Abstract
Purpose
The purpose of this retrospective cohort study was to evaluate whether several potentially preventive therapies reduced the rate of oxaliplatin-induced peripheral neuropathy (OIPN) in colorectal cancer patients and to assess the relationship of sociodemographic/clinical factors with OIPN diagnosis.
Methods
Data were obtained from the Surveillance, Epidemiology, and End Results database combined with Medicare claims. Eligible patients were diagnosed with colorectal cancer between 2007 and 2015, ≥ 66 years of age, and treated with oxaliplatin. Two definitions were used to denote diagnosis of OIPN based on diagnosis codes: OIPN 1 (specific definition, drug-induced polyneuropathy) and OIPN 2 (broader definition, additional codes for peripheral neuropathy). Cox regression was used to obtain hazard ratios (HR) with 95% confidence intervals (CI) for the relative rate of OIPN within 2 years of oxaliplatin initiation.
Results
There were 4792 subjects available for analysis. At 2 years, the unadjusted cumulative incidence of OIPN 1 was 13.1% and 27.1% for OIPN 2. For both outcomes, no therapies reduced the rate of OIPN diagnosis. The anticonvulsants gabapentin and oxcarbazepine/carbamazepine were associated with an increased rate of OIPN (both definitions) as were increasing cycles of oxaliplatin. Compared to younger patients, those 75–84 years of age experienced a 15% decreased rate of OIPN. For OIPN 2, prior peripheral neuropathy and moderate/severe liver disease were also associated with an increased hazard rate. For OIPN 1, state buy-in health insurance coverage was associated with a decreased hazard rate.
Conclusion
Additional studies are needed to identify preventive therapeutics for OIPN in cancer patients treated with oxaliplatin.
Similar content being viewed by others
Data availability
The SEER-Medicare data that was utilized in this study may be obtained through a data request to the Division of Cancer Control & Population Sciences at the National Cancer Institute.
Code availability
The relavant statistical software code used in this study is available by request from the corresponding author (RBH).
References
Andre T, Boni C, Mounedji-Boudiaf L, Navarro M, Tabernero J, Hickish T, Topham C, Zaninelli M, Clingan P, Bridgewater J, Tabah-Fisch I, de Gramont A, Multicenter International Study of Oxaliplatin/5-Fluorouracil/Leucovorin in the Adjuvant Treatment of Colon Cancer I (2004) Oxaliplatin, fluorouracil, and leucovorin as adjuvant treatment for colon cancer. N Engl J Med 350:2343–2351
Andre T, Boni C, Navarro M, Tabernero J, Hickish T, Topham C, Bonetti A, Clingan P, Bridgewater J, Rivera F, de Gramont A (2009) Improved overall survival with oxaliplatin, fluorouracil, and leucovorin as adjuvant treatment in stage II or III colon cancer in the MOSAIC trial. J Clin Oncol 27:3109–3116
Jaggi AS, Singh N (2012) Mechanisms in cancer-chemotherapeutic drugs-induced peripheral neuropathy. Toxicology 291:1–9
Stefansson M, Nygren P (2016) Oxaliplatin added to fluoropyrimidine for adjuvant treatment of colorectal cancer is associated with long-term impairment of peripheral nerve sensory function and quality of life. Acta Oncol 55:1227–1235
Weickhardt A, Wells K, Messersmith W (2011) Oxaliplatin-induced neuropathy in colorectal cancer. J Oncol 2011:201593
Mols F, Beijers T, Vreugdenhil G, van de Poll-Franse L (2014) Chemotherapy-induced peripheral neuropathy and its association with quality of life: a systematic review. Support Care Cancer 22:2261–2269
