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Wang H, Li J, Jing S, Lin P, Qiu Y, Yan X, Yuan J, Tang Z, Li Y, Zhang H, Chen Y, Wang Z, Li H. SOAPy: a Python package to dissect spatial architecture, dynamics, and communication. Genome Biol 2025; 26:80. [PMID: 40158115 PMCID: PMC11954224 DOI: 10.1186/s13059-025-03550-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 03/18/2025] [Indexed: 04/01/2025] Open
Abstract
Advances in spatial omics enable deeper insights into tissue microenvironments while posing computational challenges. Therefore, we developed SOAPy, a comprehensive tool for analyzing spatial omics data, which offers methods for spatial domain identification, spatial expression tendency, spatiotemporal expression pattern, cellular co-localization, multi-cellular niches, cell-cell communication, and so on. SOAPy can be applied to diverse spatial omics technologies and multiple areas in physiological and pathological contexts, such as tumor biology and developmental biology. Its versatility and robust performance make it a universal platform for spatial omics analysis, providing diverse insights into the dynamics and architecture of tissue microenvironments.
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Affiliation(s)
- Heqi Wang
- CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Jiarong Li
- CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Siyu Jing
- CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Ping Lin
- CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Yiling Qiu
- CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Xi Yan
- CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Jiao Yuan
- CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - ZhiXuan Tang
- CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Yu Li
- CAS Key Laboratory of Nutrition, Metabolism and Food Safety, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Haibing Zhang
- CAS Key Laboratory of Nutrition, Metabolism and Food Safety, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Yujie Chen
- CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Zhen Wang
- CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Hong Li
- CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China.
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Villodre ES, Nguyen APN, Debeb BG. NDRGs in Breast Cancer: A Review and In Silico Analysis. Cancers (Basel) 2024; 16:1342. [PMID: 38611020 PMCID: PMC11011033 DOI: 10.3390/cancers16071342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 03/25/2024] [Accepted: 03/27/2024] [Indexed: 04/14/2024] Open
Abstract
The N-myc downstream regulated gene family (NDRGs) includes four members: NDRG1, NDRG2, NDRG3, and NDRG4. These members exhibit 53-65% amino acid identity. The role of NDRGs in tumor growth and metastasis appears to be tumor- and context-dependent. While many studies have reported that these family members have tumor suppressive roles, recent studies have demonstrated that NDRGs, particularly NDRG1 and NDRG2, function as oncogenes, promoting tumor growth and metastasis. Additionally, NDRGs are involved in regulating different signaling pathways and exhibit diverse cellular functions in breast cancers. In this review, we comprehensively outline the oncogenic and tumor suppressor roles of the NDRG family members in breast cancer, examining evidence from in vitro and in vivo breast cancer models as well as tumor tissues from breast cancer patients. We also present analyses of publicly available genomic and transcriptomic data from multiple independent cohorts of breast cancer patients.
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Affiliation(s)
- Emilly S. Villodre
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (E.S.V.); (A.P.N.N.)
- MD Anderson Morgan Welch Inflammatory Breast Cancer Clinic and Research Program, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Anh P. N. Nguyen
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (E.S.V.); (A.P.N.N.)
- MD Anderson Morgan Welch Inflammatory Breast Cancer Clinic and Research Program, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Bisrat G. Debeb
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (E.S.V.); (A.P.N.N.)
- MD Anderson Morgan Welch Inflammatory Breast Cancer Clinic and Research Program, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
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Kometova VV, Mikhaleva LM, Rodionov VV, Rodionova MV. [NDRG1 protein expression in breast cancer samples, relationship with lymph nodes metastasis]. Arkh Patol 2024; 86:36-42. [PMID: 39686895 DOI: 10.17116/patol20248606136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2024]
Abstract
OBJECTIVE To study the features of protein expression of gene NDRG1 in primary breast cancer (BC) and to identify its relationship with regional metastasis. MATERIAL AND METHODS The study included 358 cases of primary BC stages I-III without neoadjuvant chemotherapy with an assessment of a number of clinical, morphological and immunohistochemical parameters of the tumor, including NDRG1 protein expression status and its expression level. RESULTS In two study groups with and without metastatic lymph node involvement, a statistically significant relationship was found between NDRG1 expression and histological type of BC, tumor grade, estrogen receptors expression, progesterone receptors expression, HER2 status and index Ki-67 (tumor cell proliferative activity). No statistically significant relationship was found between NDRG1 expression and patient age, tumor node size, and multifocality in two study groups with and without metastatic lymph node involvement. CONCLUSION NDRG1 protein expression is statistically significantly associated with regional metastasis of breast cancer (p=0.015). The differences were due to a higher frequency of cases with NDRG1 positive versus negative status in the group of breast cancer with lymph node metastases.
