Targeting UCHL3 attenuates pathological markers in neuronal models of Huntington's disease.
Huntington's disease (HD) is an autosomal dominant neurodegenerative disease with a well-characterized genetic etiology of a CAG expansion mutation in the huntingtin (HTT) gene, yet it remains without a cure. The hallmark of HD is the accumulation of intraneuronal aggregates of mutant HTT protein and polyglutamine (polyQ)-containing fragments, which cause impaired proteostasis and is an important HD therapeutic target. Aggregate-prone protein clearance primarily occurs through the autophagy-lysosome pathway and the ubiquitin-proteasome system, both of which can be modulated by deubiquitinating enzymes (DUBs). This study investigates the role of the DUB ubiquitin C-terminal hydrolase L3 (UCHL3) in modulating polyQ-mediated aggregation and toxicity. UCHL3 has previously been identified as a potential therapeutic target in cancer. We utilize HD models, including primary mouse neurons, patient fibroblasts, and patient-derived medium spiny neurons (MSN), which are the most vulnerable to HTT polyQ toxicity. Genetic lowering of UCHL3 decreased polyQ aggregates and increased autophagosome-lysosome fusion events. This was accompanied by STAT3 induction, which protects against neuronal proteotoxic stress. Furthermore, treatment with a small-molecule inhibitor of UCHL3 recapitulated the effects of UCHL3 lowering and attenuated pathological markers in HD MSN. These results provide a foundation for further exploration of UCHL3 inhibitors in the context of HD and underscore the biological connection between cancer and neurodegeneration for drug repurposing strategies.
- Supplementary Content
43
- 10.3389/fcell.2020.611735
- Dec 23, 2020
- Frontiers in Cell and Developmental Biology
Huntington's disease (HD) is a progressive neurodegenerative disorder that is characterized by motor, cognitive, and psychiatric problems. It is caused by a polyglutamine expansion in the huntingtin protein that leads to striatal degeneration via the transcriptional dysregulation of several genes, including genes that are involved in the calcium (Ca2+) signalosome. Recent research has shown that one of the major Ca2+ signaling pathways, store-operated Ca2+ entry (SOCE), is significantly elevated in HD. SOCE refers to Ca2+ flow into cells in response to the depletion of endoplasmic reticulum Ca2+ stores. The dysregulation of Ca2+ homeostasis is postulated to be a cause of HD progression because the SOCE pathway is indirectly and abnormally activated by mutant huntingtin (HTT) in γ-aminobutyric acid (GABA)ergic medium spiny neurons (MSNs) from the striatum in HD models before the first symptoms of the disease appear. The present review summarizes recent studies that revealed a relationship between HD pathology and elevations of SOCE in different models of HD, including YAC128 mice (a transgenic model of HD), cellular HD models, and induced pluripotent stem cell (iPSC)-based GABAergic medium spiny neurons (MSNs) that are obtained from adult HD patient fibroblasts. SOCE in MSNs was shown to be mediated by currents through at least two different channel groups, Ca2+ release-activated Ca2+ current (ICRAC) and store-operated Ca2+ current (ISOC), which are composed of stromal interaction molecule (STIM) proteins and Orai or transient receptor potential channel (TRPC) channels. Their role under physiological and pathological conditions in HD are discussed. The role of Huntingtin-associated protein 1 isoform A in elevations of SOCE in HD MSNs and potential compounds that may stabilize elevations of SOCE in HD are also summarized. Evidence is presented that shows that the dysregulation of molecular components of SOCE or pathways upstream of SOCE in HD MSN neurons is a hallmark of HD, and these changes could lead to HD pathology, making them potential therapeutic targets.
