1
|
Gan L, Yang C, Zhao L, Wang S, Ye Y, Gao Z. The expression of ERAP1 is favorable for the prognosis and immunotherapy in colorectal cancer: a study based on the bioinformatic and immunohistochemical analysis. Clin Transl Oncol 2025; 27:549-566. [PMID: 39009862 DOI: 10.1007/s12094-024-03520-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2024] [Accepted: 05/12/2024] [Indexed: 07/17/2024]
Abstract
BACKGROUND Endoplasmic reticulum aminopeptidase 1 (ERAP1) is an emerging pharmacological target in cancer immunotherapy. This study was set out to examine the expression profiles and implications for prognosis and immunotherapy of ERAP1 in CRC. METHODS Based on bioinformatics and immunohistochemical analysis, we analyzed ERAP1 for potential diagnostic and prognostic significance in CRC. Functional enrichment analysis was conducted to detect the pathways associated with ERAP1, thus determining possible mechanisms. ESTIMATE, TIMER, and CIBESORT probed the links between ERAP1 and tumor-infiltrating immune cells. Lastly, we examined how ERAP1 expression correlated with the sensitivity to immunotherapy. RESULTS Tumor tissues had decreased levels of ERAP1 expression relative to normal tissues. Patients whose ERAP1 expression was low suffered a worse chance of survival. Besides, it was shown that ERAP1 expression was associated with the advanced M stage and pathologic stage. Survival analysis revealed that low ERAP1 expression, age, pathologic stage, T stage, and M stage were independent indicators for unfavorable CRC patients' prognoses. The 1-, 3-, and 5-year OS calibration curves all fit well with the ideal model, suggesting that the age-ERAP1-T-stage-M-stage nomogram is a reliable predictor of OS. Additionally, we discovered that ERAP1 expression was associated with immune response and infiltration of various immune cells, such as down-regulated inhibitory immune cells and up-regulated stimulating immune cells. Sensitivity to PD-1 and CTLA4 inhibitors was associated with high ERAP1 levels. CONCLUSIONS In summary, ERAP1 has potential as a diagnostic and prognostic biological marker, highlighting new insights into the study of CRC and the design of effective therapies.
Collapse
Affiliation(s)
- Lin Gan
- Department of Gastroenterological Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, People's Republic of China
- Department of Gastroenterological Surgery, Peking University People's Hospital, Beijing, 100044, People's Republic of China
| | - Changjiang Yang
- Department of Gastroenterological Surgery, Peking University People's Hospital, Beijing, 100044, People's Republic of China
| | - Long Zhao
- Department of Gastroenterological Surgery, Peking University People's Hospital, Beijing, 100044, People's Republic of China
| | - Shan Wang
- Department of Gastroenterological Surgery, Peking University People's Hospital, Beijing, 100044, People's Republic of China
| | - Yingjiang Ye
- Department of Gastroenterological Surgery, Peking University People's Hospital, Beijing, 100044, People's Republic of China
| | - Zhidong Gao
- Department of Gastroenterological Surgery, Peking University People's Hospital, Beijing, 100044, People's Republic of China.
| |
Collapse
|
2
|
Liu T, Wang L, Zheng H, Lyu Z, Wang B. Effects of Sjogren's Syndrome on essential hypertension: a two-sample mendelian randomization study. Minerva Cardiol Angiol 2024; 72:588-594. [PMID: 38949761 DOI: 10.23736/s2724-5683.24.06522-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/02/2024]
Abstract
BACKGROUND Sjogren's Syndrome (SS) plays important roles in the development of essential hypertension. Nevertheless, with the limitation of reverse causality and confounder in observational studies, such a relationship remains unclear. We aimed to assess the causal relationship of SS and hypertension by the Mendelian randomization (MR) approach. METHODS We used MR to investigate a causal association between SS and essential hypertension. Inverse variance weighted (IVW), MR Egger regression, Maximum likelihood, Weighted median, and MR pleiotropy residual sum and outlier test (MR-PRESSO) were used in this MR analysis. RESULTS In this study, we found that the ratio of IVW is 1.00024 (95% CI: 1.00013- 1.00036, P=0.0387), This result was also confirmed by sensitivity analysis methods such as Maximum likelihood is 1.00025 (95% CI: 1.00013-1.00037, P=0.036), MR Egger is 1.00071 (95% CI: 1.00047-1.00095, P=0.0045), and Weighted median is 1.00040 (95% CI: 1.00021- 1.00059, P=0.0322). And MR-Egger intercept method revealed the absence of horizontal pleiotropy in this investigation (P>0.05). The Cochran's Q Test indicated an absence of heterogeneity among them (P>0.05). Heterogeneity and horizontal pleiotropy tests further demonstrate that the results of MR are relatively stable. The above results all suggest that pSS may promote the risk of hypertension. CONCLUSIONS Our study provides evidence of a causal relationship of SS and hypertension. It is suggested to pay attention to early screening for hypertension, reduce disability and mortality rates, and improve patient prognosis in patients with SS.