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Affiliation(s)
- V V Kometova
- National Medical Research Center for Obstetrics, Gynecology and Perinatology named after academician V.I. Kulakov, Moscow, Russia
| | - L M Mikhaleva
- Avtsyn Research Institute of Human Morphology of Petrovsky National Research Centre of Surgery, Moscow, Russia
| | - V V Rodionov
- National Medical Research Center for Obstetrics, Gynecology and Perinatology named after academician V.I. Kulakov, Moscow, Russia
| | - M V Rodionova
- National Medical Research Center for Obstetrics, Gynecology and Perinatology named after academician V.I. Kulakov, Moscow, Russia
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He YX, Shen H, Ji YZ, Hua HR, Zhu Y, Zeng XF, Wang F, Wang KX. N-myc downstream regulated gene 1 inhibition of tumor progression in Caco2 cells. World J Gastrointest Oncol 2022; 14:2313-2328. [PMID: 36568939 PMCID: PMC9782617 DOI: 10.4251/wjgo.v14.i12.2313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 10/17/2022] [Accepted: 11/23/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Invasion and migration are the irreversible stages of colorectal cancer (CRC). The key is to find a sensitive, reliable molecular marker that can predict the migration of CRC at an early stage. N-myc downstream regulated gene 1 (NDRG1) is a multifunctional gene that has been tentatively reported to have a strong relationship with tumor invasion and migration, however the current molecular role of NDRG1 in CRC remains unknown.
AIM To explore the role of NDRG1 in the development of CRC.
METHODS NDRG1 stably over-expressed Caco2 cell line was established by lentiviral infection and NDRG1 knock-out Caco2 cell line was established by CRISPR/Cas9. Furthermore, the mRNA and protein levels of NDRG1 in Caco2 cells after NDRG1 over-expression and knockout were detected by real-time polymerase chain reaction and western blot. The cell proliferation rate was measured by the cell counting kit-8 method; cell cycle and apoptosis were detected by flow cytometry; invasion and migration ability were detected by the 24-transwell method.
RESULTS NDRG1 over-expression inhibited Caco2 proliferation and the cell cycle could be arrested at the G1/S phase when NDRG1 was over-expressed, while the number of cells in the G2 phase was significantly increased when NDRG1 was knocked out. This suggests that NDRG1 inhibited the proliferation of Caco2 cells by arresting the cell cycle in the G1/S phase. Our data also demonstrated that NDRG1 promotes early cell apoptosis. Invasion and migration of cells were extensively inhibited when NDRG1 was over-expressed.
CONCLUSION NDRG1 inhibits tumor progression in Caco2 cells which may represent a potential novel therapeutic strategy for the treatment of CRC.
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Affiliation(s)
- Yi-Xiao He
- Department of Pathology, Mianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mianyang 621000, Sichuan Province, China
- Department of Pathology and Pathophysiology, Faculty of Basic Medical Sciences, Kunming Medical University, Kunming 650500, Yunnan Province, China
| | - Hong Shen
- Department of Pathology, Zhaotong First People’s Hospital, Zhaotong 657000, Yunnan Province, China
| | - Yu-Zhu Ji
- Department of Pathology, Mianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mianyang 621000, Sichuan Province, China
| | - Hai-Rong Hua
- Department of Pathology and Pathophysiology, Faculty of Basic Medical Sciences, Kunming Medical University, Kunming 650500, Yunnan Province, China
| | - Yu Zhu
- School of Nursing, Henan Vocational College of Applied Technology, Kaifeng 450000, Henan Province, China
| | - Xiang-Fei Zeng
- Department of Clinical Pathology, West China Hospital, Sichuan University, Chengdu 610000, Sichuan Province, China
| | - Fang Wang
- Department of Pathology and Pathophysiology, Faculty of Basic Medical Sciences, Kunming Medical University, Kunming 650500, Yunnan Province, China
| | - Kai-Xin Wang
- Department of Pathology, Huazhong University of Science and Technology Union Shenzhen Hospital (Nanshan Hospital), Shenzhen 518052, Guangdong Province, China
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Damen PJJ, Bulthuis VJ, Hanssens PEJ, Lie ST, Fleischeuer R, Melotte V, Wouters KA, Ruland A, Beckervordersandforth J, Speel EJM. WHO grade I meningiomas that show regrowth after gamma knife radiosurgery often show 1p36 loss. Sci Rep 2021; 11:16432. [PMID: 34385566 PMCID: PMC8361078 DOI: 10.1038/s41598-021-95956-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Accepted: 07/21/2021] [Indexed: 12/12/2022] Open
Abstract
WHO grade I meningiomas occasionally show regrowth after radiosurgical treatment, which cannot be predicted by clinical features. There is increasing evidence that certain biomarkers are associated with regrowth of meningiomas. The aim of this retrospective study was to asses if these biomarkers could be of value to predict regrowth of WHO grade I meningiomas after additive radiosurgery. Forty-four patients with WHO grade I meningiomas who underwent additive radiosurgical treatment between 2002 and 2015 after Simpson IV resection were included in this study, of which 8 showed regrowth. Median follow-up time was 64 months (range 24–137 months). Tumors were analyzed for the proliferation marker Ki-67 by immunohistochemistry and for deletion of 1p36 by fluorescence in situ hybridization (FISH). Furthermore, genomic DNA was analyzed for promoter hypermethylation of the genes NDRG1–4, SFRP1, HOXA9 and MGMT. Comparison of meningiomas with and without regrowth after radiosurgery revealed that loss of 1p36 (p = 0.001) and hypermethylation of NDRG1 (p = 0.046) were correlated with regrowth free survival. Loss of 1p36 was the only parameter that was significantly associated with meningioma regrowth after multivariate analysis (p = 0.01). Assessment of 1p36 loss in tumor tissue prior to radiosurgery might be considered an indicator of prognosis/regrowth. However, this finding has to be validated in an independent larger set of tumors.
