Sci Rep Sci Rep 1579 scirep Scientific Reports 2045-2322 Nature Publishing Group PMC8160139 PMC8160139.1 8160139 8160139 34045581 10.1038/s41598-021-90585-w 90585 1 Article Heat-activated nanomedicine formulation improves the anticancer potential of the HSP90 inhibitor luminespib in vitro Epp-Ducharme Brittany Dunne Michael Fan Linyu Evans James C. Ahmed Lubabah Bannigan Pauric Allen Christine cj.allen@utoronto.ca grid.17063.33 0000 0001 2157 2938 Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2 Canada 27 5 2021 2021 11 372026 11103 8 2 2021 29 4 2021 27 05 2021 28 05 2021 17 08 2025 © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/ Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ . The heat shock protein 90 inhibitor, luminespib, has demonstrated potent preclinical activity against numerous cancers. However, clinical translation has been impeded by dose-limiting toxicities that have necessitated dosing schedules which have reduced therapeutic efficacy. As such, luminespib is a prime candidate for reformulation using advanced drug delivery strategies that improve tumor delivery efficiency and limit off-target side effects. Specifically, thermosensitive liposomes are proposed as a drug delivery strategy capable of delivering high concentrations of drug to the tumor in combination with other chemotherapeutic molecules. Indeed, this work establishes that luminespib exhibits synergistic activity in lung cancer in combination with standard of care drugs such as cisplatin and vinorelbine. While our research team has previously developed thermosensitive liposomes containing cisplatin or vinorelbine, this work presents the first liposomal formulation of luminespib. The physico-chemical properties and heat-triggered release of the formulation were characterized. Cytotoxicity assays were used to determine the optimal drug ratios for treatment of luminespib in combination with cisplatin or vinorelbine in non-small cell lung cancer cells. The formulation and drug combination work presented in this paper offer the potential for resuscitation of the clinical prospects of a promising anticancer agent. Subject terms Nanoparticles Non-small-cell lung cancer Nanotechnology in cancer Drug delivery Chemotherapy Strategic Training in Transdisciplinary Radiation Science for the 21st Century (STARS21) program http://dx.doi.org/10.13039/501100000024 Canadian Institutes of Health Research PJT 155905 Allen Christine pmc-status-qastatus 0 pmc-status-live yes pmc-status-embargo no pmc-status-released yes pmc-prop-open-access yes pmc-prop-olf no pmc-prop-manuscript no pmc-prop-legally-suppressed no pmc-prop-has-pdf yes pmc-prop-has-supplement yes pmc-prop-pdf-only no pmc-prop-suppress-copyright no pmc-prop-is-real-version no pmc-prop-is-scanned-article no pmc-prop-preprint no pmc-prop-in-epmc yes pmc-license-ref CC BY issue-copyright-statement © The Author(s) 2021 Introduction Heat shock protein 90 (HSP90) is a 90 kDa molecular chaperone responsible for the folding, stabilization, and activation of hundreds of client proteins involved in cell cycle control, signal transduction, and DNA damage repair pathways 1 – 5 . Many oncoproteins are client proteins of HSP90 6 – 8 , thereby positioning HSP90 as a central target in various cancers. Over the last 25 years, numerous HSP90 inhibitors (HSP90i) have been discovered and studied preclinically, 18 of which have entered clinical trials 9 . In the clinic, HSP90i have not been able to strike an effective balance between systemic toxicity and clinical efficacy 10 , 11 . Luminespib (LUM) is a second-generation HSP90i co-developed by the Institute of Cancer Research (London, United Kingdom) and Vernalis Research (subsequently licensed to Novartis). Preclinically, LUM has demonstrated antitumor activity in various tumor models 12 – 20 . LUM has been assessed in 27 clinical trials (Phase 1 and 2), as both a monotherapy and in combination with chemotherapy, in various cancers 21 – 33 . Although treatment with LUM led to partial response and stable disease, notably in patients with non-small cell lung cancer (NSCLC) with mutations in EGFR and ALK 21 , it failed to meet clinical trial endpoints, and its systemic administration resulted in a high occurrence of ophthalmological toxicities hindering further development 10 , 25 – 28 . Nanomedicine formulation strategies are a promising approach to ameliorate the systemic toxicity associated with HSP90i while simultaneously allowing for enhanced drug accumulation at the tumor site 34 . Presently, liposomes represent the most clinically successful nanomedicine formulations including Doxil ® and the more recently approved Vyxeos ® 35 . Several liposomal formulations encapsulating HSP90i have been developed 36 – 41 , but a liposome formulation for LUM has not yet been reported. Despite their success, conventional liposomes have inherent limitations such as a reliance on the heterogeneous enhanced permeability and