- Research Article
- 10.1158/1538-7445.am2015-4697
- Aug 1, 2015
- Cancer Research
The chromatin remodeling SWI/SNF complex is mutated in 20% of all cancers and ARID1A is the most frequently mutated subunit. However, the tumor suppressive functions of ARID1A are not fully understood and no feasible therapeutic strategies are available for ARID1A-mutant cancers. Recent studies found that loss of ARID1A is associated with increased phosphorylation of AKT. We found that from a study that analyzed data from Project Achilles, a broad shRNA screening project, PIK3CA is the number 2 gene essential for survival of ARID1A-mutant cell lines compared to ARID1A-wildtype cell lines (P = 7.37 × 10-6, FDR < 0.001). Based on these findings, we hypothesized that the PI3K pathway is a potential therapeutic target in ARID1A-mutant cancers. We analyzed the Cancer Genome Atlas (TCGA) datasets and found that mutations in the PI3K pathway co-occur with ARID1A mutations. In addition, the number of co-existing PI3K pathway mutations in the same sample is higher when ARID1A is mutated. We knocked down PIK3CA in ARID1A-wildtype cells (RMG1 and OVCAR3) and ARID1A-mutant cells (OVAS and HCH-1). We found that proliferation was impaired more profoundly in ARID1A-mutant cells. Interestingly, HCH-1 cells are wildtype in PIK3CA, PTEN, PIK3R1 and KRAS, but are still sensitive to PIK3CA depletion. For an unbiased approach, we analyzed the Genomics of Drug Sensitivity in Cancer datasets, which contain drug responses of a large cancer cell line panel to 138 anti-cancer drugs. We compared the drug responses of 49 cell lines harboring inactivating ARID1A-mutations with 266 ARID1A-wildtype cell lines. We found that the presence of inactivating ARID1A mutations is highly associated with sensitivity to mTOR inhibitor AZD8055 (ranked 2nd, P = 2.00 × 10-3) and AKT inhibitor MK2206 (ranked 4th, P = 7.98 × 10-3). This association is still significant for MK2206 when we removed cell lines with PIK3CA, KRAS, PTEN, PIK3R1 and TSC1 alterations (P = 1.32 × 10-2). Finally, we investigated how ARID1A loss can directly increase PI3K/mTOR activity. Using microarray analysis, we found that knockdown of ARID1A up-regulated MYC and MYC target genes, including SLC7A5, an amino-acid transporter required for mTOR activation. Analysis of TCGA datasets showed that MYC amplification and ARID1A mutations are mutual exclusive events, suggesting that overexpression of MYC and loss of ARID1A may converge on the same pathway. In conclusion, we found that ARID1A-mutant cells are highly sensitive to PI3K/mTOR inhibition. Although ARID1A mutations frequently co-occur with PI3K pathway mutations, it is not the sole explanation of this specific sensitivity. ARID1A loss may increase mTOR signaling through MYC target gene SLC7A5. However, increase in PI3K/mTOR activity maybe a long term effect of ARID1A loss. Together, our data identified PI3K/mTOR signaling is essential for survival of ARID1A-mutant cancers and PI3K/mTOR inhibitors can be used as therapeutic strategies. Citation Format: Suet-Yan Kwan, Daisy I. Izaguirre, Xuanjin Cheng, Suet-Ying Kwan, Yvonne TM Tsang, Hoi-Shan Kwan, Kwong-Kwok Wong. The PI3K/mTOR pathway is a potential therapeutic target in cancers with ARID1A mutations. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 4697. doi:10.1158/1538-7445.AM2015-4697
- Research Article
- 10.1158/1538-7445.am2021-1210
- Jul 1, 2021
- Cancer Research
Background: NFX1-123 is the longer splice variant isoform of the NFX1 gene and is highly expressed in cervical cancer. Cervical cancer is caused by high-risk HPV infections, and NFX1-123 is a protein partner with the HPV oncoprotein E6. Together, NFX1-123 and E6 affect cellular growth, longevity, differentiation, and the immune response. The expression status of NFX1-123 in cancers beyond cervical cancer, and its potential as therapeutic target, has not been investigated. Methods: TSVdb of TCGA was used to quantify NFX1-123 expression in 25 primary cancers tissues compared to adjacent normal tissues. The NFX1-123 protein structure was predicted using I-TASSER: Interactive Threading ASSEmbly Refinement tool. The modeled structure was submitted to the MTi-Openscreen Virtual screening web-server using ZINC-Database to retrieve suitable drug molecules, and further screening was evaluated by PyRx interphase and AutoDock Vina. The top four compounds, found to bind in silico to NFX1-123, were tested