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Affiliation(s)
- Pim J J Damen
- Department of Pathology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, P. Debyelaan 25, Postbox 5800, 6202 AZ, Maastricht, The Netherlands
| | - Vincent J Bulthuis
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | | | - Suan Te Lie
- Gamma Knife Center Tilburg, ETZ-Elisabeth Hospital, Tilburg, The Netherlands
| | - Ruth Fleischeuer
- Department of Pathology, ETZ-Elisabeth Hospital, Tilburg, The Netherlands
| | - Veerle Melotte
- Department of Pathology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, P. Debyelaan 25, Postbox 5800, 6202 AZ, Maastricht, The Netherlands
| | - Kim A Wouters
- Department of Pathology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, P. Debyelaan 25, Postbox 5800, 6202 AZ, Maastricht, The Netherlands
| | - Andrea Ruland
- Department of Pathology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, P. Debyelaan 25, Postbox 5800, 6202 AZ, Maastricht, The Netherlands
| | - Jan Beckervordersandforth
- Department of Pathology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, P. Debyelaan 25, Postbox 5800, 6202 AZ, Maastricht, The Netherlands
| | - Ernst Jan M Speel
- Department of Pathology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, P. Debyelaan 25, Postbox 5800, 6202 AZ, Maastricht, The Netherlands.
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Zhao T, Meng Y, Wang Y, Wang W. NDRG1 regulates osteosarcoma cells via mediating the mitochondrial function and CSCs differentiation. J Orthop Surg Res 2021; 16:364. [PMID: 34099022 PMCID: PMC8182938 DOI: 10.1186/s13018-021-02503-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 05/23/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Cancer stem cells (CSCs) are mainly contributed to malignancy metastatic potential and resistant therapy of osteosarcoma (OS). The mitochondria-related apoptosis was generally accepted as the target of tumor therapy. However, the effect of N-myc downstream-regulated gene 1 (NDRG1) on CSCs and mitochondrial health in OS is still unknown. METHODS In OS cells, MG63 and U2OS, the siRNA of NDRG1 were conducted. Transwell, western blot, RT-qPCR, and mitochondria isolation were used to identify the effect of NDRG on OS cells and mitochondria. Moreover, the differentiation-related factors of CSCs were determined. RESULTS After downregulation of NDRG1, the cell viability, invasion ability decreased whereas cell apoptosis increased. The expressions profiles of fibronectin, vimentin, vascular endothelial growth factor (VEGF), matrix metalloproteinase (MMP) 2, MMP9, and MMP13 were downregulated, but E-cadherin expression level was upregulated by NDRG1 siRNA. At the same time, cytochrome (Cyt) C levels were increased in cytosol with the decreasing in mitochondria after siRNA treatment. The mitochondrial membrane potential (MMPs) was declined, and the function of mitochondria was impeded. The expressions of uncoupling proteins (UCP) 2, voltage dependent anion channel (VDAC), peroxisome proliferator-activated receptor gamma coactivator (PGC)-1α, and cyclooxygenase (COX) 2 were downregulated by NDRG1 silencing. Moreover, NDRG performed its function primarily through the Wnt pathway and could regulate the differentiation of osteosarcoma stem cells. CONCLUSION Silencing of NDRG1 could damage the function of mitochondria, promote the CSCs differentiation, alleviating OS progression.
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Affiliation(s)
- Tong Zhao
- The First Hospital of Lanzhou University, No. 1 Dongggang West Road, Chengguan District, Lanzhou, Gansu, China
| | - Ying Meng
- Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Yongping Wang
- The First Hospital of Lanzhou University, No. 1 Dongggang West Road, Chengguan District, Lanzhou, Gansu, China
| | - Wenji Wang
- The First Hospital of Lanzhou University, No. 1 Dongggang West Road, Chengguan District, Lanzhou, Gansu, China.
