Highlights
- •Anti-JCPyV antibody assays are not sufficient to detect a JCPyV infection.
- •JCPyV-DNA detection to identify JCPyV+ patients with antibodies not yet detectable.
- •NCCR re-organizations as viral biomarkers correlated with neuro-virulent variants.
Abstract
Background
Methods
Results
Conclusions
Keywords
1. Introduction
Biogen. TYSABRI® (natalizumab): PML incidence in patients receiving TYSABRI. 2016. https://medinfo.biogen.com/.
- Polman C.H.
- O'Connor P.W.
- Havrdova E.
- Hutchinson M.
- Kappos L.
- Miller D.H.
- Phillips J.T.
- Lublin F.D.
- Giovannoni G.
- Wajgt A.
- Toal M.
- Lynn F.
- Panzara M.A.
- Sandrock A.W.
A randomized, placebo-controlled trial of natalizumab for relapsing multiple sclerosis.
2. Methods
2.1 Study participants and samples collection
Variables | RRMS (n = 30) |
---|---|
Age years (mean, SD) | 30.2 ± 6.6 |
Sex, female (n) and male (n) | female (18) and male (12) |
Mean months of illness years (SD) | 85 ± 85.5 |
Mean EDSS (SD) | 1.9 ± 1.3 |
Therapy before starting natalizumab | |
No therapy (/n) | 12/30 |
Interferon β (/n) | 15/30 |
Mitoxantrone and interferon β (/n) | 2/30 |
Glatiramer acetate (/n) | 1/30 |
2.2 Virological investigations
ClustalW2–Multiple Sequence Alignment: http://www.ebi.ac.uk/Tools/msa/clustalw2/.
2.3 VP1 phylogenetic analysis
2.4 Statistical analysis
3. Results
3.1 Trend of JC viral load

SAMPLE TYPE | n°+ PATIENTS | T0: baseline | T0: baseline |
---|---|---|---|
JCPyV average value | JCPyV average value | ||
Urine | 4 | 3 × 104 gEq/mL | |
Plasma | 3 | 3,5 × 103 gEq/mL | |
PBMC | 2 | 8 × 102 gEq/106 cells | |
Plasma + PBMC | 1 | 1 × 103 gEq/mL | 4,5 × 102 gEq/106 cells |
T1: 4 natalizumab infusions | T1: 4 natalizumab infusions | ||
Sample type | n°+ patients | JCPyV average value | JCPyV average value |
Urine | 9 | 7,5 × 104 gEq/mL | |
Plasma | 3 | 4 × 103 gEq/mL | |
Pbmc | 2 | 1 × 103 gEq/106 cells | |
Plasma + PBMC | 1 | 9,5 × 102 gEq/mL | 3 × 102 gEq/106 cells |
T2: 8 natalizumab infusions | T2: 8 natalizumab infusions | ||
Sample Type | n°+ patients | JCPyV average value | JCPyV average value |
Urine | 15 | 9,5 × 104 gEq/mL | |
Plasma | 4 | 6,5 × 103 gEq/mL | |
PBMC | 3 | 1 × 103 gEq/106 cells | |
Plasma + PBMC | 1 | 9 × 102 gEq/mL | 3,5 × 102 gEq/106 cells |
T3: 12 natalizumab infusions | |||
Sample type | n°+ patients | JCPyV average value | |
Urine | 18 | 2,5 × 105 gEq/mL | |
Plasma | 7 | 7 × 103 gEq/mL | |
PBMC | 5 | 1,5 × 103 gEq/mL | |
T4: 16 natalizumab infusions | T4: 16 natalizumab infusions | ||
Sample type | n°+ patients | JCPyV average value | JCPyV average value |
Urine | 22 | 5,5 × 105 gEq/mL | |
Plasma | 6 | 4 × 104 gEq/mL | |
PBMC | 5 | 3 × 103 gEq/106 cells | |
Plasma + PBMC | 1 | 3,5 × 104 gEq/mL | 1 × 102 gEq/106 cells |
Urine + Plasma | 6 | 2,5 × 105 gEq/mL | 3 × 104 gEq/mL |
T5: natalizumab infusions | T5: 20 natalizumab infusions | ||
Sample type | n°+ patients | JCPyV average value | JCPyV average value |
Urine | 25 | 9,5 × 105 gEq/mL | |
Plasma | 9 | 5,5 × 104 gEq/mL | |
PBMC | 5 | 4 × 103 gEq/106 cells | |
Urine + Plasma | 6 | 6,5 × 105 gEq/mL | 3,5 × 104 gEq/mL |

3.2 Contextual analysis of the anti-JCPyV antibodies versus JCPyV-DNA detection
T0: baseline | |||
---|---|---|---|
Patients stratify JCVⓇ + | Patients JCPyV DNA + | Contextual positivity to stratify JCVⓇ and JCPyV DNA | SAMPLE OF JCPyV-DNA DETECTION |
8/30 | 10/30 | 1/8 | Plasma and PBMC (1) |
Patients stratify JCVⓇ - | |||
22/30 | 10/30 | 9/22 | Urine (4), Plasma (3), PBMC (2) |
T3: 12 Natalizumab infusions | |||
Patients stratify JCVⓇ + | Patients JCPyV DNA + | Contextual positivity to stratify JCVⓇ and JCPyV DNA | SAMPLE OF JCPyV-DNA DETECTION |
12/30 | 30/30 | 12/12 | Urine (5), Plasma (4), PBMC (3) |
Patients stratify JCVⓇ - | |||
18/30 | 30/30 | 18/18 | Urine (13), Plasma (3), PBMC (2) |
3.3 NCCR and VP1 sequences’ evaluation


3.4 Phylogenetic analysis
4. Discussion
- Fragoso Y.D.
