Evaluating plasma adipokines and their cognate receptors as biomarkers for non-invasive diagnosis of endometrial cancer.
Endometrial cancer (EC) is the most common gynaecological malignancy in developed countries. Early detection remains challenging, with no established plasma-based biomarkers for clinical use. This study aimed to evaluate plasma adipokines and their receptor expression as diagnostic biomarkers for EC. Plasma levels of leptin, soluble leptin receptor, visfatin and asprosin were quantified in EC and control patients using ELISA. The free leptin index (FLI) was calculated as a ratio of leptin to soluble leptin receptor. Gene expression of corresponding receptors, including leptin receptor (Ob-R), insulin receptor (INSR), glucagon-like peptide-1 receptor [GLP-1 receptor (GLP-1R)], and asprosin-associated receptors, toll-like receptor 4 (TLR4), protein tyrosine phosphatase receptor type D (PTPRD), and olfactory receptor family 4 subfamily M member 1, was assessed by RT-qPCR from total blood. Plasma leptin levels were significantly elevated in EC patients, with the FLI over four times higher than controls (P=0.008). Soluble leptin receptor levels trended lower in EC, though non-significantly. Visfatin and asprosin plasma levels showed non-significant elevations. Gene expression analyses revealed significantly increased levels of GLP-1R, TLR4 and PTPRD in EC patients, suggestive of a diagnostic potential. Notably, plasma biomarker levels were not independently correlated with body mass index (BMI). Elevated FLI and up-regulation of adipokine receptor expression highlight the potential of combining plasma-based and molecular biomarkers for EC diagnosis. However, the lack of independence from BMI and conflicting literature underscores the need for larger, standardised studies to validate these findings and determine clinical applicability.
- Research Article
4
- 10.3390/cancers16030582
- Jan 30, 2024
- Cancers
Background: Protein Tyrosine Phosphatase Receptor Type D (PTPRD) is involved in the regulation of cell growth, differentiation, and oncogenic transformation, as well as in brain development. PTPRD also mediates the effects of asprosin, which is a glucogenic hormone/adipokine derived following the cleavage of the C-terminal of fibrillin 1. Since the asprosin circulating levels are elevated in certain cancers, research is now focused on the potential role of this adipokine and its receptors in cancer. As such, in this study, we investigated the expression of PTPRD in endometrial cancer (EC) and the placenta, as well as in glioblastoma (GBM). Methods: An array of in silico tools, in vitro models, tissue microarrays (TMAs), and liquid biopsies were employed to determine the gene and protein expression of PTPRD in healthy tissues/organs and in patients with EC and GBM. Results: PTPRD exhibits high expression in the occipital lobe, parietal lobe, globus pallidus, ventral thalamus, and white matter, whereas in the human placenta, it is primarily localised around the tertiary villi. PTPRD is significantly upregulated at the mRNA and protein levels in patients with EC and GBM compared to healthy controls. In patients with EC, PTPRD is significantly downregulated with obesity, whilst it is also expressed in the peripheral leukocytes. The EC TMAs revealed abundant PTPRD expression in both low- and high-grade tumours. Asprosin treatment upregulated the expression of PTPRD only in syncytialised placental cells. Conclusions: Our data indicate that PTPRD may have potential as a biomarker for malignancies such as EC and GBM, further implicating asprosin as a potential metabolic regulator in these cancers. Future studies are needed to explore the potential molecular mechanisms/signalling pathways that link PTPRD and asprosin in cancer.