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Vaes N, Schonkeren SL, Rademakers G, Holland AM, Koch A, Gijbels MJ, Keulers TG, de Wit M, Moonen L, Van der Meer JRM, van den Boezem E, Wolfs TGAM, Threadgill DW, Demmers J, Fijneman RJA, Jimenez CR, Vanden Berghe P, Smits KM, Rouschop KMA, Boesmans W, Hofstra RMW, Melotte V. Loss of enteric neuronal Ndrg4 promotes colorectal cancer via increased release of Nid1 and Fbln2. EMBO Rep 2021; 22:e51913. [PMID: 33890711 PMCID: PMC8183412 DOI: 10.15252/embr.202051913] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 03/09/2021] [Accepted: 03/11/2021] [Indexed: 12/28/2022] Open
Abstract
The N-Myc Downstream-Regulated Gene 4 (NDRG4), a prominent biomarker for colorectal cancer (CRC), is specifically expressed by enteric neurons. Considering that nerves are important members of the tumor microenvironment, we here establish different Ndrg4 knockout (Ndrg4-/- ) CRC models and an indirect co-culture of primary enteric nervous system (ENS) cells and intestinal organoids to identify whether the ENS, via NDRG4, affects intestinal tumorigenesis. Linking immunostainings and gastrointestinal motility (GI) assays, we show that the absence of Ndrg4 does not trigger any functional or morphological GI abnormalities. However, combining in vivo, in vitro, and quantitative proteomics data, we uncover that Ndrg4 knockdown is associated with enlarged intestinal adenoma development and that organoid growth is boosted by the Ndrg4-/- ENS cell secretome, which is enriched for Nidogen-1 (Nid1) and Fibulin-2 (Fbln2). Moreover, NID1 and FBLN2 are expressed in enteric neurons, enhance migration capacities of CRC cells, and are enriched in human CRC secretomes. Hence, we provide evidence that the ENS, via loss of Ndrg4, is involved in colorectal pathogenesis and that ENS-derived Nidogen-1 and Fibulin-2 enhance colorectal carcinogenesis.
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Affiliation(s)
- Nathalie Vaes
- Department of PathologyGROW–School for Oncology and Developmental BiologyMaastricht University Medical CenterMaastrichtThe Netherlands
| | - Simone L Schonkeren
- Department of PathologyGROW–School for Oncology and Developmental BiologyMaastricht University Medical CenterMaastrichtThe Netherlands
| | - Glenn Rademakers
- Department of PathologyGROW–School for Oncology and Developmental BiologyMaastricht University Medical CenterMaastrichtThe Netherlands
| | - Amy M Holland
- Department of PathologyGROW–School for Oncology and Developmental BiologyMaastricht University Medical CenterMaastrichtThe Netherlands
| | - Alexander Koch
- Department of PathologyGROW–School for Oncology and Developmental BiologyMaastricht University Medical CenterMaastrichtThe Netherlands
| | - Marion J Gijbels
- Department of PathologyGROW–School for Oncology and Developmental BiologyMaastricht University Medical CenterMaastrichtThe Netherlands
- Department of Molecular GeneticsCardiovascular Research Institute Maastricht (CARIM)MaastrichtThe Netherlands
- Department of Medical BiochemistryAcademic Medical CenterAmsterdamThe Netherlands
| | - Tom G Keulers
- Department of RadiotherapyGROW‐School for Oncology and Developmental Biology and Comprehensive Cancer Center Maastricht MUMC+Maastricht UniversityMaastrichtThe Netherlands
| | - Meike de Wit
- Department of Medical Oncology and Oncoproteomics LaboratoryCancer Center AmsterdamVrije Universiteit AmsterdamAmsterdam UMCAmsterdamThe Netherlands
- Department of PathologyNetherlands Cancer InstituteAmsterdamThe Netherlands
| | - Laura Moonen
- Department of PathologyGROW–School for Oncology and Developmental BiologyMaastricht University Medical CenterMaastrichtThe Netherlands
| | - Jaleesa R M Van der Meer
- Department of PathologyGROW–School for Oncology and Developmental BiologyMaastricht University Medical CenterMaastrichtThe Netherlands
| | - Edith van den Boezem
- Department of PathologyGROW–School for Oncology and Developmental BiologyMaastricht University Medical CenterMaastrichtThe Netherlands
| | - Tim G A M Wolfs
- Department of PediatricsGROW‐School for Oncology and Developmental BiologyMaastricht UniversityMaastrichtThe Netherlands
| | - David W Threadgill
- Department of Molecular and Cellular MedicineTexas A&M University Health Science CenterCollege StationTXUSA
- Department of Biochemistry and BiophysicsTexas A&M UniversityCollege StationTXUSA
| | - Jeroen Demmers
- Proteomics CenterErasmus University Medical CenterRotterdamThe Netherlands
| | | | - Connie R Jimenez
- Department of Medical Oncology and Oncoproteomics LaboratoryCancer Center AmsterdamVrije Universiteit AmsterdamAmsterdam UMCAmsterdamThe Netherlands
| | - Pieter Vanden Berghe
- Laboratory for Enteric Neuroscience (LENS) and Translational Research Center for Gastrointestinal Disorders (TARGID)Department of Chronic Diseases, Metabolism and AgeingKU LeuvenLeuvenBelgium
| | - Kim M Smits
- Department of PathologyGROW–School for Oncology and Developmental BiologyMaastricht University Medical CenterMaastrichtThe Netherlands
| | - Kasper M A Rouschop
- Department of RadiotherapyGROW‐School for Oncology and Developmental Biology and Comprehensive Cancer Center Maastricht MUMC+Maastricht UniversityMaastrichtThe Netherlands
| | - Werend Boesmans
- Department of PathologyGROW–School for Oncology and Developmental BiologyMaastricht University Medical CenterMaastrichtThe Netherlands
