Responder analysis for neuropathic impairment and quality-of-life assessment in patients with hereditary transthyretin amyloidosis with polyneuropathy in the NEURO-TTR study
Aaron Yarlas, Andrew Lovley, Duncan Brown, Mark Kosinski, Montserrat Vera-Llonch, Aaron Yarlas, Andrew Lovley, Duncan Brown, Mark Kosinski, Montserrat Vera-Llonch
Abstract
Objective: Hereditary transthyretin amyloidosis with polyneuropathy (ATTRv-PN) is a rare disease characterized by rapid neuropathic progression. In pivotal studies of gene-silencing treatments, the modified Neuropathy Impairment Score + 7 tests (mNIS + 7) and Norfolk-Quality of Life (QOL)-Diabetic Neuropathy (DN) questionnaire assessed treatment impact on neuropathic progression. Establishing responder definition (RD) thresholds for these measures would enable evaluation of clinically meaningful treatment benefit.
Methods: mNIS + 7 and Norfolk-QOL-DN were administered at baseline and week 65 to 165 adults with ATTRv-PN receiving inotersen (n = 106) or placebo (n = 59) in the NEURO-TTR study. Anchor-based approaches for estimating RD thresholds were used for Norfolk QOL-DN, while distribution-based approaches were used for both measures. Responders were patients with a score change < RD, indicating improvement or stabilization (i.e., no clinically meaningful progression). Odds ratios (ORs) and Fisher's exact tests compared proportions of responders by treatment.
Results: The mean RD estimates were 12.2 points and 8.8 points for mNIS + 7 and Norfolk QOL-DN, respectively. The proportions of patients whose change in score indicated improvement or stabilization were statistically significantly larger for inotersen than placebo for all estimated RD thresholds for mNIS + 7 (64-86% responders for inotersen vs. 27-46% for placebo, ORs = 3.8-7.2, ps < 0.001) and Norfolk QOL-DN (66-81% vs. 35-56%, ORs = 2.4-3.6, ps < 0.05).
Discussion: Establishing RD thresholds for these instruments enables evaluation of clinically relevant and individual-level treatment benefit on neuropathic progression. Across RDs estimated using multiple methods, a higher proportion of patients receiving inotersen than placebo showed improved or stabilized neuropathic progression at week 65.
Trial registration: ClinicalTrials.gov Identifier: NCT01737398; Date of registration: November 29, 2012.
Keywords: Clinically meaningful change; Hereditary transthyretin amyloidosis with polyneuropathy; Neuropathy; Responder analysis; Responder definition.
Conflict of interest statement
AY, AL, and MK are employees of QualityMetric, which received payment from Akcea Therapeutics, a subsidiary of Ionis Pharmaceuticals, to conduct these analyses and develop this manuscript. DB and MVL are employees of and own stock in Akcea Therapeutics, a subsidiary of Ionis Pharmaceuticals Inc.
© 2021. The Author(s).
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References
- Ando Y, Coelho T, Berk JL, et al. Guideline of transthyretin-related hereditary amyloidosis for clinicians. Orphanet J Rare Dis. 2013;8:1–18. doi: 10.1186/1750-1172-8-31.
- Hawkins PN, Ando Y, Dispenzeri A, et al. Evolving landscape in the management of transthyretin amyloidosis. Ann Med. 2015;47:625–638. doi: 10.3109/07853890.2015.1068949.
- Rowczenio DM, Noor I, Gillmore JD, et al. Online registry for mutations in hereditary amyloidosis including nomenclature recommendations. Hum Mutat. 2014;35:E2403–E2412. doi: 10.1002/humu.22619.
- Sekijima Y. Transthyretin (ATTR) amyloidosis: clinical spectrum, molecular pathogenesis and disease-modifying treatments. J Neurol Neurosurg Psychiatry. 2015;86:1036–1043. doi: 10.1136/jnnp-2014-308724.
- Gertz MA. Hereditary ATTR amyloidosis: burden of illness and diagnostic challenges. Am J Manag Care. 2017;23:S107–S112.
- Planté-Bordeneuve V, Said G. Familial amyloid polyneuropathy. Lancet Neurol. 2011;10:1086–1097. doi: 10.1016/S1474-4422(11)70246-0.
- Lovley A, Raymond K, Guthrie SD, et al. Patient-reported burden of hereditary transthyretin amyloidosis on functioning and well-being. J Patient-Rep Outcomes. 2021;5:3. doi: 10.1186/s41687-020-00273-y.