retention (EPR) effect 42 and incomplete drug release 43 , 44 . Thermosensitive liposomes have been developed in order to overcome these inherent weaknesses. These heat-sensitive nanoparticles are able to entrap drugs in their aqueous core below the gel to liquid crystalline transition temperature (T m ) of the lipid bilayer. When the liposomes are heated, via an external stimulus, to temperatures above their T m , the drug cargo is released into the surrounding tumor vasculature from where it is able to extravasate into the tumor tissue 45 . ThermoDox ® , a thermosensitive liposome containing doxorubicin, is the most clinically advanced thermosensitive liposome formulation, having undergone clinical trials in various solid tumors ( NCT00826085 , NCT00441376 , NCT02181075 , NCT00617981 , NCT00346229 , NCT00093444 ). While the ultimate clinical fate of ThermoDox is not yet known, this landmark thermosensitive drug carrier has left its mark on the drug development community by inspiring the development of many similar heat-activated, rapid-release liposome formulations encapsulating both chemo- and molecular therapeutics 36 , 46 – 49 . It has been suggested that HSP90i may be best utilized in combination with chemo- or molecular therapeutics as the disruption of HSP90 client proteins may enhance the cytotoxicity of other therapies 50 , 51 . For example, HSP90 inhibition has been shown to lead to AKT inhibition and enhanced apoptosis in cancer cells treated with microtubule inhibitors 52 , 53 . Combination treatments are commonly used in cancer therapy. These include combinations of two or more chemotherapeutics or combining chemotherapeutics with other treatment modalities such as radiotherapy, hyperthermia (HT), molecular therapies or immunotherapies 54 – 57 . Although some combinations work together to achieve additive or synergistic effects, others may result in antagonistic effects, and therefore all combinations must be carefully selected to achieve maximum efficacy with minimal off-target toxicities 58 . Our previous work has demonstrated that thermosensitive liposomes are an efficient strategy to co-deliver chemotherapeutics and molecular therapies to tumors and that efficacy can be enhanced by HT 36 . As lung cancer is the leading cause of cancer-related deaths 59 , current standard-of-care treatments including surgery, radiation, and chemotherapeutic regimens provide insufficient clinical efficacy and novel approaches are required 60 – 62 . In the preclinical setting, LUM is an effective anticancer treatment for NSCLC 63 . Additionally, some clinical activity has also been observed in NSCLC patients 28 . However, in order to improve the anticancer potential of LUM, an improved formulation and the identification of an effective combination treatment is needed. In the present study, a thermosensitive liposomal formulation containing LUM was developed to enhance the efficacy of LUM, while simultaneously mitigating off-target toxicities. In order to increase the aqueous solubility of LUM, a mesylate salt of the drug was utilized. In NSCLC cell monolayers, LUM was combined with standard of care chemotherapeutics [i.e., cisplatin (CDDP) and vinorelbine (VRL)], as well as mild HT, in order to investigate the ability of these three combinations to enhance the efficacy of LUM. As a result, a stable liposome formulation of LUM was developed that provides rapid and efficient drug release upon mild heating and specific ratios of LUM with both CDDP and VRL that result in synergistic activity were identified. Results Physicochemical characterization and stability of thermosensitive liposomal formulation of LUM The physicochemical characteristics of the newly developed thermosensitive liposome formulation of LUM (thermoLUM) are summarized in Table 1 . Thermosensitive liposomes consisting of 1,2-dipalmitoyl-sn-glycero-3-phosphocholine (DPPC), 1-stearoyl-2-hydroxy-sn-glycero-3-phosphatidylcholine (MSPC), and N -(carbonyl-methoxypolyethylene glycol 2000)-1,2-distearoyl-sn-glycero-3 phosphoethanolamine (mPEG 2000 -DSPE) at an 86:10:4 molar ratio were prepared with a solution of TEA 8 SOS (pH 5.7) in the internal aqueous volume and an external liposome solution of HEPES-buffered saline (HBS) solution (pH 7.4). This allowed for the active loading of LUM, which resulted in high loading efficiency and a drug-to-lipid ratio of 1:24, equivalent to approximately 5000 LUM molecules per liposome. The liposomes were found to have a negative ζ-potential of − 31 ± 2 mV, and a diameter of 102 ± 2 nm, with a narrow size distribution [polydispersity index (PDI) = 0.08 ± 0.03]. The T m of the lipid bilayer was found to be in the range of mild HT (40.10 ± 0.13 °C). Cryo-TEM was conducted to confirm the morphology of the liposomes. As seen in Fig. 1 , the liposomes were found to be roughly spherical in shape. Table 1 Summary of the experimentally measured physiochemical properties of thermoLUM. Parameters