2 for moderate, and 3 for high intensity of staining.
Protein analysis via ELISA
Protein extracts were obtained from samples by tissue homogenization in lysis buffer (Cloud-Clone Corp., USA) and centrifugation for 10 min at 2590×/g at 4 °C followed by 5 min at 5000×/g at 4 °C according to the manufacturer’s instructions. Protein concentration was determined by Bradford protein assay kit (Bio-Rad, Germany). Enzyme-linked immunosorbent assay (ELISA) was performed to quantify the protein levels of GRN, NOTCH3, FN1, and PINK1. Standards, samples, reagents, and microplate preparations were performed as described by the manufacturer. Optical density of each well was measured using a microplate reader at a wavelength of 450 nm (Anthos Labtec Instruments, Austria). All conditions were measured in duplicates. Protein concentrations were calculated using the mean of the duplicates in relation to the total protein amount. The following kits were used: Progranulin ELISA Kit (No. E-EL-H1578, Elabscience, USA), Human Notch Homolog 3 ELISA Kit (No. SEL147Hu, Cloud-Clone Corp., USA), Quantikine ELISA Human Fibronectin (No. DFBN10, R&D Systems, USA), Human PINK1 ELISA Kit (No. MBS9327222, MyBioSource, USA).
Statistical analysis
SPSS® version 24.0 (IBM SPPS, USA) was used to perform statistical analyses. The continuous variables were expressed as mean ± standard deviations (SEM). Descriptive analysis presents the median, range, and standard deviation (SD). Unpaired Student’s t test was conducted for numerical variable analysis. Normal distribution was tested by the Kolmogorov–Smirnov test. For non-parametric analysis, we applied the Mann–Whitney U test. p < 0.05 was defined as statistically significant.
Results
Patients’ characteristics
In total, endometrial samples of 58 women were divided according to the degree of underlying EM into four categories: women without EM were used as control; women with minimal (ASRM I), mild (ASRM II), and moderate (ASRM III) EM. As shown in Table 1, there was no significant difference noted regarding female age, parity, gravity, number of previous abortions, and day of menstrual cycle when the biopsy was taken between the groups.
Table 1.
All | Control | ASRM I | ASRM II | ASRM III | |
---|---|---|---|---|---|
n | 58 | 18 | 16 | 11 | 13 |
Mean age | 32.77 | 32.94 | 32.47 | 32.91 | 32.77 |
± SEM | 0.56 | 1.15 | 1.25 | 0.74 | 1.09 |
Minimum age | 21 | 21 | 23 | 30 | 25 |
Maximum age | 41 | 41 | 41 | 37 | 37 |
Mean cycle day | 10.83 | 11.88 | 10.80 | 10.55 | 10.08 |
± SEM | 0.32 | 0.80 | 0.46 | 0.68 | 0.42 |
GRN, NOTCH, FN1, and PINK1 gene expression
To analyze the molecular differences in gene expression among the groups, we assessed the mRNA expression levels of GRN, NOTCH3, FN1, and PINK1. Descriptive data of gene expression is presented in panel 1 of Table 2. Figure 1 shows the significant effect of changes in gene expression according to the severity of the disease. In all assessed protein coding genes, mRNA expression in women with minimal EM (ASRM I) seems to be overexpressed compared with the others.
Table 2.
