Clinical significance of polyglutamylation in primary central nervous system lymphoma
- Naoki Shinojima†1Email authorView ORCID ID profile,
- Kenji Fujimoto†1,
- Keishi Makino1,
- Kohei Todaka2,
- Kazumichi Yamada1,
- Yoshiki Mikami3,
- Kazutaka Oda4,
- Kazumi Nakamura4,
- Hirofumi Jono4,
- Jun-ichi Kuratsu1, 5,
- Hideo Nakamura1,
- Shigetoshi Yano1 and
- Akitake Mukasa1
© The Author(s). 2018
Received: 19 February 2018
Accepted: 19 February 2018
Published: 23 February 2018
The therapeutic response to high-dose methotrexate (HD-MTX) therapy for primary central nervous system lymphoma (PCNSL) varies. Polyglutamylation is a reversible protein modification with a high occurrence rate in tumor cells. MTX incorporated into cells is polyglutamylated and strongly binds to dihydrofolate reductase without competitive inhibition by leucovorin (LV). Tumor cells with high polyglutamylation levels are selectively killed, whereas normal cells with lower polyglutamylation are rescued by LV. We hypothesized that the extent of polyglutamylation in tumor cells determines treatment resistance. Here, we investigated the therapeutic response of PCNSL to HD-MTX therapy with LV rescue based on polyglutamylation status. Among 113 consecutive PCNSL patients who underwent HD-MTX therapy in our department between 2001 and 2014, polyglutamylation was evaluated by immunostaining in 82 cases, with relationships between polyglutamylation and therapeutic response retrospectively examined. Human malignant lymphoma lines were used for in vitro experiments, and folpolyglutamate synthetase (FPGS), which induces polyglutamylation, was knocked down with short-hairpin RNA, and a stable cell line with a low rate of polyglutamylation was established. Cell viability after MTX treatment with LV rescue was evaluated using sodium butyrate (NaBu), a histone-deacetylase inhibitor that induces polyglutamylation by elevating FPGS expression. The complete response rate was significantly higher in the group with polyglutamylation than in the non-polyglutamylation group [58.1% (25/43) and 33.3% (13/39), respectively] (p < 0.05), and progression-free survival was also significantly increased in the group with polyglutamylation (p < 0.01). In vitro, the relief effect of LV after MTX administration was significantly enhanced after FPGS knockdown in al cell lines, whereas enhancement of FPGS expression by NaBu treatment significantly reduced this relief effect. These findings suggested that polyglutamylation could be a predictor of therapeutic response to HD-MTX therapy with LV rescue in PCNSL. Combination therapy with HD-MTX and polyglutamylation-inducing agents might represent a promising strategy for PCNSL treatment.
The standard treatment for primary central nervous system lymphoma (PCNSL) is high-dose methotrexate (HD-MTX)-based chemo-radiotherapies with leucovorin (LV) rescue [10, 16, 27]. The median overall survival of patients with PCNSL who undergo HD-MTX-based therapies is ~ 40 months [16, 27]; however, the therapeutic response to HD-MTX therapies varies in patients with PCNSL, with some cases showing poor therapeutic response or recurrence . The established prognostic factors for therapeutic response to HD-MTX and for survival in PCNSL are age and performance status [2, 9], whereas no predictors have been identified for molecules supposedly targeted in this therapy. Polyglutamylation is a reversible post-translational modification of proteins that is thought to be involved in the stabilization of proteins, such as microtubules . In contrast to normal cells, tumor cells show frequent occurrence of polyglutamylation . Once the MTX transported into the tumor cells is polyglutamylated, it is retained and strongly binds to dihydrofolate reductase (DHFR) in a process that is not subject to competitive inhibition by LV, resulting in long-lasting inhibition of thymidylate synthase [14, 22, 24]. Therefore, MTX treatment can selectively kill cancer cells in which polyglutamylation has occurred, whereas normal cells with lower levels of polyglutamylation are rescued with LV . In this context, we hypothesized that the therapeutic response to HD-MTX therapy with LV rescue is dependent upon the extent of polyglutamylation in PCNSL. This study investigated whether the extent of polyglutamylation could predict the response to HD-MTX therapy in patients with PCNSL. To the best of our knowledge, this is the first study revealing that polyglutamylation could be a significant predictor of the therapeutic response to HD-MTX therapy with LV rescue in PCNSL.
