Abstract
Background
The phenotype of Parkinson’s disease (PD) is variable with mutations in genes such as LRRK2 and GBA explaining part of this heterogeneity. Additional genetic and environmental factors contribute to disease variability.
Objective
To assess the association between biochemical markers, PD severity and probability score for prodromal PD, among GBA and LRRK2 mutation carriers.
Methods
Levels of uric acid, vitamin D, C-reactive protein, microalbumin/creatinine ratio (ACR), white blood count (WBC), hemoglobin, platelets, neutrophil/lymphocyte ratio and estimated glomerular filtration rate (eGFR) were assessed from patients with PD and non-manifesting carriers (NMC) of mutations in GBA and LRRK2, together with disease related questionnaires enabling the construction of the MDS prodromal probability score.
Result
A total of 241 patients with PD: 105 idiopathic PD (iPD), 49 LRRK2-PD and 87 GBA-PD and 412 non-manifesting subjects; 74 LRRK2-NMC, 118 GBA-NMC and 220 non-manifesting non-carriers (NMNC), participated in this study. No significant differences in biochemical measures were detected among patients with PD or non-manifesting carriers. Among GBA-PD patients, worse motor performance was associated with ACR (B = 4.68, 95% CI (1.779–7.559); p = 0.002). The probability score for prodromal PD among all non-manifesting participants was associated with eGFR; NMNC (B = − 0.531 95% CI (− 0.879 to − 0.182); p < 0.001, LRRK2-NMC (B = − 1.014 95% CI (− 1.663 to − 0.366); p < 0.001) and GBA-NMC (B = − 0.686 95% CI (1.300 to − 0.071); p = 0.029).
Conclusion
Sub-clinical renal impairment is associated with increased likelihood for prodromal PD regardless of genetic status. While the mechanism behind this finding needs further elucidation, it suggests that kidney function might play a role in PD pathogenesis.
Similar content being viewed by others
Data availability
As this is an industry funded work, anonymized data will be made available with Biogens’ consent.
References
Gan-Or Z, Bar-Shira A, Mirelman A, Gurevich T, Kedmi M, Giladi N, Orr-Urtreger A (2010) LRRK2 and GBA mutations differentially affect the initial presentation of Parkinson disease. Neurogenetics 11(1):121–125. https://doi.org/10.1007/s10048-009-0198-9
Kozlovski T, Mitelpunkt A, Thaler A, Gurevich T, Orr-Urtreger A, Gana-Weisz M, Shachar N, Galili T, Marcus-Kalish M, Bressman S, Marder K, Giladi N, Benjamini Y, Mirelman A (2019) Hierarchical data-driven analysis of clinical symptoms among patients with Parkinson’s Disease. Front Neurol 10:531
Trinh J, Guella I, Farrer MJ (2014) Disease penetrance of late-onset parkinsonism: a meta-analysis. JAMA Neurol 71:1535–1539
Lawton M, Baig F, Toulson G, Morovat A, Evetts SG, Ben-Shlomo Y, Hu MT (2020) Blood biomarkers with Parkinson’s disease clusters and prognosis: the oxford discovery cohort. Mov Disord 35:279–287
Ding H, Dhima K, Lockhart KC, Locascio JJ, Hoesing AN, Duong K, Trisini-Lipsanopoulos A, Hayes MT, Sohur US, Wills AM, Mollenhauer B, Flaherty AW, Hung AY, Mejia N, Khurana V, Gomperts SN, Selkoe DJ, Schwarzschild MA, Schlossmacher MG, Hyman BT, Sudarsky LR, Growdon JH, Scherzer CR (2013) Unrecognized vitamin D3 deficiency is common in Parkinson disease: Harvard Biomarker Study. Neurology 81:1531–1537
Heinzel S, Berg D, Gasser T, Chen H, Yao C, Postuma RB, Disease MDSTFotDoPs (2019) Update of the MDS research criteria for prodromal Parkinson’s disease. Mov Disord 34:1464–1470
Hirsch EC, Vyas S, Hunot S (2012) Neuroinflammation in Parkinson’s disease. Parkinsonism Relat Disord 18(Suppl 1):S210-212