Value Lipid composition 86:10:4 mol% DPPC:MSPC:mPEG2000-DSPE Loading efficiency 86 ± 4%* Drug to lipid molar ratio 1 to 24.2 ± 0.6* Liposome diameter 102 ± 2 nm* PDI 0.08 ± 0.03* ζ-Potential − 31 ± 2 mV* Tm (unloaded liposomes) 41.09 ± 0.04 °C* Tm (thermoLUM) 40.10 ± 0.13 °C* Drug molecules per liposome 5000 ± 200 *Error values represent the standard deviation (SD) obtained from three or more independent batches of liposomes. Figure 1 Representative cryo-TEM micrograph of the thermoLUM liposomes. ThermoLUM was found to be stable over 21 days when stored at room temperature (RT) and 4 °C (Fig. 2 ). At day 21, thermoLUM liposomes were found to retain approximately 97% of encapsulated drug when stored at RT, and approximately 99% when stored at 4 °C. Minimal fluctuation in the size and PDI of thermoLUM liposomes was observed over 21 days. Figure 2 Long-term stability of thermoLUM stored at room temperature (RT, grey) or 4 °C (black) over 21 days. The liposome-encapsulated drug was separated from unencapsulated drug via size exclusion chromatography. The concentration of LUM was detected via HPLC analysis to determine the amount of drug retained in the liposomes at each timepoint ( a ). The size ( b ) and PDI ( c ) of thermoLUM were determined via DLS. The level of encapsulated drug, size, and PDI of liposomes were found to be stable over the 21-day period. LUM release from thermosensitive liposomes at hyperthermic temperatures An in vitro release study was performed to determine the stability of the thermoLUM liposomes in the presence of protein [i.e., 45 mg/mL bovine serum albumin (BSA)] at 37 °C. ThermoLUM was found to retain most of the encapsulated drug at 37 °C, with less than 15% released after 60 min (see Supplementary Fig. S1 ). The heat triggered drug release was assessed across a range of hyperthermic temperatures (i.e., 1 °C increments between 38 and 44 °C) for 5 min (Fig. 3 ). The liposomes were found to release a minimal amount of drug at 37–39 °C (i.e., less than 15% release over 5 min). At 40 °C, 20% of the drug was released in the first 30 s, and release continued, reaching a maximum of 44% at 4 min. At 41–44 °C, burst drug release was observed with a maximum of 64% of encapsulated drug released after 270 s at 42 °C. Figure 3 Drug release from thermoLUM incubated at 37–44 °C in 45 mg/mL BSA over 300 s. Samples were collected at 30 s intervals. The liposome-encapsulated drug was separated from unencapsulated drug via size exclusion chromatography. The concentration of LUM was detected via HPLC analysis to determine the amount of drug release from the liposomes at each timepoint. The liposomes were found to release less than 15% of drug over 5 min below 39 °C, while burst release was observed at 41–44 °C. Data shown represent the mean ± SD (n = 3). Sensitivity of NSCLC cells to HT and LUM To determine the sensitivity of NSCLC H460 and H520 cells to HT, cells were incubated at 37 °C or exposed to 42.0 ± 0.6 °C for 1 h (followed by incubation at 37 °C) (Table 2 ). HT had a significant effect on H460 cell viability, resulting in a 21.6 ± 4.1% decrease in cell viability (p = 0.002). In contrast, the effect of HT in H520 cells was not statistically significant, with a decrease in cell viability of only 6.8 ± 8.1% (p = 0.3). Table 2 Cell viability in the presence and absence of LUM, HT, CDDP, and VRL. H460 H520 HT induced cell death 21.6 ± 4.1%* 6.8 ± 8.1% LUM IC50 (nM) 11.5 ± 3.1 12.8 ± 2.1 LUM + HT IC50 (nM) 9.2 ± 2.3 12.3 ± 1.5 CDDP IC50 (µM) 1.3 ± 0.3 6.5 ± 0.8 VRL IC50 (nM) 8.3 ± 2.0 3.4 ± 1.4 Error represents the SD between at least three independent experiments (*p < 0.01 relative to untreated control). The cells were also exposed to LUM ± HT to determine HT’s effect on the cytotoxicity of LUM. In the absence of HT, LUM was found to have IC 50 values in the low nanomolar range in both H460 and H520 cells. A 1 h exposure to HT in addition to a 72 h exposure to LUM resulted in an insignificant reduction in IC 50 of LUM in both H460 (p = 0.3) and H520 (p = 0.8) cells. Sensitivity of NSCLC cells to combinations of LUM + CDDP and LUM + VRL To determine the effect of combination treatments, the IC 50 of both CDDP and VRL monotherapies was first determined. As shown in Table 2 , the IC 50 of CDDP was found to be in the low micromolar range in both H460 and H520 cells, whereas the IC 50 of VRL was found to be in the low nanomolar range in both cell lines. In order to determine any potential synergistic activity, the sensitivity of the two cell lines to a combination of LUM + CDDP (Fig. 4 ), as well as LUM + VRL (Fig. 5 ), was assessed. In H460, LUM + CDDP was found to have an additive or antagonistic effect across all molar ratios of drug (1:20 to 20:1 LUM:CDDP). In H520, LUM + CDDP was found to be additive or antagonistic at most ratios. Interestingly, molar ratios of 1:10 and 1:20 LUM:CDDP were found to result in a synergistic effect. In H460, LUM + VRL was found to be additive