The relationship between pulmonary ventilation function and bone marrow hematopoietic function: A mendelian randomization analysis

  • Shupeng Chen Clinical Medical School, Jiangxi University of Traditional Chinese Medicine, Nanchang 330004, China
  • Nana Tang Department of Hematology, Affiliated Hospital, Jiangxi University of Traditional Chinese Medicine, Nanchang 330006, China
  • Yingjian Zeng Department of Hematology, Affiliated Hospital, Jiangxi University of Traditional Chinese Medicine, Nanchang 330006, China
Keywords: hematopoietic cells; reticulocyte; FEV1; FVC; GWAS; mendelian randomization study
Ariticle ID: 274

Abstract

Background: In recent years, the comorbidity between respiratory and hematopoietic system diseases has emerged as a new challenge. However, the potential genetic link between the ventilatory function of the respiratory system and the hematopoietic function of the bone marrow remains unclear. In this study, we conducted a comprehensive investigation into the possible genetic connection between lung ventilatory function and bone marrow hematopoietic function. Methods: We selected two exposure factors, Forced Expiratory Volume in 1 second (FEV1) and Forced Vital Capacity (FVC), which represent pulmonary ventilation function, and two outcome indicators, Immature Fraction of Reticulocytes (IFR) and Reticulocyte Count (RC), which represent bone marrow hematopoiesis function, from published genome-wide association studies. Based on the three core assumptions of Mendelian randomization analysis, we extracted Single Nucleotide Polymorphism (SNPs) associated with FEV1 and FVC as instrumental variables for the exposure factors. We then conducted two-sample Mendelian randomization analyses using inverse variance weighted (IVW), weighted median, and MR-Egger regression methods. Lastly, we assessed the reliability of the testing results through MR-Egger, Cochran’s Q test, and the leave-one-out test. Through these steps, we aimed to explore the causal relationship between pulmonary ventilation function and the outcome of bone marrow hematopoiesis function and evaluated the reliability of the testing results using methods such as MR-Egger, Cochran’s Q test, and the leave-one-out test. Results: The IVW method revealed that a decrease in FEV1 is associated with an increase in IFR (β = −0.072, 95% CI: −0.131 to −0.014, p = 0.01), and the results from MR-Egger regression showed a similar association (β = −0.169, 95% CI: −0.342 to −0.004, p = 0.05). Furthermore, a decrease in FEV1 is associated with an increase in RC (β = −0.143, 95% CI: −0.198 to −0.087, p =4.00E-07), and MR-Egger regression yielded consistent results (β = −0.216, 95% CI: −0.381 to −0.541, p=1.07E-02). Similarly, a decrease in FVC is associated with an increase in IFR (β = −0.073, 95% CI: −0.116 to −0.031, p = 6.17E-04), and MR-Egger regression showed a similar trend (β = −0.046, 95% CI: −0.160 to −0.067, p=0.42). Additionally, a decrease in FVC is associated with an increase in RC (β = −0.173, 95% CI: −0.221 to −0.125, p = 2.33E-12), and MR-Egger regression yielded consistent results (β = −0.142, 95% CI: −0.272 to −0.012, p = 3.32E-02). The reliability tests indicated heterogeneity in the above MR analyses but no evidence of horizontal pleiotropy. Therefore, a fixed-effect model IVW was used to explore the causal relationships, which were found to be robust and reliable with no outliers or significant bias in this study. Conclusion: This study indicates that there is a negative causal relationship between pulmonary ventilation function and bone marrow hematopoietic function. A decrease in pulmonary ventilation function stimulates bone marrow hematopoiesis. However, further research is needed to elucidate this mechanism.

References

1. Rhew K, Choi J, Kim K, et al. Increased Risk of Anemia in Patients with Asthma. Clin Epidemiol. 2023; 15: 31-38. doi: 10.2147/CLEP.S394717

2. Frederiksen H, Farkas DK, Horváth-Puhó E, et al. Asthma and risk of myelodysplastic syndromes: a population-based cohort study. Br J Cancer. 2017; 116(1): 100-102. doi: 10.1038/bjc.2016.389

3. Willen SM, Cohen R, Rodeghier M, et al. Age is a predic tor of a small decrease in lungfunction in children with sickle cell anemia. Am J Hematol. 2018; 93(3): 408-415. doi: 10.1002/ajh.25003

4. Li XH, Luo ZQ. Research progress of endogenous bone marrow-derived mesenchymal stem cells in pulmonary fibrosis. Sheng Li Xue Bao. 2020; 72(5): 597-604.

5. Robalo NA, Tátá M. The impact of anaemia and iron deficiency in chronic obstructive pulmonary disease: A clinical overview. Rev Port Pneumol (2006). 2017;23(3):146-155.doi: 10.1016/j.rppnen.2016.12.005

6. Sangeetha T, Anand AV, Begum TN. Assessment of Inter-relationship between Anemia and COPD In Accordance with Altitude. Open Respir Med J. 2022; 16: e1730591170. doi: 10.2174/18743064-v16-e2206270

7. de Miguel DJM, Martín MJ, Bailón MM, et al. Impact of anemia on COPD. Arch Bronconeumol. 2009; 45 Suppl 4: 47-50. doi: 10.1016/S0300-2896(09)72864-9

8. Nakashima T, Liu T, Yu H, et al. Lung bone marrow-derived hematopoietic progenitor cells enhance pulmonary fibrosis. Am J Respir Crit Care Med. 2013; 188(8): 976-984. doi: 10.1164/rccm.201303-0479OC