Park SB, Lin CS, Krishnan AV, Goldstein D, Friedlander ML, Kiernan MC (2011) Long-term neuropathy after oxaliplatin treatment: challenging the dictum of reversibility. Oncologist 16:708–716
Park SB, Goldstein D, Lin CS, Krishnan AV, Friedlander ML, Kiernan MC (2009) Acute abnormalities of sensory nerve function associated with oxaliplatin-induced neurotoxicity. J Clin Oncol 27:1243–1249
Kerckhove N, Collin A, Conde S, Chaleteix C, Pezet D, Balayssac D (2017) Long-term effects, pathophysiological mechanisms, and risk factors of chemotherapy-induced peripheral neuropathies: a comprehensive literature review. Front Pharmacol 8:86
Altaf R, Lund Brixen A, Kristensen B, Nielsen SE (2014) Incidence of cold-induced peripheral neuropathy and dose modification of adjuvant oxaliplatin-based chemotherapy for patients with colorectal cancer. Oncology 87:167–172
Argyriou AA, Cavaletti G, Briani C, Velasco R, Bruna J, Campagnolo M, Alberti P, Bergamo F, Cortinovis D, Cazzaniga M, Santos C, Papadimitriou K, Kalofonos HP (2013) Clinical pattern and associations of oxaliplatin acute neurotoxicity: a prospective study in 170 patients with colorectal cancer. Cancer 119:438–444
Boyette-Davis J, Dougherty PM (2011) Protection against oxaliplatin-induced mechanical hyperalgesia and intraepidermal nerve fiber loss by minocycline. Exp Neurol 229:353–357
Hershman DL, Lacchetti C, Dworkin RH, Lavoie Smith EM, Bleeker J, Cavaletti G, Chauhan C, Gavin P, Lavino A, Lustberg MB, Paice J, Schneider B, Smith ML, Smith T, Terstriep S, Wagner-Johnston N, Bak K, Loprinzi CL, American Society of Clinical O (2014) Prevention and management of chemotherapy-induced peripheral neuropathy in survivors of adult cancers: American Society of Clinical Oncology clinical practice guideline. J Clin Oncol 32:1941–1967
Kokotis P, Schmelz M, Kostouros E, Karandreas N, Dimopoulos MA (2016) Oxaliplatin-induced neuropathy: a long-term clinical and neurophysiologic follow-up study. Clin Colorectal Cancer 15:e133-140
Gewandter JS, Fan L, Magnuson A, Mustian K, Peppone L, Heckler C, Hopkins J, Tejani M, Morrow GR, Mohile SG (2013) Falls and functional impairments in cancer survivors with chemotherapy-induced peripheral neuropathy (CIPN): a University of Rochester CCOP study. Support Care Cancer 21:2059–2066
Tofthagen C, Donovan KA, Morgan MA, Shibata D, Yeh Y (2013) Oxaliplatin-induced peripheral neuropathy’s effects on health-related quality of life of colorectal cancer survivors. Support Care Cancer 21:3307–3313
Majithia N, Temkin SM, Ruddy KJ, Beutler AS, Hershman DL, Loprinzi CL (2016) National Cancer Institute-supported chemotherapy-induced peripheral neuropathy trials: outcomes and lessons. Support Care Cancer 24:1439–1447
Chu SH, Lee YJ, Lee ES, Geng Y, Wang XS, Cleeland CS (2015) Current use of drugs affecting the central nervous system for chemotherapy-induced peripheral neuropathy in cancer patients: a systematic review. Support Care Cancer 23:513–524
Alejandro LM, Behrendt CE, Chen K, Openshaw H, Shibata S (2013) Predicting acute and persistent neuropathy associated with oxaliplatin. Am J Clin Oncol 36:331–337
Kim SH, Kim W, Kim JH, Woo MK, Baek JY, Kim SY, Chung SH, Kim HJ (2018) A prospective study of chronic oxaliplatin-induced neuropathy in patients with colon cancer: long-term outcomes and predictors of severe oxaliplatin-induced neuropathy. J Clin Neurol 14:81–89
Stedman MR, Doria-Rose P, Warren JL, Klabunde CN, MariottoA. Comorbidity technical report: the impact of different SEER-Medicare claims–based comorbidity indexes on predicting non-cancer mortality for cancer patients. Obtained from: https://healthcaredelivery.cancer.gov/seermedicare/considerations/comorbidity-report.pdf. Accessed 21 Sept 2020