- Biomedical Research Institute (BIOMED)Hasselt UniversityHasseltBelgium
| | - Robert M W Hofstra
- Department of Clinical GeneticsErasmus University Medical CenterRotterdamThe Netherlands
| | - Veerle Melotte
- Department of PathologyGROW–School for Oncology and Developmental BiologyMaastricht University Medical CenterMaastrichtThe Netherlands
- Department of Clinical GeneticsErasmus University Medical CenterRotterdamThe Netherlands
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NDRG2 is expressed on enteric glia and altered in conditions of inflammation and oxygen glucose deprivation/reoxygenation. J Mol Histol 2020; 52:101-111. [PMID: 33205345 DOI: 10.1007/s10735-020-09927-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 11/11/2020] [Indexed: 01/07/2023]
Abstract
Enteric glial cells are more abundant than neurons in the enteric nervous system. Accumulating evidence has demonstrated that enteric glial cells share many properties with astrocytes and play pivotal roles in intestinal diseases. NDRG2 is specifically expressed in astrocytes and is involved in various diseases in the central nervous system. However, no studies have demonstrated the expression of NDRG2 in enteric glial cells. We performed immunostaining of adult mouse tissue, human colon sections, and primary enteric glial cells and the results showed that NDRG2 was widely expressed in enteric glial cells. Meanwhile, our results showed that NDRG2 was upregulated after treatment with pro-inflammatory cytokines and exposure to oxygen glucose deprivation/reoxygenation, indicating that NDRG2 might be involved in these conditions. Moreover, we determined that NDRG2 translocated to the nucleus after treatment with pro-inflammatory cytokines but not after exposure to oxygen glucose deprivation/reoxygenation. This study is the first to show the expression and distribution of NDRG2 in the enteric glia. Our results indicate that NDRG2 might be involved in the pathogenesis of enteric inflammation and ischemia/reperfusion injury. This study shows that NDRG2 might be a molecular target for enteric nervous system diseases.
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Cao L, Hu T, Lu H, Peng D. N-MYC Downstream Regulated Gene 4 ( NDRG4), a Frequent Downregulated Gene through DNA Hypermethylation, plays a Tumor Suppressive Role in Esophageal Adenocarcinoma. Cancers (Basel) 2020; 12:cancers12092573. [PMID: 32927604 PMCID: PMC7565689 DOI: 10.3390/cancers12092573] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 09/04/2020] [Accepted: 09/08/2020] [Indexed: 12/16/2022] Open
Abstract
Simple Summary Esophageal adenocarcinoma has become a major clinical challenge in the western world due to its rapid increasing incidence and poor overall prognosis. Understanding the molecular events of its tumorigenesis is the key to better diagnosis and development of better therapeutic strategies. In the current study we aimed to identify epigenetic alteration targets in esophageal adenocarcinoma. We focused on a candidate gene, NDRG4 (N-myc downregulated gene 4). We found that NDRG4 was frequent downregulated in esophageal adenocarcinoma through DNA hypermethylation of its promoter region. Re-expression of NRDG4 in cancer cells significantly suppressed tumor growth via inhibition of cell proliferation. These results will improve our understanding on how dysfunction of NDRG4 contributes to esophageal adenocarcinoma. DNA hypermethylation of NDRG4 may be a useful biomarker in clinical monitoring of esophageal adenocarcinoma patients. Abstract The incidence of esophageal adenocarcinoma (EAC) has been rising dramatically in the past few decades in the United States and Western world. The N-myc downregulated gene 4 (NDRG4) belongs to the human NDRG family. In this study, we aimed to identify the expression levels, regulation, and functions of NDRG4 in EAC. Using an integrative epigenetic approach, we identified genes showing significant downregulation in EAC and displaying upregulation after 5-Aza-deoxycitidine. Among these genes, likely to be regulated by DNA methylation, NDRG4 was among the top 10 candidate genes. Analyses of TCGA (The Cancer Genome Atlas) and GEO (Gene Expression Omnibus) data sets and EAC tissue samples demonstrated that NDRG4 was significantly downregulated in EAC (p < 0.05). Using Pyrosequencing technology for quantification of DNA methylation, we detected that NDRG4 promoter methylation level was significantly higher in EAC tissue samples, as compared to normal esophagus samples (p < 0.01). A strong inverse correlation between NDRG4 methylation and its gene expression levels (r = −0.4, p < 0.01) was observed. Treatment with 5-Aza restored the NDRG4 expression, confirming that hypermethylation is a driving force for NDRG4 silencing in EAC. Pathway and gene set enrichment analyses of TCGA data suggested that NDRG4 is strongly associated with genes related to cell cycle regulation. Western blotting analysis showed significant downregulation of Cyclin D1, CDK4 and CDK6 in EAC cells after overexpression of NDRG4. Functionally, we found that the reconstitution of NDRG4 resulted in a significant reduction in tumor cell growth in two-dimensional (2D) and three-dimensional (3D) organotypic culture models and inhibited tumor cell proliferation as indicated by the EdU (5-ethynyl-2′-deoxyuridine) proliferation assay.
