| 研究生: |
沈靜芬 Shen, Ching-Fen |
|---|---|
| 論文名稱: |
健康及第一型糖尿病青少年施打mRNA新冠疫苗的系統疫苗學 Systems vaccinology of the mRNA vaccine in healthy and type 1 diabetes mellitus adolescents |
| 指導教授: |
謝奇璋
Shieh, Chi-Chang 柯文謙 Ko, Wen-Chien |
| 學位類別: |
博士 Doctor |
| 系所名稱: |
醫學院 - 臨床醫學研究所 Institute of Clinical Medicine |
| 論文出版年: | 2025 |
| 畢業學年度: | 113 |
| 語文別: | 英文 |
| 論文頁數: | 98 |
| 中文關鍵詞: | BNT162b2 mRNA 疫苗 、第一型糖尿病 、先天性免疫反應 、抗體反應 、細胞免疫 、免疫原性 |
| 外文關鍵詞: | BNT162b2 mRNA vaccine, type 1 diabetes mellitus, innate immune response, antibody response, cellular immunity, immunogenicity |
| 相關次數: | 點閱:11 下載:0 |
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糖尿病與許多慢性疾病一樣,是2019冠狀病毒疾病(COVID-19)重症與死亡的重要風險因子。然而,目前對第一型糖尿病(T1D)青少年的免疫反應了解仍十分有限,這也限制了疫苗策略的制定與調整。本研究深入探討T1D青少年與健康對照組(HC)在接種輝瑞-BNT 162b2 mRNA疫苗後的免疫反應差異,本研究共招募24位年齡介於12至17歲的青少年,其中包含16位健康對照者與8位T1D患者,並於多個時間點進行全面性的免疫反應評估,包括接種前、第一劑疫苗後第3天、第二劑後第3天、1個月、5個月與1年,以及第三劑後1個月。這些評估涵蓋免疫細胞活化、全血RNA定序(轉錄體分析)、細胞激素反應、針對武漢原始株及其他變異株(VOCs)的結合與中和抗體生成、抗原特異性T細胞反應(AIM+ T細胞、IFN-γ釋放與增殖分析)、以及B細胞受體(BCR)庫分析。研究發現,在接種疫苗前,T1D青少年的B細胞亞群於接受PRR促進劑刺激後,透過TLR9所誘導的IFN-α產生能力較差,且其轉錄體分析顯示免疫相關基因表現較高。接種疫苗後,T1D青少年的單核細胞亞群中的細胞激素表現較低,且全血轉錄體顯示其疫苗誘導的先天免疫活化程度較低。儘管T1D青少年產生了與健康對照組相當的抗體反應,但其疫苗接種前的HbA1c水準與對變異株抗體交叉反應呈負相關。雖然T1D組在疫苗接種後展現與健康組相似的細胞免疫力(QuantiFERON分析所示),但對Omicron變異株的CD8+ T細胞交叉保護力較弱。此減弱的細胞交叉反應與其初始B細胞對TLR9反應差與第一劑疫苗誘導的經典單核細胞反應減弱有關。接種疫苗一年後,兩組在對變異株的抗體交叉反應及BCR多樣性方面表現相當,但健康組的體細胞突變(SHM)頻率提升較明顯。總結來說,儘管T1D青少年在疫苗接種後的抗體水平與健康對照組相當,但其先天與細胞免疫反應較為減弱,這可能與TLR9活性降低與HbA1c較高有關。然而,兩組的長期抗體反應與B細胞多樣性相似。本研究結果顯示,免疫功能與血糖控制是影響T1D青少年的疫苗效力的因素。
Diabetes, along with other chronic medical conditions, is a significant risk factor for severe coronavirus disease 2019 (COVID-19) and subsequent mortality. However, information on the immune response of adolescents with type 1 diabetes (T1D) has been limited, which hinders the development and adjustment of future vaccination strategies. This study provides a comprehensive investigation into the immunological differences between adolescents with T1D and healthy control (HC) after receiving the Pfizer-BNT 162b2 mRNA vaccine. A total of 24 adolescents aged 12 to 17 years participated in the study, including 16 HCs and 8 individuals with T1D. Extensive immunological assessments were conducted at multiple time points: before vaccination, 3 days after the first dose, 3 days, 1 month, 5 months, and 1 year after the second dose, and 1 month following the third dose. These assessments included immune cell activation, whole blood RNA sequencing, cytokine responses, binding and neutralizing antibodies against both the Wuhan strain and variants of concern (VOCs), antigen-specific T cell responses (AIM+ T cells, IFN-γ release assays, proliferation assays), and B cell receptor (BCR) repertoire analysis. At baseline, adolescents with T1D demonstrated impaired TLR9-mediated IFN-α production in B cell subsets following ex vivo stimulation with pattern recognition receptor (PRR) agonists. Meanwhile, they exhibited a higher expression of immune-related gene sets in transcriptome analyses before vaccination. After vaccination, T1D adolescents showed reduced cytokine expression in monocyte subsets and lower levels of vaccine-induced innate immune activation based on gene expression analysis. Although T1D adolescents had robust antibody responses after vaccination—comparable to those of healthy controls—their HbA1c levels prior to vaccination negatively correlated with antibody cross-reactivity to VOCs. Furthermore, the T1D group demonstrated similar cellular immunity to HCs after vaccination (as measured by QuantiFERON), but they