Shah N, Parikh V, Patel N, Patel N, Badheka A, Deshmukh A, Rathod A, Lafferty J (2014) Neutrophil lymphocyte ratio significantly improves the Framingham risk score in prediction of coronary heart disease mortality: insights from the National Health and Nutrition Examination Survey-III. Int J Cardiol 171:390–397
Nam GE, Kim NH, Han K, Choi KM, Chung HS, Kim JW, Han B, Cho SJ, Jung SJ, Yu JH, Park YG, Kim SM (2019) Chronic renal dysfunction, proteinuria, and risk of Parkinson’s disease in the elderly. Mov Disord 34:1184–1191
Zimran A, Altarescu G, Rudensky B, Abrahamov A, Elstein D (2005) Survey of hematological aspects of Gaucher disease. Hematology 10:151–156
Thaler A, Gurevich T, Bar Shira A, Gana Weisz M, Ash E, Shiner T, Orr-Urtreger A, Giladi N, Mirelman A (2017) A “dose” effect of mutations in the GBA gene on Parkinson’s disease phenotype. Parkinsonism Relat Disord 36:47–51
Dzamko N, Geczy CL, Halliday GM (2015) Inflammation is genetically implicated in Parkinson’s disease. Neuroscience 302:89–102
Thaler A, Bregman N, Gurevich T, Shiner T, Dror Y, Zmira O, Gan-Or Z, Bar-Shira A, Gana-Weisz M, Orr-Urtreger A, Giladi N, Mirelman A (2018) Parkinson's disease phenotype is influenced by the severity of the mutations in the GBA gene. Parkinsonism Relat Disord 55:45–49. https://doi.org/10.1016/j.parkreldis.2018.05.009
Goldstein O, Gana-Weisz M, Cohen-Avinoam D, Shiner T, Thaler A, Cedarbaum JM, John S, Lalioti M, Gurevich T, Bar-Shira A, Mirelman A, Giladi N, Orr-Urtreger A (2019) Revisiting the non-Gaucher-GBA-E326K carrier state: is it sufficient to increase Parkinson's disease risk? Mol Genet Metab 128(4):470–475. https://doi.org/10.1016/j.ymgme.2019.10.001
Goetz CG, Tilley BC, Shaftman SR, Stebbins GT, Fahn S, Martinez-Martin P, Poewe W, Sampaio C, Stern MB, Dodel R, Dubois B, Holloway R, Jankovic J, Kulisevsky J, Lang AE, Lees A, Leurgans S, LeWitt PA, Nyenhuis D, Olanow CW, Rascol O, Schrag A, Teresi JA, van Hilten JJ, LaPelle N, Movement Disorder Society URTF (2008) Movement Disorder Society-sponsored revision of the Unified Parkinson’s Disease Rating Scale (MDS-UPDRS): scale presentation and clinimetric testing results. Mov Disord 23:2129–2170
Storch A, Schneider CB, Klingelhofer L, Odin P, Fuchs G, Jost WH, Martinez-Martin P, Koch R, Reichmann H, Chaudhuri KR, NoMoFlu PDsg, Ebersbach G (2015) Quantitative assessment of non-motor fluctuations in Parkinson’s disease using the Non-Motor Symptoms Scale (NMSS). J Neural Transm (Vienna) 122:1673–1684
Madero M, Sarnak MJ (2011) Creatinine-based formulae for estimating glomerular filtration rate: is it time to change to chronic kidney disease epidemiology collaboration equation? Curr Opin Nephrol Hypertens 20:622–630
Mosteller RD (1987) Simplified calculation of body-surface area. N Engl J Med 317:1098
Keane WF, Eknoyan G (1999) Proteinuria, albuminuria, risk, assessment, detection, elimination (PARADE): a position paper of the National Kidney Foundation. Am J Kidney Dis 33:1004–1010
Oh YS, Kim JS, Park HE, Song IU, Park JW, Yang DW, Son BC, Lee SH, Lee KS (2016) Association between urine protein/creatinine ratio and cognitive dysfunction in Lewy body disorders. J Neurol Sci 362:258–262
Currie G, Delles C (2013) Proteinuria and its relation to cardiovascular disease. Int J Nephrol Renovasc Dis 7:13–24
Raj DS, Dominic EA, Pai A, Osman F, Morgan M, Pickett G, Shah VO, Ferrando A, Moseley P (2005) Skeletal muscle, cytokines, and oxidative stress in end-stage renal disease. Kidney Int 68:2338–2344
Del Tredici K, Braak H (2012) Lewy pathology and neurodegeneration in premotor Parkinson’s disease. Mov Disord 27:597–607
Azab B, Camacho-Rivera M, Taioli E (2014) Average values and racial differences of neutrophil lymphocyte ratio among a nationally representative sample of United States subjects. PLoS ONE 9:e112361
de Lau LM, Breteler MM (2006) Epidemiology of Parkinson’s disease. Lancet Neurol 5:525–535