Control | ASRM I | ASRM II | ASRM III | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Median | Range | SD | Median | Range | SD | Median | Range | SD | Median | Range | SD | |
Panel 1: PCR* (n = 40) | ||||||||||||
GRN | 12.08 | 3.65 | 1.48 | 10.12 | 1.61 | 0.56 | 11.24 | 3.60 | 1.15 | 10.60 | 3.09 | 1.02 |
NOTCH 3 | 10.72 | 5.40 | 1.89 | 8.02 | 2.98 | 1.04 | 9.98 | 2.73 | 0.94 | 9.14 | 5.22 | 1.66 |
FN 1 | 10.07 | 4.74 | 1.65 | 8.87 | 4.67 | 1.41 | 10.37 | 2.80 | 0.87 | 10.15 | 4.89 | 1.55 |
PINK 1 | 10.01 | 5.23 | 1.62 | 9.31 | 2.66 | 0.81 | 10.43 | 3.03 | 0.82 | 10.06 | 2.22 | 0.84 |
Panel 2: IHC* (n = 18) | ||||||||||||
GRN | 3.50 | 2.13 | 0.86 | 3.38 | 2.38 | 0.94 | 3.75 | 3.13 | 1.71 | 3.88 | 3.13 | 1.22 |
NOTCH 3 | 4.17 | 5.67 | 2.49 | 4.67 | 3.83 | 1.43 | 7.33 | 1.83 | 0.93 | 5.83 | 6.67 | 2.55 |
FN 1 | 11.00 | 3.00 | 1.34 | 9.00 | 4.00 | 1.64 | 11.00 | 1.00 | 0.58 | 12.00 | 2.00 | 1.10 |
PINK 1 | 2.5 | 5.00 | 2.12 | 3.00 | 4.75 | 2.02 | 5.00 | 2.00 | 1.00 | 2.05 | 4.25 | 1.97 |
Panel 3: ELISA* (n = 40) | ||||||||||||
GRN | 110.57 | 182.69 | 60.00 | 60.38 | 192.96 | 54.02 | 70.19 | 137.02 | 39.66 | 60.09 | 88.99 | 26.92 |
FN1 | 108.08 | 53.44 | 17.49 | 102.33 | 125.76 | 35.89 | 80.79 | 86.19 | 26.22 | 75.20 | 63.34 | 19.05 |
*Unit: the results of PCR are shown in ΔCт; the intensity–reactivity score was used to measure IHC; the results of ELISA are presented in pg/mg for GRN and ng/mg for FN1
The gene expression of GRN within eutopic endometrium is significantly increased in the minimal EM disease (ASRM I) compared with the control (p < 0.01). Furthermore, a reduction in expression in the higher stages of the disease compared with minimal disease is seen, reaching a significant downregulation in ASRM II compared with ASRM I (p < 0.05). Last, but not the least, comparing all assessed EM groups with the control group, a significant higher gene expression of GRN was noted in women with EM (p < 0.05).
NOTCH3 demonstrated a similar gene expression pattern within eutopic endometrium with a significant increase in expression in minimal disease (ASRM I) compared with the healthy control (p < 0.01). In addition, NOTCH3 is differentially expressed within the different degrees of the disease with a significant decrease (nearly to the extent of the control) in ASRM II (p < 0.001) and ASRM III (p < 0.05) compared with ASRM I.
While the gene expression of FN1 and PINK1 in minimal disease (ASRM I) was increased compared with that in the healthy control, as mentioned prior, this did not reach significance. But again, we found a significant decrease in gene expression of both genes between ASRM II compared with ASRM I (p < 0.01) as well as ASRM III compared with ASRM I (p < 0.05).
Immunoreactivity of GRN, NOTCH3, FN1, and PINK1
Immunohistochemistry demonstrated a significant level of all examined proteins in every eutopic endometrial tissue sample. Figure 2 depicts some exemplary cases of the immunohistochemical staining for GRN, NOTCH3, FN1, and PINK1 in endometrial tissue without EM as well as minimal, mild, and moderate EM. The descriptive data of the IHC is shown in panel 2 of Table 2.
GRN seemed to be strongly expressed in the cytoplasm of stromal cells compared with that of epithelial cells; nevertheless, a difference in expression could only be noted in the compartment of the epithelial cells between the groups of EM. Particularly epithelial cells of women with ASRM II seemed to be stained more than in women with other stages of the disease or the control.
NOTCH3 was expressed in the nuclear compartment but not in the cytoplasm of the cells. While the expression in stromal cells was slightly noted, NOTCH3 seemed to be more dominantly expressed in epithelial and endothelial cells. Although the staining of NOTCH3 did not change significantly between the different groups, it seemed to be more pronounced in women with ASRM II.
The expression of FN1 was dominantly noted in stromal and endothelial cells in every endometrial tissue but not in epithelial cells. As shown in Fig. 3, no significant differences were seen regarding the intensity of staining of FN1 in endothelial cells between the different groups. However, a tendency is observed on stronger expression in stromal cells of women with mild and moderate EM.