Collapse
Affiliation(s)
- Tuanlin Liu
- Department of Vascular Surgery, Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Ling Wang
- Department of Vascular Surgery, Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Haozhe Zheng
- Department of Vascular Surgery, Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Zhengzuo Lyu
- Department of Vascular Surgery, Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Bing Wang
- Department of Vascular Surgery, Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China -
| |
Collapse
|
3
|
Liu S, Li L, Liang Y, Tan Y, Wang X, Feng Y, Chen N, Lei X. Novel genetic insight for psoriasis: integrative genome-wide analyses in 863 080 individuals and proteome-wide Mendelian randomization. Brief Bioinform 2024; 26:bbaf032. [PMID: 39883516 PMCID: PMC11781221 DOI: 10.1093/bib/bbaf032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 12/17/2024] [Accepted: 01/14/2025] [Indexed: 01/31/2025] Open
Abstract
Psoriasis affects a significant proportion of the worldwide population and causes an extremely heavy psychological and physical burden. The existing therapeutic schemes have many deficiencies such as limited efficacies and various side effects. Therefore, novel ways of treating psoriasis are urgently needed. A large-scale meta-analysis of psoriasis genome-wide association studies (GWAS) totaling 20 105 cases and 842 975 controls was conducted. Based on the GWAS results, Mendelian randomization (MR) analyses were then performed on three cis-protein quantitative trait loci (pQTL) data in blood. Furthermore, druggability verification and mouse knock-out models were utilized to explore the clinical value of screened proteins. We identified 42 genome-wide significant psoriasis risk variants (P < 5 × 10-8), of which 33 were previously unreported. MR analyses unveiled 19 unique circulating proteins that were associated with psoriasis, among which only AIF1, FCGR3A, NEU1, HSPA1A, TNXB, and ABO were the potential proteins that interacted with psoriasis risk after being analyzed with high evidence of colocalization (PP.H4 > 0.9). In addition, AIF1, FCGR3A, and HSPA1A have been finally determined to be feasible therapeutic targets for psoriasis after being confirmed by druggability verification and specific mouse knock-out models. This large-scale GWAS meta-analysis identified 33 new variants for psoriasis. This study announced that AIF1, FCGR3, and HSPA1A were the unexplored but material variants of psoriasis, thus providing novel and valuable targets for psoriasis treatment and broadening new orientation of drug development for psoriasis.
