Using classical methods to produce drug-resistant cell lines, we generated two cell lines that showed approximately 30-fold greater resistance to PDX than their parental counterparts. The characteristics of the PDX-resistant cells were as follows: (i) decreased internalization of PDX in CEM/P cells owing to reduced RFC expression; (ii) increased expression of DHFR protein in MOLT4/P cells; (iii) collateral sensitivity to nucleoside analogs such as FDS and AraC; and (iv) synergism with the hypomethylating agent DAC.
These data are the first to address the potential mechanisms of acquired PDX resistance, although the molecular mechanisms of antifolate resistance to MTX in tumor cells have been extensively studied [25, 26]. The most frequent mechanism responsible for mediating antifolate resistance is related to impairment of antifolate uptake, typically due to reduced expression of RFC1 and/or inactivating mutations in RFC1. Increased antifolate efflux owing to overexpression of multidrug resistance efflux transporters has also been reported [25, 26]. Mechanisms related to defective polyglutamylation have been shown to be attributed to decreased FPGS expression, inactivating mutations in FPGS, and increased expression of gamma glutamyl hydrolase (GGH) [25, 26]. In addition, amplification of DHFR and/or TS caused by overexpression has been reported, and mutations in these genes can decrease their affinity for antifolates, resulting in antifolate resistance [25, 26]. Our results indicated that impaired internalization of PDX owing to decreased expression of RFC1 may be one of the mechanisms of PDX resistance in CEM/P cells. In contrast, in MOLT4/P cells, increased DHFR expression was observed, suggesting that increased DHFR protein levels may be one of the mechanisms of PDX resistance in MOLT4/P cells.
In our study, PDX-resistant cells were highly sensitive to nucleoside analogs. MTX inhibits cell growth by interfering with enzymatic reactions that require thymidine and purine synthesis. According to previous reports, nucleobase salvage is necessary for the activity of MTX [27, 28]. Thus, collateral sensitivity to nucleoside analogs may have occurred. The single use of FDS or AraC may have cytotoxic effects on PDX-resistant cells in vivo. FDS-induced apoptosis was reduced in both PDX-resistant cell lines. Thus, the apoptotic pathway may be partly associated with the acquisition of PDX resistance, although the mechanisms responsible for this effect have not yet been clarified.
As shown in Fig. 5, the expression level of DNMT3B was increased in PDX-resistant cells, and the sensitivity to DAC was also significantly higher. DNMT3B has a prominent role in the methylation of CpG islands, and overexpression of DNMT3B is related to drug resistance [29, 30]. Knockdown of DNMT3B in CEM/P cells resulted in only partial restoration of PDX resistance. Although we did not perform methylation array analysis in our PDX-resistant cell lines, the products of methylated genes may confer high levels of PDX resistance. Thus, combination with DAC resulted in high susceptibility to PDX in resistant cells.
Recently, several studies have explored potentially synergistic combinations with PDX [15, 16, 31–35]. For example, T-cell lymphomas are driven by some epigenetic defects [34], and sensitivity to epigenetic therapies such as histone deacetylase (HDAC) inhibitors (e.g., romidepsin) or DNMT inhibitors [33] has been noted. Combination of PDX with romidepsin showed promising activity in patients with relapsed/refractory PTCL in a recently published phase I study. Among patients with T-cell lymphoma, the overall response rate was 71% (10/14), with 29% (4/14) achieving a complete response in the phase I trial [15, 31]. Participants are now being actively recruited for a phase II trial (clinical trial no. NCT01947140). Additionally, combinations of HDAC inhibitors and DNMT inhibitors such as romidepsin and azacytidine or DAC are also effective in clinical setting [33, 34]. Marchi et al. reported that the combination of romidepsin and DAC increased the number of modulated genes involved in apoptosis and cell cycle arrest [33]. A clinical trial evaluating the combination of DAC, PDX, and pembrolizumab in PTCL is now underway (NCT03240211). We are expecting that the combination of PDX with DAC may be effective in relapsed/refractory PTCLs in a clinical setting.