The staining of PINK1 was noted in both cytoplasm and nucleoplasm and seemed to be greatly expressed in epithelial than in stromal cells. Although there was no significance found among the different groups, we could detect the most dominant expression in endometrial tissue of women with ASRM II and the lowest in ASRM III samples
Lower GRN and FN1 protein expression in patients with EM
We performed enzyme-linked immunosorbent assay (ELISA) to obtain a quantitative analysis about the differences in protein expression between the four assessed groups: no EM, ASRM I, ASRM II, and ASRM III. Descriptive data for protein expression is presented in panel 3 of Table 2. Figure 4 shows the significant effects of changes in protein levels of GRN and FN1 for each stage of the disease. While the protein levels of NOTCH 3 were undetectable, PINK1 had very low quantities of secreted protein and was only detectable in 12 out of 40 samples. This is in agreement with our IHC findings, where NOTCH3 and PINK1 showed only slight expression especially in the cytoplasm.
Sufficient protein expression however was found in GRN, which demonstrated a significantly lower expression in women with EM compared with women without EM (p < 0.01). Moreover, the protein expression decreased depending on the severity of the disease. The higher the stage of EM, the lower the concentration of GRN in eutopic endometrial tissue. In endometrial tissues of healthy women (122.74 ± 18.97 pg/mg), GRN was on average 38% higher expressed than in women with ASRM I (76.92 ± 17.08 pg/mg). The expression was even lower in women with ASRM II (75.08 ± 12.54) and reduced 45% in women with ASRM III (66.83 ± 8.51 pg/mg, p < 0.05). However, values for GRN expression were not normally distributed. In order to test the robustness of our results, we conducted additional non-parametric tests (Mann–Whitney U test). All results remain to be significant.1
The same pattern was seen in the relative protein expression of FN1. Our data shows that the protein expression of FN1 is significantly downregulated in women with EM in comparison with that in women without EM (p < 0.05). The mean concentration of FN1 protein amount in the whole endometrium sample was reduced 12% among women with minimal EM (99.19 ± 11.35 ng/mg), 25% for women with mild EM (85.36 ± 8.29 ng/mg; p < 0.001), and even 30% among women with moderate EM (79.28 ± 6.02 ng/mg; p < 0.05) compared with women without EM (112.55 ± 5.53 ng/mg).
Discussion
In this study, we show differences in protein and gene expression of selected genes among the different degrees of EM, according to the ASRM classification, as well as compared with the endometrium of healthy controls. For the first time, we demonstrate an association of GRN, NOTCH3, FN1, and PINK1 with the disease of EM. Their role in other tissues and physiological or pathological mechanisms has been described in many other studies [3, 10, 30, 39]; the regulation of the selected proteins in human EM however remains to be examined.
GRN is a pleiotropic glycoprotein and growth factor with proliferative, invasive, and anti-inflammatory properties [17]. Despite the fact that a couple of studies have attributed GRN a role within blastocyst development and implantation of mice and mink [12, 13, 31], very little is known of its function in human endometrium. In our study, GRN mRNA expression is considerably upregulated in women with EM compared with that in healthy controls, which may contribute to its role in inflammation and cell proliferation process. Moreover, our findings of GRN protein expression show a significant continuous reduction in expression level the higher the degree of the disease. While Qin et al. demonstrated that the addition of recombinant GRN in blastocyst culture media promoted blastocyst hatching, adhesion, and outgrowth, rabbit anti-mouse GRN IgG reduced that effect [31]. The reduction of GRN in the endometrium of women with EM may have a negative effect on blastocyst development, potentially contributing to a reduction of implantation rates in affected women, as seen in women with EM according to the severity of the disease [37].
