Pan-cancer characterization of CHP1 identifies its role in tumor progression and immune microenvironment remodeling
Introduction: Calcineurin B homologous protein 1 (CHP1), a crucial cofactor of the sodium–hydrogen exchanger 1 (NHE1), plays a pivotal role in triglyceride synthesis and storage within the endoplasmic reticulum. Increasing evidence suggests that CHP1 participates in biological processes central to tumorigenesis.
Objective: This study aims to systematically investigate the expression profile of CHP1 across multiple human cancers through a pan-cancer analysis and evaluate its associations with clinical outcomes and immune cell infiltration through integrated bioinformatics approaches.
Methods: Expression and clinical data from 33 cancer types were obtained from The Cancer Genome Atlas and Genotype-Tissue Expression (GTEx) databases. Analyses of CHP1 expression levels, tissue distribution, stage-specific variation, prognostic value, diagnostic performance, gene alterations, immune infiltration, protein–protein interactions, and enrichment pathways were performed using the Human Protein Atlas, Gene Expression Profiling Interactive Analysis 2, Tumor Immune Estimation Resource 2, and Search Tool for the Retrieval of Interacting Genes/Proteins platforms.
Results: CHP1 expression was significantly downregulated in 11 tumor types compared with corresponding adjacent normal tissues. Higher CHP1 expression was associated with a favorable prognosis in several cancer types and demonstrated high diagnostic accuracy.
Conclusion: CHP1 is frequently downregulated across multiple cancers and is closely linked to patient survival, supporting its potential as a prognostic biomarker. Its significant association with immune infiltration suggests a potential role in modulating the tumor immune microenvironment, highlighting CHP1 as a promising therapeutic target in pan-cancer settings.
- Sobin L, Barcus M, Branton PA, et al. Histologic and Quality Assessment of Genotype-Tissue Expression (GTEx) Research Samples: A Large Postmortem Tissue Collection. Arch Pathol Lab Med. 2025;149(3):217-232. doi: 10.5858/arpa.2023-0467-OA
- Campanharo CV, Dos Santos Silveira LV, Meira DD, et al. Pan-cancer and multiomics: advanced strategies for diagnosis, prognosis, and therapy in the complex genetic and molecular universe of cancer. Clin Transl Oncol. 2024;27(7):2936-2954. doi: 10.1007/s12094-024-03819-4
- El-Tanani M, Rabbani SA, Babiker R, et al. Unraveling the tumor microenvironment: Insights into cancer metastasis and therapeutic strategies. Cancer Lett. 2024;591:216894. doi: 10.1016/j.canlet.2024.216894
- Lin X, Barber DL. A calcineurin homologous protein inhibits GTPase-stimulated Na-H exchange. Proc Natl Acad Sci USA. 1996;93(22):12631-12636. doi: 10.1073/pnas.93.22.12631
- Dong Y, Gao Y, Ilie A, et al. Structure and mechanism of the human NHE1-CHP1 complex. Nat Commun. 2021;12(1):3474. doi: 10.1038/s41467-021-23496-z
- Dong Y, Li H, Ilie A, et al. Structural basis of autoinhibition of the human NHE3-CHP1 complex. Sci Adv. 2022;8(21):eabn3925. doi: 10.1126/sciadv.abn3925
- Kim BS, Lee K, Jung HJ, Bhattarai D, Kwon HJ. HIF-1α suppressing small molecule, LW6, inhibits cancer cell growth by binding to calcineurin b homologous protein 1. Biochem Biophys Res Commun. 2015;458(1):14-20. doi: 10.1016/j.bbrc.2015.01.031
- Ermak G, Morgan TE, Davies KJ. Chronic overexpression of the calcineurin inhibitory gene DSCR1 (Adapt78) is associated with Alzheimer’s disease. J Biol Chem. 2001;276(42):38787-38794. doi: 10.1074/jbc.M102829200
- Zhu XG, Puthenveedu SN, Shen Y, et al. CHP1 Regulates Compartmentalized Glycerolipid Synthesis by Activating GPAT4. Mol Cell. 2019;74(1):45-58.e7. doi: 10.1016/j.molcel.2019.01.037
- Di Sole F, Vadnagara K, Moe OW, Babich V. Calcineurin homologous protein: a multifunctional Ca2+-binding protein family. Am J Physiol Renal Physiol. 2012;303(2):F165-F179. doi: 10.1152/ajprenal.00628.2011