or antagonistic while in H520, the combination was generally observed to be additive or synergistic for most molar ratios, except 20:1 and 5:1 LUM:VRL, which resulted in more antagonistic CI values. Figure 4 CI values for H460 ( a ) and H520 ( b ) cells treated with various molar ratios of LUM + CDDP at fraction affected ( FA ) = 0.50, 0.75, and 0.90. Data are presented as mean and SD (n = 3). CI values < 0.90 indicate that the two drugs act synergistically (shown in green) while CI values of 0.90–1.10 indicate an additive effect (shown in yellow), and CI values > 1.10 indicate that the two drugs act antagonistically (shown in red). The combination was found to be mostly additive and antagonistic in both cell lines, except 1:10 and 1:20 LUM:CDDP, which were found to have a synergistic effect in H520 cells. Figure 5 CI values for H460 ( a ) and H520 ( b ) cells treated with various molar ratios of LUM + VRL at FA = 0.50, 0.75, and 0.90. Data are presented as mean and SD (n ≥ 3). CI values < 0.90 indicate that the two drugs act synergistically (shown in green) while CI values of 0.90–1.10 indicate an additive effect (shown in yellow), and CI values > 1.10 indicate that the two drugs act antagonistically (shown in red). The combination was found to be additive and antagonistic in H460 cells, while most ratios were additive and synergistic in H520 cells. Discussion LUM is one of the most potent HSP90i and is highly cytotoxic in vitro and in vivo in various cancer cells both as a monotherapy or in combination with chemotherapy, molecular therapies, and radiation 13 , 18 , 20 , 63 – 70 . Despite promising preclinical potency, clinical trials revealed insufficient efficacy and a high occurrence of ocular toxicities 21 , 23 – 32 . Novel formulation strategies are required in order to improve the therapeutic index for this drug. For the first time, LUM has been encapsulated in a thermosensitive liposome to provide localized drug delivery and allow LUM to reach its full clinical potential. HT-triggered drug release is generally accomplished in vivo using temperatures in the range of 39-45 °C 55 , as explored in this paper. Employing this strategy, thermosensitive liposomes have been shown to improve drug delivery efficiency compared to either free or “traditional” liposome-encapsulated drug in combination with HT 71 – 73 . Drug retention issues observed with traditional liposomes are overcome with this heat-triggered drug release. As discussed by Drummond et al., the encapsulated drug is considered to be in the “inactive”, or “prodrug” form, thus unable to elicit an effect 74 . HT is utilized to release encapsulated drugs, which can then reach the therapeutic target. Single chained lysolipids are included in many formulations to aid in rapid drug release, which is desirable given that the liposomes must release their contents as they pass through the tumor vasculature in a matter of seconds 75 . In this study, the lysolipid-containing lipid composition of ThermoDox was used to prepare thermoLUM. This lipid composition has been used in various clinical trials evaluating ThermoDox and would facilitate the clinical translation of a thermosensitive formulation containing LUM. The in vitro release studies demonstrated the rapid release of LUM upon heating the liposomes to temperatures in the range of HT, while the formulation remained stable (i.e., < 15% release) at body temperature. ThermoLUM was also found to be stable over a 3-week period under different storage conditions. The robust storage stability of this formulation will facilitate upcoming preclinical studies as well as enabling the possibility for future clinical translation. LUM is the second HSP90i to be encapsulated inside a thermosensitive liposome, the first being alvespimycin 36 . Tanespimycin has also been formulated in a thermosensitive liposome however, the hydrophobic molecule was incorporated into the lipid bilayer 41 . ThermoLUM liposomes were found to have a physicochemical profile comparable to other thermosensitive liposome formulations, in terms of size, ζ-potential, and lipid bilayer transition temperature 36 , 46 , 49 . A high drug-to-lipid ratio (1:24) was achieved through exploitation of the ionizable nature of LUM, which allowed the molecule to be actively loaded. LUM was encapsulated at a similar drug-to-lipid ratio to thermosensitive liposome formulations encapsulating other molecules 36 , 46 , 48 , 76 . Heat triggered release was found to begin at 40 °C and maximized by 42 °C with over 50% of encapsulated drug released in the first 30 s and just over 60% of drug released within 5 min. This release profile differs from other formulations prepared with the ThermoDox lipid composition, where the burst release is closer to 100% 36 , 46 – 48 , 77 . Although the liposomes in this study demonstrated incomplete release (an issue inherently associated with low efficacy in traditional liposomes such as Doxil 43 ), thermoLUM still demonstrated a rapid burst-release profile once heated at mild HT temperatures. Nonetheless, this should result in therapeutic levels of LUM at the tumor site because LUM is substantially more cytotoxic to NSCLC cells compared to other common chemotherapeutics encapsulated into thermosensitive liposome formulations, such as doxorubicin 78 and CDDP, that have IC 50 values in the high nanomolar and low micromolar range. Therefore, at a similar drug to lipid ratio, an incomplete release would still result in an efficacious level of LUM delivered to the tumor, whereas this extent of release would pose an issue with its chemotherapeutic counterparts. The efficacy and toxicity of thermoLUM will need to be evaluated in vivo to demonstrate the advantages associated with delivering LUM in a thermosensitive nanoparticle, however, these results are promising. This drug-to-lipid ratio provides drug levels feasible for future in vivo efficacy and toxicity studies. At a lipid concentration of 60 mg/mL, as our group has used previously 79 , the LUM concentration would be 1.45 mg/mL and easily allow a 14.5 mg/kg dose (200 µL, 0.29 mg LUM) to be administered to mice. Our previous results found thermosensitive liposomes delivering 3.3% of the injected dose to 150 mg tumors 36 . Accounting for our 64% drug release efficiency and assuming uniform drug distribution within the tumor, this treatment strategy is predicted to produce a LUM concentration of 87 µM in the tumor (equivalent to 87 nmol/g tumor), considerably exceeding the IC 50 of LUM in either H520 or H460 cell lines. A previous preclinical study of LUM in mice bearing breast cancer tumors resulted in a maximum tumor concentration of 16.36 nmol/g tumor at an intravenous dose of 30 mg/kg free LUM 18 , which is comparable to the human dose of 70 mg/m 2 23 . Therefore, at less than half of the dose, thermoLUM has the potential to deliver more than 5 times the amount of drug to the tumor. While HT is utilized to trigger release from thermosensitive liposomes, there are many other benefits of using HT as a treatment modality. HT has been proven to enhance both radiation and chemotherapeutic treatments by improving blood flow and tumor microvasculature permeability 55 . HT also has direct cytotoxic effects as a monotherapy which is dependent on exposure time and temperature 71 , 72 , 80 . In the current study, a 1 h exposure to 42 °C was found to have a cytotoxic effect on the H460 cells, but no significant effect was observed in the H520 cells. It has previously been found that colorectal cancer cells with mutant KRAS are more sensitive to HT (exposure to 42 °C for 24 h) than cells with wild-type KRAS 80 . H460 cells are found to be KRAS mutant, while H520 cells are KRAS wild-type. This difference may offer a possible explanation for the differential sensitivity to HT as a monotherapy. HT has also been shown to increase the cytotoxicity of common chemotherapeutics and molecular therapeutics in vitro in a cell-line dependent manner 36 , 71 , 72 . While brief exposure to HT did not increase the cytotoxicity of LUM in vitro, the addition of HT may lead to a significant increase in tumor drug delivery. Thermosensitive drug delivery has seldom been explored for the treatment of NSCLC because lung lesions have historically been considered very challenging to treat with HT. Previously, obstacles such as respiratory movement and ultrasound interference in the air-filled lung cavities have limited the use of HT. However, current research is making thermal therapies such as microwave, radiofrequency, and focused ultrasound viable options for heating lung tissue 81 – 85 . Indeed, a clinical trial combining focused ultrasound-induced HT and PD-1 antibody blockade is now recruiting patients with small cell and non-small cell lung cancer, among other solid tumors ( NCT04116320 ). ThermoDox has demonstrated efficacy independent of the applied heating technique. Therefore, it is plausible that NSCLC patients who are eligible to undergo microwave, radiofrequency, or focused ultrasound-induced HT treatment, may also receive thermosensitive liposomes containing LUM in a manner similar to patients receiving ThermoDox. When administered as free drug, LUM displayed systemic toxicity and a lack of efficacy which led to the discontinuation of clinical development. By improving the distribution of LUM through delivery via thermosensitive liposomes, new therapeutic strategies involving this potent HSP90i are possible. One of these strategies is to combine LUM with existing chemotherapeutic agents currently employed in the clinic. Given that both VRL and CDDP are used in the treatment of NSCLC, in vitro activity of each agent in combination with LUM was assessed. Our group has previously formulated both VRL and CDDP thermosensitive liposomes 46 , 79 . Therefore, it would be feasible to administer thermoLUM with either of these formulations, in order to