- Research Article
22
- 10.1016/j.fertnstert.2007.05.004
- Jul 20, 2007
- Fertility and Sterility
Metformin treatment does not affect total leptin levels and free leptin index in obese patients with polycystic ovary syndrome
- Research Article
9
- 10.1007/s11010-020-03803-w
- Jun 29, 2020
- Molecular and Cellular Biochemistry
Protein tyrosine phosphatase receptor type D (PTPRD) is a tumor suppressor gene that is epigenetically silenced and mutated in several cancers, including breast cancer. Since IL-6/STAT3 signaling is often hyperactivated in breast cancer and STAT3 is a direct PTPRD substrate, we investigated the role of PTPRD in breast cancer and the association between PTPRD and IL-6/STAT3 signaling. We found that PTPRD acts as a tumor suppressor in breast cancer tissues and that high PTPRD expression is positively associated with tumor size, lymph node metastasis, PCNA expression, and patient survival. Moreover, breast cancers with high PTPRD expression tend to exhibit high IL-6 and low phosphorylated-STAT3 expression. IL-6 was found to inhibit miR-34a transcription and induce PTPRD expression in breast cancer and breast epithelial cells, whereas PTPRD was shown to mediate activated STAT3 dephosphorylation and to be a conserved, direct target of miR-34a. IL-6-induced PTPRD upregulation was blocked by miR-34a mimics, whereas experimental PTPRD overexpression suppressed MDA-MB-231 cell migration, invasion, and epithelial to mesenchymal transition, decreased STAT3 phosphorylation, and increased miR-34a transcription. Our findings suggest that PTPRD mediates activated STAT3 dephosphorylation and is induced by the IL-6/STAT3-mediated transcriptional inhibition of miR-34a, thereby establishing a negative feedback loop that inhibits IL-6/STAT3 signaling overactivation.
- Abstract
- 10.1136/ijgc-2021-esgo.176
- Oct 1, 2021
- International Journal of Gynecologic Cancer
622 The role of angiogenic factors in endometrial cancer
- Research Article
5
- 10.3389/fonc.2022.972131
- Nov 24, 2022
- Frontiers in Oncology
BackgroundThe diversity of endometrial cancer (EC) dictates the need for precise early diagnosis and pre-operative stratification to select treatment options appropriately. Non-invasive biomarkers invaluably assist clinicians in managing patients in daily clinical practice. Currently, there are no validated diagnostic or prognostic biomarkers for EC that could accurately predict the presence and extent of the disease.MethodsOur study analyzed 202 patients, of whom 91 were diagnosed with EC and 111 were control patients with the benign gynecological disease. Using Luminex xMAP™ multiplexing technology, we measured the pre-operative plasma concentrations of six previously selected angiogenic factors – leptin, IL-8, sTie-2, follistatin, neuropilin-1, and G-CSF. Besides basic statistical methods, we used a machine-learning algorithm to create a robust diagnostic model based on the plasma concentration of tested angiogenic factors.ResultsThe plasma levels of leptin were significantly higher in EC patients than in control patients. Leptin was higher in type 1 EC patients versus control patients, and IL-8 was higher in type 2 EC versus control patients, particularly in poorly differentiated endometrioid EC grade 3. IL-8 plasma levels were significantly higher in EC patients with lymphovascular or myometrial invasion. Among univariate models, the model based on leptin reached the best results on both training and test datasets. A combination of age, IL-8, leptin and G-CSF was determined as the most important feature for the multivariate model, with ROC AUC 0.94 on training and 0.81 on the test dataset. The model utilizing a combination of all six AFs, BMI and age reached a ROC AUC of 0.89 on both the training and test dataset, strongly indicating the capability for predicting the risk of EC even on unseen data.ConclusionAccording to our results, measuring plasma concentrations of angiogenic factors could, provided they are confirmed in a multicentre validation study, represent an important supplementary diagnostic tool for early detection and prognostic characterization of EC, which could guide the decision-making regarding the extent of treatment.
- Research Article
1
- 10.22514/ejgo.2023.077
- Jan 1, 2023
- European Journal of Gynaecological Oncology
The data of 174 postmenopausal patients with abnormal uterine bleeding admitted were assessed to determine associated risk factors and develop and validate a prediction model to evaluate the risk of endometrial cancer in these patients. The patients were divided into a study group and a control group, among which 62 patients were diagnosed with endometrial cancer. A binary logistic regression analysis model using multifactorial regression analysis was established, and a column line graph of the prediction model was created using the R software. The model’s goodness-of-fit test was performed using the Hosmer-Lemeshow test, and SPSS (version 27, International Business Machines Corporation, Armonk, NY, USA) was used to plot the receiver operating characteristic (ROC) curve to evaluate the model’s predictive value. Binary logistic multifactorial regression analysis revealed that elevated body mass index (BMI), human epididymal protein 4 (HE4), cancer antigen 125 (CA125), combined fibroids and thickened endometrial cancer were risk factors for endometrial cancer in patients with abnormal postmenopausal uterine bleeding, based on which a probability model for predicting the risk of developing endometrial cancer in patients with abnormal postmenopausal uterine bleeding was constructed, and represented as P = 1/[1 + exp (4.227 − 4.594X1 − 2.029X5 − 1.165X6 − 1.817X7 − 2.080X8)]. In addition, the goodness-of-fit test, assessed using Hosmer and Lemeshow, yielded an χ2 value of 14.253 and a p-value of 0.075. Furthermore, the ROC curve analysis demonstrated an area under the curve (AUC) of 0.993 (95% confidence interval (CI), 0.892–0.974; p < 0.05). In conclusion, elevated BMI, HE4 and CA125, along with the presence of combined fibroids and thickened endometrial lining, were identified as significant risk factors for endometrial cancer in postmenopausal patients with abnormal uterine bleeding. The risk prediction model developed in this study provides a scientifically sound approach to assess the risk of endometrial cancer in these patients.