- Xi D, Wang J, Yang Y, Ji F, Li C, Yan X. A novel natural killer-related signature to effectively predict prognosis in hepatocellular carcinoma. BMC Med Genomics. 2023;16(1):211. doi: 10.1186/s12920-023-01638-0
- Wu Y, Zhu RT, Chen JR, et al. Targeting Sodium Transport Reveals CHP1 Downregulation as a Novel Molecular Feature of Malignant Progression in Clear Cell Renal Cell Carcinoma: Insights from Integrated Multi-Omics Analyses. Biomolecules. 2025;15(7):1019. doi: 10.3390/biom15071019
- Liu J, Lichtenberg T, Hoadley KA, et al. An Integrated TCGA Pan-Cancer Clinical Data Resource to Drive High-Quality Survival Outcome Analytics. Cell. 2018;173(2):400-416.e11. doi: 10.1016/j.cell.2018.02.052
- Uhlen M, Fagerberg L, Hallstrom BM, et al. Tissue-based map of the human proteome. Science. 2015;347(6220):1260419. doi: 10.1126/science.1260419
- Sjostedt E, Zhong W, Fagerberg L, et al. An atlas of the protein-coding genes in the human, pig, and mouse brain. Science. 2020;367(6482):eaay5947. doi: 10.1126/science.aay5947
- Tang Z, Li C, Kang B, Gao G, Li C, Zhang Z. GEPIA: a web server for cancer and normal gene expression profiling and interactive analyses. Nucleic Acids Res. 2017;45(W1):W98-W102. doi: 10.1093/nar/gkx247
- Lanczky A, Gyorffy B. Web-Based Survival Analysis Tool Tailored for Medical Research (KMplot): Development and Implementation. J Med Internet Res. 2021;23(7):e27633. doi: 10.2196/27633
- Gao J, Aksoy BA, Dogrusoz U, et al. Integrative analysis of complex cancer genomics and clinical profiles using the cBioPortal. Sci Signal. 2013;6(269):pl1. doi: 10.1126/scisignal.2004088
- Thorsson V, Gibbs DL, Brown SD, et al. The Immune Landscape of Cancer. Immunity. 2018;48(4):812-830.e14. doi: 10.1016/j.immuni.2018.03.023
- Bonneville R, Krook MA, Kautto EA, et al. Landscape of Microsatellite Instability Across 39 Cancer Types. JCO Precis Oncol. 2017;(1):1-15. doi: 10.1200/po.17.00073
- Li T, Fu J, Zeng Z, et al. TIMER2.0 for analysis of tumor-infiltrating immune cells. Nucleic Acids Res. 2020;48(W1):W509-W514. doi: 10.1093/nar/gkaa407
- He Y, Jiang Z, Chen C, Wang X. Classification of triple-negative breast cancers based on Immunogenomic profiling. J Exp Clin Cancer Res. 2018;37(1):327. doi: 10.1186/s13046-018-1002-1
- Banta KL, Xu X, Chitre AS, et al. Mechanistic convergence of the TIGIT and PD-1 inhibitory pathways necessitates co-blockade to optimize anti-tumor CD8(+) T cell responses. Immunity. 2022;55(3):512-526.e9. doi: 10.1016/j.immuni.2022.02.005
- Szklarczyk D, Gable AL, Nastou KC, et al. The STRING database in 2021: customizable protein-protein networks, and functional characterization of user-uploaded gene/measurement sets. Nucleic Acids Res. 2021;49(D1):D605-D612. doi: 10.1093/nar/gkaa1074
- Kanehisa M, Furumichi M, Sato Y, Kawashima M, Ishiguro- Watanabe M. KEGG for taxonomy-based analysis of pathways and genomes. Nucleic Acids Res. 2023;51(D1):D587-D592. doi: 10.1093/nar/gkac963
- Ashburner M, Ball CA, Blake JA, et al. Gene ontology: tool for the unification of biology. The Gene Ontology Consortium. Nat Genet. 2000;25(1):25-29. doi: 10.1038/75556
- Kanehisa M, Goto S. KEGG: Kyoto encyclopedia of genes and genomes. Nucleic Acids Res. 2000;28(1):27-30. doi: 10.1093/nar/28.1.27
- Jassal B, Matthews L, Viteri G, et al. The reactome pathway knowledgebase. Nucleic Acids Res. 2020;48(D1):D498-D503. doi: 10.1093/nar/gkz1031
- Subramanian A, Tamayo P, Mootha VK, et al. Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci USA. 2005;102(43):15545-15550. doi: 10.1073/pnas.0506580102
- Timm S, Titus B, Bernd K, Barroso M. The EF-hand Ca(2+)-binding protein p22 associates with microtubules in an N-myristoylation-dependent manner. Mol Biol Cell. 1999;10(10):3473-3488. doi: 10.1091/mbc.10.10.3473
- Andrade J, Pearce ST, Zhao H, Barroso M. Interactions among p22, glyceraldehyde-3-phosphate dehydrogenase and microtubules. Biochem J. 2004;384(2):327-336. doi: 10.1042/BJ20040622
