Abstract
Background
The myeloid differentiation primary response gene (MYD88) mutation in primary central nervous system lymphomas (PCNSL) may be associated with unfavorable prognosis; however, current evidence remains limited. We aimed to characterize PCNSLs by integration of clinicopathological, molecular, treatment, and survival data.
Methods
We retrospectively identified and validated 57 consecutive patients with PCNSLs according to the 2017 WHO classification of lymphoid neoplasms over 13 years. Formalin-fixed paraffin-embedded tumor samples underwent polymerase chain reaction assay to detect MYD88 mutation. We used Cox regression for survival analysis, including age, treatment, and MYD88 as covariates. We searched the literature for studies reporting demographics, treatment, MYD88, and survival of PCNSL patients and incorporated individual patient data into our analyses.
Results
The median age was 66 years and 56% were women. All 57 patients had PCNSL of non-germinal center cell subtype and the majority (81%) received either single or combined therapies. There were 46 deaths observed over the median follow-up of 10 months. MYD88 mutation status was available in 41 patients of which 36 (88%) were mutated. There was an association between MYD88 mutation and better survival in the multivariable model (hazard ratio [HR] 0.277; 95% confidence interval [CI]: 0.09-0.83; P = .023) but not in a univariable model. After incorporating additional 18 patients from the literature, this association was reproducible (HR 0.245; 95% CI: 0.09-0.64; P = .004).
Conclusions
Adjusting for confounders, MYD88-mutant PCNSL appears to show improved survival. While further validation is warranted, detection of MYD88 mutation will aid the identification of patients who may benefit from novel targeted therapies.
Keywords: MYD88 L265P, overall survival, primary central nervous system lymphoma, treatment
Key Points.
MYD88 mutation in PCNSLs is associated with better survival after adjusting for age at diagnosis and treatment.
Identification of MYD88 mutation in PCNSLs could identify patients who may benefit from novel targeted therapies and enhance survival.
Importance of the Study.
PCNSLs are rare and associated with lower survival than their systemic counterparts. The emergence of new molecular targets in PCNSLs, such as mutations in the MYD88 gene, offers hope for more effective therapeutics. Few studies have investigated the association between MYD88 mutation and survival. These studies, however, are limited by inconsistent inclusion of clinical variables and suboptimal analytic approaches, leading to incomplete adjustment for important confounders and model overfitting. Our study integrates treatment, molecular, and survival data for 57 patients diagnosed with PCNSL. We demonstrate that without adequate adjustment for confounders, such as age at diagnosis and treatment, MYD88 mutation does not affect survival. However, a multivariable survival model including these variables shows MYD88 mutation to be associated with better survival. While further validation of this association is warranted, our findings suggest that the detection of MYD88 mutation can identify patients who may benefit from novel targeted therapies and enhance survival.
Malignancies of lymphoid origin in the brain are rare and associated with poor survival.1 The most common diagnostic entity is a primary central nervous system lymphoma (PCNSL), defined as diffuse large B-cell lymphoma (DLBCL) arising within the brain, spinal cord, leptomeninges, or eye with no evidence of disease elsewhere.2,3 The majority of cases exhibit a non-germinal center cell origin by immunohistochemistry (IHC), corresponding to late germinal center exit B cells with blocked terminal B-cell differentiation.3,4 Brain biopsy is considered the gold standard for PCNSL diagnosis.5 Treatment options include single therapies, such as chemotherapy or radiotherapy, or a combination of both, or with an autologous stem cell transplantation (ASCT).5 Chemotherapy options are typically adapted from systemic regimens, which are compromised by their limited ability to cross the brain-blood barrier.6 The emergence of new therapies designed for molecular targets, such as MYD88 signaling pathway,7 may offer additional treatment options for patients affected by these rare tumors.
