Interaction between ACE insertion/deletion polymorphism and type 2 diabetes mellitus in pancreatic cancer risk: Evidence from an Algerian cohort
DOI:
https://doi.org/10.2298/ABS251124035HKeywords:
pancreatic cancer, ACE polymorphism, genetic risk, type 2 diabetes, Algerian populationAbstract
Paper description:
- Specific genetic variations in the angiotensin-converting enzyme gene and type 2 diabetes (T2D) have both been independently studied for their links to pancreatic cancer, with inconsistent results across different populations.
- We conducted a genetic case-control study in Algeria, comparing 35pancreatic cancer patients to 140 healthy controls to analyze this gene-diabetes interaction.
- We discovered that the risk from gene variation was significantly elevated only in individuals with T2D, revealing a critical interaction.
- This identifies a high-risk patient subgroup for potential targeted screening and suggests that existing blood pressure drugs targeting this system warrant investigation for pancreatic cancer prevention.
Abstract: Pancreatic cancer risk was investigated in relation to the angiotensin-I-converting enzyme (ACE) insertion/deletion (I/D) polymorphism and its interaction with type 2 diabetes mellitus in an Eastern Algerian population through a hospital-based case-control study. The research involved 35 patients with confirmed pancreatic cancer and 140 matched healthy controls. Genotyping was performed to determine ACE I/D profiles, and statistical analysis was used to quantify risk associations. Type 2 diabetes mellitus was common, affecting more than half of the patients. The heterozygous ID genotype was associated with a 2.5-fold increased cancer risk, and this association was significant only among individuals with diabetes. Multivariable analysis suggested the ID genotype as an independent risk factor, with an approximately 8-fold higher risk after adjustments. This preliminary study suggests the ACE I/D polymorphism may influence pancreatic cancer risk, with type 2 diabetes acting as a critical effect modifier and identifying a potential high-risk subgroup for targeted surveillance. These exploratory findings warrant validation in larger, population-based cohorts.
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Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, Bray F.Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2021;71(3):209 49. https://doi.org/10.3322/caac.21660
Rahib L, Wehner MR, Matrisian LM, Nead KT. Estimated projection of US cancer incidence and death to 2040. JAMA Netw Open. 2021;4(4):e214708. https://doi.org/10.1001/jamanetworkopen.2021.4708
Klein AP. Pancreatic cancer epidemiology: understanding the role of lifestyle and inherited risk factors. Nat Rev Gastroenterol Hepatol. 2021;18(7):493-502. https://doi.org/10.1038/s41575-021-00466-2
McGuigan A, Kelly P, Turkington RC, Jones C, Coleman HG, McCain RS. Pancreatic cancer: a review of clinical diagnosis, epidemiology, treatment and outcomes. World J Gastroenterol. 2018;24(43):4846-61. https://doi.org/10.3748/wjg.v24.i43.4846
Andersen DK, Korc M, Petersen GM, Eibl G, Li D, Rickels MR, Chari ST, Abbruzzese JL. Diabetes, pancreatogenic diabetes, and pancreatic cancer. Diabetes. 2017;66(5):1103-10. https://doi.org/10.2337/db16-1477
Ben Q, Xu M, Ning X, Liu J, Hong S, Huang W, Zhang H, Li Z. Diabetes mellitus and risk of pancreatic cancer: a meta-analysis of cohort studies. Eur J Cancer. 2011;47(13):1928-37. https://doi.org/10.1016/j.ejca.2011.03.003
George AJ, Thomas WG, Hannan RD. The renin–angiotensin system and cancer: old dog, new tricks. Nat Rev Cancer. 2010;10(11):745-59. https://doi.org/10.1038/nrc2945
Egami K, Murohara T, Shimada T, Sasaki K, Shintani S, Sugaya T, Ishii M, Akagi T, Ikeda H, Matsuishi T, Imaizumi T. Role of host angiotensin II type 1 receptor in tumor angiogenesis and growth. J Clin Invest. 2003;112(1):67-75. https://doi.org/10.1172/JCI16645
Ager EI, Neo J, Christophi C. The renin–angiotensin system and malignancy. Carcinogenesis. 2008;29(9):1675-84. https://doi.org/10.1093/carcin/bgn171
Zhang K, Cheng D, Yi L, Shi H, Zhen G. Association between angiotensin I-converting enzyme gene polymorphism and susceptibility to cancer: a meta-analysis. Int J Clin Exp Pathol. 2014;7(9):6291-300. PMID: 25337282.