- Mendes M.F.
- Arruda W.O.
- Becker J.
- Brooks J.B.
- Carvalho Mde.J.
- Comini-Frota E.R.
- Domingues R.B.
- Ferreira M.L.
- Finkelsztejn A.
- Gama P.D.
- Gomes S.
- Gonçalves M.V.
- Kaimen-Maciel D.R.
- Morales Rde.R.
- Muniz A.
- Ruocco H.H.
- Salgado P.R.
- Albuquerque L.B.
- Gama R.A.
- Georgeto S.
- Lopes J.
- Oliveira C.L.
- Oliveira F.T.
- Safanelli J.
- Saldanha P.C.
- Satomi M.
- Sunyaev S.R.
- Lugovskoy A.
- Simon K.
- Gorelik L.
5. Conclusion
Informed consent
Funding
CRediT authorship contribution statement
Declaration of Competing Interest
Acknowledgments
References
- Classifying PML risk with disease modifying therapies.Mult. Scler. Relat. Disord. 2017; 12: 59-63https://doi.org/10.1016/j.msard.2017.01.006
- JC virus antibody status underestimates infection rates.Ann. Neurol. 2013; 74: 84-90https://doi.org/10.1002/ana.23893
Biogen. TYSABRI® (natalizumab): PML incidence in patients receiving TYSABRI. 2016. https://medinfo.biogen.com/.
- Progressive multifocal leukoencephalopathy.Neurol. Clin. 1984; 2: 299-313
- Atlas of multiple sclerosis 2013: a growing global problem with widespread inequity.Neurol. 2014; 83: 1022-1024https://doi.org/10.1212/WNL.0000000000000768
- Asymptomatic reactivation of JC virus in patients treated with natalizumab.N. Engl. J. Med. 2009; 361 (https://www.nejm.org› doi › full › NEJMoa0904267): 1067-1074
- An overview on human polyomaviruses biology and related diseases.Future Virol. 2019; 14: 487-501https://doi.org/10.2217/fvl-2019-0050
- Natalizumab in multiple sclerosis: long-Term management.Int. J. Mol. Sci. 2017; 18: E940https://doi.org/10.3390/ijms18050940
ClustalW2–Multiple Sequence Alignment: http://www.ebi.ac.uk/Tools/msa/clustalw2/.