There are few studies revealing Notch expression in the endometrium [2, 25, 26]. It is known that the Notch signaling pathway plays a fundamental role in the development of diverse organisms including mammals [3]. Currently, the Notch system is believed to impact differentiation, proliferation, and apoptosis and last but not the least influence organ formation and morphogenesis [3]. In addition, the Notch genes seem to influence the regulation and remodeling of the vascular system [34], including angiogenesis in endometrial cancer [27]. As little is known about the function of Notch signaling in the reproductive tract, this is the first study showing the effects of NOTCH3 in EM. Similar to the findings of Mikhailik et al. (25) describing NOTCH 1–3 expression in both, endometrial stromal and epithelial cells, we also observed a positive staining in these two cell types. Furthermore, while Shawber et al. described NOTCH3 as the only Notch ligand not expressed in capillary endothelial cells but in pericytes in the preimplantation uterus of mice [35], we found a moderate immunopositivity of NOTCH3 in the endothelium of endometrial blood vessels. Similar to the findings of Cobellis et al. showing a nuclear expression of NOTCH1 and NOTCH4 in the endometrium [11], we also detected positive immunostaining of NOTCH3 exclusively in the nuclear cell compartment. Therefore, our results indicate that not only NOTCH1 and 4 but also NOTCH3 plays an important role in angiogenesis of the endometrium. Our investigations on mRNA level exhibited a particular elevated level of NOTCH3 gene expression in women with minimal EM compared with women without EM, as well as an overall elevated expression. The fact that Notch signaling protein expression is increased in human endometrial carcinoma cells compared with that in healthy endometrial cells [27] is in line with the assumed effect of NOTCH3 in proliferation and differentiation [3]. Furthermore, this observation poses again the question of the parallel operations between EM and malignancy. Caused by its overexpression in several types of cancers, NOTCH3 has already been investigated as a target for anticancer drugs [6]. In addition, recent studies showed an activation of the Notch domain and its abnormal signaling in connection with chronic inflammatory diseases leading to pathological fibrotic processes [22], which underlines the possible relevance of NOTCH3 in the development of EM. Therefore, our findings of overexpression of NOTCH3 in patients with EM may open a new perspective of NOTCH3 as a target for EM therapy, particularly in early disease.
FN1 is a glycoprotein of the extracellular matrix, which is involved in important cellular mechanisms including cell adhesion, migration, wound healing, blood coagulation, and even metastasis [30]. Some studies already analyzed FN1 and its role in the endometrium and implantation [8, 40, 41], as well as in pathogenesis of EM [29, 32]. Sapkota et al. identified in a meta-analysis of SNPs the association of the FN1 locus with EM, mainly with moderate-to-severe EM [32]. Based on these genomic findings, we wanted to investigate the role of FN1 directly in eutopic endometrial tissue of women with EM. Others, like Beliard et al., suggested FN1 could have a function in persistence of endometriotic lesions and found elevated FN1 receptor expression in the endometriotic glands in peritoneal lesion compared with the eutopic endometrium of healthy controls [5]. While they had a small number of eutopic and ectopic tissues during different phases of the menstrual cycle, they did not find a difference in FN1 expression between the tissues [5]. In contrast to their study, we used only mid-to-late proliferative samples with clearly determined stages of EM disease, where we were able to detect changes in protein expression showing a stage-dependent reduction of FN1 expression, suggesting that not only the receptors are regulated in endometrium of women with EM, but also the FN1 protein itself plays a role in endometriosis. Furthermore, while Beliard et al. demonstrated an upregulation of FN receptor within epithelium of ectopic lesions [5], FN1 as seen in our IHC is exclusively expressed in the capillary endothelium and endometrial stromal cells and not in the epithelium. The localization of FN1 in the endothelium could potentially contribute to its role in angiogenesis that is depicted in tumor pathogenesis [23]. As FN1 and its receptors are believed to be important in mammalian reproduction and placentation [8], with a particular impact on blastocyst adhesion and implantation [40], the dysregulation of FN1 in the eutopic endometrium of women with EM may potentially affect the implantation potential of patients with EM. However, this remains to be further analyzed.
Mutations in PINK1 seem to play an important role in the pathogenesis of Parkinson’s disease [38]. Besides that, little is known about PINK1’s function in other human tissues. Herein, we investigated for the first time the role of PINK1 in the eutopic human endometrium of women with and without EM. Our data show a mild expression of PINK1 in stromal cells and a moderate expression in the glandular epithelium of the human endometrium of healthy women as well as in the endometrium of all different types of EM. We even could find a mild increase, however not significant, in women with endometriosis ASRM I and even further with ASRM II, which gets lost in ASRM III. Interesting enough, Barodia et al. describe that a deficit of PINK1 results in increased mitochondrial autophagy leading to an accumulation of reactive oxygen radicals [4]. Recent studies defined oxidative stress as an important factor in the pathophysiology of endometriosis due to an imbalance between reactive oxygen species and antioxidants, resulting in an inflammatory response within the peritoneal cavity [33]. While we do not observe a reduction in PINK1 expression in women with EM, we experience a dysregulation of PINK1 with a particular high gene expression in minimal disease that vanishes over the progression of the disease. The importance of this finding within the proliferative phase of the cycle remains to be elucidated further.