The MYD88 L265P mutation is frequent in PCNSLs and has recently been identified as a potential diagnostic marker.8–12 The MYD88 gene codes for a B-cell signaling adaptor protein.13 A switch of amino acid leucine to proline at position 265 (L265P) leads to constitutive activation of the nuclear transcription factor kappa B (NF-κB) signaling. This pathway is frequently dysregulated in systemic DLBCLs,7,10 and MYD88 signaling pathway has been evaluated as a potential therapy for DLBCLs. Ibrutinib, a selective inhibitor of Bruton tyrosine kinase (BTK), has also been successfully tried in systemic and CNS DLBCLs with MYD88 mutation.14–17
The prognostic value of MYD88 L265P mutation in PCNSLs remains inconclusive. Several studies reported no effect9,18–20 or unfavorable outcome on overall survival (OS) in PCNSLs.21,22 A recent meta-analysis of MYD88 mutation in DLBCLs from any site has shown no impact on OS.10
In this study, we reviewed 57 PCNSLs diagnosed at a single neuropathology center. We retrospectively tested formalin-fixed paraffin-embedded (FFPE) brain tissue for the presence of MYD88 L265P mutation and assessed its associations with OS taking clinicopathological features and treatment regimens into account. We validated our findings in a larger cohort of PCNSLs identified through a systematic literature search.
Materials and Methods
Patients
Histological sections of 57 PCNSLs diagnosed at our center between January 1, 2007, and March 1, 2020, were retrieved from the archives. Clinical characteristics collected from the neuropathological reports included sex (female or male), age (<60, 60-69, or 70+ years), location of lesion (deep or superficial), and tumor extent (unilateral or bilateral). Information about tumor location and extent were confirmed with imaging reports. We searched local clinical databases for information about received treatment regimes, follow-up, and survival. The ethical approval for this study was waived by the Tissue Governance committee of the South East Scotland SAHSC BioResource.
Histopathology and Immunohistochemistry
Hematoxylin and eosin-stained sections were reviewed in order to confirm diagnosis in accordance with the current 2017 WHO classification of lymphoid neoplasms.23 Archived immunohistochemistry-stained sections were reviewed for the expression of B-cell markers, including antibodies against CD20, BCL2, BCL6, MUM1, and CD10. Using the Hans algorithm, cases were further subclassified into germinal B-cell center (GCB) and non-GCB subtypes.3,24
Sample Preparation for MYD88 Mutation Analysis
Genomic DNA was extracted from FFPE tissue blocks and analyzed using a real-time, allele-specific polymerase chain reaction (PCR) analysis. Briefly, DNA was extracted from the FFPE sample using the QIAamp DNA FFPE tissue kit (Qiagen). Real-time allele-specific PCR was performed according to Jiménez et al.25 The assay carries a limit of detection of 1% when a minimum of 25 ng DNA is utilized. For all patients in this study, the presence of MYD88 L265P mutation has been evaluated at diagnosis.
Data Pooling
A literature search was performed up to May 28, 2020, for published articles in English using PubMed and Embase. The searching details were MYD88 and primary central nervous system lymphoma. The search was limited to human studies. We excluded patients with systemic DLBCLs, primary vitreoretinal lymphoma, and immunocompromised cases, either HIV- or Epstein Barr virus (EBV) positive as all these entities show distinct clinicopathologic features.26We also excluded studies on liquid biopsies. We searched for detailed information about treatment and survival in adult PCNSL patients who were tested for the presence of MYD88 L265P mutation using molecular techniques. Studies reporting MYD88 expression using IHC were not included, unless validated with molecular techniques.
Statistical Analysis
OS was defined as the time from the date of surgery to the date of death or with censoring on the date of last available follow-up. Survival curves were estimated using the Kaplan-Meier method and compared using log-rank test. We used univariable and multivariable Cox regression to assess the effect of MYD88 mutation and other clinical predictors on OS. The association between MYD88 mutation and survival was the main effect in the multivariable Cox regression with age and treatment modality as covariates. We chose these covariates because these are the strongest confounders, and we did not include any further putative confounders to avoid overfitting. This approach has several advantages. First, we demonstrated that without taking other variables or confounders into account, MYD88 mutation is not associated with survival. Second, we illustrated that the effect size for MYD88 mutation on survival changed when accounting for other covariates. This suggested that there were confounding effects of the included covariates on the association between MYD88 mutations. These are important findings because previous studies did not take treatment variables into consideration in their survival analyses as shown in our literature review. Without accounting for confounding factors, the association between MYD88 mutation and survival may be hidden or reversed. We tested proportionality assumption based on Schoenfeld residuals. All survival analyses and graphs were produced with R statistical software (R version 4.0.0) using tidyverse, survminer, and survival packages.
