Longitudinal Transcriptome Analysis Reveals a Sustained Differential Gene Expression Signature in Patients Treated for Acute Lyme Disease.

Jerome Bouquet, Mark J Soloski, Andrea Swei, Chris Cheadle, Scot Federman, Jean-Noel Billaud, Alison W Rebman, Beniwende Kabre, Richard Halpert, Meher Boorgula, John N Aucott, Charles Y Chiu
Author Information
  1. Jerome Bouquet: Department of Laboratory Medicine, University of California, San Francisco, San Francisco, California, USA.
  2. Mark J Soloski: Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
  3. Andrea Swei: Department of Biology, San Francisco State University, San Francisco, California, USA.
  4. Chris Cheadle: Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
  5. Scot Federman: Department of Laboratory Medicine, University of California, San Francisco, San Francisco, California, USA.
  6. Jean-Noel Billaud: Qiagen Bioinformatics, Redwood City, California, USA.
  7. Alison W Rebman: Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
  8. Beniwende Kabre: Department of Laboratory Medicine, University of California, San Francisco, San Francisco, California, USA.
  9. Richard Halpert: Qiagen Bioinformatics, Redwood City, California, USA.
  10. Meher Boorgula: Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
  11. John N Aucott: Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA jaucott@jhmi.edu charles.chiu@ucsf.edu.
  12. Charles Y Chiu: Department of Laboratory Medicine, University of California, San Francisco, San Francisco, California, USA jaucott@jhmi.edu charles.chiu@ucsf.edu. ORCID

Abstract

Lyme disease is a tick-borne illness caused by the bacterium Borrelia burgdorferi, and approximately 10 to 20% of patients report persistent symptoms lasting months to years despite appropriate treatment with antibiotics. To gain insights into the molecular basis of acute Lyme disease and the ensuing development of post-treatment symptoms, we conducted a longitudinal transcriptome study of 29 Lyme disease patients (and 13 matched controls) enrolled at the time of diagnosis and followed for up to 6 months. The differential gene expression signature of Lyme disease following the acute phase of infection persisted for at least 3 weeks and had fewer than 44% differentially expressed genes (DEGs) in common with other infectious or noninfectious syndromes. Early Lyme disease prior to antibiotic therapy was characterized by marked upregulation of Toll-like receptor signaling but lack of activation of the inflammatory T-cell apoptotic and B-cell developmental pathways seen in other acute infectious syndromes. Six months after completion of therapy, Lyme disease patients were found to have 31 to 60% of their pathways in common with three different immune-mediated chronic diseases. No differential gene expression signature was observed between Lyme disease patients with resolved illness to those with persistent symptoms at 6 months post-treatment. The identification of a sustained differential gene expression signature in Lyme disease suggests that a panel of selected human host-based biomarkers may address the need for sensitive clinical diagnostics during the "window period" of infection prior to the appearance of a detectable antibody response and may also inform the development of new therapeutic targets.
IMPORTANCE: Lyme disease is the most common tick-borne infection in the United States, and some patients report lingering symptoms lasting months to years despite antibiotic treatment. To better understand the role of the human host response in acute Lyme disease and the development of post-treatment symptoms, we conducted the first longitudinal gene expression (transcriptome) study of patients enrolled at the time of diagnosis and followed up for up to 6 months after treatment. Importantly, we found that the gene expression signature of early Lyme disease is distinct from that of other acute infectious diseases and persists for at least 3 weeks following infection. This study also uncovered multiple previously undescribed pathways and genes that may be useful in the future as human host biomarkers for diagnosis and that constitute potential targets for the development of new therapies.