Materials and methods
For clinical investigation
HD-MTX-based chemotherapy with LV rescue was performed according to our previously reported protocol . Induction therapy consisted of a cycle of high-dose MTX (3.5 g/m2) delivered intravenously over 3 h on days 1, 22, and 43. LV rescue was initiated 24 h after the start of MTX infusion, and 15 mg of LV was intravenously administered nine times every 3 h, followed by five times every 6 h. The repeated intravenous administration of LV was continued until MTX clearance (< 0.1 μM). Procarbazine (60 mg/m2) was administered orally on days 1 through 7, 22 through 28, and 43 through 49. The initial betamethasone treatment dose was tapered from 16 mg to 2 mg every 4 days. The first-line therapy did not include any rituximab therapy. One course was administered every 3 weeks, and three such courses were performed (Fig. 1). Patients with PCNSL and aged < 60 years were supposed to undergo radiotherapy (RT) from 4 weeks after the completion of three courses of HD-MTX therapy. By contrast, patients aged ≥60 years were monitored for complete response (CR) to the therapy during follow-up evaluation after completion of the three courses. Alternatively, they underwent RT or other chemotherapies. If the progressive disease (PD) occurred before the three courses of HD-MTX were completed, patients aged < 60 years underwent RT, whereas those aged ≥60 years underwent RT or other chemotherapies. The second-line therapy was not uniform in cases of recurrence after completing HD-MTX therapies with or without RT.
Evaluation of therapeutic response to HD-MTX
The therapeutic response to HD-MTX was evaluated using CT or magnetic resonance imaging (MRI), with contrast-enhancement according to the response criteria published by the International PCNSL Collaborative Group . Evaluation of the therapeutic response to HD-MTX was performed just before the initiation of each course of HD-MTX, 3 weeks after the completion of the three courses, and during the follow-up period. We evaluated all patients every 3 months for the first 2 years and every 6 months thereafter. CR was assumed in cases of both CR and unconfirmed CR (CRu). For patients unable to complete the three courses of HD-MTX due to adverse events associated with MTX, MRI data obtained after the final HD-MTX treatment was used for the evaluation.
Immunofluorescence of tissue sections
Multicolored immunofluorescence using different primary antibodies for polyglutamylation (AdipoGen) and CD20 (Spring Bioscience) was performed as reported previously . To subtract the autofluorescence in FFPE tumor specimens, a Mantra system was used (PerkinElmer, Waltham, MA, USA) .
Area under the concentration-time curve of MTX (AUCMTX)
According to population pharmacokinetic analysis using the nonlinear mixed-effects modeling program (NONMEM, version 7.3.0) , we examined AUCMTX in 67 patients with PCNSL whose plasma MTX concentrations were available. We also assessed the correlation between clinical response and AUCMTX according to polyglutamylation status.
As previously reported , overall survival (OS) was measured as the time from initial diagnosis to death from any cause, and progression-free survival (PFS) as the time from diagnosis to the first PD. Cases in which extracranial lesions were found by PET or contrast-enhanced CT after treatment were also considered PD. Patients whose day of death was uncertain and patients who were alive on the day of analysis were censored, with the time from the first diagnosis to the last physical interaction or clinic visit used as the censoring time. Patients whose day of PD was uncertain and patients without PD on the day of analysis were censored with the time from diagnosis to that of the last MRI/CT showing a response. We investigated whether polyglutamylation could be a predictor of OS and PFS using Kaplan-Meier survival curves and multivariate analysis. For survival analyses, we used the log-rank test to compare the Kaplan-Meier curves for OS or PFS in patients who did and did not manifest polyglutamylation. To estimate the treatment response to MTX, we applied the Cox proportional-hazards model. Univariate analysis was used to estimate the prognostic relevance of polyglutamylation status, a predictive marker for HD-MTX treatment, and of patient age, sex, preoperative Karnofsky performance status (KPS), MSKCC prognostic scoring , cell of origin (GCB vs non-GCB) , lactate dehydrogenase (LDH) levels, and tumor location, in which the tumors were divided into deep (corpus callosum, basal ganglia, brain stem, and cerebellum) or non-deep location included in the International Extranodal Lymphoma Study Group score . The variables were included in the Cox model and subjected to multivariate analysis.