experimentally to determine their inhibitory effects on NFX1-123-related cellular growth and survival by MTT assay. Results: 44% of cancers (11 of 25) had significant differences in NFX1-123 expression when compared to adjacent normal solid tissues. Nine of 11 cancers (88%) had greater NFX1-123 expression: breast invasive carcinoma, cholangiocarcinoma, colon adenocarcinoma, renal cell carcinoma, renal papillary cell carcinoma, hepatocellular carcinoma, lung adenocarcinoma, sarcoma, and stomach adenocarcinoma. Two of 11 cancers (18%) had reduced NFX1-123 expression: lung squamous cell carcinoma, and pheochromocytoma and paraganglioma. Additionally, HPV+ head and neck cancers had greater expression of NFX1-123 compared to HPV- head and neck cancers. Bioinformatics and proteomic predictive analysis revealed the 3-D structure of the NFX1-123; with this structure, drug libraries were screened for high binding affinity compounds. 17 drugs with binding energies range from -11.3 to -10 Kcal/mol. were found. The top four compounds were used to treat HPV- and HPV+ cervical and head and neck cancer cell lines in culture, and two (R428 and Ketoconazole) were found to reduce NFX1-123 protein levels and inhibit cell growth and survival. R428 was also found to inhibit NFX1-123 and regulate autophagy and autophagy-mediated cell death. Conclusion: Nine out of 25 (36%) cancers expressed high levels of NFX1-123, and drug targeting of NFX1-123 can lead to cell growth inhibition. NFX1-123 may be a potential novel therapeutic target in cancers that highly express NFX1-123. Citation Format: Sreenivasulu Chintala, Anand Anbarasu, Rachel A. Katzenellenbogen. NFX1-123: A potential therapeutic target in cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 1210.
- Research Article
11
- 10.1186/s12967-023-04311-3
- Sep 22, 2023
- Journal of Translational Medicine
BackgroundThe catenin beta 1 gene (CTNNB1) plays a crucial role in the malignant progression of various cancers. Recent studies have suggested that CTNNB1 hyperactivation is closely related to the occurrence and development of bladder cancer (BCa). As a member of the deubiquitinating enzyme (DUB) family, ubiquitin C-terminal hydrolase L3 (UCHL3) is abnormally expressed in various cancers. In this study, we discovered that UCHL3 is a novel oncogene in bladder cancer, suggesting it is a promising target against bladder cancer.MethodsWe utilized CRISPR‒Cas9 technology to construct cell lines with UCHL3 stably overexpressed or knocked out. The successful overexpression or knockout of UCHL3 was determined using Western blotting. Then, we performed CCK-8, colony formation, soft agar and Transwell migration assays to determine the impact of the UCHL3 gene on cell phenotype. RNA-seq was performed with UCHL3-depleted T24 cells (established via CRISPR–Cas9-mediated genomic editing). We analyzed differences in WNT pathway gene expression in wild-type and UCHL3-deficient T24 cell lines using a heatmap and by gene set enrichment analysis (GSEA). Then, we validated the effect of UCHL3 on the Wnt pathway using a dual fluorescence reporter. We then analyzed the underlying mechanisms involved using Western blots, co-IP, and immunofluorescence results. We also conducted nude mouse tumor formation experiments. Moreover, conditional UCHL3-knockout mice and bladder cancer model mice were established for research.ResultsWe found that the overexpression of UCHL3 boosted bladder cancer cell proliferation, invasion and migration, while the depletion of UCHL3 in bladder cancer cells delayed tumor tumorigenesis in vitro and in vivo. UCHL3 was highly associated with the Wnt signaling pathway and triggered the activation of the Wnt signaling pathway, which showed that its functions depend on its deubiquitination activity. Notably, Uchl3-deficient mice were less susceptible to bladder tumorigenesis. Additionally, UCHL3 was highly expressed in bladder cancer cells and associated with indicators of advanced clinicopathology.ConclusionIn summary, we found that UCHL3 is amplified in bladder cancer and functions as a tumor promoter that enhances proliferation and migration of tumor cells in vitro and bladder tumorigenesis and progression in vivo. Furthermore, we revealed that UCHL3 stabilizes CTNNB1 expression, resulting in the activation of the oncogenic Wnt signaling pathway. Therefore, our findings strongly suggest that UCHL3 is a promising therapeutic target for bladder cancer.