9. Lefrançais E, Ortiz-Muñoz G, Caudrillier A, et al. The lung is a site of platelet biogenesis and a reservoir for haematopoietic progenitors. Nature. 2017; 544(7648): 105-109. doi: 10.1038/nature21706

10. Hemani G, Zheng J, Elsworth B, et al. The MR-Base platform supports systematic causal inference across the human phenome. Elife. 2018; 7: 1-29. doi: 10.7554/eLife.34408

11. Emdin CA, Khera AV, Kathiresan S. Mendelian Randomization. JAMA. 2017; 318(19): 1925-1926. doi: 10.1001/jama.2017.17219

12. Sanderson E, Glymour MM, Holmes MV, et al. Mendelian randomization. Nat Rev Methods Primers. 2022; 2: 1-49. doi: 10.1038/s43586-021-00092-5

13. Davies NM, Holmes MV, Davey SG. Reading Mendelian randomization studies: a guide, glossary, and checklist for clinicians. BMJ. 2018; 362: k601. doi: 10.1136/bmj.k601

14. Cheng W, Liao Y, Mou R, et al. Inflammatory bowel disease and prostate cancer risk: a two-sample Mendelian randomization analysis. Front Immunol. 2023; 14: 1157313. doi: 10.3389/fimmu.2023.1157313

15. Yuan S, Kim JH, Xu P, et al. Causal association between celiac disease and inflammatory bowel disease: A two-sample bidirectional Mendelian randomization study. Front Immunol. 2022; 13: 1057253. doi: 10.3389/fimmu.2022.1057253

16. Mohammad NS, Nazli R, Zafar H, et al. Effects of lipid based Multiple Micronutrients Supplement on the birth outcome of underweight pre-eclamptic women: A randomized clinical trial. Pak J Med Sci. 2022; 38(1): 219-226. doi: 10.12669/pjms.38.1.4396

17. Verbanck M, Chen CY, Neale B, et al. Detection of widespread horizontal pleiotropy in causal relationships inferred from Mendelian randomization between complex traits and diseases. Nat Genet. 2018; 50(5): 693-698. doi: 10.1038/s41588-018-0099-7

18. Launay JM, Hervé P, Callebert J, et al. Serotonin 5-HT2B receptors are required for bone marrow contribution to pulmonary arterial hypertension. Blood. 2012; 119(7): 1772-1780. doi: 10.1182/blood-2011-06-358374

19. Engblom C, Pfirschke C, Zilionis R, et al. Osteoblasts remotely supply lung tumors with cancer-promoting SiglecF(high) neutrophils. Science. 2017; 358(6367). doi: 10.1126/science.aal5081

20. Liu B, Jin Y, Yang J, et al. Extracellular vesicles from lung tissue drive bone marrow neutrophil recruitment in inflammation. J Extracell Vesicles. 2022; 11(5): e12223. doi: 10.1002/jev2.12223

21. Wang J, Hossain M, Thanabalasuriar A, et al. Visualizing the function and fate of neutrophils in sterile injury and repair. Science. 2017; 358(6359): 111-116. doi: 10.1126/science.aam9690

22. Agustí A, Barberà JA, Wouters EF, et al. Lungs, bone marrow, and adipose tissue. A network approach to the pathobiology of chronic obstructive pulmonary disease. Am J Respir Crit Care Med. 2013; 188(12): 1396-1406. doi: 10.1164/rccm.201308-1404PP

23. Dang AT, Marsland BJ. Microbes, metabolites, and the gut-lung axis. Mucosal Immunol. 2019; 12(4): 843-850. doi: 10.1038/s41385-019-0160-6

24. Lucas D, Scheiermann C, Chow A, et al. Chemotherapy-induced bone marrow nerve injury impairs hematopoietic regeneration. Nat Med. 2013; 19(6): 695-703. doi: 10.1038/nm.3155

25. Pizzini A, Aichner M, Sonnweber T, et al. The Significance of iron deficiency and anemia in a real-life COPD cohort. Int J Med Sci. 2020; 17(14): 2232-2239. doi: 10.7150/ijms.46163

26. Bruce JT, Tran JM, Phillips G, et al. Chemotherapeutic agents increase the risk for pulmonary function test abnormalities in patients with multiple myeloma. Clin Lymphoma Myeloma Leuk. 2012; 12(5): 325-329. doi: 10.1016/j.clml.2012.06.002

27. Zhou MH, Yang QM. Association of asthma with the risk of acute leukemia and non-Hodgkin lymphoma. Mol Clin Oncol. 2015; 3(4): 859-864. doi: 10.3892/mco.2015.561

28. Sudan M, Arah OA, Olsen J, et al. Reported associations between asthma and acute lymphoblastic leukemia: insights from a hybrid simulation study. Eur J Epidemiol. 2016; 31(6): 593-602. doi: 10.1007/s10654-016-0126-x

29. Melbye M, Smedby KE, Lehtinen T, et al. Atopy and risk of non-Hodgkin lymphoma. J Natl Cancer Inst. 2007; 99(2): 158-166. doi: 10.1093/jnci/djk019

30. Turner MC, Chen Y, Krewski D, et al. An overview of the association between allergy and cancer. Int J Cancer. 2006; 118(12): 3124-3132. doi: 10.1002/ijc.21752

Published
2024-11-05
How to Cite
Chen, S., Tang, N., & Zeng, Y. (2024). The relationship between pulmonary ventilation function and bone marrow hematopoietic function: A mendelian randomization analysis. Molecular & Cellular Biomechanics, 21(2), 274. https://doi.org/10.62617/mcb.v21i2.274
Section
Article