Abstract
Background
Prostate cancer (PCa) is one of the leading causes of death in Western countries. Environmental and genetic factors play a pivotal role in PCa etiology. Timely identification of the genetic causes is useful for an early diagnosis. Parkinson’s disease (PD) is the most frequent neurodegenerative movement disorder; it is associated with the presence of Lewy bodies and genetic factors are involved in its pathogenesis. Several studies have indicated that the expression of target genes in patients with PD is inversely related to cancer development; this phenomenon has been named “inverse comorbidity”. The present study was undertaken to evaluate whether a genetic dysregulation occurs in opposite directions in patients with PD or PCa.
Methods and results
In the present study, next-generation sequencing transcriptome analysis was used to assess whether a genetic dysregulation in opposite directions occurs in patients with PD or PCa. The genes SLC30A1, ADO, SRGAP2C, and TBC1D12 resulted up-regulated in patients with PD compared to healthy donors as controls and down-regulated in patients with PCa compared with the same control group.
Conclusions
These results support the hypothesis of the presence of inverse comorbidity between PD and PCa.
References
Ferlay J, Steliarova-Foucher E, Lortet-Tieulent J, Rosso S, Coebergh JW, Comber H, Forman D, Bray F (2013) Cancer incidence and mortality patterns in Europe: estimates for 40 countries in 2012. Eur J Cancer 49(6):1374–1403
Siegel R, Naishadham D, Jemal A (2013) Cancer statistics, 2013. CA Cancer J Clin 63(1):11–30
Kingsley LA, Fournier PG, Chirgwin JM, Guise TA (2007) Molecular biology of bone metastasis. Mol Cancer Ther 6(10):2609–2617
Tantivejkul K, Kalikin LM, Pienta KJ (2004) Dynamic process of prostate cancer metastasis to bone. J Cell Biochem 91(4):706–717
Hadaschik BA, Gleave ME (2007) Therapeutic options for hormone-refractory prostate cancer in. Urol Oncol 25(5):413–419
Zhang H, Qi C, Wang A, Yao B, Li L, Wang Y et al (2013) Prognostication of prostate cancer based on NUCB2 protein assessment: NUCB2 in prostate cancer. J Exp Clin Cancer Res 32:77
Lang AE, Lozano AM (1998) Parkinson’s disease first part. N Engl J Med 339:1044–1053
Lang AE, Lozano AM (1998) Parkinson’s disease second part. N Engl J Med 339:1130–1143
Jellinger KA (2012) Neuropathology of sporadic Parkinson’s disease: evaluation and changes of concepts. Mov Disord 27:8–30
Tabare´s-Seisdedos R, Dumont N, Baudot A, Valderas JM, Climent J et al (2011) No paradox, no progress: inverse cancer comorbidity in people with other complex diseases. Lancet Oncol 12:604–608
Tabare´s-Seisdedos R, Rubensteinm JL (2013) Inverse cancer comorbidity: a serendipitous opportunity to gain insight into CNS disorders. Nat Rev Neurosci 14:293–304
Devine MJ, Plun-Favreau H, Wood NW (2011) Parkinson’s disease and cancer: two wars, one front. Nat Rev Cancer 11:812–823
West AB, Dawson VL, Dawson TM (2005) To die or grow: Parkinson’s disease and cancer. Trends Neurosci 28:348–352
Liu QX, Zheng H, Deng XF, Zhou D, Dai JG (2015) Status of the Parkinson’s disease gene family expression in non-small-cell lung cancer. World J Surg Oncol 13
Liu L, Zuo Z, Lu S, Wang L, Liu A, Liu X (2018) Silencing of PINK1 represses cell growth, migration and induces apoptosis of lung cancer cells. Biomed Pharmacother 106:333
Jin Y, Murata H, Sakaguchi M et al (2012) Partial sensitization of human bladder cancer cells to a gene-therapeutic adenovirus carrying REIC/Dkk-3 by downregulation of BRPK/PINK1. Oncol Rep 27:695
Wong KHK, Tessier SN, Miyamoto DT, Miller KL, Bookstaver LD, Carey TR, Stannard CJ, Thapar V, Tai EC, Vo KD et al (2017) Whole blood stabilization for the microfluidic isolation and molecular characterization of circulating tumor cells. Nat Commun 23:1733
Postuma RB, Berg D, Stern M et al (2015) MDS clinical diagnostic criteria for Parkinson’s disease. Mov Disord 30:159–1601
Epstein JI, Allsbrook WC Jr, Amin MB, Egevad LL (2005) ISUP Grading Committee. The 2005 International Society of Urological Pathology (ISUP) Consensus Conference on Gleason Grading of Prostatic Carcinoma. Am J Surg Pathol 1:228–242