Gewandter JS, Kleckner AS, Marshall JH, Brown JS, Curtis LH, Bautista J, Dworkin RH, Kleckner IR, Kolb N, Mohile SG, Mustian KM (2020) Chemotherapy-induced peripheral neuropathy (CIPN) and its treatment: an NIH Collaboratory study of claims data. Support Care Cancer 28:2553–2562
Gewandter JS, Marshall J, Brown J, Curtis LH, Dworkin RH, Kleckner I (2018) Identifying chemotherapy-induced peripheral neuropathy (CIPN) and its treatment using claims data: a URCC NCORP and NIH Collaboratory study. J Clin Oncol 36:15_suppl, e18707-e18707
Lamont EB, Herndon JE 2nd, Weeks JC, Henderson IC, Lilenbaum R, Schilsky RL, Christakis NA, Cancer, Leukemia Group B (2008) Measuring clinically significant chemotherapy-related toxicities using Medicare claims from Cancer and Leukemia Group B (CALGB) trial participants. Med Care 46:303–308
Mandelblatt JS, Huang K, Makgoeng SB, Luta G, Song JX, Tallarico M, Roh JM, Munneke JR, Houlston CA, McGuckin ME, Cai L, Clarke Hillyer G, Hershman DL, Neugut AI, Isaacs C, Kushi L (2015) Preliminary development and evaluation of an algorithm to identify breast cancer chemotherapy toxicities using electronic medical records and administrative data. J Oncol Pract 11:e1-8
Raphael MJ, Fischer HD, Fung K, Austin PC, Anderson GM, Booth CM, Singh S (2017) Neurotoxicity outcomes in a population-based cohort of elderly patients treated with adjuvant oxaliplatin for colorectal cancer. Clin Colorectal Cancer 16(397–404):e391
Izgu N, Metin ZG, Karadas C, Ozdemir L, Cetin N, Demirci U (2019) Prevention of chemotherapy-induced peripheral neuropathy with classical massage in breast cancer patients receiving paclitaxel: an assessor-blinded randomized controlled trial. Eur J Oncol Nurs 40:36–43
Hines R, Markossian T, Johnson A, Dong F, Bayakly R (2014) Geographic residency status and census tract socioeconomic status as determinants of colorectal cancer outcomes. Am J Public Health 104:e63-71
Klabunde CN, Potosky AL, Legler JM, Warren JL (2000) Development of a comorbidity index using physician claims data. J Clin Epidemiol 53:1258–1267
Allison PD (2010) Survival analysis using SAS a practical guide, second edition. In: Editor (ed)^(eds) Book Survival analysis using SAS a practical guide, second edition. SAS Press, City
Mihara Y, Egashira N, Sada H, Kawashiri T, Ushio S, Yano T, Ikesue H, Oishi R (2011) Involvement of spinal NR2B-containing NMDA receptors in oxaliplatin-induced mechanical allodynia in rats. Mol Pain 7:8
Park BY, Park SH, Kim WM, Yoon MH, Lee HG (2010) Antinociceptive effect of memantine and morphine on vincristine-induced peripheral neuropathy in rats Korean. J Pain 23:179–185
Salat K, Furgala-Wojas A, Salat R (2021) The microglial activation inhibitor minocycline, used alone and in combination with duloxetine, attenuates pain caused by oxaliplatin in mice. Molecules 26:1–27
Ross JR, Goller K, Hardy J, Riley J, Broadley K, A’Hern R, Williams J (2005) Gabapentin is effective in the treatment of cancer-related neuropathic pain: a prospective, open-label study. J Palliat Med 8:1118–1126
Argyriou AA, Chroni E, Polychronopoulos P, Iconomou G, Koutras A, Makatsoris T, Gerolymos MK, Gourzis P, Assimakopoulos K, Kalofonos HP (2006) Efficacy of oxcarbazepine for prophylaxis against cumulative oxaliplatin-induced neuropathy. Neurology 67:2253–2255
Sekiguchi F, Kawabata A (2021) Role of HMGB1 in chemotherapy-induced peripheral neuropathy. Int J Mol Sci 22:1–18