For experimental investigation
Human lymphoma cell lines, namely, HKBML, a human PCNSL-derived cell line; RAJI, a Burkkit lymphoma cell line; and TL-1, a lymph node B-lymphoma cell line, were purchased from RIKEN BioResource Center (Tsukuba, Japan). These floating cells were maintained as previously reported .
Knockdown of folpolyglutamate synthetase (FPGS) in lymphoma cells
FPGS induces the accumulation of high levels of MTX polyglutamates in childhood leukemia . To decrease this accumulation in lymphoma cell lines, we established stable, genetically modified cell lines in which FPGS was knocked down by a lentivirus system. Lentiviruses were prepared as reported previously . PMD2.G (envelope vector) and psPAX2 (packaging vector) were purchased from Addgene (Cambridge, MA). FPGS-specific short-hairpin (sh)RNA constructs in pLKO.1 vectors were also obtained from Dharmacon (Lafayette, CO, USA), and an empty vector was used as a scrambled-sequence control. Cells were selected and maintained with puromycin (0.5–1 μg/mL).
Cell viability assay
We used the Cell Counting Kit-8 (Dojindo Molecular Technologies, Inc., Kumamoto, Japan) to evaluate cell viability after individual treatment, as previously reported [3, 4]. Cells were treated with 100 nM MTX (Wako Pure Chemical Industries, Ltd., Osaka, Japan) for 24 h, followed by the addition of LV (Pfizer Japan, Inc., Tokyo, Japan) at a final concentration of 3 μg/mL and culturing for an additional 24 h. Cell viability assay was performed 48 h later. Histone-deacetylase inhibitors (HDACIs) enhance the antitumor effect of MTX by upregulating FPGS expression, thereby causing intracellular accumulation of long-chain MTX polyglutamates in childhood acute lymphoblastic leukemia (ALL) . Sodium butyrate (NaBu; Sigma-Aldrich, St Louis, MO, USA), a pan-HDACI, was used in this study. Lymphoma cell lines were treated with 100 nM MTX with or without 1 mM NaBu for 24 h prior to the addition of LV. Cell viability was assessed 48 h later.
Western blot was performed as previously described . The primary antibodies used were anti-FPGS (1:1000; rabbit polyclonal; Spring Bioscience), anti-DHFR (1:10,000; rabbit monoclonal; EPR5285; Abcam, Cambridge, MA, USA), and anti-α-tubulin (1:5000; mouse monoclonal; Sigma-Aldrich).
Immunofluorescence of lymphoma cells
Lymphoma cells were collected, attached to glass slides using the cytospin method, and processed for immunofluorescence as previously reported [4, 29]. To evaluate polyglutamylation levels in cells, anti-polyglutamylation antibodies (AdipoGen) were used at 1:2000 dilution. 4′,6-Diamidino-2-phenylindole (DAPI; FluoroPure grade; Thermo Fisher Scientific, Waltham, MA, USA) was used for counterstaining.
Statistical differences were assessed by Mann-Whitney U test, chi-squared test, log-rank test, and Student’s t test. Differences were determined to be statistically significant if p < 0.05. The data were represented as the mean ± standard deviation (SD) of at least three replicates for each experiment. The Statistical Package for the Social Sciences (SPSS version 19; IBM corp., Armonk, NY, USA) was used for all statistical analyses.
Among 113 consecutive patients with PCNSL, sufficient tissue specimens were available from only 82 patients. There were no differences in the clinical characteristics of these 82 patients or the remaining 31 patients (data not shown). The 82 patients comprised 46 males and 36 females, with a median age of 67 years. The median KPS was 40 (range, 20–100). The rate of CR to HD-MTX was 46.4%, and median OS was 1275 days (~ 42.5 months). Five patients who responded to HD-MTX therapy switched to RT before completing three courses of HD-MTX because HD-MTX caused adverse events. Six patients who showed new extracranial lesions after treatments were considered PD, although they showed no intracranial lesions. Two patients died due to adverse events associated with HD-MTX, such as hemo-phagocytic syndrome and interstitial pneumonia. One of them was a responder, as evidenced by MRI results, and was censored regarding PFS.
