Journal of Shandong University (Health Sciences) ›› 2026, Vol. 64 ›› Issue (5): 67-73.doi: 10.6040/j.issn.1671-7554.0.2025.1405

• Clinical Medicine • Previous Articles     Next Articles

Causality between serum cholesterol concentration and neurogenic bladder risk

YANG Yufan1,2, LI Yue1,2, XIE Hao1,2, LIN Chunhua1,2   

  1. 1. Qingdao Medical College of Qingdao University, Qingdao 266021, Shandong, China;
    2. Department of Urology, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai 264001, Shandong, China
  • Online:2026-05-13 Published:2026-05-13

Abstract: Objective To evaluate the potential causal association between serum cholesterol levels and the risk of neurogenic bladder(NB)using a Mendelian randomization(MR)approach. Methods Summary statistics from publicly available genome-wide association studies were used to identify genetic variants significantly associated with serum cholesterol levels as instrumental variables. Multiple MR methods, including inverse variance weighting, MR-Egger regression, and weighted median, were applied. Analyses were conducted separately in European and East Asian populations to assess the consistency of the findings across different ancestral backgrounds. Results MR analysis in the European population demonstrated a negative association between genetically predicted serum cholesterol levels and NB risk(IVW:OR=0.776, 95%CI: 0.656-0.917, P=0.003). Sensitivity analyses revealed no substantial evidence of horizontal pleiotropy or heterogeneity. The effect direction in the East Asian population was consistent with that in the European population, although not statistically significant. Multivariable MR analysis showed that the negative association between cholesterol and NB remained statistically significant after adjusting for body mass index, physical activity, and type 2 diabetes(OR=0.890, 95%CI: 0.835-0.947, P=0.041). Conclusion Genetically predicted higher cholesterol levels have a protective effect against NB. Cholesterol metabolism pathways may play an important role in the pathophysiology of NB.

Key words: Neurogenic bladder, Cholesterol, Two-sample Mendelian randomization, Multivariable Mendelian randomization, Genome-wide association study, Instrumental variables

CLC Number: 