exhibited weakened CD8+ T cell cross-protection against the Omicron variant. This diminished cellular cross-reactivity was associated with poor TLR9 responses in naive B cells and reduced initial vaccine-induced classical monocyte responses. One year after vaccination, both groups showed comparable antibody cross-reactivity against VOCs and BCR repertoire diversity, except that healthy controls exhibited a more obvious increase in somatic hypermutation (SHM) frequencies over time. In summary, adolescents with T1D displayed reduced innate and cellular immune responses to the BNT162b2 mRNA vaccine compared to healthy controls, despite having similar levels of antibodies. Weaker responses were linked to diminished TLR9 activity and higher HbA1c levels. However, long-term antibody levels and B cell diversity were comparable between both groups. These results suggest that immune function and glycemic control may influence vaccine effectiveness in adolescents with T1D.
1. Carvalho, T., F. Krammer, and A. Iwasaki, The first 12 months of COVID-19: a timeline of immunological insights. Nat Rev Immunol, 2021. 21(4): p. 245-256.
2. World Health Organization. WHO Coronavirus (COVID-19) Dashboard. World Health Organization. https://data.who.int/dashboards/covid19/cases
3. Markov, P.V., Ghafari, M., Beer, M. et al. The evolution of SARS-CoV-2. Nat Rev Microbiol 21, 361–379 (2023).
4. Liu W, Huang Z, Xiao J, et al. Evolution of the SARS-CoV-2 Omicron Variants: Genetic Impact on Viral Fitness. Viruses. 2024;16(2):184.
5. Tsou TP, Chen WC, Huang AS, et al. Taiwan COVID-19 Outbreak Investigation Team. Epidemiology of the first 100 cases of COVID-19 in Taiwan and its implications on outbreak control. J Formos Med Assoc. 2020;119(11):1601-1607.
6. Tsai JJ, Chiou SS, Chen PC, et al. The epidemiology and phylogenetic trends of Omicron subvariants from BA.5 to XBB.1 in Taiwan. J Infect Public Health. 2024;17(11):102556.
7. Centers for Disease Control, Taiwan (CDC). COVID-19疫情週報. Centers for Disease Control, Taiwan. Published 2025. https://www.cdc.gov.tw
8. Polack FP, Thomas SJ, Kitchin N, et al. Safety and Efficacy of the BNT162b2 mRNA Covid-19 Vaccine. N Engl J Med. 2020;383(27):2603-2615.
9. Baden LR, El Sahly HM, Essink B, et al. Efficacy and Safety of the mRNA-1273 SARS-CoV-2 Vaccine. N Engl J Med. 2021;384(5):403-416.
10. Mason TFD, Whitston M, Hodgson J, et al. Effects of BNT162b2 mRNA vaccine on COVID-19 infection and hospitalisation amongst older people: matched case control study for England. BMC Med. 2021;19(1):275.
11. Nance KD, Meier JL. Modifications in an Emergency: The Role of N1-Methylpseudouridine in COVID-19 Vaccines. ACS Cent Sci. 2021;7(5):748-756.
12. Gote V, Bolla PK, Kommineni N, et al. A Comprehensive review of mRNA Vaccines. Int J Mol Sci. 2023;24(3):2700.
13. Teijaro JR, Farber DL. COVID-19 vaccines: modes of immune activation and future challenges. Nat Rev Immunol. 2021;21(4):195-197.
14. Tahtinen S, Tong AJ, Himmels P, et al. IL-1 and IL-1ra are key regulators of the inflammatory response to RNA vaccines. Nat Immunol. 2022;23(4):532-542.
15. Li C, Lee A, Grigoryan L, et al. Mechanisms of innate and adaptive immunity to the Pfizer-BioNTech BNT162b2 vaccine. Nat Immunol. 2022;23(4):543-555.
16. Arunachalam PS, Scott MKD, Hagan T, et al. Systems vaccinology of the BNT162b2 mRNA vaccine in humans. Nature. 2021;596(7872):410-416.
17. Shen CF, Yen CL, Fu YC, et al. Innate immune responses of vaccinees determine early neutralizing antibody production after ChAdOx1nCoV-19 vaccination. Front Immunol. 2022;13:807454.