Results
Clinical Data
In the period from January 1, 2007, to March 1, 2020, a total of 57 PCNSL patients were diagnosed at our neuropathology center. The median patient age at the time of biopsy was 66 years (range: 31-78 years). Females constituted 56% of patients (female/male ratio 1.3:1). Nineteen (33%) and 38 patients (67%) had a superficial lesion and a deep lesion, respectively. Unilateral involvement was recorded in 42 (74%) patients and bilateral in 15 cases (26%). In all cases, the diagnosis was made on brain tissue biopsy. Following surgery, 25 (44%) patients received a single and 21 (37%) a combination therapy. Chemotherapy combined with radiotherapy, chemotherapy alone, or radiotherapy alone was given to 18 (32%), 17 (30%), and 8 (14%) patients, respectively. Three patients (5%) received autologous stem cell transplant following chemotherapy. Eleven patients (19%) were not fit and did not receive any treatment after the diagnostic biopsy. Details of individual patient treatments are presented in Supplementary Table S1. Details of the distribution of treatments by MYD88 L265P mutation status testing are presented in Supplementary Table S2. The 1-year, 3-year, and 5-year survival based on Kaplan–Meier estimation were 52% (95% confidence interval [CI]: 40.5-67.6), 22.5% (95% CI: 13.1-38.8), and 7.5% (95% CI: 2.6-21.9), respectively. At the last follow-up, 46 patients had died, and 11 patients were alive. The median follow-up time was 10 months (range: 0-96 months).
IHC and Molecular Data
All our PCNSLs were DLBCL of non-GCB subtype. MYC analysis by fluorescent in-situ hybridization (FISH) was available for 23 cases (15 MYD88 mutant, 2 MYD88 wild-type, and 6 MYD88 mutation status undetermined) none of which showed evidence of an MYC rearrangement.
Data Pooling
Seven studies fulfilled our literature search criteria. Among these studies, a study of Yamada et al.9 provided individual patient data on treatment, MYD88 mutation status, and OS for additional 18 PCNSL cases.
MYD88 L265P Mutation Analysis
Tissue blocks were not available for 3 (5%) cases. MYD88 mutation analysis was performed in 54/57 specimens. In 13 (23%) of the cases, the DNA content was too low for reliable testing. There were no major differences in clinical characteristics between the patients with missing MYD88 data (16/57) and those included in the subsequent survival analyses (41/57) apart from treatment variable (Supplementary Table S3). Overall, good-quality genomic DNA was available for 41 (72%) cases. The MYD88 c.794T>C substitution status was detected (mutant) in 36 of the 41 (87.8%) patients. There were no significant differences between mutant and wild-type MYD88 patients (Table 1). There was a tendency for MYD88 wild-type cases to have a shorter follow-up, but this difference was not statistically significant (2 vs 14 months, P = .075). The same analysis performed with additional 18 PCNSL cases from Yamada et al.9 showed no significant differences between mutant and wild-type MYD88 patients. However, the median follow-up was significantly shorter for wild-type patients in comparison to mutated patients (3 vs 15 months, P = .045) (Table 2).
Table 1.
Details of 41 Scottish Primary Central Nervous System Lymphoma Patients With Known MYD88 L265P Mutation Status
| Characteristic | Wild-type (N = 5)a | Mutated (N = 36)a | P-valueb |
|---|---|---|---|
| Age | >.9 | ||
| <60 years | 1 (20%) | 11 (31%) | |
| 60-69 years | 2 (40%) | 14 (39%) | |
| 70+ | 2 (40%) | 11 (31%) | |
| KPS | >.9 | ||
| <70 | 0 (0%) | 2 (8.7%) | |
| 70+ | 5 (100%) | 21 (91%) | |
| Unknown | 0 | 13 | |
| Sex | .4 | ||
| Female | 4 (80%) | 19 (53%) | |
| Male | 1 (20%) | 17 (47%) | |
| Extent | .6 | ||
| Bilateral | 2 (40%) | 8 (22%) | |
| Unilateral | 3 (60%) | 28 (78%) | |
| Location | .7 | ||
| Superficial | 1 (20%) | 14 (39%) | |
| Deep | 4 (80%) | 22 (61%) | |
| Treatment | .3 | ||
| None | 2 (40%) | 6 (17%) | |
| Single | 2 (40%) | 12 (33%) | |
| Combined | 1 (20%) | 18 (50%) | |
| Median follow-up (months) | 2 (0, 4) | 14 (4, 29) | .075 |
aStatistics presented: n (%); median (IQR).
bStatistical tests performed: Fisher’s exact test; chi-square test of independence; Wilcoxon rank-sum test.