- Research Article
21
- 10.21037/atm-20-4733
- Sep 1, 2020
- Annals of Translational Medicine
Hepatocellular carcinoma (HCC) is the third most common cause of cancer-related mortality worldwide, and the methods for its treatment have shown limited efficacy. There is an urgent need to explore the underlying mechanism that are involved in hepatocarcinogenesis, contributing to find various signal molecular targets for HCC diagnosis, prevention and therapy. Recently, Various studies have illustrated protein tyrosine phosphatase receptor type D (PTPRD) is an important tumor-suppressor gene that is down-regulated in HCC and this downregulation occurs through its promoter hypermethylation. PTPRD is involved in the progression, migration, apoptosis, invasion and immune suppression of HCC. Also, PTPRD participates in several vital cellular signaling pathways, including PTPRD, signal transduction and activation of transcription 3 (STAT3), JAK, PTPRD, β-catenin, TCF, along with the PTPRD-CXCL8 axis, the PTPRD/phosphatidylinositol3-kinase (PI3K)/mammalian target of rapamycin (mTOR), and the PTPRD/PD-1/programmed death receptor ligand-1 (PD-L1) axis, thus playing an essential role in HCC. Therefore, PTPRD can be considered as a novel therapeutic target for HCC, and PTPRD-targeted therapeutics in combination with methylation inhibitors, immune checkpoint inhibitors and alternative targeted drugs maybe an innovative treatment method for HCC. However, clinical research of PTPRD-targeted therapies in HCC is greatly limited and tremendous efforts are strongly urged to evaluate its clinical performance in HCC. In this review, we summarized the physiological function and the significant effects of PTPRD and performed a comprehensive analysis of PTPRD-targeted strategies for HCC.
- Research Article
18
- 10.3389/fnmol.2022.859166
- Apr 14, 2022
- Frontiers in Molecular Neuroscience
Neuropathic pain is usually caused by injury or dysfunction of the somatosensory system, and medicine is a common way of treatment. Currently, there are still no satisfactory drugs, like opioids and lidocaine, which carry a high risk of addiction. Protein tyrosine phosphatase receptor type D (PTPRD) is a known therapeutic target in addiction pathways and small molecule inhibitors targeting it, such as 7-butoxy illudalic acid analog (7-BIA), have recently been developed to tackle addition. PTPRD is also upregulated in the dorsal root ganglion (DRG) in a rat model of neuropathic pain, but is not yet clear whether PTPRD contributes to the development of neuropathic pain. Here, we established a chronic constriction injury (CCI) and evaluated PTPRD expression and its association with neuropathic pain. PTPRD expression was found to gradually increase after CCI in DRGs, and its expression was concomitant with the progressive development of hypersensitivity as assessed by both mechanical and thermal stimuli. Both PTPRD knockdown and administration of PTPRD inhibitor 7-BIA alleviated CCI-induced neuropathic pain while upregulating STING and IFN-α in the DRG. Treatment with H-151, a STING inhibitor, abolished the analgesic effects of PTPRD knockdown. Taken together, our study suggests that increased levels of PTPRD in the DRG following CCI are involved in the development of neuropathic pain via the STING-IFN-I pathway. 7-BIA, a small molecule inhibitor of PTPRD with anti-addiction effects, may represent a novel and safe therapeutic strategy for the clinical management of neuropathic pain without the risk of addiction.