References

  1. Immunopharmacol Immunotoxicol. 2013 Apr;35(2):205-14 [PMID: 23237490]
  2. BMC Bioinformatics. 2012;13 Suppl 2:S11 [PMID: 22536862]
  3. Arthritis Rheum. 2006 Oct;54(10):3079-86 [PMID: 17009226]
  4. Clin Infect Dis. 2015 Jun 15;60(12):1767-75 [PMID: 25761869]
  5. Front Biosci. 2001 Sep 1;6:B10-6 [PMID: 11532615]
  6. J Infect Dis. 2007 Dec 15;196(12):1866; author reply 1866-7 [PMID: 18190271]
  7. PLoS Pathog. 2009 Nov;5(11):e1000659 [PMID: 19911057]
  8. PLoS Pathog. 2015 Jul;11(7):e1004976 [PMID: 26136236]
  9. Immunol Lett. 2014 Mar-Apr;158(1-2):183-8 [PMID: 24447863]
  10. J Immunol. 2007 Jan 15;178(2):1172-9 [PMID: 17202382]
  11. Lancet. 2012 Feb 4;379(9814):461-73 [PMID: 21903253]
  12. MMWR Morb Mortal Wkly Rep. 1995 Aug 11;44(31):590-1 [PMID: 7623762]
  13. PLoS Pathog. 2015 Jun;11(6):e1004869 [PMID: 26070066]
  14. Clin Infect Dis. 2014 Sep 1;59(5):676-81 [PMID: 24879782]
  15. Bull NYU Hosp Jt Dis. 2009;67(3):251-3 [PMID: 19852746]
  16. J Immunol. 2005 May 15;174(10):6364-72 [PMID: 15879137]
  17. Clin Infect Dis. 2014 Feb;58(3):372-80 [PMID: 24218102]
  18. PLoS Pathog. 2011 Feb;7(2):e1001289 [PMID: 21390206]
  19. BMC Infect Dis. 2009;9:79 [PMID: 19486523]
  20. Immunol Lett. 2014 Jan-Feb;157(1-2):45-50 [PMID: 24239846]
  21. J Infect Dis. 2015 Dec 1;212(11):1841-50 [PMID: 26014802]
  22. PLoS One. 2008;3(8):e2924 [PMID: 18698339]
  23. Crit Rev Microbiol. 2016 Mar;42(2):233-44 [PMID: 24963691]
  24. Nat Commun. 2013;4:1342 [PMID: 23299892]
  25. Blood. 2007 Mar 1;109(5):2066-77 [PMID: 17105821]
  26. Bioinformatics. 2003 Jan 22;19(2):185-93 [PMID: 12538238]
  27. PLoS One. 2011;6(2):e17287 [PMID: 21383843]
  28. PLoS One. 2013;8(8):e71462 [PMID: 23977046]
  29. Am J Med. 2003 Aug 1;115(2):91-6 [PMID: 12893393]
  30. Clin Infect Dis. 2006 Nov 1;43(9):1089-134 [PMID: 17029130]
  31. Clin Diagn Lab Immunol. 2005 Sep;12(9):1036-40 [PMID: 16148168]
  32. Genome Biol. 2014;15(2):R29 [PMID: 24485249]
  33. Int J Infect Dis. 2013 Jun;17(6):e443-9 [PMID: 23462300]
  34. Nucleic Acids Res. 2015 Apr 20;43(7):e47 [PMID: 25605792]
  35. PLoS One. 2009;4(8):e6803 [PMID: 19710928]
  36. Microbes Infect. 2004 Mar;6(3):312-8 [PMID: 15065567]
  37. J Clin Invest. 2000 Dec;106(12):1561-8 [PMID: 11120763]
  38. Bioinformatics. 2014 Feb 15;30(4):523-30 [PMID: 24336805]
  39. Nat Protoc. 2012 Mar;7(3):562-78 [PMID: 22383036]
  40. BMC Med Genomics. 2009 Jun 25;2:38 [PMID: 19555476]
  41. Clin Immunol. 2015 Oct;160(2):336-41 [PMID: 26187145]
  42. J Comput Biol. 2013 Dec;20(12):970-8 [PMID: 23961961]
  43. Immunobiology. 2008;213(9-10):701-13 [PMID: 18926286]
  44. PLoS One. 2011;6(3):e18220 [PMID: 21483819]
  45. Immunol Lett. 2009 Aug 15;125(2):79-85 [PMID: 19539648]
  46. Digestion. 2014;90(3):167-78 [PMID: 25339182]
  47. MMWR Morb Mortal Wkly Rep. 2013 Dec 13;62(49):993-6 [PMID: 24336130]
  48. PLoS One. 2014;9(4):e93243 [PMID: 24740099]
  49. Eur J Immunol. 2007 Feb;37(2):456-66 [PMID: 17230441]
  50. J Virol. 2014 Nov;88(21):12254-64 [PMID: 25100847]
  51. Arthritis Rheum. 2013 Jan;65(1):186-96 [PMID: 23044924]
  52. Infect Dis Clin North Am. 2008 Jun;22(2):341-60, vii-viii [PMID: 18452806]
  53. J Clin Invest. 2004 Apr;113(8):1093-101 [PMID: 15085185]

Grants

  1. T32 AI060537/NIAID NIH HHS
  2. R01-HL105704/NHLBI NIH HHS
  3. P30 AR070254/NIAMS NIH HHS
  4. P30-AR05350/NIAMS NIH HHS
  5. R01 HL105704/NHLBI NIH HHS

MeSH Term

Adult
Animals
Biomarkers
Borrelia burgdorferi
Female
Gene Expression Profiling
High-Throughput Nucleotide Sequencing
Humans
Lyme Disease
Male
Metabolic Networks and Pathways
Middle Aged
Transcriptome
United States

Chemicals

Biomarkers