Table 2.
Details of Pooled Data From 41 Scottish Primary Central Nervous System Lymphoma (PCNSL) Patients and Additional 18 PCNSL Cases From Yamada et al.9 With Known MYD88 L265P Mutation Status, N = 59
| Characteristic | Wild-type (N = 6)a | Mutated (N = 53)a | P-valueb |
|---|---|---|---|
| Age | >.9 | ||
| <60 years | 2 (33%) | 16 (30%) | |
| 60-69 years | 2 (33%) | 22 (42%) | |
| 70+ | 2 (33%) | 15 (28%) | |
| KPS | .3 | ||
| <70 | 0 (0%) | 9 (22%) | |
| 70+ | 6 (100%) | 31 (78%) | |
| Unknown | 0 | 13 | |
| Sex | .7 | ||
| Female | 4 (67%) | 26 (49%) | |
| Male | 2 (33%) | 27 (51%) | |
| Extent | .2 | ||
| Bilateral | 3 (50%) | 12 (23%) | |
| Unilateral | 3 (50%) | 41 (77%) | |
| Location | .3 | ||
| Superficial | 1 (17%) | 25 (47%) | |
| Deep | 5 (83%) | 28 (53%) | |
| Treatment | .3 | ||
| None | 2 (33%) | 6 (11%) | |
| Single | 2 (33%) | 16 (30%) | |
| Combined | 2 (33%) | 31 (58%) | |
| Median follow-up (months) | 3 (0, 8) | 15 (6, 30) | .045 |
aStatistics presented: n (%); median (IQR).
bStatistical tests performed: Fisher’s exact test, chi-square test of independence, and Wilcoxon rank-sum test.
Survival Analysis
Survival function estimated by Kaplan-Meier method was stratified by MYD88, sex, age, treatment, KPS, tumor location, and tumor extent. MYD88, age, treatment, and KPS, which are shown in Figure 1. Treatment was associated with better OS, and as expected, treated patients had a significantly increased OS in comparison to untreated patients. The estimated median OS by Kaplan-Meier method for single and combined treatment regimens were 15 (95% CI: 4-40) and 30 (95% CI: 16-56) months, respectively. Median OS for untreated patients was 1 month. Although KPS below 70 showed a significant unfavorable association with OS, there were only 2 cases with KPS below 70 in the Scottish cohort, which should be interpreted with caution. The pooled analysis revealed similar findings for age and treatment (Supplementary Figure S1). KPS showed no survival advantage in the pooled cohort. There was, however, a significant advantage in survival for MYD88-mutated PCNSL cases, but the numbers were low (only 6 wild-type MYD88 patients).
Figure 1.
Kaplan-Meier estimation of the overall survival for 57 Scottish primary central nervous system lymphoma patients. The overall survival was defined as the time from the date of surgery to the date of death or with censoring on the date of last available follow-up.
Multivariate analysis of the Scottish cohort (n = 41) revealed two significant findings (Figure 2 and Supplementary Table S4). Firstly, it was confirmed that single (n = 14) (HR 0.207, 95% CI: 0.043-0.98, P = .048) and combined (n = 19) (HR 0.074, 95% CI: 0.014-0.39, P < .001) treatments were associated with survival advantage to no treatment. Secondly, mutant MYD88 (n = 36) was associated with a significant survival advantage relative to wild-type MYD88 (n = 5) (HR 0.277, 95% CI: 0.09-0.83, P = .023). These findings were further validated in pooled multivariate analysis cohort (n = 59) (HR 0.245, 95% CI: 0.093-0.64, P = .004) (Figure 3 and Table 3).
Figure 2.
Forest plot for Cox proportional hazards model of multivariate analysis for 41 Scottish primary central nervous system lymphomas with known MYD88 L265P mutation status and treatment showing hazard ratios, 95% confidence intervals, and P-values.
Figure 3.