- Research Article
18
- 10.1002/ijc.27333
- Dec 21, 2011
- International Journal of Cancer
Cutaneous squamous cell carcinoma (cSCC) is the second most common form of nonmelanoma skin cancer (NMSC), and its incidence is increasing rapidly. Metastatic cSCC accounts for the majority of deaths associated with NMSC, but the genetic basis for cSCC progression remains poorly understood. A previous study identified small deletions (typically <1 Mb) in the protein tyrosine phosphatase receptor Type D (PTPRD) gene that segregated with more aggressive cSCC. To investigate the apparent association between deletion within PTPRD and cSCC metastasis, a series of 74 formalin-fixed paraffin-embedded tumors from 31 patients was analyzed using a custom Illumina 384 SNP microarray. Deletions were found in 37% of patients with metastatic cSCC and were strongly associated with metastatic tumors when compared to those that had not metastasized (p = 0.007). Subsequent mutation analysis revealed a higher mutation rate for PTPRD than has been reported in any other cancer type, with 37% of tumors harboring a somatic mutation. Conversely, bisulfite sequencing showed that methylation was not a mechanism of PTPRD disruption in cSCC. This is the first report to observe an association between deletion within PTPRD and metastatic disease and highlights the potential use of these deletions as a diagnostic biomarker for tumor progression. Combined with the high mutation rate observed in our study, PTPRD is one of the most commonly altered genes in cSCC and warrants further investigation to determine its significance for metastasis in other tumor types.
- Research Article
26
- 10.1038/s41388-021-01768-8
- Apr 6, 2021
- Oncogene
Radiotherapy is essential to the treatment of nasopharyngeal carcinoma (NPC) and acquired or innate resistance to this therapeutic modality is a major clinical problem. However, the underlying molecular mechanisms in the radiation resistance in NPC are not fully understood. Here, we reanalyzed the microarray data from public databases and identified the protein tyrosine phosphatase receptor type D (PTPRD) as a candidate gene. We found that PTPRD was downregulated in clinical NPC tissues and NPC cell lines with its promoter hypermethylated. Functional assays revealed that PTPRD overexpression sensitized NPC to radiation in vitro and in vivo. Importantly, miR-454-3p directly targets PTPRD to inhibit its expression and biological effect. Interestingly, mechanistic analyses indicate that PTPRD directly dephosphorylates STAT3 to enhance Autophagy-Related 5 (ATG5) transcription, resulting in triggering radiation-induced autophagy. The immunohistochemical staining of 107 NPC revealed that low PTPRD and high p-STAT3 levels predicted poor clinical outcome. Overall, we showed that PTPRD promotes radiosensitivity by triggering radiation-induced autophagy via the dephosphorylation of STAT3, thus providing a potentially useful predictive biomarker for NPC radiosensitivity and drug target for NPC radiosensitization.
- Supplementary Content
13
- 10.3390/cancers13194918
- Sep 30, 2021
- Cancers
Simple SummaryEndometrial cancer (EC) reportedly have a better prognosis in patients with coexistent adenomyosis. It is possible to hypothesize that this difference may be attributable to different clinical profiles. On this account, we aimed to define the clinical profile of endometrial cancer (EC) patients with and without adenomyosis through a systematic review and meta-analysis. We included 8 studies with 5681 patients and found that EC women with adenomyosis were less likely to be nulliparous than EC women without adenomyosis, while no significant differences were found with regard to age, BMI, and premenopausal status.A better endometrial cancer (EC) prognosis in patients with coexistent adenomyosis has been reported. Unfortunately, it is still unclear if this better prognosis is related to a more favorable clinical profile of adenomyosis patients. We aimed to evaluate differences in the clinical profiles of EC patients with and without adenomyosis. A systematic review and meta-analysis was performed by searching seven electronics databases for all studies that allowed extraction of data about clinical characteristics in EC patients with and without adenomyosis. Clinical characteristics assessed were: age, Body Mass Index (BMI), premenopausal status, and nulliparity. Mean difference in mean ± standard deviation (SD) or odds ratio (OR) for clinical characteristics between EC patients with and without adenomyosis were calculated for each included study and as a pooled estimate, and graphically reported on forest plots with a 95% confidence interval (CI). The Z test was used for assessing the overall effect by considering a p value < 0.05 as significant. Overall, eight studies with 5681 patients were included in the qualitative analysis, and seven studies with 4366 patients in the quantitative analysis. Pooled mean difference in mean ± SD between EC women with and without adenomyosis was −1.19 (95% CI: −3.18 to 0.80; p = 0.24) for age, and 0.23 (95% CI: −0.62 to 1.07; p = 0.60) for BMI. When compared to EC women without adenomyosis, EC women with adenomyosis showed a pooled OR of 1.53 (95% CI: 0.92 to 2.54; p = 0.10) for premenopausal status, and of 0.60 (95% CI: 0.41 to 0.87; p = 0.007) for nulliparity. In conclusion, there are not significant differences in clinical characteristics between EC patients with and without adenomyosis, with the exception for nulliparity. Clinical features seem to not underlie the better EC prognosis of patients with adenomyosis compared to patients without adenomyosis.