Collapse
Affiliation(s)
- Shunying Liu
- Department of Dermatology, Daping Hospital, Army Medical University, No. 10, Changjiang Branch Road, Yuzhong District, Chongqing 400042, China
- Research Center for Skin Tissue Engineering of Chongqing Higher Education Institutions, Daping Hospital, Army Medical University, No. 10, Changjiang Branch Road, Yuzhong District, Chongqing 400042, China
| | - Lingfei Li
- Department of Dermatology, Daping Hospital, Army Medical University, No. 10, Changjiang Branch Road, Yuzhong District, Chongqing 400042, China
- Research Center for Skin Tissue Engineering of Chongqing Higher Education Institutions, Daping Hospital, Army Medical University, No. 10, Changjiang Branch Road, Yuzhong District, Chongqing 400042, China
| | - Yi Liang
- Department of Dermatology, Daping Hospital, Army Medical University, No. 10, Changjiang Branch Road, Yuzhong District, Chongqing 400042, China
- Research Center for Skin Tissue Engineering of Chongqing Higher Education Institutions, Daping Hospital, Army Medical University, No. 10, Changjiang Branch Road, Yuzhong District, Chongqing 400042, China
| | - Yang Tan
- Department of Dermatology, Daping Hospital, Army Medical University, No. 10, Changjiang Branch Road, Yuzhong District, Chongqing 400042, China
- Research Center for Skin Tissue Engineering of Chongqing Higher Education Institutions, Daping Hospital, Army Medical University, No. 10, Changjiang Branch Road, Yuzhong District, Chongqing 400042, China
| | - Xiaoyu Wang
- Department of Dermatology, Daping Hospital, Army Medical University, No. 10, Changjiang Branch Road, Yuzhong District, Chongqing 400042, China
- Research Center for Skin Tissue Engineering of Chongqing Higher Education Institutions, Daping Hospital, Army Medical University, No. 10, Changjiang Branch Road, Yuzhong District, Chongqing 400042, China
| | - Yanhai Feng
- Department of Dermatology, Daping Hospital, Army Medical University, No. 10, Changjiang Branch Road, Yuzhong District, Chongqing 400042, China
- Research Center for Skin Tissue Engineering of Chongqing Higher Education Institutions, Daping Hospital, Army Medical University, No. 10, Changjiang Branch Road, Yuzhong District, Chongqing 400042, China
- Army 953 Hospital, Shigatse Branch of Xinqiao Hospital, Army Medical University, No. 5, Mount Everest West Road, Xigaze District, Shigatse 857007, China
| | - Nian Chen
- Department of Dermatology, Daping Hospital, Army Medical University, No. 10, Changjiang Branch Road, Yuzhong District, Chongqing 400042, China
- Research Center for Skin Tissue Engineering of Chongqing Higher Education Institutions, Daping Hospital, Army Medical University, No. 10, Changjiang Branch Road, Yuzhong District, Chongqing 400042, China
| | - Xia Lei
- Department of Dermatology, Daping Hospital, Army Medical University, No. 10, Changjiang Branch Road, Yuzhong District, Chongqing 400042, China
- Research Center for Skin Tissue Engineering of Chongqing Higher Education Institutions, Daping Hospital, Army Medical University, No. 10, Changjiang Branch Road, Yuzhong District, Chongqing 400042, China
| |
Collapse
|
4
|
Li X, Bao J, Ai L, Yang F, Yu B, Huang Y, Li N, Ding W, Sun Z, Lv X, Han J. ERAP1 Gene Variants and Haplotypes Associated With Psoriasis Vulgaris of Han Chinese in Inner Mongolia. Mol Genet Genomic Med 2024; 12:e70021. [PMID: 39570751 PMCID: PMC11580752 DOI: 10.1002/mgg3.70021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 08/24/2024] [Accepted: 09/25/2024] [Indexed: 11/24/2024] Open
Abstract
BACKGROUND This study aimed to investigate the association between genetic variants of ERAP1 (OMIM: 606832) and psoriasis vulgaris (PsV) susceptibility in Inner Mongolia Han nationality. METHODS For primary screening, the subjects included 142 PsV cases and 100 healthy controls without psoriasis. The 27 exons of ERAP1 gene were sequenced to screen significant genetic variants. For the validation study, the subjects included 1030 PsV cases and 965 healthy controls. A total of 18 mutations were detected for genetic variants of significance in primary screening and previously reported genetic variants. RESULTS In primary screening stage, 13 genetic variants of ERAP1 showed an association with psoriasis. A total of 18 genetic variants were typed for the validation, and 12 genetic variants were associated with PsV in Inner Mongolia Han population. Stratified analysis showed significant differences in the allele frequencies of 8 ERAP1 genetic variants in cases with positive family history, and significant differences in allele frequencies among 9 ERAP1 genetic variants in patients with negative family history. A risk haplotype (TCCCTCCAGACC) was significantly associated with PsV, and the most risk haplotype was E730/K528/R127/E56. CONCLUSION ERAP1 gene mutation may be associated with PsV and HLA-C*06:02 in Han nationality in Inner Mongolia. A risk haplotype of four-nonsynonymous mutation (E730/K528/R127/E56) is associated with PsV.