obtain a synergistic or additive effect. In vitro, H460 and H520 cells displayed similar sensitivity to LUM, VRL, and CDDP monotherapies as previously reported 63 , 78 , 79 , 86 , 87 . The combination of LUM + VRL was mostly additive and antagonistic in H460 cells, while mostly additive and synergistic in H520 cells (Fig. 5 ). LUM and VRL have not been combined previously; however, HSP90i have previously been studied in combination with other tubulin inhibitors. The HSP90i ganetespib showed promising preclinical synergy with tubulin inhibitors paclitaxel, docetaxel, and vincristine in NSCLC cells 52 . In a Phase II clinical trial ( NCT01348126 ), ganetespib was combined with docetaxel in patients with advanced NSCLC and resulted in improvements in both progression-free survival (PFS) as well as overall survival (OS) 88 . This led to the Phase III clinical trial ( NCT01798485 ) in NSCLC patients; however no significant improvements in OS and PFS were observed in this study 89 . Although most drug ratios in this study were found to be antagonistic or additive, LUM + CDDP was synergistic at both 1:10 and 1:20 ratio of LUM:CDDP in H520 cells (Fig. 4 ). LUM has been studied in combination with CDDP previously. The combination of LUM + CDDP was found to be weakly additive in adrenocortical carcinoma cells 90 . A study combining LUM with CDDP + gemcitabine in a breast cancer in vivo PDX model, found the triple combination resulted in a complete response, whereas LUM as a monotherapy and CDDP + gemcitabine as a dual-therapy did not halt disease progression 67 . However, no further studies have been pursued with this combination. In other studies, LUM was found to significantly sensitize head and neck cancer cells to CDDP, radiation, and a combination of CDDP + radiation 68 , and esophageal adenocarcinoma cells to a combination of CDDP + 5-fluorouracil 13 . Preclinical studies with other HSP90i have also demonstrated cell line dependent effects of combinations with CDDP. When HSP90i tanespimycin was combined with CDDP in a panel of colon adenocarcinoma cell lines, synergistic and additive effects were found in some cell lines. In contrast, antagonistic effects were seen in others, which appeared to be dependent on the extent of inhibition of apoptotic signaling by tanespimycin 91 . The current study demonstrates that LUM is synergistic with VRL and CDDP when administered at specific molar ratios. Both combinations were found to result in greater synergy in H520 cells and more antagonism in H460 cells. These differences highlight the importance of carefully selecting drug combinations for the right patient population, to avoid administering an antagonistic combination. Vyxeos ® is the first FDA-approved liposomal formulation to encapsulate two anti-cancer agents, cytarabine and daunorubicin, at a specific molar ratio (5:1 cytarabine:daunorubicin). Despite the combination resulting in antagonism in some cell lines, the specific ratio that was synergistic in the majority of cell lines was chosen for further studies. The formulation that encapsulated that specific ratio was approved for the treatment of adults with acute myeloid leukemia 92 . Although some promising molar ratios of combinations were found in this study, these two drug combinations need to be studied in a much larger panel of cell lines before moving to a preclinical in vivo model with a preferred molecular signature. Further studies are needed to investigate the underlying mechanisms which led to the differential drug combination effects observed in the two cell lines. In conclusion, LUM was successfully encapsulated into thermosensitive liposomes that provided quick and efficient heat-activated drug release in response to standard HT temperatures. In vitro studies determined that careful selection of drug ratios resulted in synergistic activity when combining LUM with CDDP or VRL, which are standard of care chemotherapeutics for treating NSCLC. As our group has previously formulated CDDP and VRL in thermosensitive liposomes, it is our belief that this formulation strategy will serve to improve the anticancer potential of LUM. Materials and methods Materials MSPC, DPPC, and mPEG 2000 -DSPE were purchased from CordenPharma Switzerland (Liestal, CH). LUM and VRL were purchased from Selleck Chemicals (Houston, TX). Sucrose octasulphate (sodium salt) was purchased from Toronto Research Chemicals (North York, ON). BSA (heat shock fraction, pH 7, ≥ 98%), CDDP, Dowex 50WX8-200 resin, fetal bovine serum (FBS), methanesulfonic acid, penicillin and streptomycin (P/S), phenazine ethosulfate (PES), RPMI-1640 medium (with l -glutamine and sodium bicarbonate), triethylamine (TEA), and were purchased from Sigma-Aldrich (Oakville, ON). Sepharose CL-4B agarose size exclusion chromatography base matrix was purchased from GE Healthcare Bio-Sciences (Uppsala, SE). NCL-H460 and NCL-H520 NSCLC cells were purchased from ATCC (Manassas, VA). CellTiter 