Tsubota M, Fukuda R, Hayashi Y, Miyazaki T, Ueda S, Yamashita R, Koike N, Sekiguchi F, Wake H, Wakatsuki S, Ujiie Y, Araki T, Nishibori M, Kawabata A (2019) Role of non-macrophage cell-derived HMGB1 in oxaliplatin-induced peripheral neuropathy and its prevention by the thrombin/thrombomodulin system in rodents: negative impact of anticoagulants. J Neuroinflammation 16:199
Tsujita R, Tsubota M, Sekiguchi F, Kawabata A (2021) Role of high-mobility group box 1 and its modulation by thrombomodulin/thrombin axis in neuropathic and inflammatory pain. Br J Pharmacol 178:798–812
Cheng X, Huo J, Wang D, Cai X, Sun X, Lu W, Yang Y, Hu C, Wang X, Cao P (2017) Herbal medicine AC591 prevents oxaliplatin-induced peripheral neuropathy in animal model and cancer patients. Front Pharmacol 8:344
Esfahani A, Somi MH, Ayromlou H, Nikanfar A, Jafarabadi MA, Sadat BE, Ghoreishi Z (2016) The effect of n-3 polyunsaturated fatty acids on incidence and severity of oxaliplatin induced peripheral neuropathy: a randomized controlled trial. Biomark Res 4:13
Liu Y, Zhu G, Han L, Liu J, Ma T, Yu H (2013) Clinical study on the prevention of oxaliplatin-induced neurotoxicity with guilongtongluofang: results of a randomized, double-blind, placebo-controlled trial. Evid Based Complement Alternat Med 2013:541217
Milla P, Airoldi M, Weber G, Drescher A, Jaehde U, Cattel L (2009) Administration of reduced glutathione in FOLFOX4 adjuvant treatment for colorectal cancer: effect on oxaliplatin pharmacokinetics Pt-DNA adduct formation, and neurotoxicity. Anti-Cancer Drugs 20:396–402
Miyamoto T, Domoto R, Sekiguchi F, Kamaguchi R, Nishimura R, Matsuno M, Tsubota M, Fujitani M, Hatanaka S, Koizumi Y, Wang D, Nishibori M, Kawabata A (2022) Development of hepatic impairment aggravates chemotherapy-induced peripheral neuropathy following oxaliplatin treatment: Eeidence from clinical and preclinical studies. J Pharmacol Sci 148:315–325
Pachman DR, Qin R, Seisler DK, Smith EM, Beutler AS, Ta LE, Lafky JM, Wagner-Johnston ND, Ruddy KJ, Dakhil S, Staff NP, Grothey A, Loprinzi CL (2015) Clinical course of oxaliplatin-induced neuropathy: results from the randomized phase III trial N08CB (Alliance). J Clin Oncol 33:3416–3422
Pietrangeli A, Leandri M, Terzoli E, Jandolo B, Garufi C (2006) Persistence of high-dose oxaliplatin-induced neuropathy at long-term follow-up. Eur Neurol 56:13–16
Banach M, Zygulska AL, Krzemieniecki K (2018) Oxaliplatin treatment and peripheral nerve damage in cancer patients: a Polish cohort study. J Cancer Res Ther 14:1010–1013
de Carvalho BM, Kosturakis AK, Eng C, Wendelschafer-Crabb G, Kennedy WR, Simone DA, Wang XS, Cleeland CS, Dougherty PM (2014) A quantitative sensory analysis of peripheral neuropathy in colorectal cancer and its exacerbation by oxaliplatin chemotherapy. Cancer Res 74:5955–5962
Corbacioglu S, Jabbour EJ, Mohty M (2019) Risk factors for development of and progression of hepatic veno-occlusive disease/sinusoidal obstruction syndrome. Biol Blood Marrow Tr 25:1271–1280
Rubbia-Brandt L, Audard V, Sartoretti P, Roth AD, Brezault C, Le Charpentier M, Dousset B, Morel P, Soubrane O, Chaussade S, Mentha G, Terris B (2004) Severe hepatic sinusoidal obstruction associated with oxaliplatin-based chemotherapy in patients with metastatic colorectal cancer. Ann Oncol 15:460–466
Zhu C, Ren X, Liu D, Zhang C (2021) Oxaliplatin-induced hepatic sinusoidal obstruction syndrome. Toxicology 460:152882
Hsu SY, Huang WS, Lee SH, Chu TP, Lin YC, Lu CH, Beaton RD, Jane SW (2019) Incidence, severity, longitudinal trends and predictors of acute and chronic oxaliplatin-induced peripheral neuropathy in Taiwanese patients with colorectal cancer. European J Cancer Care 28:e12976