  • R694.5
[1] Panicker JN. Neurogenic bladder: epidemiology, diagnosis, and management[J]. Semin Neurol, 2020, 40(5): 569-579.
[2] Perez NE, Godbole NP, Amin K, et al. Neurogenic bladder physiology, pathogenesis, and management after spinal cord injury[J]. J Pers Med, 2022, 12(6): 968. doi:10.3390/jpm12060968
[3] Xiao YH, He YZ, Zhong D, et al. Effect of engineered cyanobacterial capsules on a neurogenic bladder after spinal cord injury[J]. ACS Nano, 2025, 19(12): 11841-11860.
[4] Al Taweel W, Seyam R. Neurogenic bladder in spinal cord injury patients[J]. Res Rep Urol, 2015, 7: 85-99. doi:10.2147/RRU.S29644
[5] Agostini M, Melino G, Habeb B, et al. Targeting lipid metabolism in cancer: neuroblastoma[J]. Cancer Metastasis Rev, 2022, 41(2): 255-260.
[6] Alzahrani FA, El-Magd MA, Abdelfattah-Hassan A, et al. Potential effect of exosomes derived from cancer stem cells and MSCs on progression of DEN-induced HCC in rats[J]. Stem Cells Int, 2018, 2018: 8058979. doi:10.1155/2018/8058979
[7] Tiwari V, Simons M. Lipid metabolism and neuroinflammation: what is the link?[J]. J Exp Med, 2025, 222(9): e20241232. doi:10.1084/jem.20241232
[8] Rao SR, Snaith AE, Marino D, et al. Tumour-derived alkaline phosphatase regulates tumour growth, epithelial plasticity and disease-free survival in metastatic prostate cancer[J]. Br J Cancer, 2017, 116(2): 227-236.
[9] Lovegrove CE, Howles SA, Furniss D, et al. Causal inference in health and disease: a review of the principles and applications of Mendelian randomization[J]. J Bone Miner Res, 2024, 39(11): 1539-1552.
[10] Cui YY, Zhang YH, Zeng L, et al. Machine learning and Mendelian randomization identify key lifestyle factors in coronary heart disease: a NHANES-based study[J]. Int J Cardiol Cardiovasc Risk Prev, 2025, 27: 200536. doi:10.1016/j.ijcrp.2025.200536
[11] Zhou L, Gao HY, Zhang JB, et al. Metabolic syndrome and cancer risk: a two-sample Mendelian randomization study of European ancestry[J]. Int J Surg, 2025, 111(1): 311-321.
[12] Yu T, Xia J, Yin H, et al. Enhancing the robustness of Mendelian randomization studies: lessons from a two-sample analysis of viral infections and colorectal cancer[J]. Infect Agent Cancer, 2024, 19(1): 60. doi:10.1186/s13027-024-00626-y
[13] Karabay(·overI), Yılmaz B, Atar MÖ, et al. Does autonomic nervous system dysfunction impact on ureteric jet Doppler waveform formation in patients with neurogenic bladder related to spinal cord injury?[J]. J Spinal Cord Med, 2025: 1-9. doi:10.1080/10790268.2025.2563954
[14] Xu SY, He Y, Zou Y, et al. Schwann cell synthesized cholesterol orchestrates peripheral nerve regeneration via structural and IGF1-dependent signaling mechanisms[J]. Adv Sci, 2026: e20323. doi:10.1002/advs.202520323
[15] Adebayo M, Singh S, Singh AP, et al. Mitochondrial fusion and fission: the fine-tune balance for cellular homeostasis[J]. FASEB J, 2021, 35(6): e21620. doi:10.1096/fj.202100067R
[16] Stefanski KM, Wilkinson MC, Sanders CR. Roles for PMP22 in Schwann cell cholesterol homeostasis in health and disease[J]. Biochem Soc Trans, 2024, 52(4): 1747-1756.
[17] Wu H, Mi Y, Zheng C, et al. Metabolic reprogramming of glial cells: fatty acid pathways as regulators of remye-lination in multiple sclerosis[J]. Neurobiol Dis, 2025, 217: 107179. doi:10.1016/j.nbd.2025.107179
[18] Blanchard JW, Akay LA, Davila-Velderrain J, et al. APOE4 impairs myelination via cholesterol dysregulation in oligodendrocytes[J]. Nature, 2022, 611(7937): 769-779.
[19] Roselló-Busquets C, de la Oliva N, Martínez-Mármol R, et al. Cholesterol depletion regulates axonal growth and enhances central and peripheral nerve regeneration[J]. Front Cell Neurosci, 2019, 13: 40. doi:10.3389/fncel.2019.00040
[20] Davey Smith G, Hemani G. Mendelian randomization: genetic anchors for causal inference in epidemiological studies[J]. Hum Mol Genet, 2014, 23(R1): R89-R98.
[21] Nabieh KA, Helmy TE, Abou El-Reash YG, et al. Relation between blood levels of heavy metals and some markers of oxidative stress among boys with neuropathic bladder and posterior urethral valve[J]. J Trace Elem Med Biol, 2023, 76: 127123. doi:10.1016/j.jtemb.2022.127123
[22] Kaartinen L, Jääskeläinen T, Sliz E, et al. Role of oxysterol 4β-hydroxycholesterol and liver X receptor alleles in pre-eclampsia[J]. Ann Med, 2025, 57(1): 2495763.
[23] Töröcsik D, Szanto A, Nagy L. Oxysterol signaling links cholesterol metabolism and inflammation via the liver X receptor in macrophages[J]. Mol Aspects Med, 2009, 30(3): 134-152.
[24] Canfrán-Duque A, Rotllan N, Zhang XB, et al. Macrophage-derived 25-hydroxycholesterol promotes vascular inflammation, atherogenesis, and lesion remodeling[J]. Circulation, 2023, 147(5): 388-408.