To the best of our knowledge, this is the first study assessing GRN, NOTCH3, FN1, and PINK1 among the different degrees of EM. We could show differential expression of these genes and proteins within the different stages of EM as well as to healthy endometrium. These findings may support the suggestion of a potentially distinct entity and physiopathology between minimal, mild, and moderate EM already notable within the eutopic endometrium. Furthermore, our results open a new field of interest regarding potential biomarkers of EM as well as a better understanding of differences in gene and protein expression in women with EM. However, a prospective validation is required for the actual function of the investigated proteins and genes in EM and their use as clinical biomarkers.
Acknowledgments
We thank all the patients who donated tissue for this project.
Abbreviations
- ELISA
enzyme-linked immunosorbent assay
- EM
endometriosis
- FN1
fibronectin 1
- GRN
progranulin
- NOTCH3
neurogenic locus notch homolog protein 3
- PINK1
phosphatase and tensin homolog–induced kinase 1
- PBS
phosphate-buffered saline
- qRT-PCR
real-time quantitative reverse transcription polymerase chain reaction
- TBS
Tris-buffered saline
Author contributions
Conceptualization: Amanda Machado Weber, Isabell Holzer, Alexander Freis, and Ariane Germeyer
Methodology: Isabell Holzer, Amanda Machado Weber, Julia Jauckus, and Ariane Germeyer
Formal analysis and investigation: Isabell Holzer, Amanda Machado Weber, Julia Jauckus, and Ariane Germeyer
Writing—original draft preparation: Isabell Holzer
Writing—review and editing: Isabell Holzer, Amanda Machado Weber, Anne Marshall, Alexander Freis, and Ariane Germeyer
Visualization: Isabell Holzer
Data curation: Isabell Holzer, Amanda Machado Weber, and Julia Jauckus
Resources: Ariane Germeyer and Thomas Strowitzki
Supervision: Ariane Germeyer
Project administration: Ariane Germeyer
Funding Information
Open Access funding provided by Projekt DEAL.
Compliance with ethical standards
Conflict of interest
The authors declare that they have no conflict of interest.
Ethics approval
All procedures performed in studies involving human participants were in accordance with the ethical standards of the national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards. The study was approved by the ethics protocol of the Ruprecht Karls University Heidelberg (S239/2005).
Informed consent
Written informed consent for the use of samples was obtained from all individual participants included in the study.
Consent to publish
Not applicable.
Footnotes
Results of the Mann–Whitney U test (exemplary only significant values are shown): GRN—control versus ASRM II: p = 0.043, control versus ASRM III: p = 0.011, control versus EM: p = 0.006; FN1—control versus ASRM II: p = 0.009, control versus ASRM III: p = 0.003, control versus EM: p = 0,006.
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Isabell Holzer and Amanda Machado Weber contributed equally to this work.