18. Sacco K, Castagnoli R, Vakkilainen S, et al. Immunopathological signatures in multisystem inflammatory syndrome in children and pediatric COVID-19. Nat Med. 2022;28(5):1050-1062.
19. Shekerdemian LS, Mahmood NR, Wolfe KK, et al. Characteristics and outcomes of children with Coronavirus Disease 2019 (COVID-19) infection admitted to US and Canadian pediatric intensive care units. JAMA Pediatr. 2020;174(9):868-873.
20. Watanabe A, Kani R, Iwagami M, et al. Assessment of efficacy and safety of mRNA COVID-19 vaccines in children aged 5 to 11 years: A systematic review and meta-analysis. JAMA Pediatr. 2023;177(4):384-394.
21. Fatoke B, Hui AL, Saqib M, et al. Type 2 diabetes mellitus as a predictor of severe outcomes in COVID-19 - a systematic review and meta-analyses. BMC Infect Dis. 2025;25(1):719.
22. Lim S, Bae JH, Kwon HS, et al. COVID-19 and diabetes mellitus: from pathophysiology to clinical management. Nat Rev Endocrinol. 2021;17(1):11-30.
23. Pozzilli P, Gale EA, Visalli N, et al. The immune response to influenza vaccination in diabetic patients. Diabetologia. 1986;29(12):850-854.
24. Verstraeten T, Fletcher MA, Suaya JA, et al. Diabetes mellitus as a vaccine-effect modifier: a review. Expert Rev Vaccines. 2020;19(5):445-453.
25. Mojaddidi MA, Aboonq M, Alqahtani SA. Glycemic control and vaccine response: the role of mucosal immunity after vaccination in diabetic patients. Front Immunol. 2025;16:1577523.
26. Mobasseri M, Shirmohammadi M, Amiri T, et al. Prevalence and incidence of type 1 diabetes in the world: a systematic review and meta-analysis. Health Promot Perspect. 2020;10(2):98-115.
27. Lin WH, Wang MC, Wang WM, et al. Incidence of and mortality from Type I diabetes in Taiwan from 1999 through 2010: a nationwide cohort study. PLoS One. 2014;9(1):e86172.
28. Chaudhry UAR, Carey IM, Critchley JA, et al. A matched cohort study evaluating the risks of infections in people with type 1 diabetes and their associations with glycated haemoglobin. Diabetes Res Clin Pract. 2024;207:111023.
29. Simonsen JR, Harjutsalo V, Järvinen A, et al. Bacterial infections in patients with type 1 diabetes: a 14-year follow-up study. BMJ Open Diabetes Res Care. 2015;3(1):e000067.
30. Kompaniyets L, Agathis NT, Nelson JM, et al. Underlying Medical Conditions Associated With Severe COVID-19 Illness Among Children. JAMA Netw Open. 2021;4(6):e2111182.
31. Quattrin T, Mastrandrea LD, Walker LSK. Type 1 diabetes. Lancet. 2023;401(10394):2149-2162.
32. DiMeglio LA, Evans-Molina C, Oram RA. Type 1 diabetes. Lancet. 2018;391(10138):2449-2462.
33. Giulietti A, Stoffels K, Decallonne B, et al. Monocytic expression behavior of cytokines in diabetic patients upon inflammatory stimulation. Ann N Y Acad Sci. 2004;1037:74-78.
34. Hedman M, Faresjö M, Axelsson S, et al. Impaired CD4 and CD8 T cell phenotype and reduced chemokine secretion in recent-onset type 1 diabetic children. Clin Exp Immunol. 2008;153(3):360-368.
35. Pulendran B. Systems vaccinology: probing humanity's diverse immune systems with vaccines. Proc Natl Acad Sci U S A. 2014;111(34):12300-12306.
36. Pulendran B, Li S, Nakaya HI. Systems vaccinology. Immunity. 2010;33(4):516-529.
37. Ministry of Health and Welfare. Crucial policy for combating COVID-19. Ministry of Health and Welfare; 2020.
38. Riester E, Findeisen P, Hegel JK, et al. Performance evaluation of the Roche Elecsys Anti-SARS-CoV-2 S immunoassay. J Virol Methods. 2021;297:114271.
39. Goel RR, Painter MM, Apostolidis SA, et al. mRNA vaccines induce durable immune memory to SARS-CoV-2 and variants of concern. Science. 2021;374(6572):abm0829.
40. Hung SJ, Chen YL, Chu CH, et al. TRIg: a robust alignment pipeline for non-regular T-cell receptor and immunoglobulin sequences. BMC Bioinformatics. 2016;17(1):433.
41. Bolotin DA, Poslavsky S, Mitrophanov I, et al. MiXCR: software for comprehensive adaptive immunity profiling. Nat Methods. 2015;12(5):380-381.