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Affiliation(s)
- Longlong Cao
- Department of Surgery, Miller School of Medicine, Miami, FL 33136, USA; (L.C.); (T.H.); (H.L.)
| | - Tianling Hu
- Department of Surgery, Miller School of Medicine, Miami, FL 33136, USA; (L.C.); (T.H.); (H.L.)
| | - Heng Lu
- Department of Surgery, Miller School of Medicine, Miami, FL 33136, USA; (L.C.); (T.H.); (H.L.)
| | - Dunfa Peng
- Department of Surgery, Miller School of Medicine, Miami, FL 33136, USA; (L.C.); (T.H.); (H.L.)
- Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL 33136, USA
- Correspondence: ; Tel.: 305-243-3989
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Gharazi H, Tabatabaeian H, Ghaedi K, Houshmand M, Azadeh M. Positive association of rs1049694 allele G located in NDRG1 with the incidence of gastric cancer and metastasis. GENE REPORTS 2020. [DOI: 10.1016/j.genrep.2020.100646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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Schonkeren SL, Massen M, van der Horst R, Koch A, Vaes N, Melotte V. Nervous NDRGs: the N-myc downstream-regulated gene family in the central and peripheral nervous system. Neurogenetics 2019; 20:173-186. [PMID: 31485792 PMCID: PMC6754360 DOI: 10.1007/s10048-019-00587-0] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Accepted: 08/22/2019] [Indexed: 02/07/2023]
Abstract
The N-Myc downstream-regulated gene (NDRG) family consists of four members (NDRG1, NDRG2, NDRG3, NDRG4) that are differentially expressed in various organs and function in important processes, like cell proliferation and differentiation. In the last couple of decades, interest in this family has risen due to its connection with several disorders of the nervous system including Charcot-Marie-Tooth disease and dementia, as well as nervous system cancers. By combining a literature review with in silico data analysis of publicly available datasets, such as the Mouse Brain Atlas, BrainSpan, the Genotype-Tissue Expression (GTEx) project, and Gene Expression Omnibus (GEO) datasets, this review summarizes the expression and functions of the NDRG family in the healthy and diseased nervous system. We here show that the NDRGs have a differential, relatively cell type-specific, expression pattern in the nervous system. Even though NDRGs share functionalities, like a role in vesicle trafficking, stress response, and neurite outgrowth, other functionalities seem to be unique to a specific member, e.g., the role of NDRG1 in myelination. Furthermore, mutations, phosphorylation, or changes in expression of NDRGs are related to nervous system diseases, including peripheral neuropathy and different forms of dementia. Moreover, NDRG1, NDRG2, and NDRG4 are all involved in cancers of the nervous system, such as glioma, neuroblastoma, or meningioma. All in all, our review elucidates that although the NDRGs belong to the same gene family and share some functional features, they should be considered unique in their expression patterns and functional importance for nervous system development and neuronal diseases.
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Affiliation(s)
- Simone L Schonkeren
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands
| | - Maartje Massen
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands
| | - Raisa van der Horst
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands
| | - Alexander Koch
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands
| | - Nathalie Vaes
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands
| | - Veerle Melotte
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands.
- Department of Clinical Genetics, Erasmus MC University Medical Center, Rotterdam, The Netherlands.