Forest plot for Cox proportional hazards model of multivariate analysis from pooled data of 59 primary central nervous system lymphomas with known MYD88 L265P mutation status and treatment showing hazard ratios, 95% confidence intervals, and P-values.
Table 3.
Multivariable Cox Regression Survival Analysis From Pooled Data of 59 Primary Central Nervous System Lymphoma Patients With Known MYD88 Mutation Status and Treatment Information From Scottish Cohort (N = 41) and Yamada et al.9 (N = 18)
| Characteristic | HR | 95% CI | P-value |
|---|---|---|---|
| MYD88 | |||
| Wild type | — | — | |
| Mutated | 0.24 | 0.09, 0.64 | .004 |
| Age | 0.91 | 0.56, 1.47 | .7 |
| KPS | 0.49 | 0.22, 1.09 | .079 |
| Treatment | |||
| None | — | — | |
| Single | 0.12 | 0.03, 0.49 | .003 |
| Combined | 0.04 | 0.01, 0.17 | <.001 |
HR, hazard ratio; CI, confidence interval.
A significant level was set to P < .05.
Discussion
This retrospective, large single-center study describes 57 PCNSLs with emphasis on the significance of the MYD88 L265P mutation on OS in immunocompetent patients who received different treatment regimens. We show that MYD88 mutation in PCNSLs appears to be associated with a survival advantage. Considering the increasing importance of molecular markers in prognostication and treatment strategy, our results highlight emerging clinicopathological and molecular factors for this rare patient group with PCNSL.
Consistent with previous reports,9,13,18,27–32 we found a high frequency of the MYD88 L265P mutation in PCNSLs. A recent meta-analysis by Lee et al.10 reported the prevalence of this mutation in 59.8% (95% CI: 42.2-75.2) of CNS cases. The higher frequency of 88% reported in our study may reflect all cases belonging to non-GCB subtype of PCNSL. This subtype is known to be more common in PCNSLs.31 Moreover, non-GCB lymphoid malignancies from other sites have higher rates of this particular mutation.10,13 Non-GCB subtype is characterized by constitutive activation of NF-κB (nuclear factor kappa-light-chain enhancer of activated B cells) pathway,33 while MYD88 mutation is an oncogenic driver of NF-κB pathway.30 It remains uncertain, however, as to why CNS lymphomas have an increased incidence of dysregulated NF-κB signaling at a site, the CNS, which is also considered to be immune-privileged.30,34 This may explain why other mutations, in addition to the MYD88 L265P, are necessary to coexist in order to have a prognostic impact in these rare lymphomas.8,29,34
In contrast to the previous studies, our findings suggest that the presence of mutant MYD88 is associated with better survival in PCNSL patients. The prognostic value of MYD88 mutation in systemic DLBCLs has been debated for some time with studies providing data for both sides of the argument.10 For PCNSLs several studies reported no effect on OS9,11,19,20 with only 2 studies reporting an unfavorable outcome.21,22 There are, nevertheless, important methodological differences between ours and the previous reports making direct comparisons between the studies difficult. Discrepancies may be due to different analytic approaches. Association between molecular markers and survival is often confounded by clinical variables. Moreover, only 3 of the 7 identified studies9,18–22,35 performed multivariate analyses; 2 reporting adverse impact on OS21,22 and one showing no difference.18 Furthermore, the discrepancies may reflect differences in the biological properties of the PCNSL subtypes. Our patients with PCNSL were exclusively non-GCB subtype and all but one21 included studies did not report on DLBCL subtypes. Previous studies reported limited treatment variables,18 with some recruited only patients treated with chemotherapy.21,22 Selection bias is likely to contribute to the heterogeneous findings on the association between MYD88 mutation and survival. Lastly, there may also be genetic differences between the different patient cohorts with the three studies originating from Japan.