Salemi M, Marchese G, Cordella A, Cannarella R, Barone C, Salluzzo MG, Calogero AE, Romano C (2020) Long non-coding RNA GAS5 expression in patients with Down syndrome. Int J Med Sci 23:1315–1319
Love MI, Huber W, Anders S (2014) Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol 15:550
Anders S, Pyl PT, Huber W (2015) HTSeq--a Python framework to work with high-throughput sequencing data. Bioinformatics 31:166–169
Pomaznoy M, Ha B, Peters B (2018) GO net: a tool for interactive Gene Ontology analysis. BMC Bioinformatics 7:470
Palmiter RD, Findley SD (1995) Cloning and functional characterization of a mammalian zinc transporter that confers resistance to zinc. EMBO J 14:639–649
Singh CK, Malas KM, Tydrick C, Siddiqui IA, Iczkowski KA, Ahmad N (2016) Analysis of zinc-exporters expression in prostate. Cancer Sci Rep 11:36772
Adlard PA, Parncutt JM, Finkelstein DI, Bush AI (2010) Cognitive loss in zinc transporter-3 knock-out mice: a phenocopy for the synaptic and memory deficits of Alzheimer’s disease? J Neurosci 30:1631–1636
Dominy JE, Simmons CR, Hirschberger LL, Hwang J, Coloso RM, Stipanuk MH (2007) lkDiscovery and characterization of a second mammalian thiol dioxygenase, cysteamine dioxygenase. J Biol Chem 282:25189
Sarkar B, Kulharia M, Mantha AK (2017) Understanding human thiol dioxygenase enzymes: structure to function, and biology to pathology. Int J Exp Pathol (2017) 98: 52–66
Guerrier S, Coutinho-Budd J, Sassa T, Gresset A, Jordan NV, Chen K, Jin WL, Frost A, Polleux F (2009) The F-BAR domain of srGAP2 induces membrane protrusions required for neuronal migration and morphogenesis. Cell 138:990–1004
Guo S, Bao S (2010) srGAP2 arginine methylation regulates cell migration and cell spreading through promoting dimerization. J Biol Chem 285:35133–35141
Oguchi ME, Noguchi K, Fukuda M (2017) TBC1D12 is a novel Rab11-binding protein that modulates neurite outgrowth of PC12 cells. PLoS One 6(4):12 e0174883.
Catalá-López F, Suárez-Pinilla M, Suárez-Pinilla P, Valderas JM, Gómez- Beneyto M, Martinez S, Balanzá-Martínez V, Climent J, Valencia A, McGrath J et al (2014) Inverse and direct cancer comorbidity in people with central nervous system disorders: a meta-analysis of cancer incidence in 577,013 participants of 50 observational studies. Psychother Psychosom 83(2):89–105
Forés-Martos J, Boullosa C, Rodrigo-Domínguez D, Sánchez-Valle J, Suay-García B, Climent J, Falcó A, Valencia A, Puig-Butillé JA, Puig S, Tabarés-Seisdedos R (2021) Transcriptomic and genetic associations between Alzheimer’s disease, Parkinson’s disease, and cancer. Cancers (Basel) 13(12):2990. https://doi.org/10.3390/cancers13122990
Mogavero MP, Silvani A, DelRosso LM, Salemi M, Ferri R (2021) Focus on the complex interconnection between cancer, narcolepsy and other neurodegenerative diseases: a possible case of orexin-dependent inverse comorbidity. Cancers (Basel) 13(11):2612. https://doi.org/10.3390/cancers13112612
Funding
This study was supported by The Italian “5 × 1000” funding.
Author information
Authors and Affiliations
Contributions
MS, PP, SV, RC, AEC, GM, MR, FG, LP and RF planned the study. MS, SV, GM, MR, performed experiments and analysed data. All authors edited the manuscript.
Corresponding author
Ethics declarations
Conflict of interest
The authors Pietro Pepe, Simona Vatrano, Rossella Cannarella, Aldo E. Calogero, Giovanna Marchese, Maria Ravo, Filippo Fraggetta, Ludovica Pepe, Michele Pennisi, Corrado Romano, Raffaele Ferri and Michele Salemi confirm that they have no conflict of interest.
Ethical approval
All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. The Ethics Committee of the Oasi Research Institute–IRCCS, Troina (Italy) approved the protocol on June 03, 2017 (2017/05/31/CE-IRCCS-OASI/9).
Informed consent
All the study participants, or their legal guardians, signed an informed consent to publish.
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Pepe, P., Vatrano, S., Cannarella, R. et al. A study of gene expression by RNA-seq in patients with prostate cancer and in patients with Parkinson disease: an example of inverse comorbidity. Mol Biol Rep 48, 7627–7631 (2021). https://doi.org/10.1007/s11033-021-06723-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11033-021-06723-0