References
- 1.Acien P, Velasco I, Acien M, Capello C, Vela P. Epithelial ovarian cancers and endometriosis. Gynecol Obstet Investig. 2015;79:126–135. doi: 10.1159/000367597. [DOI] [PubMed] [Google Scholar]
- 2.Afshar Y, Stanculescu A, Miele L, Fazleabas AT. The role of chorionic gonadotropin and Notch1 in implantation. J Assist Reprod Genet. 2007;24:296–302. doi: 10.1007/s10815-007-9149-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Artavanis-Tsakonas S, Rand MD, Lake RJ. Notch signaling: cell fate control and signal integration in development. Science. 1999;284:770–776. doi: 10.1126/science.284.5415.770. [DOI] [PubMed] [Google Scholar]
- 4.Barodia SK, Creed RB, Goldberg MS. Parkin and PINK1 functions in oxidative stress and neurodegeneration. Brain Res Bull. 2017;133:51–59. doi: 10.1016/j.brainresbull.2016.12.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Beliard A, Donnez J, Nisolle M, Foidart JM. Localization of laminin, fibronectin, E-cadherin, and integrins in endometrium and endometriosis. Fertil Steril. 1997;67:266–272. doi: 10.1016/s0015-0282(97)81909-7. [DOI] [PubMed] [Google Scholar]
- 6.Bolos V, Grego-Bessa J, de la Pompa JL. Notch signaling in development and cancer. Endocr Rev. 2007;28:339–363. doi: 10.1210/er.2006-0046. [DOI] [PubMed] [Google Scholar]
- 7.Brilhante AV, Augusto KL, Portela MC, Sucupira LC, Oliveira LA, Pouchaim AJ, Nobrega LR, Magalhaes TF, Sobreira LR. Endometriosis and ovarian cancer: an integrative review (endometriosis and ovarian cancer) Asian Pac J Cancer Prev. 2017;18:11–16. doi: 10.22034/apjcp.2017.18.1.11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Bronson RA, Fusi FM. Integrins and human reproduction. Mol Hum Reprod. 1996;2:153–168. doi: 10.1093/molehr/2.3.153. [DOI] [PubMed] [Google Scholar]
- 9.Buck Louis GM, Hediger ML, Peterson CM, Croughan M, Sundaram R, Stanford J, Chen Z, Fujimoto VY, Varner MW, Trumble A, Giudice LC. Incidence of endometriosis by study population and diagnostic method: the ENDO study. Fertil Steril. 2011;96:360–365. doi: 10.1016/j.fertnstert.2011.05.087. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Chitramuthu BP, Bennett HPJ, Bateman A. Progranulin: a new avenue towards the understanding and treatment of neurodegenerative disease. Brain. 2017;140:3081–3104. doi: 10.1093/brain/awx198. [DOI] [PubMed] [Google Scholar]
- 11.Cobellis L, Caprio F, Trabucco E, Mastrogiacomo A, Coppola G, Manente L, Colacurci N, De Falco M, De Luca A. The pattern of expression of Notch protein members in normal and pathological endometrium. J Anat. 2008;213:464–472. doi: 10.1111/j.1469-7580.2008.00963.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Desmarais JA, Cao M, Bateman A, Murphy BD. Spatiotemporal expression pattern of progranulin in embryo implantation and placenta formation suggests a role in cell proliferation, remodeling, and angiogenesis. Reproduction. 2008;136:247–257. doi: 10.1530/rep-08-0044. [DOI] [PubMed] [Google Scholar]
- 13.Diaz-Cueto L, Arechavaleta-Velasco F, Gerton GL. Methods to study the role of progranulin in preimplantation mouse embryo development. Methods Mol Biol. 2018;1806:289–304. doi: 10.1007/978-1-4939-8559-3_19. [DOI] [PubMed] [Google Scholar]
- 14.Giudice LC. Clinical practice. Endometriosis. N Engl J Med. 2010;362:2389–2398. doi: 10.1056/NEJMcp1000274. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Giudice LC, Kao LC. Endometriosis. Lancet. 2004;364:1789–1799. doi: 10.1016/s0140-6736(04)17403-5. [DOI] [PubMed] [Google Scholar]
- 16.Haas D, Shebl O, Shamiyeh A, Oppelt P. The rASRM score and the Enzian classification for endometriosis: their strengths and weaknesses. Acta Obstet Gynecol Scand. 2013;92:3–7. doi: 10.1111/aogs.12026. [DOI] [PubMed] [Google Scholar]