Our data suggest that among patients with treated PCNSL, a combined-modality therapy may be better at prolonging survival. A recent study of PCNSLs reported that a significantly prolonged survival could be achieved with a combined-modality therapy, although, unlike in our study, autologous stem cell therapy was excluded.36 The later half of this data collection period includes evolving treatment paradigms, largely through optimization of dose-intensive immunochemotherapy. The inclusion of novel agents, which are highly effective at crossing the blood-brain barrier, such as thiotepa in the MATRix regimen, has been demonstrated to be associated with improved clinical outcomes in a disease previously considered incurable37 leading it to be considered the new standard of care. Thiotepa-based therapies, however, are difficult to implement in countries with limited resources.36 Combined-modality therapies may prolong survival but tend to lead to significant neurotoxicity. Newer treatments designed to reflect molecular tumor background may be more effective if they are target-specific. In fact, therapeutic agents targeting MYD88 mutations have already been tested in clinical settings. Ibrutinib, a BTK inhibitor, inhibits NF-κB signaling pathway and has been used for treatments of systemic non-GCB DLBCLs14 and PCNSLs.16,38 An 83% partial response rate was reported in a recent clinical trial of ibrutinib in PCNSL.16 Our findings suggest that identification of the MYD88 L265P mutation in PCNSLs may help evaluate the benefits associated with the use of targeted therapy in these patients.
Strengths and Limitations
This study included the largest cohort of patients with PCNSL with clinical, molecular, and treatment variables available. We were able to investigate the effect of MYD88 mutation on survival accounting for major confounders. Results from the pooled cohort from the literature also supported our observation. However, investigating a rare type of tumor inevitably has issues of power. We only included age, KPS, and treatment in the multivariate analysis because these are the most important confounders to MYD88 mutation. This also avoided overfitting of the data. While it would be of interest to investigate other prognostic factors, we were unable to do so. The existing literature on PCNSL is heterogeneous and pooling of individual patient data was challenging. We only included patients with treatment information since treatment is a strong predictor of survival. Though this did not allow a larger cohort to be established, our pooled analyses included only patients with adequate clinical features to be informative. An important limitation of our study is the small number of PCNSL patients with the wild-type MYD88. Patients with wild-type MYD88 had less favorable clinical factors such as fewer treatments and older age. While the multivariable model adjusted for these factors, the small sample size contributed to the imprecision of our effect size estimate. The rarity of wild-type MYD88 and changing clinical management of PCNSL call for a concerted collaborative effort for investigating the role of MYD88 mutation in the survival of patients with PCNSL.
Consistent with previous reports, this study shows that MYD88 L265P mutation is common in PCNSLs. Our multivariable analysis incorporating clinical variables shows that MYD88 mutation is associated with favorable survival in patients with PCNSL, suggesting the confounding effects of clinical factors. Studies with a larger cohort with contemporary clinical management can clarify the prognostic value of MYD88 mutation and evaluate the potential benefit from therapeutic agents targeting MYD88 mutations.
Supplementary Material
Acknowledgments
Part of this work was presented at the 120th meeting of the British Neuropathological Society, March 4-6, 2019, London, UK, by O.E.C. The authors would like to thank Drs Victoria Campbell and Donal McLornan, Consultants Hematologists, for their critical comments on the manuscript.
Funding
M.T.C.P. is supported by the Cancer Research UK Brain Tumour of Excellence Award [C157/A27589].
Conflict of interest statement. The authors declare no conflict of interest.
Authorship Statement. O.E.C.—study design, data acquisition, analysis and interpretation, and manuscript preparation; M.T.C.P.—data analysis and interpretation and manuscript preparation; L.G.—MYD88 analysis; A.T. and C.S.—pathology reporting; W.A.-Q.—concept and study design, data acquisition, and pathology reporting. All authors reviewed the final manuscript.