- Stewart M, Shaffer S, Murphy B, et al. Characterizing the high disease burden of transthyretin amyloidosis for patients and caregivers. Neurol Ther. 2018 doi: 10.1007/s40120-018-0106-z.
- Yarlas A, Gertz MA, Dasgupta NR, et al. Burden of hereditary transthyretin amyloidosis on quality of life. Muscle Nerve. 2019;60:169–175. doi: 10.1002/mus.26515.
- Coelho T, Vinik A, Vinik EJ, et al. Clinical measures in transthyretin familial amyloid polyneuropathy. Muscle Nerve. 2017;55:323–332. doi: 10.1002/mus.25257.
- Inês M, Coelho T, Conceição I, et al. Health-related quality of life in hereditary transthyretin amyloidosis polyneuropathy: a prospective, observational study. Orphanet J Rare Dis. 2020;15:67. doi: 10.1186/s13023-020-1340-x.
- Benson MD, Waddington-Cruz M, Berk JL, et al. Inotersen treatment for patients with hereditary transthyretin amyloidosis. N Engl J Med. 2018;379:22–31. doi: 10.1056/NEJMoa1716793.
- Adams D, Gonzalez-Duarte A, O’Riordan WD, et al. Patisiran, an RNAi therapeutic, for hereditary transthyretin amyloidosis. N Engl J Med. 2018;379:11–21. doi: 10.1056/NEJMoa1716153.
- Lasser K, Hoch JS, Mickle K et al. (2018) Inotersen and patisiran for hereditary transthyretin amyloidosis: effectiveness and value. Final evidence report. . Published 4 Oct 2018
- Mickle K, Lasser KE, Hoch JS, et al. The effectiveness and value of patisiran and inotersen for hereditary transthyretin amyloidosis. J Manag Care Spec Pharm. 2019;25:10–15. doi: 10.18553/jmcp.2019.25.1.010.
- Jaeschke R, Singer J, Guyatt GH. Measurement of health status. Ascertaining the minimal clinically important difference. Control Clin Trials. 1989;10:407–415. doi: 10.1016/0197-2456(89)90005-6.
- Hays RD, Woolley JM. The concept of clinically meaningful difference in health-related quality-of-life research. How meaningful is it? Pharmacoeconomics. 2000;18:419–423. doi: 10.2165/00019053-200018050-00001.
- Lin X, Yarlas A, Vera-Llonch M, et al. Rate of neuropathic progression in hereditary transthyretin amyloidosis with polyneuropathy and other peripheral neuropathies: a systematic review and meta-analysis. BMC Neurol. 2021;21:70. doi: 10.1186/s12883-021-02094-y.
- Luigetti M, Romano A, Di Paolantonio A, et al. Diagnosis and treatment of hereditary transthyretin amyloidosis (hATTR) polyneuropathy: current perspectives on improving patient Care. Ther Clin Risk Manag. 2020;16:109–123. doi: 10.2147/TCRM.S219979.
- Coutinho P, Martins da Silva A, Lopes Lima J, et al. Forty years of experience with type 1 amyloid neuropathy. Review of 483 cases. In: Glenner G, Costa P, de Freitas A, et al., editors. Amyloid and amyloidosis. Amsterdam: Execerpta Medica; 1980. pp. 88–98.
- Dyck PJ, Kincaid JC, Dyck P, et al. Assessing mNIS + 7 Ionis and international neurologists' proficiency in a familial amyloidotic polyneuropathy trial. Muscle Nerve. 2017;56:901–911. doi: 10.1002/mus.25563.
- Suanprasert N, Berk JL, Benson MD, et al. Retrospective study of a TTR FAP cohort to modify NIS + 7 for therapeutic trials. J Neurol Sci. 2014;344:121–128. doi: 10.1016/j.jns.2014.06.041.
- Vinik EJ, Hayes RP, Oglesby A, et al. The development and validation of the Norfolk QOL-DN, a new measure of patients' perception of the effects of diabetes and diabetic neuropathy. Diabetes Technol Ther. 2005;7:497–508. doi: 10.1089/dia.2005.7.497.
- Vinik EJ, Vinik AI, Paulson JF, et al. Norfolk QOL-DN: validation of a patient reported outcome measure in transthyretin familial amyloid polyneuropathy. J Peripher Nerv Syst. 2014;19:104–114. doi: 10.1111/jns5.12059.