Luo X, Ou R, Dutta R, Tian Y, Xiong H, Shang H (2018) Association between serum vitamin D levels and Parkinson’s disease: a systematic review and meta-analysis. Front Neurol 9:909
Hu W, Wang L, Chen B, Wang X (2020) Vitamin D receptor rs2228570 polymorphism and Parkinson’s disease risk in a Chinese population. Neurosci Lett 717:134722
Deng Q, Zhou X, Chen J, Pan M, Gao H, Zhou J, Wang D, Chen Q, Zhang X, Wang Q, Xu Y (2017) Lower hemoglobin levels in patients with Parkinson’s disease are associated with disease severity and iron metabolism. Brain Res 1655:145–151
Guidi GC, Lechi Santonastaso C (2010) Advancements in anemias related to chronic conditions. Clin Chem Lab Med 48:1217–1226
Dzamko N, Rowe DB, Halliday GM (2016) Increased peripheral inflammation in asymptomatic leucine-rich repeat kinase 2 mutation carriers. Mov Disord 31:889–897
Ascherio A, Schwarzschild MA (2016) The epidemiology of Parkinson’s disease: risk factors and prevention. Lancet Neurol 15:1257–1272
Bakshi R, Macklin EA, Logan R, Zorlu MM, Xia N, Crotty GF, Zhang E, Chen X, Ascherio A, Schwarzschild MA (2019) Higher urate in LRRK2 mutation carriers resistant to Parkinson disease. Ann Neurol 85:593–599
Schwarzschild MA, Macklin EA, Bakshi R, Battacharyya S, Logan R, Espay AJ, Hung AY, Bwala G, Goetz CG, Russell DS, Goudreau JL, Parashos SA, Saint-Hilaire MH, Rudolph A, Hare JM, Curhan GC, Ascherio A, Parkinson Study Group S-PDI (2019) Sex differences by design and outcome in the Safety of Urate Elevation in PD (SURE-PD) trial. Neurology 93:e1328–e1338
Price CP, Newall RG, Boyd JC (2005) Use of protein:creatinine ratio measurements on random urine samples for prediction of significant proteinuria: a systematic review. Clin Chem 51:1577–1586
Thaler A, Shenhar-Tsarfaty S, Shaked Y, Gurevich T, Omer N, Bar-Shira A, Gana-Weisz M, Goldstein O, Kestenbaum M, Cedarbaum JM, Orr-Urtreger A, Giladi N, Mirelman A (2020) Metabolic syndrome does not influence the phenotype of LRRK2 and GBA related Parkinson’s disease. Sci Rep 10:9329
Gan-Or Z, Amshalom I, Kilarski LL, Bar-Shira A, Gana-Weisz M, Mirelman A, Marder K, Bressman S, Giladi N, Orr-Urtreger A (2015) Differential effects of severe vs mild GBA mutations on Parkinson disease. Neurology 84:880–887
McNeill A, Duran R, Proukakis C, Bras J, Hughes D, Mehta A, Hardy J, Wood NW, Schapira AH (2012) Hyposmia and cognitive impairment in Gaucher disease patients and carriers. Mov Disord 27:526–532
Simuni T, Uribe L, Cho HR, Caspell-Garcia C, Coffey CS, Siderowf A, Trojanowski JQ, Shaw LM, Seibyl J, Singleton A, Toga AW, Galasko D, Foroud T, Tosun D, Poston K, Weintraub D, Mollenhauer B, Tanner CM, Kieburtz K, Chahine LM, Reimer A, Hutten SJ, Bressman S, Marek K, Investigators P (2020) Clinical and dopamine transporter imaging characteristics of non-manifest LRRK2 and GBA mutation carriers in the Parkinson’s Progression Markers Initiative (PPMI): a cross-sectional study. Lancet Neurol 19:71–80
Funding
This work was funded by Biogen.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflicts of interest
All authors declare that they have no conflict of interest.
Ethics approval
This work was approved by the Tel-Aviv Medical Center IRB.
Consent of participants
All participants signed an informed consent prior to being recruited to this study.
Consent for publication
All authors have read and approved this manuscript.
Rights and permissions
About this article
Cite this article
Thaler, A., Omer, N., Giladi, N. et al. Biochemical markers for severity and risk in GBA and LRRK2 Parkinson’s disease. J Neurol 268, 1517–1525 (2021). https://doi.org/10.1007/s00415-020-10325-4
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00415-020-10325-4