[25] Reboldi A, Dang EV, McDonald JG, et al. 25-Hydroxycholesterol suppresses interleukin-1-driven inflammation downstream of type I interferon[J]. Science, 2014, 345(6197): 679-684.
[26] Qiao JH, Wu YX, Zhang S, et al. Evaluating significance of European-associated index SNPs in the East Asian population for 31 complex phenotypes[J]. BMC Genomics, 2023, 24(1): 324. doi:10.1186/s12864-023-09425-y
[1] LI Xiping, QIU Mei, HUANG Ruifeng, LIN Huihui, LIU Sisi, LUO Hongying, WANG Yuyue, WANG Min, YANG Xiaotong. Research progress on the mechanism of berberines anti-atherosclerosis effects based on the synergistic effect of lipid deposition inhibition and metabolic clearance [J]. Journal of Shandong University (Health Sciences), 2025, 63(9): 77-83.
[2] WANG Xiaolei, FANG Jun, WANG An, ZHU Wuhui, SHI Guangjun. Two-sample Mendelian randomization of the relationship between gut microbiota and the risk of extrahepatic cholangiocarcinoma [J]. Journal of Shandong University (Health Sciences), 2025, 63(4): 44-50.
[3] ZHANG Yanyan, SUN Jingni, ZHU Fengying, DU Yijun, ZHAO Changmei, CAO Xingtao, ZHANG Yuan, LYU Ming. Mediating effect of social support between self-management and discharge readiness in patients with SCI neurogenic bladder [J]. Journal of Shandong University (Health Sciences), 2025, 63(3): 117-124.
[4] YANG Hui, SU Shijing, LI Fen. Study on the causal relationship between cathepsins and risk of frailty based on bidirectional two-sample Mendelian randomization [J]. Journal of Shandong University (Health Sciences), 2025, 63(2): 67-76.
[5] DU Kaihao, HOU Lizhao, DONG Xiaoge, XUE Weiwei, HE Jiejie, LUO Lanminghui, JIANG Wei, WANG Zhanjin, WANG Zhan. Relationship between gut microbiota and pancreatic cancer in East Asians: genetic evidence based on Mendelian randomization [J]. Journal of Shandong University (Health Sciences), 2025, 63(12): 44-52.
[6] WU Tong, YANG Jingyu, LIN Dang, XU Wanru, ZENG Yujun. Genetic association of lipids and lipid-lowering drugs with chronic obstructive pulmonary disease based on Mendelian randomization [J]. Journal of Shandong University (Health Sciences), 2024, 62(5): 54-63.
[7] ZHAO Zhibo, MAN Zhentao, LI Wei. Role of cholesterol metabolism in osteoarthritis: a review of research progresses [J]. Journal of Shandong University (Health Sciences), 2024, 62(2): 1-9.
[8] ZHAO Meiru, ZHU Di, LIU Lin, GUAN Qingbo, ZHANG Xu. Association of 4 simple insulin resistance indicators with the risk of hyperuricemia in 698 patients with type 2 diabetes mellitus [J]. Journal of Shandong University (Health Sciences), 2022, 60(12): 44-51.
[9] XIE Jiaying, QI Jia, SONG Ming, LI Yulin, WANG Di, JIA Xu, ZHANG Wei, ZHONG Ming, SHANG Yuanyuan. Association between serum β-sheet level and coronary heart disease [J]. Journal of Shandong University (Health Sciences), 2022, 60(1): 21-26.
[10] FU Jieqi, ZHANG Man, ZHANG Xiaolu, LI Hui, CHEN Hong. Molecular mechanism of Toll-like receptor 4 in the aggravation of blood lipid accumulation by inhibiting the peroxisome proliferator-activate receptor γ [J]. Journal of Shandong University (Health Sciences), 2020, 1(7): 24-31.
[11] XU Yuxiang, LIU Yudong, ZHANG Peng, DUAN Ruisheng. A retrospective analysis of risk factors of cerebral microbleeds in 101 patients with cerebral small vessel disease [J]. Journal of Shandong University (Health Sciences), 2020, 1(7): 67-71.
[12] LI Changda, SHI Yongjun, LIN Yanliang. Effects of 27-hydroxycholesterol and cholesterol on the proliferation of esophageal squamous cell carcinoma in nude mice and human esophageal carcinoma cells(ECA109) [J]. Journal of Shandong University (Health Sciences), 2020, 58(11): 45-52.
[13] LI Mingzhuo, SUN Xiubin, WANG Chunxia, YANG Yang, LIU Xinhui, LIU Yanxun, XUE Fuzhong, YUAN Zhongshang. Association between longitudinal changes of HDL-C and coronary heart disease in a population with normal serum lipids: a retrospective cohort study [J]. Journal of Shandong University (Health Sciences), 2019, 57(8): 110-116.
[14] LIU Xinhui, LI Hongkai, LI Mingzhuo, YU Yuanyuan, SI Shucheng, HOU Lei, LIU Lu, LI Wenchao, YUAN Tonghui, LI Yunxia, ZHOU Yuchang, XUE Fuzhong. A Mendelian randomization study on the causal relationship between waist circumference and incidence of coronary heart disease [J]. Journal of Shandong University (Health Sciences), 2019, 57(11): 103-109.
[15] JIANG Fangjie, SHAO Shanshan, JING Fei, YU Chunxiao, ZHAO Jiajun. Fat-derived adipokine disorder in high cholesterol diet rats [J]. JOURNAL OF SHANDONG UNIVERSITY (HEALTH SCIENCES), 2015, 53(11): 1-5.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!