Distribution of patients with CR and non CR at different cut-off values of polyglutamylation percentage
1% of cut-off value
Polyglutamylation, ≧ 1% (n = 48)
Non polyglutamylation, < 1% (n = 34)
10% of cut-off value
Polyglutamylation, ≧ 10% (n = 43)
Non polyglutamylation, < 10% (n = 39)
20% of cut-off value
Polyglutamylation, ≧ 20% (n = 28)
Non polyglutamylation, < 20% (n = 54)
30% of cut-off value
Polyglutamylation, ≧ 30% (n = 24)
Non polyglutamylation, < 30% (n = 58)
Clinical characteristics of patients based on polyglutamylation status
Polyglutamylation (n = 43)
Non polyglutamylation (n = 39)
Sex (# of pts)
(# of pts) High (≥70) / Low (≤60)
MSKCC prognostic score
Cell of origin
LDH (# of pts)
High/ Normal range
Location (# of pts)
Cox proportional hazard model for PFS
HR (95% CI)
HR (95% CI)
KPS (high vs. low)
Sex (M vs. F)
Cell of origin (GCB vs. non-GCB)
LDH (high vs. normal range)
Location (deep vs. not deep)
Polyglutamylation vs. non-polyglutamylation
Cox proportional hazard model for OS
HR (95% CI)
HR (95% CI)
KPS (high vs. low)
Sex (M vs. F)
Cell of origin (GCB vs. non-GCB)
LDH (high vs. normal range)
Location (deep vs. not deep)
Polyglutamylation vs. non-polyglutamylation
Correlation of clinical response between polyglutamylation status and AUCMTX
In the non-polyglutamylation group, 33.3% (13/39) of the patients had CR (Table 1). The MTX concentrations might be an underlying factor associated with the observed differences in clinical response, as AUCMTX is an important outcome predictor . We examined the correlation between clinical response and the AUCMTX in 67 patients whose plasma MTX concentrations were available. The average AUCMTX was 1705.7 (range, 1074.2–5754.2) μmol/L/h in the 67 patients, and there was a tendency toward the average AUCMTX being higher in patients having CR as compared with those with no CR (1748.8 μmol/L/h vs.1568.3 μmol/L/h, respectively; p = 0.091; Fig. 3e) in the non-polyglutamylation group. However, in the polyglutamylation group, there was no correlation in average AUCMTX between patients having CR and those having no CR (1863.4 μmol/L/h vs 1694.1 μmol/L/h, respectively; p = 0.54; Fig. 3e). This result might explain why one third of the patients showed CR in the non-polyglutamylation group.
HD-MTX-based therapy with LV rescue is established as the standard treatment method for patients with PCNSL [10, 16, 27]. The therapeutic response to HD-MTX therapy varies, and no predictors for therapeutic response or survival have been identified in patients with PCNSL. MTX treatment with LV rescue can selectively kill tumor cells harboring high levels of polyglutamylation, whereas healthy cells with lower levels of polyglutamylation are rescued by LV . We hypothesized that the therapeutic response to HD-MTX therapy with LV rescue depends upon the extent of polyglutamylation in PCNSL. We found that polyglutamylation is indeed a significant predictor of the response to HD-MTX therapy in patients with PCNSL. Additionally, our in vitro studies confirmed that the therapeutic response to HD-MTX treatment with LV rescue was dependent upon the extent of polyglutamylation in lymphoma cell lines, which was consistent with our clinical results. To the best of our knowledge, there have been no studies evaluating the correlation between therapeutic response and polyglutamylation in PCNSL. In other types of malignant neoplasms, high levels of MTX polyglutamylation (for example, in pediatric ALL, such as pediatric B cell lineage ALL) are correlated with therapeutic response, with pediatric B cell lineage ALL showing higher cure rates as compared with adult ALL and T cell lineage ALL . The mechanism of resistance to MTX in leukemia possibly involves decreased uptake of the drug or lack of drug retention due mainly to low levels of polyglutamylation, increased polyglutamate breakdown, or increased DHFR activity [5, 6, 14]. Decreased expression of the reduced folate carrier, a transport protein, was associated with impaired MTX transport and was observed in relapsed acute lymphocytic leukemia after treatment with MTX therapy . Low levels of DHFR gene amplification might also be an important cause of MTX resistance in ALL . Such mechanisms of resistance to MTX aside from impaired polyglutamylation might explain why CR to MTX therapy was observed in only 60% of the patients with PCNSL who showed polyglutamylation in the present study. In contrast, one third of patients in the non-polyglutamylation group had CR. AUCMTX might be a predictor for therapeutic response , and here, we found higher AUCMTX values in patients with CR as compared with those with no CR. Therefore, the combination of polyglutamylation status and AUCMTX might be useful for prediction of MTX therapeutic response.