42. Shugay, M. Bagaev DV, Turchaninova MA, et al., VDJtools: Unifying Post-analysis of T Cell Receptor Repertoires. PLoS Comput Biol, 2015. 11(11): p. e1004503.
43. Yang L, Wang J, Altreuter J, et al. Tutorial: integrative computational analysis of bulk RNA-sequencing data to characterize tumor immunity using RIMA. Nat Protoc. 2023;18(8):2404-2414.
44. Geerlings SE, Hoepelman AI. Immune dysfunction in patients with diabetes mellitus (DM). FEMS Immunol Med Microbiol. 1999;26(3-4):259-265.
45. Zhang Y, Lee AS, Shameli A, et al. TLR9 blockade inhibits activation of diabetogenic CD8+ T cells and delays autoimmune diabetes. J Immunol. 2010;184(10):5645-5653.
46. Wang Y, Xia Y, Chen Y, et al. Association analysis between the TLR9 gene polymorphism rs352140 and type 1 diabetes. Front Endocrinol (Lausanne). 2023;14:1030736.
47. Serreze DV, Hamaguchi K, Leiter EH. Immunostimulation circumvents diabetes in NOD/Lt mice. J Autoimmun. 1989;2(6):759-776.
48. Karumuthil-Melethil S, Perez N, Li R, et al. Induction of innate immune response through TLR2 and dectin 1 prevents type 1 diabetes. J Immunol. 2008;181(12):8323-8334.
49. Li C, Lee A, Grigoryan L, et al. Mechanisms of innate and adaptive immunity to the Pfizer-BioNTech BNT162b2 vaccine. Nat Immunol. 2022;23(4):543-555.
50. Verbeke R, Hogan MJ, Loré K, Pardi N. Innate immune mechanisms of mRNA vaccines. Immunity. 2022;55(11):1993-2005.
51. Brueggeman JM, Zhao J, Schank M, et al. Trained Immunity: An Overview and the Impact on COVID-19. Front Immunol. 2022;13:837524.
52. Acosta-Altamirano G, Garduño-Javier E, Hernández-Gómez V, et al. Dual activation profile of monocytes is associated with protection in Mexican patients during SARS-CoV-2 disease. Appl Microbiol Biotechnol. 2022;106(23):7905-7916.
53. Saresella M, Piancone F, Marventano I, et al. Innate immune responses to three doses of the BNT162b2 mRNA SARS-CoV-2 vaccine. Front Immunol. 2022;13:947320.
54. D'Addio F, Sabiu G, Usuelli V, et al. Immunogenicity and safety of SARS-CoV-2 mRNA vaccines in a cohort of patients with type 1 diabetes. Diabetes. 2022;71(8):1800-1806.
55. Sourij C, Tripolt NJ, Aziz F, et al. Humoral immune response to COVID-19 vaccination in diabetes is age-dependent but independent of type of diabetes and glycaemic control: The prospective COVAC-DM cohort study. Diabetes Obes Metab. 2022;24(5):849-858.
56. Diepersloot RJ, Bouter KP, Beyer WE, et al. Humoral immune response and delayed type hypersensitivity to influenza vaccine in patients with diabetes mellitus. Diabetologia. 1987;30(6):397-401.
57. Alhamar G, Briganti S, Maggi D, et al. Prevaccination glucose time in range correlates with antibody response to SARS-CoV-2 vaccine in type 1 diabetes. J Clin Endocrinol Metab. 2023;108(7):e474-e479.
58. Boroumand AB, Forouhi M, Karimi F, et al. Immunogenicity of COVID-19 vaccines in patients with diabetes mellitus: A systematic review. Front Immunol. 2022;13:940357.
59. Li X, Liao M, Guan J, et al. Identification of key genes and pathways in peripheral blood mononuclear cells of type 1 diabetes mellitus by integrated bioinformatics analysis. Diabetes Metab J. 2022;46(3):451-463.
60. Furman D, Campisi J, Verdin E, et al. Chronic inflammation in the etiology of disease across the life span. Nat Med. 2019;25(12):1822-1832.
61. Cabrera SM, Henschel AM, Hessner MJ. Innate inflammation in type 1 diabetes. Transl Res. 2016;167(1):214-227.
62. Akira S. Innate immunity and adjuvants. Philos Trans R Soc Lond B Biol Sci. 2011;366(1579):2748-2755.
63. Jacob-Dolan C, Lifton M, Powers OC, et al. B cell somatic hypermutation following COVID-19 vaccination with Ad26.COV2.S. iScience. 2024;27(5):109716.
64. Mikocziova I, Greiff V, Sollid LM. Immunoglobulin germline gene variation and its impact on human disease. Genes Immun. 2021;22(4):205-217.