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Zhu G, Qian M, Lu L, Chen Y, Zhang X, Wu Q, Liu Y, Bian Z, Yang Y, Guo S, Wang J, Pan Q, Sun F. O-GlcNAcylation of YY1 stimulates tumorigenesis in colorectal cancer cells by targeting SLC22A15 and AANAT. Carcinogenesis 2019; 40:1121-1131. [PMID: 30715269 DOI: 10.1093/carcin/bgz010] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Revised: 01/02/2019] [Accepted: 01/23/2019] [Indexed: 12/14/2022] Open
Abstract
Emerging studies have revealed that O-GlcNAcylation plays pivotal roles in the tumorigenesis of colorectal cancers (CRCs). However, the underlying mechanism still remains largely unknown. Here, we demonstrated that Yin Yang 1 (YY1) was O-GlcNAcylated by O-GlcNAc transferase (OGT) and O-GlcNAcylation of YY1 could increase the protein expression by enhancing its stability. O-GlcNAcylation facilitated transformative phenotypes of CRC cell in a YY1-dependent manner. Also, O-GlcNAcylation stimulates YY1-dependent transcriptional activity. Besides, we also identified the oncoproteins, SLC22A15 and AANAT, which were regulated by YY1 directly, are responsible for the YY1 stimulated tumorigenesis. Furthermore, we identified the main putative O-GlcNAc site of YY1 at Thr236, and mutating of this site decreased the pro-tumorigenic capacities of YY1. We concluded that O-GlcNAcylation of YY1 stimulates tumorigenesis in CRC cells by targeting SLC22A15 and AANAT, suggesting that YY1 O-GlcNAcylation might be a potential effective therapeutic target for treating CRC.
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Affiliation(s)
- Guoqing Zhu
- Department of Clinical Laboratory, Shanghai Tenth People's Hospital of Tongji University, Middle Yanchang Road, Shanghai, China
| | - Mingping Qian
- Department of General Surgery, Shanghai Tenth People's Hospital of Tongji University, Shanghai, China
| | - Liesheng Lu
- Department of General Surgery, Shanghai Tenth People's Hospital of Tongji University, Shanghai, China
| | - Yan Chen
- Department of Clinical Laboratory, Shanghai Tenth People's Hospital of Tongji University, Middle Yanchang Road, Shanghai, China
| | - Xiao Zhang
- Department of Clinical Laboratory, Shanghai Tenth People's Hospital of Tongji University, Middle Yanchang Road, Shanghai, China
| | - Qi Wu
- Department of Clinical Laboratory, Shanghai Tenth People's Hospital of Tongji University, Middle Yanchang Road, Shanghai, China
| | - Ya Liu
- Department of Clinical Laboratory, Shanghai Tenth People's Hospital of Tongji University, Middle Yanchang Road, Shanghai, China
| | - Zhixuan Bian
- Department of Clinical Laboratory, Shanghai Tenth People's Hospital of Tongji University, Middle Yanchang Road, Shanghai, China
| | - Yueyue Yang
- Department of Clinical Laboratory, Shanghai Tenth People's Hospital of Tongji University, Middle Yanchang Road, Shanghai, China
| | - Susu Guo
- Department of Clinical Laboratory, Shanghai Tenth People's Hospital of Tongji University, Middle Yanchang Road, Shanghai, China
| | - Jiayi Wang
- Department of Clinical Laboratory, Shanghai Tenth People's Hospital of Tongji University, Middle Yanchang Road, Shanghai, China
| | - Qiuhui Pan
- Department of Clinical Medicine, Shanghai Children's Medical Center, Shanghai Jiaotong University School of Medicine, Dongfang Road, Shanghai, China
| | - Fenyong Sun
- Department of Clinical Laboratory, Shanghai Tenth People's Hospital of Tongji University, Middle Yanchang Road, Shanghai, China
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Wang Y, Zhao M, Zhao H, Cheng S, Bai R, Song M. MicroRNA-940 restricts the expression of metastasis-associated gene MACC1 and enhances the antitumor effect of Anlotinib on colorectal cancer. Onco Targets Ther 2019; 12:2809-2822. [PMID: 31114229 PMCID: PMC6489584 DOI: 10.2147/ott.s195364] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Accepted: 02/28/2019] [Indexed: 12/12/2022] Open
Abstract
Background: Metastasis-associated with colon cancer-1 (MACC1) is an important regulator that promotes colorectal cancer (CRC) cells’ proliferation and distant metastasis. Therefore, MACC1 is considered as a promising therapeutic target of CRC. This work aimed to identify the microRNA (miR) targeted to MACC1, and to study the potential of using the particular miR in enhancing the antitumor effect of chemotherapy. Materials and methods: miR prediction was performed in the miR database. The effect of miR-940 on MACC1’s expression was examined by Western blot, and the effect of miR-940 on the expression of genes related to the epithelial–mesenchymal transition (EMT) was identified by quantitative real-time polymerase chain reaction experiments. In vivo growth of CRC cells were analyzed in the nude mice subcutaneous tumor model and CRC liver metastasis model. Results: By using the database, miR-940 was identified to target to the 3ʹUTR of MACC1’s mRNA. Experimentally, transfection of miR-940 decreased the expression of MACC1 in CRC cells and inhibited the EMT process of the transfected cells. MiR-940 also enhanced the inhibitory effect of Anlotinib on CRC cells’ in vivo growth and invasion. Correspondingly, ectopic expression of MACC1 mutant, which does not contain miR-940 binding site, blocked the antitumor effect of miR-940 on CRC cells. Conclusion: MiR-940 restricts the proliferation and invasion of CRC cells by targeting to MACC1’s mRNA, and enhances the antitumor effect of Anlotinib on CRC tumors.