Vincenzi B, Frezza AM, Schiavon G, Spoto C, Silvestris N, Addeo R, Catalano V, Graziano F, Santini D, Tonini G (2013) Identification of clinical predictive factors of oxaliplatin-induced chronic peripheral neuropathy in colorectal cancer patients treated with adjuvant Folfox IV. Support Care Cancer 21:1313–1319
Ghabowen IK, Bhandari N (2021) Concordance and patient-centered care in Medicaid enrollees’ care experience with providers. J Patient Exp 8:23743735211034028
Parikh-Patel A, Morris CR, Kizer KW (2017) Disparities in quality of cancer care: the role of health insurance and population demographics. Medicine (Baltimore) 96:e9125
Acknowledgements
This study was funded by the National Cancer Institute (1 R03 CA241788-01A1). This study used the linked SEER-Medicare database. The interpretation and reporting of these data are the sole responsibility of the authors. The authors acknowledge the efforts of the National Cancer Institute; Information Management Services (IMS), Inc.; and the Surveillance, Epidemiology, and End Results (SEER) Program tumor registries in the creation of the SEER-Medicare database. The collection of cancer incidence data used in this study was supported by the California Department of Public Health pursuant to California Health and Safety Code Section 103885; Centers for Disease Control and Prevention’s (CDC) National Program of Cancer Registries, under cooperative agreement 1NU58DP007156; the National Cancer Institute’s Surveillance, Epidemiology, and End Results Program under contract HHSN261201800032I awarded to the University of California, San Francisco, contract HHSN261201800015I awarded to the University of Southern California, and contract HHSN261201800009I awarded to the Public Health Institute. The ideas and opinions expressed herein are those of the author(s) and do not necessarily reflect the opinions of the State of California, Department of Public Health, the National Cancer Institute, and the Centers for Disease Control and Prevention or their Contractors and Subcontractors.
Funding
This work was supported by a research grant from the National Cancer Institute (1R03CA241788-01A1).
Author information
Authors and Affiliations
Contributions
Robert B. Hines: conceptualization, funding acquisition, methodology, formal analysis, and writing.
Christopher Schoborg: data curation, formal analysis, and writing.
Timothy Sumner: data curation, formal analysis, and writing.
Xiang Zhu: data curation, formal analysis, and writing.
Elizabeth A. Elgin: clinical knowledge and writing.
Shunpu Zhang: methodology, study design, and writing.
Corresponding author
Ethics declarations
Ethics approval
As this was an observational study of a limited data set without any direct identifiers, this study was deemed exempt from institutional board review by the IRB at the University of Central Florida.
Consent to participate
This study was deemed exempt from IRB review. Thus, the requirement for informed consent requirement was waived.
Consent for publication
NA.
Competing interests
The authors declare no competing interests.
Additional information
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Hines, R.B., Schoborg, C., Sumner, T. et al. The association between sociodemographic, clinical, and potentially preventive therapies with oxaliplatin-induced peripheral neuropathy in colorectal cancer patients. Support Care Cancer 31, 386 (2023). https://doi.org/10.1007/s00520-023-07850-z
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s00520-023-07850-z