- Research Article
119
- 10.1016/j.nbd.2008.03.010
- Apr 16, 2008
- Neurobiology of disease
Full length mutant huntingtin is required for altered Ca 2+ signaling and apoptosis of striatal neurons in the YAC mouse model of Huntington's disease
- Research Article
1
- 10.2147/jir.s501850
- Feb 1, 2025
- Journal of inflammation research
Pancreatic adenocarcinoma (PAAD) is a highly aggressive cancer with a poor prognosis, reliable markers are urgently needed for early detection and prognosis evaluation. SAPCD2, a cell cycle related gene, has been implicated in tumorigenesis and proposed as a potential therapeutic target in cancer. However, no comprehensive study has explored its expression and regulation, discussed its role in tumor prognosis and immune modulation, along with therapy response in pan-cancer until now. SAPCD2 expression was analyzed using data from The Cancer Genome Atlas database (TCGA) and Human Protein Atlas (HPA) database. Genetic and epigenetic alterations of SAPCD2 and the immune microenvironment were explored via NCBI, TIMER2 and cBioPortal platforms. Western blot analysis and immunohistochemistry (IHC) were performed to check SAPCD2 protein expression in PAAD cells and tissues. Cell counting kit 8 (CCK8), flow cytometry, and transwell experiments were used to evaluate the role of SAPCD2 in PAAD cell lines. Our study found that SAPCD2 is notably upregulated in various cancers, especially early-stage digestive cancers, and is linked to poor survival in most cancers like PAAD and LIHC. Gene amplification and promoter DNA hypomethylation appear to drive this upregulation. Additionally, SAPCD2 expression correlates with tumor mutation burden, microsatellite instability, and immune scores across several cancers. In PAAD, elevated SAPCD2 levels correlated with reduced immune activity, whereas in stomach cancer (STAD), its prognostic impact appeared immune-independent. In PDAC cell lines, SAPCD2 knockdown reduced proliferation and invasion, and caused reduction of G0/G1 phase. PAAD cells with high SAPCD2 expression showed increased sensitivity to DNA-PK, p38α MAPK, and Bcl-2 inhibitors. SAPCD2 serves as both a prognostic marker and a potential therapeutic target in PAAD, where its low expression may enhance responsiveness to specific drugs. These findings underscore SAPCD2's dual role in cancer progression and therapy.
- Research Article
49
- 10.3389/fimmu.2018.01187
- May 31, 2018
- Frontiers in Immunology
Retinoic acid receptor-related orphan receptors (RORs) include RORα (NR1F1), RORβ (NR1F2), and RORγ (NR1F3). These receptors are reported to activate transcription through ligand-dependent interactions with co-regulators and are involved in the development of secondary lymphoid tissues, autoimmune diseases, inflammatory diseases, the circadian rhythm, and metabolism homeostasis. Researches on RORs contributing to cancer-related processes have been growing, and they provide evidence that RORs are likely to be considered as potential therapeutic targets in many cancers. RORα has been identified as a potential therapeutic target for breast cancer and has been investigated in melanoma, colorectal colon cancer, and gastric cancer. RORβ is mainly expressed in the central nervous system, but it has also been studied in pharyngeal cancer, uterine leiomyosarcoma, and colorectal cancer, in addition to neuroblastoma, and recent studies suggest that RORγ is involved in various cancers, including lymphoma, melanoma, and lung cancer. Some studies found RORγ to be upregulated in cancer tissues compared with normal tissues, while others indicated the opposite results. With respect to the mechanisms of RORs in cancer, previous studies on the regulatory mechanisms of RORs in cancer were mostly focused on immune cells and cytokines, but lately there have been investigations concentrating on RORs themselves. Thus, this review summarizes reports on the regulation of RORs in cancer and highlights potential therapeutic targets in cancer.