References
- 1. Berglund M, Thunberg U, Amini RM, et al. Evaluation of immunophenotype in diffuse large B-cell lymphoma and its impact on prognosis. Mod Pathol. 2005;18(8):1113–1120. [DOI] [PubMed] [Google Scholar]
- 2. Swerdlow SH, Campo E, Harris NL (eds). WHO Classification of Tumours of Haematopoietic and Lymphoid Tissues. Lyon: IARC; 2017. [Google Scholar]
- 3. Hans CP, Weisenburger DD, Greiner TC, et al. Confirmation of the molecular classification of diffuse large B-cell lymphoma by immunohistochemistry using a tissue microarray. Blood. 2004;103(1):275–282. [DOI] [PubMed] [Google Scholar]
- 4. Deckert M, Brunn A, Montesinos-Rongen M, Terreni MR, Ponzoni M. Primary lymphoma of the central nervous system–a diagnostic challenge. Hematol Oncol. 2014;32(2):57–67. [DOI] [PubMed] [Google Scholar]
- 5. Fox CP, Phillips EH, Smith J, et al. ; British Society for Haematology . Guidelines for the diagnosis and management of primary central nervous system diffuse large B-cell lymphoma. Br J Haematol. 2019;184(3):348–363. [DOI] [PubMed] [Google Scholar]
- 6. Carnevale J, Rubenstein JL. The challenge of primary central nervous system lymphoma. Hematol Oncol Clin North Am. 2016;30(6):1293–1316. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7. Compagno M, Lim WK, Grunn A, et al. Mutations of multiple genes cause deregulation of NF-kappaB in diffuse large B-cell lymphoma. Nature. 2009;459(7247):717–721. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8. Poulain S, Boyle EM, Tricot S, et al. Absence of CXCR4 mutations but high incidence of double mutant in CD79A/B and MYD88 in primary central nervous system lymphoma. Br J Haematol. 2015;170(2):285–287. [DOI] [PubMed] [Google Scholar]
- 9. Yamada S, Ishida Y, Matsuno A, Yamazaki K. Primary diffuse large B-cell lymphomas of central nervous system exhibit remarkably high prevalence of oncogenic MYD88 and CD79B mutations. Leuk Lymphoma. 2015;56(7):2141–2145. [DOI] [PubMed] [Google Scholar]
- 10. Lee JH, Jeong H, Choi JW, Oh H, Kim YS. Clinicopathologic significance of MYD88 L265P mutation in diffuse large B-cell lymphoma: a meta-analysis. Sci Rep. 2017;7(1):1785. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Nayyar N, White MD, Gill CM, et al. MYD88 L265P mutation and CDKN2A loss are early mutational events in primary central nervous system diffuse large B-cell lymphomas. Blood Adv. 2019;3(3):375–383. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12. Zorofchian S, Lu G, Zhu JJ, et al. Detection of the MYD88 p.L265P mutation in the CSF of a patient with secondary central nervous system Lymphoma. Front Oncol. 2018;8:382. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13. Ngo VN, Young RM, Schmitz R, et al. Oncogenically active MYD88 mutations in human lymphoma. Nature. 2011;470(7332):115–119. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14. Wilson WH, Young RM, Schmitz R, et al. Targeting B cell receptor signaling with ibrutinib in diffuse large B cell lymphoma. Nat Med. 2015;21(8):922–926. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15. Bernard S, Goldwirt L, Amorim S, et al. Activity of ibrutinib in mantle cell lymphoma patients with central nervous system relapse. Blood. 2015;126(14):1695–1698. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16. Lionakis MS, Dunleavy K, Roschewski M, et al. Inhibition of B cell receptor signaling by ibrutinib in primary CNS Lymphoma. Cancer Cell. 2017;31(6):833–843.e5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17. Chamoun K, Choquet S, Boyle E, et al. Ibrutinib monotherapy in relapsed/refractory CNS lymphoma: a retrospective case series. Neurology. 2017;88(1):101–102. [DOI] [PubMed] [Google Scholar]
- 18. Nakamura T, Tateishi K, Niwa T, et al. Recurrent mutations of CD79B and MYD88 are the hallmark of primary central nervous system lymphomas. Neuropathol Appl Neurobiol. 2016;42(3):279–290. [DOI] [PubMed] [Google Scholar]
- 19. Zhou Y, Liu W, Xu Z, et al. Analysis of genomic alteration in primary central nervous system lymphoma and the expression of some related genes. Neoplasia. 2018;20(10):1059–1069. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20. Zheng M, Perry AM, Bierman P, et al. Frequency of MYD88 and CD79B mutations, and MGMT methylation in primary central nervous system diffuse large B-cell lymphoma. Neuropathology. 2017;37(6):509–516. [DOI] [PubMed] [Google Scholar]