Collapse
Affiliation(s)
- Xin Li
- Department of DermatologyThe Affiliated Hospital of Inner Mongolia Medical UniversityHohhotInner MongoliaChina
| | - Jia Bao
- Department of DermatologyThe Affiliated Hospital of Inner Mongolia Medical UniversityHohhotInner MongoliaChina
| | - Liya Ai
- Department of DermatologyThe Affiliated Hospital of Inner Mongolia Medical UniversityHohhotInner MongoliaChina
| | - Fan‐Rui Yang
- Department of DermatologyThe Affiliated Hospital of Inner Mongolia Medical UniversityHohhotInner MongoliaChina
| | - Bo Yu
- Department of DermatologyThe Affiliated Hospital of Inner Mongolia Medical UniversityHohhotInner MongoliaChina
| | - Yan‐Ping Huang
- Department of DermatologyThe Affiliated Hospital of Inner Mongolia Medical UniversityHohhotInner MongoliaChina
| | - Na Li
- Department of DermatologyThe Affiliated Hospital of Inner Mongolia Medical UniversityHohhotInner MongoliaChina
| | - Wen‐Yuan Ding
- Department of DermatologyThe Affiliated Hospital of Inner Mongolia Medical UniversityHohhotInner MongoliaChina
| | - Zhi‐Qiang Sun
- Department of DermatologyThe Affiliated Hospital of Inner Mongolia Medical UniversityHohhotInner MongoliaChina
| | - Xin‐Xiang Lv
- Department of DermatologyThe Affiliated Hospital of Inner Mongolia Medical UniversityHohhotInner MongoliaChina
| | - Jian‐Wen Han
- Department of DermatologyThe Affiliated Hospital of Inner Mongolia Medical UniversityHohhotInner MongoliaChina
| |
Collapse
|
5
|
Antonatos C, Grafanaki K, Georgiou S, Evangelou E, Vasilopoulos Y. Disentangling the complexity of psoriasis in the post-genome-wide association era. Genes Immun 2023; 24:236-247. [PMID: 37717118 DOI: 10.1038/s41435-023-00222-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Revised: 09/06/2023] [Accepted: 09/11/2023] [Indexed: 09/18/2023]
Abstract
In recent years, genome-wide association studies (GWAS) have been instrumental in unraveling the genetic architecture of complex diseases, including psoriasis. The application of large-scale GWA studies in psoriasis has illustrated several associated loci that participate in the cutaneous inflammation, however explaining a fraction of the disease heritability. With the advent of high-throughput sequencing technologies and functional genomics approaches, the post-GWAS era aims to unravel the functional mechanisms underlying the inter-individual variability in psoriasis patients. In this review, we present the key advances of psoriasis GWAS in under-represented populations, rare, non-coding and structural variants and epistatic phenomena that orchestrate the interplay between different cell types. We further review the gene-gene and gene-environment interactions contributing to the disease predisposition and development of comorbidities through Mendelian randomization studies and pleiotropic effects of psoriasis-associated loci. We finally examine the holistic approaches conducted in psoriasis through system genetics and state-of-the-art transcriptomic analyses, discussing their potential implication in the expanding field of precision medicine and characterization of comorbidities.
Collapse
Affiliation(s)
- Charalabos Antonatos
- Laboratory of Genetics, Section of Genetics, Cell Biology and Development, Department of Biology, University of Patras, 26504, Patras, Greece
| | - Katerina Grafanaki
- Department of Dermatology-Venereology, School of Medicine, University of Patras, 26504, Patras, Greece
| | - Sophia Georgiou
- Department of Dermatology-Venereology, School of Medicine, University of Patras, 26504, Patras, Greece
| | - Evangelos Evangelou
- Department of Hygiene and Epidemiology, University of Ioannina Medical School, Ioannina, 45110, Greece
- Biomedical Research Institute, Foundation for Research and Technology-Hellas, 45110, Ioannina, Greece
- Department of Epidemiology & Biostatistics, MRC Centre for Environment and Health, Imperial College London, London, W2 1PG, UK
| | - Yiannis Vasilopoulos
- Laboratory of Genetics, Section of Genetics, Cell Biology and Development, Department of Biology, University of Patras, 26504, Patras, Greece.