- Research Article
- 10.1158/1538-7445.am10-109
- Apr 15, 2010
- Cancer Research
Purpose: It is difficult to prioritize potential therapeutic targets from thousands of differentially expressed genes identified by genome-wide gene expression profiling in cancer. The vast array of in silico resources currently available in life sciences research offer the possibility of aiding drug discovery process. Here we propose to take advantage of these resources to develop a genetic network-based model to comprehensively and effectively identify potential therapeutic targets in several cancer types. Method: A whole-genome genetic network, which can reveal the tendency for genes to operate in the same or similar pathways, is first constructed from heterogeneous data using a developed machine learning approach, RVM-based ensemble. A tumor-specific network can then be generated by mapping the differentially expressed genes in a tumor to the whole-genome network. Finally, potential therapeutic targets can be identified as hub genes that are functionally associated to multiple existing cancer pathways in the tumor-specific network. Result: Here, the approach is applied to Breast, Colon, and Lung Cancer separately. In each case, differentially expressed genes are all ranked based on the extent of their functional association with multiple known cancer pathways in the tumor-specific network. The result in each case shows that higher ranked genes are cited by more literature respectively related to the three cancers (Spearman's Rank Correlations, R>0.2 with p<1×10−10); that is, they likely play more important roles in these cancers, compared to lower ranked genes. While mapping the results to gene annotation, we find that many kinase, receptor, and transcription factor related genes, which are often proposed as possible molecular targets, are ranked highly in all cases. We also find that the effective targets detected by siRNA screens tend to be ranked highly in each case (the area under the ROC curve, AUC>0.75). Additionally, we also identified drugs and compounds that can target the highly ranked genes based on known drug-target information. Targets of many drugs, already in clinical trials and used for treatment of the three cancers, are all highly ranked in each case. Other drugs and compounds identified but not in clinical trials have also shown anti-cancer effect and could be considered as potential novel drug for these cancers. Moreover, we also find several novel targets in each case, which are not yet identified as cancer genes, are highly ranked and also increase cancer cell death in siRNA screens. One example is CSNK1G2 (casein kinase 1, gamma 2) in Colon cancer. Conclusion: Our approach has demonstrated the ability to identify potential therapeutic targets in cancer systematically and comprehensively using integrated functional genomic and proteomic data. It also implies that the proposed approach could be utilized to generate personal therapeutics. Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 101st Annual Meeting of the American Association for Cancer Research; 2010 Apr 17-21; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2010;70(8 Suppl):Abstract nr 109.
- Research Article
90
- 10.1517/14712598.8.1.45
- Dec 17, 2007
- Expert Opinion on Biological Therapy
Galectin-1, a member of a family of highly conserved glycan-binding proteins, has emerged as a regulator of immune cell tolerance and homeostasis. This endogenous lectin widely expressed at sites of inflammation and tumour growth, has been postulated as an attractive immunosuppressive agent to restore immune cell tolerance and homeostasis in autoimmune and inflammatory settings. On the other hand, galectin-1 contributes to different steps of tumour progression including cell adhesion, migration and tumour-immune escape, suggesting that blockade of galectin-1 might result in therapeutic benefits in cancer. Recent findings implicating galectin-glycoprotein lattices as selective regulators of inflammatory responses have provided new insights into the understanding of the molecular bases of galectin-1-induced immunoregulation. Here the authors review the dual role of galectin-1 as a selective immunosuppressive agent in T helper (TH)1 and TH17-mediated inflammatory/autoimmune disorders and a potential therapeutic target in cancer and metastasis.