- Revicki D, Hays RD, Cella D, et al. Recommended methods for determining responsiveness and minimally important differences for patient-reported outcomes. J Clin Epidemiol. 2008;61:102–109. doi: 10.1016/j.jclinepi.2007.03.012.
- Maruish ME. User's manual for the SF-36v2 health survey. 3. QualityMetric Incorporated; 2011.
- Unal I. Defining an optimal cut-point value in ROC analysis: an alternative approach. Comput Math Methods Med. 2017;2017:3762651. doi: 10.1155/2017/3762651.
- Cohen J. Statistical power analysis for the behavioral sciences. 2. Hillsdale: Lawrence Erlbaum Associates; 1998.
- Norman GR, Sloan JA, Wyrwich KW. Interpretation of changes in health-related quality of life: the remarkable universality of half a standard deviation. Med Care. 2003;41:582–592. doi: 10.1097/01.MLR.0000062554.74615.4C.
- Norman GR, Sloan JA, Wyrwich KW. The truly remarkable universality of half a standard deviation: confirmation through another look. Expert Rev Pharmacoecon Outcomes Res. 2004;4:581–585. doi: 10.1586/14737167.4.5.581.
- Wyrwich KW, Nienaber NA, Tierney WM, et al. Linking clinical relevance and statistical significance in evaluating intra-individual changes in health-related quality of life. Med Care. 1999;37:469–478. doi: 10.1097/00005650-199905000-00006.
- Wyrwich KW, Tierney WM, Wolinsky FD. Further evidence supporting an SEM-based criterion for identifying meaningful intra-individual changes in health-related quality of life. J Clin Epidemiol. 1999;52:861–873. doi: 10.1016/S0895-4356(99)00071-2.
- Shrout PE, Fleiss JL. Intraclass correlations: uses in assessing rater reliability. Psychol Bull. 1979;86:420–428. doi: 10.1037//0033-2909.86.2.420.
- Koo TK, Li MY. A guideline of selecting and reporting intraclass correlation coefficients for reliability research. J Chiropr Med. 2016;15:155–163. doi: 10.1016/j.jcm.2016.02.012.
- Coelho T, Maia LF, da Silva M, Ana,, et al. Tafamidis for transthyretin familial amyloid polyneuropathy: a randomized, controlled trial. Neurology. 2012;79:785–792. doi: 10.1212/WNL.0b013e3182661eb1.
- Asbury AK, Porte D. Proceedings of a consensus development conference on standardized measures in diabetic neuropathy. Neurology. 1992;42:1823. doi: 10.1212/WNL.42.9.1823.
- Dyck PJ, Davies JL, Litchy WJ, et al. Longitudinal assessment of diabetic polyneuropathy using a composite score in the Rochester Diabetic Neuropathy Study cohort. Neurology. 1997;49:229–239. doi: 10.1212/wnl.49.1.229.
- Guyatt GH, Osoba D, Wu AW, et al. Methods to explain the clinical significance of health status measures. Mayo Clin Proc. 2002;77:371–383. doi: 10.4065/77.4.371.
- Yost KJ, Eton DT. Combining distribution- and anchor-based approaches to determine minimally important differences: the FACIT experience. Eval Health Prof. 2005;28:172–191. doi: 10.1177/0163278705275340.
- Terwee CB, Roorda LD, Dekker J, et al. Mind the MIC: large variation among populations and methods. J Clin Epidemiol. 2010;63:524–534. doi: 10.1016/j.jclinepi.2009.08.010.
- Wyrwich KW, Norquist JM, Lenderking WR, et al. Methods for interpreting change over time in patient-reported outcome measures. Qual Life Res. 2013;22:475–483. doi: 10.1007/s11136-012-0175-x.
- U.S. Food and Drug Administration (2009) Guidance for industry, patient-reported outcome measures: use in medical product development to support labeling claims. Available from: . Accessed 3 Jan 2021
- Crosby RD, Kolotkin RL, Williams G. Defining clinically meaningful change in health-related quality of life. J Clin Epidemiol. 2003;56:395–407. doi: 10.1016/s0895-4356(03)00044-1.
- Stratford PW, Binkley JM, Riddle DL, et al. Sensitivity to change of the Roland–Morris Back Pain Questionnaire: part 1. Phys Ther. 1998;78:1186–1196. doi: 10.1093/ptj/78.11.1186.
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