- Research Article
13
- 10.1007/s00702-018-1921-1
- Sep 18, 2018
- Journal of Neural Transmission
Schizophrenia is a severe, debilitating disorder with a lifetime prevalence of 1% irrespective of gender or ethnicity and is typically treated with antipsychotic drugs. Antipsychotic-induced weight gain (AIWG) is a leading factor of patient non-compliance and has previously been shown to increase the risk of type 2 diabetes, metabolic syndrome, and cardiovascular events. The current study intends to replicate findings from a recent genome-wide association study in Han-Chinese patients implicating two gene variants (rs10977144 and rs10977154) of the protein tyrosine phosphatase receptor type D (PTPRD) in antipsychotic-induced weight gain (AIWG). We investigated a sample of European and African American ancestry (n = 201) and calculated percentage of weight change using linear regression corrected for type of antipsychotics, duration of treatment and principal components from ancestry checks. As secondary goal, we investigated additional gene variants of PTPRD previously not associated with AIWG. We found no association with rs10977144 and rs10977154. However, we found nominally significant results between PTPRD and AIWG with rs73398242 in Europeans (BETA=- 0.267, p = 0.002) and rs13294608 in African Americans (BETA = 0.423, p = 0.003). According to Haploreg, both SNPs are histone marks for enhancers and promoters across various brain regions including the cingulate gyrus and dorsolateral prefrontal cortex. In summary, our results tentatively suggest that PTPRD might be associated with AIWG although different SNPS might be involved in different ethnic groups.
- Research Article
- 10.1158/2326-6066.imm2016-b007
- Oct 31, 2016
- Cancer Immunology Research
Introduction: One of the most encouraging examples of targeted therapy for cancer is trastuzumab, but its success is dependent on levels of expression of its target, HER2. We have found that HER2 expression levels also have a significant impact on the efficacy of HER2-directed peptide vaccines. Analogous to HER2 in breast cancer, Folate Binding Protein (FBP) is over-expressed on ovarian and endometrial cancer cells (up to 80 - 90-fold higher) and increased FBP expression is associated with aggressive disease. As a result, multiple FBP-directed therapies are being developed. We are investigating E39 + GM-CSF, which is an HLA-A2-restricted FBP-derived peptide vaccine used to prevent recurrence in disease-free endometrial and ovarian cancer patients (pts) after standard of care (SOC), multi-modality therapy. We have shown that E39 is safe, effectively generates E39-specific immune responses, and may improve DFS when optimally dosed in a phase I/IIa trial.1 Little is known about the effects of FBP expression levels on FBP-directed therapies, including our E39 vaccine. Purpose: Here, we report clinical outcomes of patients based on FBP expression levels from a phase I/IIa trial of the E39+GM-CSF vaccine given for the prevention of recurrence in disease-free endometrial and ovarian cancer patients. Methods: Disease-free, HLA-A2+ pts were vaccinated (VG), while HLA-A2- pts were followed as untreated controls (CG). The VG received 6 monthly inoculations of E39+GM-CSF, including either 100, 500, or 1000mcg of peptide and 250mcg of GM-CSF. FBP expression testing was performed by immunohistochemistry and the results were graded 0-4+ based on the percentage of positively staining cells. Patient's tumors were then categorized as low expression (FBPlo) if scored 0-1+ or high expression (FBPhi) if 2-4+. The pts were monitored for evidence of clinical recurrence through the SOC follow-up by their treating oncology team. Demographics, FBP expression and disease-free survival (DFS) were analyzed using appropriate statistical tests. Results: Thirty-eight enrolled pts underwent FBP expression testing (CG n = 20; VG n = 18). There were no clinicopathologic differences between groups (p≥0.1). Nineteen pts were found to be FBPlo (CG, n = 11; VG, n = 8) and 19 were FBPhi (CG, n = 9; VG, n = 10). Median follow up was 16.3 months. There