- 21. Hattori K, Sakata-Yanagimoto M, Okoshi Y, et al. MYD88 (L265P) mutation is associated with an unfavourable outcome of primary central nervous system lymphoma. Br J Haematol. 2017;177(3):492–494. [DOI] [PubMed] [Google Scholar]
- 22. Takano S, Hattori K, Ishikawa E, et al. MyD88 mutation in elderly predicts poor prognosis in primary central nervous system lymphoma: multi-institutional analysis. World Neurosurg. 2018;112:e69–e73. [DOI] [PubMed] [Google Scholar]
- 23. Vinet L, Zhedanov A. A “missing” family of classical orthogonal polynomials. J Phys A Math Theor. 2011;44(8):085201. [Google Scholar]
- 24. Choi WW, Weisenburger DD, Greiner TC, et al. A new immunostain algorithm classifies diffuse large B-cell lymphoma into molecular subtypes with high accuracy. Clin Cancer Res. 2009;15(17):5494–5502. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25. Jiménez C, Chillón Mdel C, Balanzategui A, et al. Detection of MYD88 L265P mutation by real-time allele-specific oligonucleotide polymerase chain reaction. Appl Immunohistochem Mol Morphol. 2014;22(10):768–773. [DOI] [PubMed] [Google Scholar]
- 26. King RL, Goodlad JR, Calaminici M, et al. Lymphomas arising in immune-privileged sites: insights into biology, diagnosis, and pathogenesis. Virchows Arch. 2020;476(5):647–665. [DOI] [PubMed] [Google Scholar]
- 27. Montesinos-Rongen M, Godlewska E, Brunn A, Wiestler OD, Siebert R, Deckert M. Activating L265P mutations of the MYD88 gene are common in primary central nervous system lymphoma. Acta Neuropathol. 2011;122(6):791–792. [DOI] [PubMed] [Google Scholar]
- 28. Yu X, Li W, Deng Q, et al. MYD88 L265P mutation in lymphoid malignancies. Cancer Res. 2018;78(10):2457–2462. [DOI] [PubMed] [Google Scholar]
- 29. Ou A, Sumrall A, Phuphanich S, et al. Primary CNS lymphoma commonly expresses immune response biomarkers. Neurooncol Adv. 2020;2(1):1-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30. Braggio E, Van Wier S, Ojha J, et al. Genome-wide analysis uncovers novel recurrent alterations in primary central nervous system Lymphomas. Clin Cancer Res. 2015;21(17):3986–3994. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31. Camilleri-Broët S, Crinière E, Broët P, et al. A uniform activated B-cell-like immunophenotype might explain the poor prognosis of primary central nervous system lymphomas: analysis of 83 cases. Blood. 2006;107(1):190–196. [DOI] [PubMed] [Google Scholar]
- 32. Vater I, Montesinos-Rongen M, Schlesner M, et al. The mutational pattern of primary lymphoma of the central nervous system determined by whole-exome sequencing. Leukemia. 2015;29(3):677–685. [DOI] [PubMed] [Google Scholar]
- 33. Lim KH, Yang Y, Staudt LM. Pathogenetic importance and therapeutic implications of NF-κB in lymphoid malignancies. Immunol Rev. 2012;246(1):359–378. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. Kraan W, Horlings HM, van Keimpema M, et al. High prevalence of oncogenic MYD88 and CD79B mutations in diffuse large B-cell lymphomas presenting at immune-privileged sites. Blood Cancer J. 2013;3:e139. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35. Gonzalez-Aguilar A, Idbaih A, Boisselier B, et al. Recurrent mutations of MYD88 and TBL1XR1 in primary central nervous system lymphomas. Clin Cancer Res. 2012;18(19):5203–5211. [DOI] [PubMed] [Google Scholar]
- 36. Niparuck P, Boonsakan P, Sutthippingkiat T, et al. Treatment outcome and prognostic factors in PCNSL. Diagn Pathol. 2019;14(1):56. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37. Ferreri AJ, Cwynarski K, Pulczynski E, et al. Chemoimmunotherapy with methotrexate, cytarabine, thiotepa, and rituximab (MATRix regimen) in patients with primary CNS lymphoma: results of the first randomisation of the International Extranodal Lymphoma Study Group-32 (IELSG32) phase 2 trial. Lancet Haematol. 2016;3(5):e217–e227. [DOI] [PubMed] [Google Scholar]
- 38. Grommes C, Pastore A, Palaskas N, et al. Ibrutinib unmasks critical role of Bruton tyrosine kinase in primary CNS Lymphoma. Cancer Discov. 2017;7(9):1018–1029. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.