- Research Article
- 10.1093/qjmed/hcab088.011
- Oct 1, 2021
- QJM: An International Journal of Medicine
Colorectal cancer (CRC) is one of the leading causes of cancer-related deaths world-wide. There is an increasing need for the identification of novel biomarkers/targets for early diagnosis and for the development of novel chemopreventive and therapeutic agents for CRC. Recently, MACF1 gene has emerged as a potential therapeutic target in cancer as it involved in processes critical for tumor cell proliferation, invasion and metastasis. It is suggested that MACF1 may function in cancers through Wnt signaling. MiR-34a is a well-known tumor suppressor miRNA.miR-34a targets MACF1 gene as a part of the wnt signaling pathway. In this study, 40 colonic tissues were collected from CRC patients (20) and control subjects (20). miR-34a-5p was assessed by real time PCR in all study groups. The results showed highly significant decrease (P < 0.01) in miR-34a relative expression in the CRC group (median RQ 0.13) when compared to the benign group (median RQ 5.3) and the healthy control group (median RQ 19.63). miR-34a mimic and inhibitor were transfected in CaCo-2 cell line and proliferation was assessed. The transfection of the cell line with miR-34a mimic decreased cell proliferation. Our study suggests that miR-34a-5p targets MACF1 gene as a part of the wnt signaling pathway leading to the involvement in the molecular mechanisms of CRC development and progression.
- Research Article
53
- 10.3233/jhd-170266
- Feb 24, 2018
- Journal of Huntington's Disease
Huntington disease (HD) is a dominantly inherited neurodegenerative disorder caused by a CAG repeat expansion in the huntingtin gene. We previously discovered that mutant Huntingtin sensitizes type 1 inositol 1,4,5-trisphosphate receptor (InsP3R1) to InsP3. This causes calcium leakage from the endoplasmic reticulum (ER) and a compensatory increase in neuronal store-operated calcium (nSOC) entry. We previously demonstrated that supranormal nSOC leads to synaptic loss in striatal medium spiny neurons (MSNs) in YAC128 HD mice. We sought to identify calcium channels supporting supranormal nSOC in HD MSNs and to validate these channels as potential therapeutic targets for HD. Cortico-striatal cultures were established from wild type and YAC128 HD mice and the density of MSN spines was quantified. The expression of candidate nSOC components was suppressed by RNAi knockdown and by CRISPR/Cas9 knockout. TRPC1 knockout mice were crossed with YAC128 HD mice for evaluation of motor performance in a beamwalk assay. RNAi-mediated knockdown of TRPC1, TRPC6, Orai1, or Orai2, but not other TRPC isoforms or Orai3, rescued the density of YAC128 MSN spines. Knockdown of stromal interaction molecule 1 (STIM1), an ER calcium sensor and nSOC activator, also rescued YAC128 MSN spines. Knockdown of the same targets suppressed supranormal nSOC in YAC128 MSN spines. These channel subunits co-immunoprecipitated with STIM1 and STIM2 in synaptosomal lysates from mouse striata. Crossing YAC128 mice with TRPC1 knockout mice improved motor performance and rescued MSN spines in vitro and in vivo, indicating that inhibition of TRPC1 may serve as a neuroprotective strategy for HD treatment. TRPC1 channels constitute a potential therapeutic target for treatment of HD.
- Research Article
5
- 10.1186/s12920-023-01691-9
- Oct 13, 2023
- BMC Medical Genomics
BackgroundThe origin recognition complex 1 (ORC1) is a large subunit of the origin recognition complex and acts as the master subunit of the precoding complex.ObjectiveTo explore potential function and clinical significance of ORC1 in cancers.MethodsThe expression level of ORC1 in different types of tumor tissues and matched normal tissues were detected by The Cancer Genome Atlas (TCGA) and validated by datasets from the gene expression omnibus (GEO) database. The association between ORC1 expression and infiltration levels of immune cell was analyzed. ORC1 and its co-expression genes were subjected to enrichment analysis to explore potential mechanisms in cancers, and the protein-protein interaction (PPI) network was constructed. Finally, the expression of ORC1 in tumor tissue and adjacent tissue was verified by immunohistochemistry (IHC).ResultsORC1 was highly expressed in the majority of tumors, and the expression level of ORC1 was associated with the pathological stages of ACC, LUAD, OV and SKCM. ORC1 was closely related with poor prognosis in ACC, LIHC, PAAD, READ and THCA. ORC1 in ACC and KICH was positively correlated with the infiltration level of immune cells while it was negatively correlated with the infiltration level of immune cells in THYM. Co-expression network analysis showed that CDCA3, GSG2, KIF2C, NCAPH and PLK1 were positively correlated with ORC1 in cancer, and enrichment analysis showed a correlation with cytosol, ATP binding and cell division. The expression of ORC1 in UCEC and KICH was higher than that in the adjacent tissues.ConclusionORC1 over-expressed in most tumors and could be severed as a novel biomarker for diagnosis. This study revealed that ORC1 might inhibit tumor immunity and might be a potential therapeutic target in cancers.