Regarding prognostic factors for survival in patients with PCNSL, polyglutamylation status was the only statistically significant prognostic factor for PFS, but did not qualify as a significant predictor of OS. Age and performance status, which have already been established as predictors of OS, were the only significant prognostic factors for OS in this study. These results might be explained by the fact that both the first- and second-line treatments were heterogeneous among differently aged groups in this study. Therefore, we examined the correlation between polyglutamylation status and clinical outcome in patients aged < 60 years, all of whom received radiation as part of their first-line therapy. We found a tendency toward better median OS in the polyglutamylation group than in the non-polyglutamylation group (Fig. 3c). To investigate whether polyglutamylation status predicts OS, further analysis of PCNSL patients who have previously undergone homogeneous therapies is needed.
The multiple-fluorescence system revealed that in addition to tumor cells expressing CD20 and exhibiting high levels of polyglutamylation, brain parenchyma also exhibited polyglutamylation, as revealed by red color resulting from non-overlapping fluorescence in the merged image (Fig. 2d). Although we used a 10% cut-off value based on IHC positivity, we might be able to identify a more accurate cut-off value for clinical use through the multiple-IHC-staining platform.
HDACIs improve the efficiency of MTX therapy with LV rescue in childhood ALL by upregulating FPGS expression and causing intracellular accumulation of long-chain MTX polyglutamates . Our results revealed that HDACIs reduced the relief effect of LV after MTX therapy, thereby enhancing the antitumor effect. Therefore, modification of polyglutamylation levels could improve the antitumor effect of HD-MTX-based therapies for PCNSL. Identifying new drugs or subjecting known drugs to drug repositioning to specifically upregulate polyglutamylation in tumor cells could improve the efficacy of PCNSL treatment.
This was a retrospective study, therefore, prospective studies on the extent to which polyglutamylation levels predict the therapeutic response to HD-MTX treatment with LV rescue should be performed.
Our findings suggest that polyglutamylation levels could represent a predictor of therapeutic response to HD-MTX therapy with LV rescue in PCNSL. Furthermore, combination therapy with HD-MTX and agents inducing polyglutamylation might be useful for treating PCNSL.
This work was supported by a Grant-in-Aid for Scientific Research (grant no. 25462272) from the Japan Society for the Promotion of Science.
All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. Informed consent was obtained from all individual participants or their families included in the study under our approved protocol. All applicable international, national, and/or institutional guidelines for the care and use of animals were followed.
The authors declare that they have no competing interests.