was no significant difference in overall DFS between the CG and the VG (34.6% vs. 34.6%, p = 0.208). In FBPlo pts, there was improved DFS in the VG vs. CG (85.7% vs. 17.5%, p = 0.01) while there was no such difference in FBPhi pts (VG:13.9% vs. CG:44.4%, p = 0.83). Though groups were small, there was a dose-dependent effect on DFS; pts receiving 1000mcg (n = 4) had improved DFS compared to the &lt;1000mcg pts (n = 4) and the CG (n = 11; 100% vs. 66.7% vs.17.5%, respectively, p = 0.03). Comparing FBPlo and FBPhi pts in the VG, the FBPlo pts had improved DFS (85.7% vs. 15.6%, p = 0.052). In the CG, FBPlo pts did worse (17.5% vs. 44.4% in FBPhi, p = 0.371). Conclusion: This phase I/IIa trial has previously demonstrated that E39 is well-tolerated, elicits a strong, dose-dependent in vivo immune response and may improve DFS when properly dosed. This focused analysis based on FBP expression level revealed a DFS benefit in FBPlo, but not FBPhi, endometrial and ovarian cancer pts treated with E39. This may be due to immunotolerance from significantly higher endogenous exposure to the FBP antigen. This is concordant with findings in our trials of HER2-directed peptide vaccines in breast cancer pts. These findings warrant further study as they may have important implications regarding the target population for future E39 peptide vaccine trials. 1. Jackson DO, et al. Interim analysis of a phase I/IIa trial assessing E39+GM-CSF, a folate binding protein vaccine, to prevent recurrence in ovarian and endometrial cancer patients. In Press. Citation Format: Kaitlin M. Peace, Diane F. Hale, Timothy J. Vreeland, Doreen O. Jackson, Julia M. Greene, John S. Berry, IV, Alfred F. Trappey, Garth S. Herbert, Guy T. Clifton, Mark O. Hardin, Kathleen M. Darcy, Chad A. Hamilton, G. Larry Maxwell, George E. Peoples. Improved disease-free survival in endometrial and ovarian cancer patients with low folate binding protein expression after treatment with the E39 peptide vaccine in a Phase I/IIa trial [abstract]. In: Proceedings of the Second CRI-CIMT-EATI-AACR International Cancer Immunotherapy Conference: Translating Science into Survival; 2016 Sept 25-28; New York, NY. Philadelphia (PA): AACR; Cancer Immunol Res 2016;4(11 Suppl):Abstract nr B007.
- Research Article
30
- 10.1016/j.maturitas.2012.10.007
- Nov 12, 2012
- Maturitas
Effect of diabetes on endometrial cancer recurrence and survival
- Research Article
15
- 10.18632/oncotarget.12599
- Oct 12, 2016
- Oncotarget
Genome-wide association studies (GWASs) showed that two single nucleotide polymorphisms (SNPs) (rs17584499 and rs649891) in the protein tyrosine phosphatase receptor type D (PTPRD) were associated with type 2 diabetes (T2D). We sought to determine the influence of the PTPRD variants on the gestational diabetes mellitus (GDM) risk. In this research, two SNPs in PTPRD reported in T2D GWASs and six PTPRD expression-related SNPs were genotyped in 964 GDM cases and 1,021 controls using the Sequenom platform. Logistic regression analyses in additive models showed consistently significant associations of PTPRD rs10511544 A>C, rs10756026 T>A and rs10809070 C>G with a decreased risk of GDM [adjusted OR (95% CI) = 0.83 (0.72-0.97) for rs10511544; adjusted OR (95% CI) = 0.81 (0.70-0.94) for rs10756026; adjusted OR (95% CI) = 0.78 (0.65-0.92) for rs10809070]. Furthermore, the risk of GDM was significantly decreased with an increasing number of variant alleles of the three SNPs in a dose-dependent manner (Ptrend = 0.008). Moreover, the haplotype containing variant alleles of the three SNPs were significantly associated with a decreased risk of GDM [adjusted OR (95% CI) = 0.77 (0.64-0.92), P = 0.005], when compared with the most frequent haplotype. However, there were no significant associations for the SNPs reported in the T2D GWASs. Altogether, these findings indicate that the variants of rs10511544, rs10756026 and rs10809070 in PTPRD may contribute to a decreased susceptibility to GDM. Further validation in different ethnic backgrounds and biological function analyses are needed.
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