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August 23, 2022; 99 (8) Research Articles

Association of Olfactory Performance With Motor Decline and Age at Onset in People With Parkinson Disease and the LRRK2 G2019S Variant

Rachel Saunders-Pullman, Roberto Angel Ortega, Cuiling Wang, Deborah Raymond, Sonya Elango, Katherine Leaver, Nikita Urval, Viktoriya Katsnelson, Rachel Gerber, Matthew Swan, Vicki Shanker, View ORCID ProfileRoy N. Alcalay, Anat Mirelman, View ORCID ProfileMichael C. Brumm, Helen Mejia-Santana, Christopher S. Coffey, Kenneth Marek, Laurie J. Ozelius, Nir Giladi, Karen S. Marder, Susan B. Bressman
First published June 3, 2022, DOI: https://doi.org/10.1212/WNL.0000000000200737
Rachel Saunders-Pullman
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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Roberto Angel Ortega
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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Cuiling Wang
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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Deborah Raymond
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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Sonya Elango
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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Katherine Leaver
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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Nikita Urval
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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Viktoriya Katsnelson
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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Rachel Gerber
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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Matthew Swan
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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Vicki Shanker
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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Roy N. Alcalay
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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  • ORCID record for Roy N. Alcalay
Anat Mirelman
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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Michael C. Brumm
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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Helen Mejia-Santana
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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Christopher S. Coffey
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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Kenneth Marek
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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Laurie J. Ozelius
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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Nir Giladi
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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Karen S. Marder
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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Susan B. Bressman
From the Department of Neurology (R.S.-P., R.A.O., D.R., S.E., K.L., N.U., V.K., R.G., M.S., V.S., S.B.B.), Mount Sinai Beth Israel; Albert Einstein College of Medicine (C.W.), Bronx, NY; Department of Neurology (R.N.A., H.M.-S., K.S.M.), Columbia University Irving Medical Center, New York; Neurological Institute (A.M., N.G.), Tel Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neurosciences, Tel Aviv University, Israel; University of Iowa Carver College of Medicine (M.C.B., C.S.C.), and Biostatistics (M.C.B., C.S.C.), University of Iowa, Iowa City; Department of Neurology (K.M.), Institute for Neurodegenerative Disorders, New Haven, CT; and Department of Genetics (L.J.O.), Massachusetts General Hospital, Boston.
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Citation
Association of Olfactory Performance With Motor Decline and Age at Onset in People With Parkinson Disease and the LRRK2 G2019S Variant
Rachel Saunders-Pullman, Roberto Angel Ortega, Cuiling Wang, Deborah Raymond, Sonya Elango, Katherine Leaver, Nikita Urval, Viktoriya Katsnelson, Rachel Gerber, Matthew Swan, Vicki Shanker, Roy N. Alcalay, Anat Mirelman, Michael C. Brumm, Helen Mejia-Santana, Christopher S. Coffey, Kenneth Marek, Laurie J. Ozelius, Nir Giladi, Karen S. Marder, Susan B. Bressman
Neurology Aug 2022, 99 (8) e814-e823; DOI: 10.1212/WNL.0000000000200737

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Abstract

Background and Objectives There is clinical and phenotypic heterogeneity in LRRK2 G2019S Parkinson disease (PD), including loss of smell. Olfactory scores have defined subgroups of LRRK2 PD at baseline. We now extend this work longitudinally to better determine features associated with olfactory classes and to gain further insight into this heterogeneity.

Methods Evaluation of 162 patients with LRRK2 PD and 198 patients with idiopathic PD (IPD) from the LRRK2 Ashkenazi Jewish Consortium was performed, with follow-up available for 92 patients with LRRK2 PD and 74 patients with IPD. Olfaction (University of Pennsylvania Smell Identification Test [UPSIT]), motor function (Unified Parkinson Disease Rating Scale), and cognition (Montreal Cognitive Assessment), as well as sleep, nonmotor, and mood, were measured. Gaussian mixture models were applied on the UPSIT percentile score to determine subgroups based on olfactory performance. Linear mixed effects models, using PD duration as the time scale, assessed the relationship between UPSIT subgroup membership and motor/cognitive change.

Results Baseline olfaction was better in LRRK2 PD compared with IPD (mean UPSIT ± SD: 24.2 ± 8.8 vs 18.9 ± 7.6), with higher mean percentile scores (difference: 15.3 ± 11.6) (p < 0.001) and less frequent hyposmia (55.6% vs 85.4%; p < 0.001). Analysis suggested 3 classes among LRRK2 PD. Age at onset in LRRK2 PD was earlier in the worst olfaction group (group 1), compared with groups 2 and 3 (54.5 ± 11.1 vs 61.7 ± 9.3) (p = 0.012), and separately in the hyposmic group overall (55.0 ± 11.3 vs 61.7 ± 9.1) (p < 0.001). Longitudinal motor deterioration in LRRK2 PD was also significantly faster in the worst UPSIT group than the best UPSIT group (group 3 vs group 1: B = 0.31, SE = 0.35 vs B = 0.96, SE = 0.28) (rate difference = −0.65, SE = 0.29) (p = 0.03). However, olfactory group membership was not significantly associated with cognitive decline.

Discussion In this large LRRK2 cohort with longitudinal analysis, we extend prior work demonstrating subgroups defined by olfaction in LRRK2 G2019S PD and show that the worst olfaction group has earlier age at PD onset and more rapid motor decline. This supports a subgroup of LRRK2 PD that might show more rapid change in a clinical trial of LRRK2-related agents and highlights the need to integrate careful phenotyping into allocation schema in clinical trials of LRRK2-related agents.

Classification of Evidence This study provides Class II evidence that worse olfactory scores were associated with an earlier age at symptomatic onset and a faster rate of motor deterioration in patients with LRRK2 PD.

Glossary

AJ=
Ashkenazi Jewish;
CUIMC=
Columbia University Irving Medical Center;
IPD=
idiopathic PD;
MoCA=
Montreal Cognitive Assessment;
MSBI=
Mount Sinai Beth Israel;
PARS=
Parkinson Associated Risk Syndrome;
PD=
Parkinson disease;
PPMI=
Parkinson's Progression Markers Initiative;
RT-QuIC=
real-time quaking-induced conversion assay;
UPDRS=
Unified Parkinson Disease Rating Scale;
UPSIT=
University of Pennsylvania Smell Identification Test

Footnotes

  • Go to Neurology.org/N for full disclosures. Funding information and disclosures deemed relevant by the authors, if any, are provided at the end of the article.

  • Submitted and externally peer reviewed. The handling editor was Peter Hedera, MD, PhD.

  • Class of Evidence NPub.org/coe

  • Received August 26, 2021.
  • Accepted in final form March 30, 2022.
  • © 2022 American Academy of Neurology
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