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- Abrey LE, Batchelor TT, Ferreri AJ, Gospodarowicz M, Pulczynski EJ, Zucca E et al (2005) Report of an international workshop to standardize baseline evaluation and response criteria for primary CNS lymphoma. J Clin Oncol 23:5034–5043View ArticlePubMedGoogle Scholar
- Abrey LE, Ben-Porat L, Panageas KS, Yahalom J, Berkey B, Curran W et al (2006) Primary central nervous system lymphoma: the Memorial Sloan-Kettering Cancer Center prognostic model. J Clin Oncol 24:5711–5715View ArticlePubMedGoogle Scholar
- Anai S, Hide T, Takezaki T, Kuroda J, Shinojima N, Makino K et al (2014) Antitumor effect of fibrin glue containing temozolomide against malignant glioma. Cancer Sci 105:583–591View ArticlePubMedPubMed CentralGoogle Scholar
- Aoki H, Kondo Y, Aldape K, Yamamoto A, Iwado E, Yokoyama T et al (2008) Monitoring autophagy in glioblastoma with antibody against isoform B of human microtubule-associated protein 1 light chain 3. Autophagy 4:467–475View ArticlePubMedGoogle Scholar
- Banerjee D, Mayer-Kuckuk P, Capiaux G, Budak-Alpdogan T, Gorlick R et al (2002) Novel aspects of resistance to drugs targeted to dihydrofolate reductase and thymidylate synthase. Biochim Biophys Acta 1587:164–173View ArticlePubMedGoogle Scholar
- Bertino JR, Goker E, Gorlick R, Li WW, Banerjee D (1996) Resistance mechanisms to methotrexate in tumors. Stem Cells 14:5–9View ArticlePubMedGoogle Scholar
- Boucher D, Larcher JC, Gros F, Denoulet P (1994) Polyglutamylation of tubulin as a progressive regulator of in vitro interactions between the microtubule-associated protein tau and tubulin. Biochemistry 33:12471–12477View ArticlePubMedGoogle Scholar
- Fabre I, Fabre G, Goldman ID (1984) Polyglutamylation, an important element in methotrexate cytotoxicity and selectivity in tumor versus murine granulocytic progenitor cells in vitro. Cancer Res 44:3190–3195PubMedGoogle Scholar
- Ferreri AJ, Blay JY, Reni M, Pasini F, Spina M, Ambrosetti A et al (2003) Prognostic scoring system for primary CNS lymphomas: the international Extranodal lymphoma study group experience. J Clin Oncol 21:266–272View ArticlePubMedGoogle Scholar
- Gabbai AA, Hochberg FH, Linggood RM, Bashir R, Hotleman K (1989) High-dose methotrexate for non-AIDS primary central nervous system lymphoma. Report of 13 cases. J Neurosurg 70:190–194View ArticlePubMedGoogle Scholar
- Goker E, Lin JT, Trippett T, Elisseyeff Y, Tong WP, Niedzwiecki D et al (1993) Decreased polyglutamylation of methotrexate in acute lymphoblastic leukemia blasts in adults compared to children with this disease. Leukemia 7:1000–1004PubMedGoogle Scholar
- Goker E, Waltham M, Kheradpour A, Trippett T, Mazumdar M, Elisseyeff Y et al (1995) Amplification of the dihydrofolate reductase gene is a mechanism of acquired resistance to methotrexate in patients with acute lymphoblastic leukemia and is correlated with p53 gene mutations. Blood 86:677–684PubMedGoogle Scholar
- Gorlick R, Goker E, Trippett T, Steinherz P, Elisseyeff Y, Mazumdar M et al (1997) Defective transport is a common mechanism of acquired methotrexate resistance in acute lymphocytic leukemia and is associated with decreased reduced folate carrier expression. Blood 89:1013–1018PubMedGoogle Scholar
- Gorlick R, Goker E, Trippett T, Waltham M, Banerjee D, Bertino JR (1996) Intrinsic and acquired resistance to methotrexate in acute leukemia. N Engl J Med 335:1041–1048View ArticlePubMedGoogle Scholar
- Hans CP, Weisenburger DD, Greiner TC, Gascoyne RD, Delabie J, Ott G et al (2004) Confirmation of the molecular classification of diffuse large B-cell lymphoma by immunohistochemistry using a tissue microarray. Blood 103:275–282View ArticlePubMedGoogle Scholar
- Hiraga S, Arita N, Ohnishi T, Kohmura E, Yamamoto K, Oku Y et al (1999) Rapid infusion of high-dose methotrexate resulting in enhanced penetration into cerebrospinal fluid and intensified tumor response in primary central nervous system lymphomas. J Neurosurg 91:221–230View ArticlePubMedGoogle Scholar