Alsafar H, Hassoun A, Almazrouei S, Kamal W, Almaini M, Odama U, and Rais N. Association of Angiotensin Converting Enzyme Insertion-Deletion Polymorphism with Hypertension in Emiratis with Type 2 Diabetes Mellitus and Its Interaction with Obesity Status. Dis Markers. 2015,;2015:536041. https://doi.org/10.1155/2015/536041
Luo S, Shi C, Wang F, Wu Z. Association between the Angiotensin-Converting Enzyme (ACE) Genetic Polymorphism and Diabetic Retinopathy—A Meta-Analysis Comprising 10,168 Subjects. International Journal of Environmental Research and Public Health. 2016;13(11):1142. https://doi.org/10.3390/ijerph13111142
Lukic S, Nikolic A, Alempijevic T, Popovic D, Sokic Milutinovic A, Ugljesic M, Knezevic S, Milicic B, Dinic D, Radojkovic D. Angiotensin-converting enzyme gene insertion/deletion polymorphism in patients with chronic pancreatitis and pancreatic cancer. Dig Surg. 2011;28(4):258-262. https://doi.org/10.1159/000328666
Rigat B, Hubert C, Alhenc-Gelas F, Cambien F, Corvol P, Soubrier F. An insertion/deletion polymorphism in the angiotensin I-converting enzyme gene accounting for half the variance of serum enzyme levels. J Clin Invest. 1990;86(4):1343-6. https://doi.org/10.1172/JCI114844
van der Knaap R, Siemes C, Coebergh JW, van Duijn CM, Hofman A, Stricker BH. Renin–angiotensin system inhibitors, angiotensin I-converting enzyme gene insertion/deletion polymorphism, and cancer: the Rotterdam study. Cancer. 2008;112(4):748-57. https://doi.org/10.1002/cncr.23215
ElSayed NA, Aleppo G, Aroda VR, Bannuru RR, Brown FM, Bruemmer D, Collins BS, Hilliard ME, Isaacs D, Johnson EL, Kahan S, Khunti K, Leon J, Lyons SK, Perry ML, Prahalad P, Pratley RE, Seley JJ, Stanton RC, Gabbay RA, on behalf of the American Diabetes Association. 2. Classification and diagnosis of diabetes: standards of care in diabetes-2023. Diabetes Care. 2023;46(Suppl 1):S19-40. https://doi.org/10.2337/dc23-S002
World Health Organization. Obesity: preventing and managing the global epidemic. Geneva: World Health Organization; 2000. (WHO Technical Report Series, No. 894).
Miller SA, Dykes DD, Polesky HF. A simple salting-out procedure for extracting DNA from human nucleated cells. Nucleic Acids Res. 1988;16(3):1215. https://doi.org/10.1093/nar/16.3.1215
Aggarwal G, Kamada P, Chari ST. Prevalence of diabetes mellitus in pancreatic cancer compared to common cancers. Pancreas. 2013;42(2):198-201. https://doi.org/10.1097/MPA.0b013e3182592c96
Hamiouda I, Djoudi B, Laouar R, Ziada H, Khenchoul Y, Sifi K, Abadi N, Satta D. Exploring the link between pancreatic cancer and key risk factors: insights from a decade-long study in Eastern Algeria. Ann Pancreat Cancer. 2025;8:9. https://doi.org/10.21037/apc-24-33
Belhadj M, Malek R, Baghous H, Boukheloua M, Arbouche Z, Nouri N, Amani M E A, Sersoub F, Haireche M A. Perspectives of type 2 diabetesmellitus management in Algeria: acomprehensive expert review. Front Clin Diabetes Healthc. 2025;6:1495849. https://doi.org/10.3389/fcdhc.2025.1495849
Fearon K, Strasser F, Anker SD, Bosaeus I, Bruera E, Fainsinger RL, Jatoi A, Loprinzi C, MacDonald N, Mantovani G, Davis M, Muscaritoli M, Ottery F, Radbruch L, Ravasco P, Walsh D, Wilcock A, Kaasa S, Baracos VE. Definition and classification of cancer cachexia: an international consensus. Lancet Oncol. 2011;12(5):489-95. https://doi.org/10.1016/S1470-2045(10)70218-7
Porporato PE. Understanding cachexia as a cancer metabolism syndrome. Oncogenesis. 2016;5(2):e200. https://doi.org/10.1038/oncsis.2016.3
Arslan AA, Helzlsouer KJ, Kooperberg C, Shu XO, Steplowski E, Bueno-de-Mesquita HB, Fuchs CS, Gross MD, Jacobs EJ, Lacroix AZ, Petersen GM, Stolzenberg-Solomon RZ, Zheng W, Albanes D, Amundadottir L, Bamlet WR, Barricarte A, Bingham SA, Boeing H, Boutron-Ruault MC, Buring JE, Chanock SJ, Clipp S, Gaziano JM, Giovannucci EL, Hankinson SE, Hartge P, Hoover RN, Hunter DJ, Hutchinson A, Jacobs KB, Kraft P, Lynch SM, Manjer J, Manson JE, McTiernan A, McWilliams RR, Mendelsohn JB, Michaud DS, Palli D, Rohan TE, Slimani N, Thomas G, Tjønneland A, Tobias GS, Trichopoulos D, Virtamo J, Wolpin BM, Yu K, Zeleniuch-Jacquotte A, Patel AV; Pancreatic Cancer Cohort Consortium (PanScan). . Anthropometric measures, body mass index, and pancreatic cancer: a pooled analysis from the Pancreatic Cancer Cohort Consortium (PanScan). Arch Intern Med. 2010;170(9):791-802. https://doi.org/10.1001/archinternmed.2010.63