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Affiliation(s)
- Yan Wang
- Department of General Surgery, Beijing Tian Tan Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Meng Zhao
- Department of Breast Surgery, Beijing Tian Tan Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Huishan Zhao
- Reproductive Medicine Centre, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, Shandong, People's Republic of China
| | - Shi Cheng
- Department of General Surgery, Beijing Tian Tan Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Rixing Bai
- Department of General Surgery, Beijing Tian Tan Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Maomin Song
- Department of General Surgery, Beijing Tian Tan Hospital, Capital Medical University, Beijing, People's Republic of China
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Liu J, Shao Y, He Y, Ning K, Cui X, Liu F, Wang Z, Li F. MORC2 promotes development of an aggressive colorectal cancer phenotype through inhibition of NDRG1. Cancer Sci 2018; 110:135-146. [PMID: 30407715 PMCID: PMC6317918 DOI: 10.1111/cas.13863] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2018] [Revised: 11/01/2018] [Accepted: 11/03/2018] [Indexed: 01/19/2023] Open
Abstract
MORC2 (microrchidia family CW‐type zinc finger 2) is a newly identified chromatin remodeling protein that functions in diverse biological processes including gene transcription. NDRG1 is a metastasis suppressor and a prognostic biomarker for colorectal cancer (CRC). However, the relationship between MORC2 and NDRG1 transcriptional regulation and the roles of MORC2 in CRC remain elusive. Here, we showed that MORC2 downregulated NDRG1 mRNA, protein levels, and promoter activity in CRC cells. We also found that MORC2 bound to the −446 to −213 bp region of the NDRG1 promoter. Mechanistically, histone deacetylase sirtuin 1 (SIRT1) was involved in NDRG1 transcriptional regulation. MORC2 was able to interact with SIRT1 and inhibit NDRG1 promoter activity cumulatively with SIRT1. MORC2 overexpression led to a decrease of H3Ac and H4Ac of the NDRG1 promoter. Importantly, we showed that NDRG1 was essential in MORC2‐mediated promotion of CRC cell migration and invasion in vitro, as well as lung metastasis of CRC cells in vivo. Moreover, MORC2 expression correlated negatively with NDRG1 expression in CRC patients. High expression of MORC2 was significantly associated with lymph node metastasis (P = 0.019) and poor pTNM stage (P = 0.02) and the expression of MORC2 correlated with poor prognosis in colon cancer patients. Our findings thus contribute to the knowledge of the regulatory mechanism of MORC2 in downregulating NDRG1, and suggest MORC2 as a potential therapeutic target for CRC.
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Affiliation(s)
- Jiao Liu
- Department of Cell Biology, Key Laboratory of Cell Biology, National Health Commission of the PRC, and Key Laboratory of Medical Cell Biology, Ministry of Education of the PRC, China Medical University, Shenyang, China
| | - Yangguang Shao
- Department of Cell Biology, Key Laboratory of Cell Biology, National Health Commission of the PRC, and Key Laboratory of Medical Cell Biology, Ministry of Education of the PRC, China Medical University, Shenyang, China
| | - Yuxin He
- Department of Cell Biology, Key Laboratory of Cell Biology, National Health Commission of the PRC, and Key Laboratory of Medical Cell Biology, Ministry of Education of the PRC, China Medical University, Shenyang, China
| | - Ke Ning
- Department of Cell Biology, Key Laboratory of Cell Biology, National Health Commission of the PRC, and Key Laboratory of Medical Cell Biology, Ministry of Education of the PRC, China Medical University, Shenyang, China
| | - Xi Cui
- Department of Cell Biology, Key Laboratory of Cell Biology, National Health Commission of the PRC, and Key Laboratory of Medical Cell Biology, Ministry of Education of the PRC, China Medical University, Shenyang, China
| | - Furong Liu
- Department of Cell Biology, Key Laboratory of Cell Biology, National Health Commission of the PRC, and Key Laboratory of Medical Cell Biology, Ministry of Education of the PRC, China Medical University, Shenyang, China
| | - Zhenning Wang
- Department of Surgical Oncology and General Surgery, First Hospital of China Medical University, Shenyang, China
| | - Feng Li
- Department of Cell Biology, Key Laboratory of Cell Biology, National Health Commission of the PRC, and Key Laboratory of Medical Cell Biology, Ministry of Education of the PRC, China Medical University, Shenyang, China
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