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Bortezomib induced peripheral neuropathy and single nucleotide polymorphisms in PKNOX1
Biomarker Research volume 11, Article number: 52 (2023)
We analyzed single nucleotide polymorphisms (SNPs) in PKNOX1 (rs2839629) and in the intergenic region between PKNOX1 and CBS (rs915854) by Sanger sequencing in 88 patients with multiple myeloma treated with bortezomib. All patients (n = 13) harboring a homozygous mutation in PKNOX1 (rs2839629) also had a homozygous mutated rs915854 genotype. Homozygous mutated genotypes of rs2839629 and rs915854 were significantly enriched in patients with painful peripheral neuropathy (PNP) (P < 0.0001), and homozygous mutated rs2839629 genotype was significantly enriched in patients with pain compared to patients with no pain (P = 0.04). In summary, both SNPs rs2839629 and/or rs915854 may be potential biomarkers predicting an increased risk to develop painful PNP under bortezomib.
To the editor
The treatment of multiple myeloma (MM) is evolving rapidly. Although novel immunotherapies, e.g. antibody drug conjugate, bispecific antibody, and chimeric antigen receptor modified T-cell therapy are being incorporated into the standard of care, bortezomib (BTZ), the first-in-class proteasome inhibitor (PI), still presents the most widely used anti-MM agent especially in newly diagnosed (ND) MM . Peripheral neuropathy is one of the most common non-hematologic side effects in patients treated with BTZ . However, the underlying mechanism of BTZ induced peripheral neuropathy (BIPN) is not fully understood. A previous study suggested that single nucleotide polymorphisms (SNP) in PBX/Knotted 1 Homeobox 1 (PKNOX1) gene correlate with an increased risk to develop BIPN . Therefore, we performed the current study to further elucidate the role of PKNOX1 genotypes in the development of BIPN.
In this prospective study, we included 88 MM patients, in whom we analyzed SNPs in PKNOX1 by Sanger sequencing. Patients’ demographics and MM-related data were collected. Additionally, we performed a neurological assessment to determine the severity of BIPN, and the neurological data were published elsewhere . All procedures were in accordance with the Declaration of Helsinki as revised in 2013, and this study was approved by the ethics committee of Medical Faculty of the University of Würzburg, Germany. More details of the methods are available in the supplementary information.
In our cohort, the median age at BTZ start was 62 (range 30–79) years, and the majority of the patients was male (n = 64, 73%). Ten (11%) patients had just started BTZ treatment at the time point of study inclusion. Thirty-seven (42%) patients were under ongoing BTZ treatment, and in 41 (47%) patients, BTZ had been given but was already stopped prior to the inclusion in the current study. In addition, 27 (31%) patients had been treated with thalidomide. Preexisting idiopathic sensory-motor polyneuropathy and diabetic neuropathy were documented in 3 (3%) and 1 (1%) patients, respectively. One (1%) patient showed sensory-motor deficits after intracranial hemorrhage before the diagnosis of MM. In total, 73 (83%) patients presented BIPN, with 34 (39%) patients suffering from painful BIPN. Severe BIPN ≥ grade 3 was found in only 3 (3%) patients. The patients’ characteristics are summarized in Table 1.
We investigated the association between BIPN and SNPs in the PKNOX1 gene (rs2839629) and in the intergenic region between PKNOX1 and cystathionine-ß-synthetase (CBS) (rs915854). Genotypes of SNPs rs2839629 and rs915854 were evaluable in 86 and 88 patients, respectively. Among the 86 patients with genotypes of both rs2839629 and rs915854, we noticed that all patients (n = 13) harboring a homozygous mutation in the PKNOX1 gene (rs2839629) also showed a homozygous mutated rs915854 genotype. Moreover, the vast majority of the 44 patients with heterozygous PKNOX1 gene mutation (rs2839629) displayed mutated rs915854 genotype (homozygous: n = 4; heterozygous: n = 36; wild type: n = 4), suggesting a high rate of co-mutated rs2839629 and rs915854 (Fig. 1A, Table S1). Notably, the minor allele frequencies of SNPs rs2839629 and rs915854 in MM patients were similar to that in the general population in Europe (Table S2) .
We then divided the 78 patients who had been treated with BTZ into three groups: no BIPN, BIPN without pain, and painful BIPN. The frequencies of SNPs rs2839629 and rs915854 were compared among these three patient subgroups. Notably, homozygous mutated genotypes of rs2839629 and rs915854 were significantly enriched in patients with painful BIPN (for both SNPs: Chi-square test P < 0.0001) (Fig. 1B-C). Moreover, homozygous mutated rs2839629 genotype was significantly more common in patients with pain when compared to patients with no pain (Fisher exact test P = 0.04) (Figure S1B). Similarly, we observed a tendency that homozygous mutated rs915854 genotype was enriched in painful BIPN (Fisher exact test P = 0.08) (Figure S1D). Moreover, the frequency of homozygous PKNOX1 mutation (rs2839629) was significantly higher in the patients, who required BTZ dose reduction, compared with that in the remaining patients (Fisher exact test P = 0.03) (Figure S1E). Interestingly, in our cohort, thalidomide treatment did not significantly impact the development of peripheral neuropathy (Fisher exact test P = 0.44) and pain (Fisher exact test P = 0.79) (Figure S1G-H). In addition, patients with BIPN had received higher BTZ cumulative dose compared with those without BIPN (Mann-Whitney U-test P = 0.03), underlining that cumulative BTZ dosing may influence the development of BIPN (Figure S2).