- 17.He Z, Bateman A. Progranulin (granulin-epithelin precursor, PC-cell-derived growth factor, acrogranin) mediates tissue repair and tumorigenesis. J Mol Med (Berl) 2003;81:600–612. doi: 10.1007/s00109-003-0474-3. [DOI] [PubMed] [Google Scholar]
- 18.Husby GK, Haugen RS, Moen MH. Diagnostic delay in women with pain and endometriosis. Acta Obstet Gynecol Scand. 2003;82:649–653. doi: 10.1034/j.1600-0412.2003.00168.x. [DOI] [PubMed] [Google Scholar]
- 19.Kennedy S, Bergqvist A, Chapron C, D'Hooghe T, Dunselman G, Greb R, Hummelshoj L, Prentice A, Saridogan E. ESHRE guideline for the diagnosis and treatment of endometriosis. Hum Reprod. 2005;20:2698–2704. doi: 10.1093/humrep/dei135. [DOI] [PubMed] [Google Scholar]
- 20.Kuivasaari P, Hippelainen M, Anttila M, Heinonen S. Effect of endometriosis on IVF/ICSI outcome: stage III/IV endometriosis worsens cumulative pregnancy and live-born rates. Hum Reprod. 2005;20:3130–3135. doi: 10.1093/humrep/dei176. [DOI] [PubMed] [Google Scholar]
- 21.Kumar R, Clerc AC, Gori I, Russell R, Pellegrini C, Govender L, Wyss JC, Golshayan D, Canny GO. Lipoxin A(4) prevents the progression of de novo and established endometriosis in a mouse model by attenuating prostaglandin E(2) production and estrogen signaling. PLoS One. 2014;9:e89742. doi: 10.1371/journal.pone.0089742. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Kumar R, Juillerat-Jeanneret L, Golshayan D. Notch antagonists: potential modulators of cancer and inflammatory diseases. J Med Chem. 2016;59:7719–7737. doi: 10.1021/acs.jmedchem.5b01516. [DOI] [PubMed] [Google Scholar]
- 23.Lugano R, Vemuri K, Yu D, Bergqvist M, Smits A, Essand M, Johansson S, Dejana E, Dimberg A. CD93 promotes beta1 integrin activation and fibronectin fibrillogenesis during tumor angiogenesis. J Clin Invest. 2018;128:3280–3297. doi: 10.1172/jci97459. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Matsuzaki S, Maleysson E, Darcha C. Analysis of matrix metalloproteinase-7 expression in eutopic and ectopic endometrium samples from patients with different forms of endometriosis. Hum Reprod. 2010;25:742–750. doi: 10.1093/humrep/dep435. [DOI] [PubMed] [Google Scholar]
- 25.Mazella J, Liang S, Tseng L. Expression of delta-like protein 4 in the human endometrium. Endocrinology. 2008;149:15–19. doi: 10.1210/en.2007-0477. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Mikhailik A, Mazella J, Liang S, Tseng L. Notch ligand-dependent gene expression in human endometrial stromal cells. Biochem Biophys Res Commun. 2009;388:479–482. doi: 10.1016/j.bbrc.2009.07.037. [DOI] [PubMed] [Google Scholar]
- 27.Mitsuhashi Y, Horiuchi A, Miyamoto T, Kashima H, Suzuki A, Shiozawa T. Prognostic significance of Notch signalling molecules and their involvement in the invasiveness of endometrial carcinoma cells. Histopathology. 2012;60:826–837. doi: 10.1111/j.1365-2559.2011.04158.x. [DOI] [PubMed] [Google Scholar]
- 28.Ogawa S, Kaku T, Amada S, Kobayashi H, Hirakawa T, Ariyoshi K, Kamura T, Nakano H. Ovarian endometriosis associated with ovarian carcinoma: a clinicopathological and immunohistochemical study. Gynecol Oncol. 2000;77:298–304. doi: 10.1006/gyno.2000.5765. [DOI] [PubMed] [Google Scholar]
- 29.Pagliardini L, Gentilini D, Vigano P, Panina-Bordignon P, Busacca M, Candiani M, Di Blasio AM. An Italian association study and meta-analysis with previous GWAS confirm WNT4, CDKN2BAS and FN1 as the first identified susceptibility loci for endometriosis. J Med Genet. 2013;50:43–46. doi: 10.1136/jmedgenet-2012-101257. [DOI] [PubMed] [Google Scholar]
- 30.Pankov R, Yamada KM. Fibronectin at a glance. J Cell Sci. 2002;115:3861–3863. doi: 10.1242/jcs.00059. [DOI] [PubMed] [Google Scholar]