- Zhang X, Kumstel S, Jiang K, et al. LW6 enhances chemosensitivity to gemcitabine and inhibits autophagic flux in pancreatic cancer. J Adv Res. 2019;20:9-21. doi: 10.1016/j.jare.2019.04.006
- Lin X, Sikkink RA, Rusnak F, Barber DL. Inhibition of calcineurin phosphatase activity by a calcineurin B homologous protein. J Biol Chem. 1999;274(51):36125- 36131. doi: 10.1074/jbc.274.51.36125
- Jimenez-Vidal M, Srivastava J, Putney LK, Barber DL. Nuclear-localized calcineurin homologous protein CHP1 interacts with upstream binding factor and inhibits ribosomal RNA synthesis. J Biol Chem. 2010;285(47):36260- 36266. doi: 10.1074/jbc.M110.165555
- Nakamura N, Miyake Y, Matsushita M, Tanaka S, Inoue H, Kanazawa H. KIF1Bbeta2, capable of interacting with CHP, is localized to synaptic vesicles. J Biochem. 2002;132(3):483- 491. doi: 10.1093/oxfordjournals.jbchem.a003246
- Matsushita M, Tanaka S, Nakamura N, Inoue H, Kanazawa H. A novel kinesin-like protein, KIF1Bbeta3 is involved in the movement of lysosomes to the cell periphery in non-neuronal cells. Traffic. 2004;5(3):140-151. doi: 10.1111/j.1600-0854.2003.00165.x
- Yang SZ, Wang JT, Yu WW, et al. Downregulation of KIF1B mRNA in hepatocellular carcinoma tissues correlates with poor prognosis. World J Gastroenterol. 2015;21(27):8418- 8424. doi: 10.3748/wjg.v21.i27.8418
- Xue X, Jaulin F, Espenel C, Kreitzer G. PH-domain-dependent selective transport of p75 by kinesin-3 family motors in non-polarized MDCK cells. J Cell Sci. 2010;123(10):1732-1741. doi: 10.1242/jcs.056366
- Hanahan D. Hallmarks of Cancer: New Dimensions. Cancer Discov. 2022;12(1):31-46. doi: 10.1158/2159-8290.CD-21-1059
- Lenoir WF, Morgado M, DeWeirdt PC, et al. Discovery of putative tumor suppressors from CRISPR screens reveals rewired lipid metabolism in acute myeloid leukemia cells. Nat Commun. 2021;12(1):6506. doi: 10.1038/s41467-021-26867-8
- Chen YQ, Kuo MS, Li S, et al. AGPAT6 is a novel microsomal glycerol-3-phosphate acyltransferase. J Biol Chem. 2008;283(15):10048-10057. doi: 10.1074/jbc.M708151200
- Matsumoto M, Miyake Y, Nagita M, et al. A serine/threonine kinase which causes apoptosis-like cell death interacts with a calcineurin B-like protein capable of binding Na(+)/H(+) exchanger. J Biochem. 2001;130(2):217-225. doi: 10.1093/oxfordjournals.jbchem.a002975
- Nagita M, Inoue H, Nakamura N, Kanazawa H. Two nuclear export signals specify the cytoplasmic localization of calcineurin B homologous protein 1. J Biochem. 2003;134(6):919-925. doi: 10.1093/jb/mvg223
- Kuwahara H, Kamei J, Nakamura N, Matsumoto M, Inoue H, Kanazawa H. The apoptosis-inducing protein kinase DRAK2 is inhibited in a calcium-dependent manner by the calcium-binding protein CHP. J Biochem. 2003;134(2):245- 250. doi: 10.1093/jb/mvg137
- Kuwahara H, Nakamura N, Kanazawa H. Nuclear localization of the serine/threonine kinase DRAK2 is involved in UV-induced apoptosis. Biol Pharm Bull. 2006;29(2):225-233. doi: 10.1248/bpb.29.225
- Mao J, Qiao X, Luo H, Wu J. Transgenic drak2 overexpression in mice leads to increased T cell apoptosis and compromised memory T cell development. J Biol Chem. 2006;281(18):12587-12595. doi: 10.1074/jbc.M600497200
- Weist BM, Hernandez JB, Walsh CM. Loss of DRAK2 signaling enhances allogeneic transplant survival by limiting effector and memory T cell responses. Am J Transplant. 2012;12(8):2220-2227. doi: 10.1111/j.1600-6143.2012.04056.x
- Yang KM, Kim W, Bae E, et al. DRAK2 participates in a negative feedback loop to control TGF-beta/Smads signaling by binding to type I TGF-beta receptor. Cell Rep. 2012;2(5):1286-1299. doi: 10.1016/j.celrep.2012.09.028
- Mendoza-Ferreira N, Coutelier M, Janzen E, et al. Biallelic CHP1 mutation causes human autosomal recessive ataxia by impairing NHE1 function. Neurol Genet. 2018;4(1):e209. doi: 10.1212/NXG.0000000000000209
50. Janzen E, Mendoza-Ferreira N, Hosseinibarkooie S, et al. CHP1 reduction ameliorates spinal muscular atrophy pathology by restoring calcineurin activity and endocytosis. Brain. 2018;141(8):2343-2361. doi: 10.1093/brain/awy167