- Presence and expression of JCV early gene large T antigen in the brains of immunocompromised and immunocompetent individuals.J. Med. Virol. 2008; 80: 2147-2152https://doi.org/10.1002/jmv.21313
- JC virus urinary excretion and seroprevalence in natalizumab-treated multiple sclerosis patients.J. Neurovirol. 2015; 21: 645-652
- Amplification and sequencing of the control regions of BK and JC virus from human urine by polymerase chain reaction.Virology. 1991; 180: 553-560https://doi.org/10.1016/0042-6822(91)90069-N
- Nearly one-half of Brazilian patients with multiple sclerosis using natalizumab are DNA-JC virus positive.Arq. Neuropsiquiatr. 2013; 71: 780-782
- A brief history of NEDA.Mult. Scler. Relat. Disord. 2018; 20: 228-230https://doi.org/10.1016/j.msard.2017.07.011
- Anti-JC virus antibodies: implications for PML risk stratification.Ann. Neurol. 2010; 68: 295-303https://doi.org/10.1002/ana.22128
- BK virus antigenic variants: sequence analysis within the capsid VP1 epitope.J. Med. Virol. 1993; 39: 50-56https://doi.org/10.1002/jmv.1890390110
- New JC virus (JCV) genotypes from papua new guinea and micronesia (type 8 and type 2E) and evolutionary analysis of 32 complete JCV genomes.Arch. Virol. 2001; 146: 2097-2113https://doi.org/10.1007/s007050170023
- Progressive multifocal leukoencephalopathy complicating treatment with natalizumab and interferon beta-1a for multiple sclerosis.N. Engl. J. Med. 2005; 353: 369-374https://doi.org/10.1056/nejmoa051782
- MEGA: a biologist-centric software for evolutionary analysis of DNA and protein sequences.Brief. Bioinform. 2008; 9: 299-306https://doi.org/10.1093/bib/bbn017
- Glial and muscle embryonal carcinoma cell-specific independent regulation of expression of human JC virus early promoter by cyclic amp response elements and adjacent nuclear factor 1 binding sites.J. Med. Virol. 1996; 49: 199-204
- Rating neurologic impairment in multiple sclerosis: an expanded disability status scale (EDSS).Neurology. 1983; 33: 1444-1452https://doi.org/10.1212/WNL.33.11.1444
- JC viremia in natalizumab-treated patients with multiple sclerosis.N. Engl. J. Med. 2013; 368 (https://www.nejm.org › 10.1056 › NEJMc1214233): 2240-2241
- Pathogenesis of progressive multifocal leukoencephalopathy and risks associated with treatments for multiple sclerosis: a decade of lessons learned.Lancet Neurol. 2018; 17: 467-480https://doi.org/10.1016/S1474-4422(18)30040-1
- JC virus detection and JC virus-specific immunity in natalizumab-treated multiple sclerosis patients.J. Transl. Med. 2012; 10: 248https://doi.org/10.1186/1479-5876-10-248
- Incidence of BK virus and JC virus viruria in human immunodeficiency virus-infected and uninfected subjects.J. Infect. Dis. 1993; 167: 13-20https://doi.org/10.1093/infdis/167.1.13
- JC virus promoter/enhancers contain TATA box-associated Spi-B binding sites that support early viral gene expression in primary astrocytes.J. Gen. Virol. 2012; 93: 651-661
- Cultivation of papova-like virus from human brain with progressive multifocal leukoencephalopathy.Lancet. 1971; 1: 1257-1260https://doi.org/10.1016/S0140-6736(71)91777-6
- Human polyomavirus JC replication and noncoding control region analysis in multiple sclerosis patients under natalizumab treatment.J. Neurovirol. 2015; 21: 653-665https://doi.org/10.1007/s13365-015-0338-y
- John Cunningham virus: an overview on biology and disease of the etiological agent of the progressive multifocal leukoencephalopathy.New Microbiol. 2018; 41: 179-186
- A randomized, placebo-controlled trial of natalizumab for relapsing multiple sclerosis.N. Engl. J, Med. 2006; 354 (https://www.nejm.org › NEJM192802231980115): 899-910
- Efficient propagation of archetype JC polyomavirus in COS-7 cells: evaluation of rearrangements within the NCCR structural organization after transfection.Arch. Virol. 2017; 162: 3745-3752
- COS-7-based model: methodological approach to study John Cunningham virus replication cycle.Virol. J. 2018; 15: 29
- Multiplex qPCR assay for ultra sensitive detection of JCV DNA with simultaneous identification of genotypes that discriminates non-virulent from virulent variants.J. Clin. Virol. 2013; 57: 243-248
- Adaptive mutations in the JC virus protein capsid are associated with progressive multifocal leukoencephalopathy (PML).PLoS Genet. 2009; 5e1000368https://doi.org/10.1371/journal.pgen.1000368
- Treatment of multiple sclerosis – success from bench to bedside.Nat. Rev. Neurol. 2019; 15: 53-58https://doi.org/10.1038/s41582-018-0082-z
- Progressive multifocal leukoencephalopathy after natalizumab therapy for Crohn's disease.N. Engl. J. Med. 2005; 353: 362-368https://doi.org/10.1056/NEJMoa051586
- Regulation of gene expression in primate polyomaviruses.J. Virol. 2009; 83: 10846-10856
- Disease modifying therapies for relapsing multiple sclerosis.BMJ. 2016; 354: i3518https://doi.org/10.1136/bmj.i3518
- Isolation of a possible archetypal JC virus DNA sequence from nonimmunocompromised individuals.J. Virol. 1990; 64: 3139-3143
Article info
Publication history
Identification
Copyright
User license
Creative Commons Attribution – NonCommercial – NoDerivs (CC BY-NC-ND 4.0) |
Permitted
For non-commercial purposes:
- Read, print & download
- Redistribute or republish the final article
- Text & data mine
- Translate the article (private use only, not for distribution)
- Reuse portions or extracts from the article in other works
Not Permitted
- Sell or re-use for commercial purposes
- Distribute translations or adaptations of the article
Elsevier's open access license policy