96 ® AQueous 3-(4,5-dimethylthiazol-2-yl)-5-(3-carboxymethoxyphenyl)-2-(4-sulfophenyl)-2H-tetrazolium (MTS) Reagent Powder was purchased from Promega (Madison, WI). HPLC analysis High-performance liquid chromatography (HPLC) was used to quantify LUM. The system consisted of an Agilent Technologies 1260 Infinity II HPLC with a diode array detector (DAD), Agilent Eclipse XDB-C18 analytical guard column (4.6 × 12.5 mm, 5 μm), and an Agilent Eclipse XDB-C18 column (4.6 × 150 mm, 5 μm) (Agilent, Mississauga, ON). The mobile phase consisted of an aqueous phase (0.1% formic acid in deionized water) and an organic phase (0.1% formic acid in acetonitrile) in a ratio of 70:30. Isocratic elution at a flow rate of 1 mL/min, and a detection wavelength of 310 nm were used to detect the drug. Luminespib salt preparation LUM was dissolved in methanol (MeOH) at 2 mg/mL. Methanesulfonic acid (MsOH) was added at a 1:1.2 molar ratio of LUM to MsOH in MeOH. The solution was vortexed vigorously and left at RT for 24 h to allow the MeOH to evaporate. Water was added to obtain a concentration of 5 mg/mL LUM. To remove water-insoluble LUM, the solution was centrifuged at 14,000 rpm for 5 min. The supernatant was analyzed via HPLC to determine the final concentration of LUM. The mesylate salt of LUM was used for all experiments. TEA 8 SOS preparation Triethylamine sucrose octasulphate (TEA 8 SOS) was prepared as previously described 74 . In brief, sodium octasulphate was added to Dowex 50WX8-200 resin. Neat TEA was then used to titrate the eluted free acid. The resulting TEA 8 SOS was diluted with deionized water to a final sulphate group concentration of 0.65 M. Liposome preparation Thermosensitive liposomes were prepared as previously described 36 , 74 , 93 . Briefly, DPPC, MSPC, and mPEG 2000 -DSPE were dissolved at an 86:10:4 molar ratio in chloroform. The chloroform was evaporated under nitrogen gas, and the resulting lipid film was further dried under vacuum overnight. The film was then hydrated in 0.65 M TEA 8 SOS (pH 5.7) at 60 °C for 1 h resulting in a lipid concentration of 0.125 M. The liposomes were extruded at 55 °C using a 10 mL Lipex extruder (Northern Lipids Inc., Vancouver, BC) 3 times through two stacked 200 nm pore size track-etch polycarbonate membranes (Whatman Inc., Clifton, NJ) at 200 psi, and 10 times through two stacked 100 nm membranes at 400 psi. The unloaded liposomes were dialyzed at 4 °C overnight against a 500-fold volume excess of HBS solution (150 mM sodium chloride, 20 mM HEPES, pH 7.4) using 50 kDa molecular weight cut-off dialysis tubing in order to exchange the external buffer. Drug loading LUM mesylate was actively loaded into thermosensitive liposomes. The liposomes were pre-heated at 35 °C for 10 min. LUM was then added at a 1:20 drug-to-lipid molar ratio and incubated at 35 °C for 1 h. The liposomes were dialyzed at 4 °C overnight against a 500-fold volume excess of HBS (pH 7.4) using 50 kDa molecular weight cut-off dialysis tubing to exchange the external buffer and remove unencapsulated drug. Drug molecules per liposome calculation The approximate number of drug molecules per liposome was calculated as previously described 94 using the following equations: 1 \documentclass[12pt]{minimal}
\usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts}
\usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs}
\usepackage{upgreek} \setlength{\oddsidemargin}{-69pt}
\begin{document}$${A}_{weighted}=\frac{{A}_{DPPC}\left({mol\%}_{DPPC}\right)+{A}_{MSPC}\left({mol\%}_{MSPC}\right) {+ A}_{mPEG-DSPE}\left({mol\%}_{mPEG-DSPE}\right)}{100\%}.$$\end{document} A weighted = A DPPC m o l % DPPC + A MSPC m o l % MSPC + A m P E G - D S P E m o l % m P E G - D S P E 100 % . 2 \documentclass[12pt]{minimal}
\usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts}
\usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs}
\usepackage{upgreek} \setlength{\oddsidemargin}{-69pt}
\begin{document}$${l}_{om}=\frac{4\pi {{r}_{v}}^{2}}{{A}_{weighted}}$$\end{document} l om = 4 π r v 2 A weighted 3 \documentclass[12pt]{minimal}
\usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts}
\usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs}
\usepackage{upgreek} \setlength{\oddsidemargin}{-69pt}
\begin{document}$${l}_{im}=\frac{4\pi {({r}_{v}-{d}_{b})}^{2}}{{A}_{weighted}}$$\end{document} l im = 4 π ( r v - d b ) 2 A weighted 4 \documentclass[12pt]{minimal}
\usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts}
\usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs}
\usepackage{upgreek} \setlength{\oddsidemargin}{-69pt}