- 31.Qin J, Diaz-Cueto L, Schwarze JE, Takahashi Y, Imai M, Isuzugawa K, Yamamoto S, Chang KT, Gerton GL, Imakawa K. Effects of progranulin on blastocyst hatching and subsequent adhesion and outgrowth in the mouse. Biol Reprod. 2005;73:434–442. doi: 10.1095/biolreprod.105.040030. [DOI] [PubMed] [Google Scholar]
- 32.Sapkota Y, Steinthorsdottir V, Morris AP, Fassbender A, Rahmioglu N, De Vivo I, Buring JE, Zhang F, Edwards TL, Jones S, Dorien O, Peterse D, Rexrode KM, Ridker PM, Schork AJ, MacGregor S, Martin NG, Becker CM, Adachi S, Yoshihara K, Enomoto T, Takahashi A, Kamatani Y, Matsuda K, Kubo M, Thorleifsson G, Geirsson RT, Thorsteinsdottir U, Wallace LM, Yang J, Velez Edwards DR, Nyegaard M, Low SK, Zondervan KT, Missmer SA, D’Hooghe T, Montgomery GW, Chasman DI, Stefansson K, Tung JY, Nyholt DR. Meta-analysis identifies five novel loci associated with endometriosis highlighting key genes involved in hormone metabolism. Nat Commun. 2017;8:15539. doi: 10.1038/ncomms15539. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Scutiero G, Iannone P, Bernardi G, Bonaccorsi G, Spadaro S, Volta CA, Greco P, Nappi L. Oxidative stress and endometriosis: a systematic review of the literature. Oxidative Med Cell Longev. 2017;2017:7265238–7265237. doi: 10.1155/2017/7265238. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Shawber CJ, Das I, Francisco E, Kitajewski J. Notch signaling in primary endothelial cells. Ann N Y Acad Sci. 2003;995:162–170. doi: 10.1111/j.1749-6632.2003.tb03219.x. [DOI] [PubMed] [Google Scholar]
- 35.Shawber CJ, Lin L, Gnarra M, Sauer MV, Papaioannou VE, Kitajewski JK, Douglas NC. Vascular Notch proteins and Notch signaling in the peri-implantation mouse uterus. Vasc Cell. 2015;7:9. doi: 10.1186/s13221-015-0034-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Simoens S, Dunselman G, Dirksen C, Hummelshoj L, Bokor A, Brandes I, Brodszky V, Canis M, Colombo GL, DeLeire T, Falcone T, Graham B, Halis G, Horne A, Kanj O, Kjer JJ, Kristensen J, Lebovic D, Mueller M, Vigano P, Wullschleger M, D'Hooghe T. The burden of endometriosis: costs and quality of life of women with endometriosis and treated in referral centres. Hum Reprod. 2012;27:1292–1299. doi: 10.1093/humrep/des073. [DOI] [PubMed] [Google Scholar]
- 37.Tanbo T, Fedorcsak P. Endometriosis-associated infertility: aspects of pathophysiological mechanisms and treatment options. Acta Obstet Gynecol Scand. 2017;96:659–667. doi: 10.1111/aogs.13082. [DOI] [PubMed] [Google Scholar]
- 38.Valente EM, Abou-Sleiman PM, Caputo V, Muqit MM, Harvey K, Gispert S, Ali Z, Del Turco D, Bentivoglio AR, Healy DG, Albanese A, Nussbaum R, Gonzalez-Maldonado R, Deller T, Salvi S, Cortelli P, Gilks WP, Latchman DS, Harvey RJ, Dallapiccola B, Auburger G, Wood NW. Hereditary early-onset Parkinson’s disease caused by mutations in PINK1. Science. 2004;304:1158–1160. doi: 10.1126/science.1096284. [DOI] [PubMed] [Google Scholar]
- 39.Voigt A, Berlemann LA, Winklhofer KF. The mitochondrial kinase PINK1: functions beyond mitophagy. J Neurochem. 2016;139(Suppl 1):232–239. doi: 10.1111/jnc.13655. [DOI] [PubMed] [Google Scholar]
- 40.Wang J, Armant DR. Integrin-mediated adhesion and signaling during blastocyst implantation. Cells Tissues Organs. 2002;172:190–201. doi: 10.1159/000066970. [DOI] [PubMed] [Google Scholar]
- 41.Wang J, Mayernik L, Armant DR. Trophoblast adhesion of the peri-implantation mouse blastocyst is regulated by integrin signaling that targets phospholipase C. Dev Biol. 2007;302:143–153. doi: 10.1016/j.ydbio.2006.09.015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Zondervan KT, Becker CM, Koga K, Missmer SA, Taylor RN, Vigano P. Endometriosis. Nat Rev Dis Primers. 2018;4:9. doi: 10.1038/s41572-018-0008-5. [DOI] [PubMed] [Google Scholar]