- Joerger M, Ferreri AJ, Krahenbuhl S, Schellens JH, Cerny T, Zucca E et al (2012) Dosing algorithm to target a predefined AUC in patients with primary central nervous system lymphoma receiving high dose methotrexate. Br J Clin Pharmacol 73:240–247View ArticlePubMedPubMed CentralGoogle Scholar
- Joerger M, Huitema AD, Krahenbuhl S, Schellens JH, Cerny T, Reni M et al (2010) Methotrexate area under the curve is an important outcome predictor in patients with primary CNS lymphoma: a pharmacokinetic-pharmacodynamic analysis from the IELSG no. 20 trial. Br J Cancer 102:673–677View ArticlePubMedPubMed CentralGoogle Scholar
- Leclerc GJ, Mou C, Leclerc GM, Mian AM, Barredo JC (2010) Histone deacetylase inhibitors induce FPGS mRNA expression and intracellular accumulation of long-chain methotrexate polyglutamates in childhood acute lymphoblastic leukemia: implications for combination therapy. Leukemia 24:552–562View ArticlePubMedGoogle Scholar
- Louis DN, Perry A, Reifenberger G, von Deimling A, Figarella-Branger D, Cavenee WK et al (2016) The 2016 World Health Organization classification of tumors of the central nervous system: a summary. Acta Neuropathol 131:803–820View ArticlePubMedGoogle Scholar
- Makino K, Nakamura H, Hide T, Kuroda J, Yano S, Kuratsu J (2015) Prognostic impact of completion of initial high-dose methotrexate therapy on primary central nervous system lymphoma: a single institution experience. Int J Clin Oncol 20:29–34View ArticlePubMedGoogle Scholar
- Matherly LH, Barlowe CK, Goldman ID (1986) Antifolate polyglutamylation and competitive drug displacement at dihydrofolate reductase as important elements in leucovorin rescue in L1210 cells. Cancer Res 46:588–593PubMedGoogle Scholar
- McGuire JJ (2003) Anticancer antifolates: current status and future directions. Curr Pharm Des 9:2593–2613View ArticlePubMedGoogle Scholar
- McGuire JJ, Mini E, Hsieh P, Bertino JR (1985) Role of methotrexate polyglutamates in methotrexate- and sequential methotrexate-5-fluorouracil-mediated cell kill. Cancer Res 45:6395–6400PubMedGoogle Scholar
- Mlecnik B, Bindea G, Kirilovsky A, Angell HK, Obenauf AC, Tosolini M et al (2016) The tumor microenvironment and Immunoscore are critical determinants of dissemination to distant metastasis. Sci Transl Med 8:327ra326View ArticleGoogle Scholar
- Muta D, Makino K, Nakamura H, Yano S, Kudo M, Kuratsu J (2011) Inhibition of eIF4E phosphorylation reduces cell growth and proliferation in primary central nervous system lymphoma cells. J Neuro-Oncol 101:33–39View ArticleGoogle Scholar
- O'Brien PC, Roos DE, Pratt G, Liew KH, Barton MB, Poulsen MG et al (2006) Combined-modality therapy for primary central nervous system lymphoma: long-term data from a phase II multicenter study (trans-Tasman radiation oncology group). Int J Radiat Oncol Biol Phys 64:408–413View ArticlePubMedGoogle Scholar
- Rots MG, Pieters R, Peters GJ, Noordhuis P, van Zantwijk CH, Kaspers GJ et al (1999) Role of folylpolyglutamate synthetase and folylpolyglutamate hydrolase in methotrexate accumulation and polyglutamylation in childhood leukemia. Blood 93:1677–1683PubMedGoogle Scholar
- Shinojima N, Hossain A, Takezaki T, Fueyo J, Gumin J, Gao F et al (2013) TGF-beta mediates homing of bone marrow-derived human mesenchymal stem cells to glioma stem cells. Cancer Res 73:2333–2344View ArticlePubMedPubMed CentralGoogle Scholar
- Shinojima N, Nakamura H, Tasaki M, Kameno K, Anai S, Iyama K et al (2014) A patient with medulloblastoma in its early developmental stage. J Neurosurg Pediatr 14:615–620View ArticlePubMedGoogle Scholar
- Shinojima N, Tada K, Shiraishi S, Kamiryo T, Kochi M, Nakamura H et al (2003) Prognostic value of epidermal growth factor receptor in patients with glioblastoma multiforme. Cancer Res 63:6962–6970PubMedGoogle Scholar
- Yamamoto T, Shinojima N, Todaka T, Nishikawa S, Yano S, Kuratsu J (2015) Meningioma in down syndrome. World Neurosurg 84:866 e861–866 e866View ArticleGoogle Scholar