- Research Article
14
- 10.1016/j.cca.2020.09.016
- Sep 16, 2020
- Clinica Chimica Acta
Ubiquitin-like protein FAT10: A potential cardioprotective factor and novel therapeutic target in cancer
- Research Article
41
- 10.1093/bioinformatics/btt606
- Oct 24, 2013
- Bioinformatics
The discovery of therapeutic targets is important for cancer treatment. Although dozens of targets have been used in cancer therapies, cancer remains a serious disease with a high mortality rate. Owing to the expansion of cancer-related data, we now have the opportunity to infer therapeutic targets using computational biology methods. Here, we describe a method, termed anticancer activity enrichment analysis, used to determine genes that could be used as therapeutic targets. The results show that these genes have high likelihoods of being developed into clinical targets (>60%). Combined with gene expression data, we predicted 50 candidate targets for lung cancer, of which 19 of the top 20 genes are targeted by approved drugs or drugs used in clinical trials. A hexokinase family member, hexokinase domain-containing protein 1 (HKDC1), is the only one of the top 20 genes that has not been targeted by either an approved drug or one being used in clinical trials. Further investigations indicate that HKDC1 is a novel potential therapeutic target for lung cancer. We developed a protocol to identify potential therapeutic targets from heterogeneous data. We suggest that HKDC1 is a novel potential therapeutic target for lung cancer. huangjf@mail.kiz.ac.cn Supplementary data are available at Bioinformatics online.
- Research Article
10
- 10.1371/journal.pcbi.1007648
- Apr 17, 2020
- PLOS Computational Biology
Medium spiny neurons (MSNs) comprise over 90% of cells in the striatum. In vivo MSNs display coherent burst firing cell assembly activity patterns, even though isolated MSNs do not burst fire intrinsically. This activity is important for the learning and execution of action sequences and is characteristically dysregulated in Huntington's Disease (HD). However, how dysregulation is caused by the various neural pathologies affecting MSNs in HD is unknown. Previous modeling work using simple cell models has shown that cell assembly activity patterns can emerge as a result of MSN inhibitory network interactions. Here, by directly estimating MSN network model parameters from single unit spiking data, we show that a network composed of much more physiologically detailed MSNs provides an excellent quantitative fit to wild type (WT) mouse spiking data, but only when network parameters are appropriate for the striatum. We find the WT MSN network is situated in a regime close to a transition from stable to strongly fluctuating network dynamics. This regime facilitates the generation of low-dimensional slowly varying coherent activity patterns and confers high sensitivity to variations in cortical driving. By re-estimating the model on HD spiking data we discover network parameter modifications are consistent across three very different types of HD mutant mouse models (YAC128, Q175, R6/2). In striking agreement with the known pathophysiology we find feedforward excitatory drive is reduced in HD compared to WT mice, while recurrent inhibition also shows phenotype dependency. We show that these modifications shift the HD MSN network to a sub-optimal regime where higher dimensional incoherent rapidly fluctuating activity predominates. Our results provide insight into a diverse range of experimental findings in HD, including cognitive and motor symptoms, and may suggest new avenues for treatment.
- Ask R Discovery
- Chat PDF
AI summaries and top papers from 250M+ research sources.