A previous genome-wide association study suggested a significant association between BIPN and PKNOX1 genotype . PKNOX1 is a transcription modulator of monocyte chemoattractant protein 1 (MCP-1) gene, and increased PKNOX1 expression was seen in neuropathic pain [3, 5]. SNPs rs2839629 and rs915854 were significantly associated with PKNOX1 expression in nerve tissue, explaining the relationship between rs2839629 or rs915854 genotype and painful BIPN In our study, we found that homozygous mutated rs2839629 or rs915854 genotypes were significantly enriched in patients with painful BIPN. Additionally, we noticed a high rate of simultaneous mutation of both rs2839629 and rs915854 in our cohort. Therefore, screening of SNPs rs2839629 and/or rs915854 prior to BTZ start may provide useful information for the prediction of BIPN. Close monitoring should be performed especially in patients with homozygous genotype, which may require BTZ dose reduction during the treatment.
At present, D-VTd (daratumumab, BTZ, thalidomide, and dexamethasone) represents the most commonly used induction chemotherapy for transplant eligible NDMM in Europe . However, in this regimen, both BTZ and thalidomide are neurotoxic agents and, indeed, peripheral sensory-motor neuropathy was significantly higher in the CASSIOPEIA trial evaluating D-VTd compared to the CASTOR trial in which the D-Vd combination (daratumumab, BTZ, and dexamethasone) was tested (all grade: 60.9% versus 48.1%, Fisher exact test P < 0.0001; ≥ grade 3: 8.6% versus 5.6%, Fisher exact test P = 0.04) [6, 7]. Of interest, in our study, thalidomide treatment did not increase the prevalence of sensory-motor neuropathy. This may be explained by the limited number of thalidomide treated cases in our cohort, but also by the known differences in pathogenesis of BTZ versus thalidomide induced peripheral neuropathy .
BIPN is a frequent and clinically relevant problem in the treatment of MM, requiring dose reduction and leading to a poorer quality of life. Patients with homozygous mutated genotype in PKNOX1 (rs2839629) and/or in the intergenic region between PKNOX1 and CBS (rs915854) have an increased risk to develop BIPN, and that PKNOX1 plays an important role in the multi-factorial process of BIPN development. Other potential pathomechanisms are currently explored in our ongoing clinical research unit (KFO5001), such as epigenetic modifications and neurofilament light chain levels [4, 9, 10] to better understand BIPN development and resolution.
All data, if not given in this article, is available on request.
Rajkumar SV. Multiple myeloma: 2022 update on diagnosis, risk stratification, and management. Am J Hematol. 2022;97(8):1086–107.
Merz M, et al. Subcutaneous versus intravenous bortezomib in two different induction therapies for newly diagnosed multiple myeloma: an interim analysis from the prospective GMMG-MM5 trial. Haematologica. 2015;100(7):964–9.
Magrangeas F, et al. A genome-wide Association Study identifies a novel locus for Bortezomib-Induced Peripheral Neuropathy in european patients with multiple myeloma. Clin Cancer Res. 2016;22(17):4350–5.
Cebulla N, et al. KFO 5001: bortezomib-induzierte polyneuropathie - eine multimodale, monozentrische, nicht-randomisierte klinische Studie. Oncol Res Treat. 2022;45(suppl 2):5–346.
Argyriou AA, et al. Chemotherapy-induced peripheral neurotoxicity: management informed by pharmacogenetics. Nat Rev Neurol. 2017;13(8):492–504.
Moreau P, et al. Bortezomib, thalidomide, and dexamethasone with or without daratumumab before and after autologous stem-cell transplantation for newly diagnosed multiple myeloma (CASSIOPEIA): a randomised, open-label, phase 3 study. Lancet. 2019;394(10192):29–38.
Palumbo A, et al. Daratumumab, Bortezomib, and Dexamethasone for multiple myeloma. N Engl J Med. 2016;375(8):754–66.
Kirchmair R, et al. Therapeutic angiogenesis inhibits or rescues chemotherapy-induced peripheral neuropathy: taxol- and thalidomide-induced injury of vasa nervorum is ameliorated by VEGF. Mol Ther. 2007;15(1):69–75.
Zheng Y, et al. GATA3-dependent epigenetic upregulation of CCL21 is involved in the development of neuropathic pain induced by bortezomib. Mol Pain. 2019;15:1744806919863292.
Luczkowska K et al. Bortezomib-Induced Epigenetic Alterations in Nerve Cells: Focus on the Mechanisms Contributing to the Peripheral Neuropathy Development. Int J Mol Sci, 2022. 23(5).
This work was supported by the German Research Foundation (DFG) via the Clinical Research Unit KFO5001 “ResolvePAIN”, the German Cancer Aid via the Mildred Scheel Early Career Center Würzburg (MSNZ Würzburg), and the Interdisciplinary Center for Clinical Research Würzburg (IZKF Würzburg).
The Ethics Committee of the Medical Faculty of the University of Würzburg approved the study (# 98/20). All procedures followed were in accordance with the Helsinki Declaration of 1975, as revised in 2008. Informed consent was obtained from all patients for being included in the study.
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Zhou, X., Han, S., Cebulla, N. et al. Bortezomib induced peripheral neuropathy and single nucleotide polymorphisms in PKNOX1. Biomark Res 11, 52 (2023). https://doi.org/10.1186/s40364-023-00490-9
- Multiple myeloma
- Peripheral neuropathy