| |
Collapse
|
6
|
Coto-Segura P, Vázquez-Coto D, Velázquez-Cuervo L, García-Lago C, Coto E, Queiro R. The IFIH1/ MDA5 rs1990760 Gene Variant (946Thr) Differentiates Early- vs. Late-Onset Skin Disease and Increases the Risk of Arthritis in a Spanish Cohort of Psoriasis. Int J Mol Sci 2023; 24:14803. [PMID: 37834254 PMCID: PMC10572774 DOI: 10.3390/ijms241914803] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2023] [Revised: 08/29/2023] [Accepted: 09/29/2023] [Indexed: 10/15/2023] Open
Abstract
The melanoma differentiation-associated protein 5 (MDA5; encoded by the IFIH1 gene) mediates the activation of the interferon pathway in response to a viral infection. This protein is also upregulated in autoimmune diseases and psoriasis skin lesions. IFIH1 gene variants that increase MDA5 activity have been associated with an increased risk for immune-mediated diseases, including psoriasis. Our aim is to determine the association between three IFIH1 variants (rs35337543 G/C, intron8 + 1; rs35744605 C/A, Glu627Stop; and rs1990760 C/T, Ala946Thr) and the main clinical findings in a cohort of Spanish patients with psoriasis (N = 572; 77% early-onset). Early-onset psoriasis patients (EOPs) had a significantly higher frequency of severe disease and the Cw6*0602 allele. Carriers of rs1990760 T (946Thr) were more common in the EOPs (p < 0.001), and the effect was more pronounced among Cw6*0602-negatives. This variant was also associated with an increased risk of psoriatic arthritis (PsA) independent from other factors (OR = 1.62, 95%CI = 1.11-2.37). The rs3533754 and rs35744605 polymorphisms did not show significant differences between the two onset age or PsA groups. Compared to the controls, the 946Thr variant was more common in the EOPs (nonsignificant difference) and significantly less common in patients aged >40 years (p = 0.005). In conclusion, the common IFIH1 rs1990760 T allele was significantly more frequent in early-onset compared to late-onset patients. This variant was also an independent risk factor for PsA in our cohort. Our study reinforces the widely reported role of the IFIH1 gene variants on psoriatic disease.
Collapse
Affiliation(s)
- Pablo Coto-Segura
- Dermatología, Hospital Universitario Vital Alvarez-Buylla, 33011 Mieres, Spain;
| | - Daniel Vázquez-Coto
- Genética Molecular, Hospital Universitario Central Asturias, 33011 Oviedo, Spain; (D.V.-C.); (L.V.-C.); (C.G.-L.); (E.C.)
| | - Lucinda Velázquez-Cuervo
- Genética Molecular, Hospital Universitario Central Asturias, 33011 Oviedo, Spain; (D.V.-C.); (L.V.-C.); (C.G.-L.); (E.C.)
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Oviedo, Spain
| | - Claudia García-Lago
- Genética Molecular, Hospital Universitario Central Asturias, 33011 Oviedo, Spain; (D.V.-C.); (L.V.-C.); (C.G.-L.); (E.C.)
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Oviedo, Spain
| | - Eliecer Coto
- Genética Molecular, Hospital Universitario Central Asturias, 33011 Oviedo, Spain; (D.V.-C.); (L.V.-C.); (C.G.-L.); (E.C.)
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Oviedo, Spain
- Departamento Medicina, Universidad de Oviedo, 33011 Oviedo, Spain
| | - Rubén Queiro
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Oviedo, Spain
- Departamento Medicina, Universidad de Oviedo, 33011 Oviedo, Spain
- Reumatología, Hospital Universitario Central Asturias, 33011 Oviedo, Spain
| |
Collapse
|