Lynch SM, Vrieling A, Lubin JH, Kraft P, Mendelsohn JB, Hartge P, Canzian F, Steplowski E, Arslan AA, Gross M, Helzlsouer K, Jacobs EJ, LaCroix A, Petersen G, Zheng W, Albanes D, Amundadottir L, Bingham SA, Boffetta P, Boutron-Ruault MC, Chanock SJ, Clipp S, Hoover RN, Jacobs K, Johnson KC, Kooperberg C, Luo J, Messina C, Palli D, Patel AV, Riboli E, Shu XO, Rodriguez Suarez L, Thomas G, Tjønneland A, Tobias GS, Tong E, Trichopoulos D, Virtamo J, Ye W, Yu K, Zeleniuch-Jacquette A, Bueno-de-Mesquita HB, Stolzenberg-Solomon RZ.Cigarette smoking and pancreatic cancer: a pooled analysis from the Pancreatic Cancer Cohort Consortium. Am J Epidemiol. 2009;170(4):403-13. https://doi.org/10.1093/aje/kwp134
Carreras-Torres R, Johansson M, Gaborieau V, Haycock PC, Wade KH, Relton CL, Martin RM, Davey Smith G, Brennan P. The role of obesity, type 2 diabetes, and metabolic factors in pancreatic cancer: a Mendelian randomization study. J Natl Cancer Inst. 2017;109(9):djx012. https://doi.org/10.1093/jnci/djx012
Gan L, Liu X, Wu Z, Huang M, Zhang X, Guo W. Angiotensin-converting enzyme insertion/deletion polymorphism and gastric cancer: a systematic review and meta-analysis. Int J Clin Exp Med. 2015;8(4):5788-93.
Tiret L, Rigat B, Visvikis S, Breda C, Corvol P, Cambien F, Soubrier F. Evidence, from combined segregation and linkage analysis, that a variant of the angiotensin I-converting enzyme (ACE) gene controls plasma ACE levels. Am J Hum Genet. 1992;51(1):197-205.
Susilo H, Pikir BS, Thaha M, Alsagaff MY, Suryantoro SD, Wungu CDK, Wafa IA, Pakpahan C, Oceandy D. The effect of angiotensin converting enzyme (ACE) I/D polymorphism on atherosclerotic cardiovascular disease and cardiovascular mortality risk in non-hemodialyzed chronic kidney disease: the mediating role of plasma ACE level. Genes (Basel). 2022;13(7):1121. https://doi.org/10.3390/genes13071121
Ortiz RM, Satou R, Zhuo JL, Nishiyama A. The renin–angiotensin–aldosterone system in metabolic diseases and other pathologies. Int J Mol Sci. 2023;24(8):7413. https://doi.org/10.3390/ijms24087413
Provenzano PP, Cuevas C, Chang AE, Goel VK, Von Hoff DD, Hingorani SR. Enzymatic targeting of the stroma ablates physical barriers to treatment of pancreatic ductal adenocarcinoma. Cancer Cell. 2012;21(3):418-29. https://doi.org/10.1016/j.ccr.2012.01.007
Apte MV, Wilson JS, Lugea A, Pandol SJ. A starring role for stellate cells in the pancreatic cancer microenvironment. Gastroenterology. 2013;144(6):1210-9. https://doi.org/10.1053/j.gastro.2012.11.037
Rahimi R, Hashemi Rafsanjani SMR, Heidari-Soureshjani S, Sherwin CMT, Kasiri K. The association between use of renin-angiotensin-aldosterone system inhibitors and the risk and mortality of pancreatic cancer: a systematic review and meta-analysis. Curr Rev Clin Exp Pharmacol. 2025;20(1):60-71. https://doi.org/10.2174/0127724328291047240409062436
Abe S, Nakai Y, Arita J, Ichida A, Kawaguchi Y, Akamatsu N, Kaneko J, Ijichi H, Koike K, Fujishiro M, Hasegawa K. The effect of renin-angiotensin system inhibitors in patients undergoing pancreatic cancer resection. Pancreas. 2024;53(3):e233-e239. https://doi.org/10.1097/MPA.0000000000002291
Neamatzadeh H, Kargar S, Zare-Shehneh M. Hardy–Weinberg equilibrium in meta-analysis studies and large-scale genomic sequencing era. Asian Pac J Cancer Prev. 2024;25(1):1-8. https://doi.org/10.31557/APJCP.2024.25.1.1
Tran DC, Do MD, Le LHG, Thai TT, Hoang SV, Truong BQ. Predictive value of ACE I/D genetic polymorphism for 12-month all-cause mortality in patients with acute myocardial infarction. Medicine (Baltimore). 2023;102(35): e34976. https://doi.org/10.1097/MD.0000000000034976
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Copyright (c) 2025 Imene Hamiouda, Rania Laouar, Choubeila Salhi, Youcef Khenchoul, Karima Sifi, Dalila Satta

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