\begin{document}$${Q}_{LUM}=\left({l}_{om}+{l}_{im}\right)\left(\frac{D}{L}\right)$$\end{document} Q LUM = l om + l im D L where A weighted is the weighted average area of the membrane occupied by a single lipid; A DPPC , A MSPC , A mPEG-DSPE represent the area per membrane phospholipid molecule and were estimated to be 4.94 × 10 –19 95 , 4.80 × 10 –19 96 and 5.00 × 10 –19 m 2 97 , respectively; A weighted was calculated to be 4.93 × 10 –19 m 2 ; l om is the number of lipids in the outer membrane of the lipid bilayer; r v represents the vesicle radius, in meters, determined by dynamic light scattering (DLS); l im is the number of lipids in the inner membrane; d b is the bilayer thickness which is estimated to be 3.93 × 10 –19 m 98 ; Q LUM is the quantity of LUM molecules per vesicle, and; D/L is the drug to lipid molar ratio. Size and zeta (ζ)-potential The size and PDI of the liposomes at a 100-fold dilution in phosphate-buffered saline (PBS) were determined by DLS (Zeta Sizer Nano-ZS, Malvern Instruments Ltd., Malvern, UK). This instrument was also used to determine the ζ-potential of the liposomes at a 100-fold dilution in deionized water. Transition temperature The T m of the lipid bilayer was determined using a Q100 TA dynamic scanning calorimeter (DSC) (TA Instruments, New Castle, DE) by heating the sample at a rate of 1 °C/min from 25 to 60 °C. Cryogenic transmission electron microscopy (cryo-TEM) Samples were prepared by pipetting 5 μL of liposomes on a Quantifoil Multi A holey carbon film supported by a copper grid (Quantifoil Micro Tools GmbH, Jena, Germany). The samples were immediately frozen by immersion into liquid ethane, then transferred under liquid nitrogen to a FEI Tecnai G2 F20 microscope (FEI Company, Hillsboro, OR). Images were captured at approximately − 170 °C with a Gatan CCD camera (Gatan Inc., Warrendale, PA) and a 200 kV acceleration voltage. Long-term stability To assess the stability of the thermosensitive liposomes, thermoLUM was stored at RT (approximately 22 °C and 4 °C for 21 days. The size, PDI, and amount of encapsulated drug were determined on the day of preparation, and after 1, 4, 6, 7, 14 and 21 days of storage at either RT or 4 °C. Liposome size and PDI were determined by DLS as described above. The amount of encapsulated LUM was determined by passing aliquots of liposomes through size exclusion chromatography columns (Sepharose CL-4B agarose) to separate the encapsulated drug from unencapsulated drug. The concentration of encapsulated LUM was determined by HPLC analysis, as described above. In vitro drug release To determine the stability of the thermosensitive liposomes at physiologically relevant temperatures, as well as the ability of the liposomes to release the encapsulated drug at HT temperatures, a release study was conducted in 45 mg/mL BSA in PBS. Liposomes were added at a 20-fold dilution to BSA pre-heated to 37–44 °C. At 30 s intervals, aliquots from the release media were passed through size exclusion chromatography columns (Sepharose CL-4B agarose) to separate the encapsulated drug from unencapsulated drug. Samples from the size exclusion column were lyophilized overnight (Freezone 4.5, Labconco, Kansas City, Missouri). The dried samples were then rehydrated in MeOH, vortexed, and centrifuged at 14,000 rpm for 30 min. Following this, the resulting supernatant was analyzed via HPLC. The resulting data were fitted on GraphPad Prism version 7.0 with the following first-order equation: 5 \documentclass[12pt]{minimal}
\usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts}
\usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs}
\usepackage{upgreek} \setlength{\oddsidemargin}{-69pt}
\begin{document}$$R\left(t\right)={R}_{max}(1-{e}^{-kt})$$\end{document} R t = R max ( 1 - e - k t ) where R ( t ) represents the percentage of the drug (i.e., LUM) released per unit of time ( t ); R max represents maximum drug (i.e., LUM) released; and the release rate constant is denoted by k . In vitro cytotoxicity H460 and H520 NSCLC cells were cultured in RPMI medium supplemented with 1% P/S and 10% FBS, at 37 °C and 5% CO 2 unless otherwise specified. All cell lines were authenticated using STR profiling by the Centre for Applied Genomics Genetic Analysis Facility (TCAG, Toronto). The MTS assay was used to determine cell viability 99 . Briefly, H460 and H520 cells were seeded in 96-well plates and incubated overnight at densities of 1000 and 5000 cells/well, respectively. Cells were treated with either LUM, VRL, CDDP, or a combination of two drugs for 72 h. A 2 mg/mL MTS solution containing 0.21 mg/mL PES was added to the cells and incubated for 1 h. A Cytation 5 Cell Imaging Multi-Mode Reader (BioTek, Winooski, VT) was used to measure UV absorbance at 490 nm. Individual data points were normalized to positive and negative controls. To determine IC 50 values, the resulting data were fitted to a dose–response curve (4-parameter sigmoidal) in GraphPad Prism (V. 7.0). The method developed by Chou and Talalay 58 , 100 , was used to determine the effect of combining either LUM and VRL or LUM and CDDP at various molar ratios in H460 and H520 cells. The combination indices (CI) for various fractions of affected cells ( FA ) were calculated computationally using CompuSyn software (ComboSyn Inc., Paramus, NJ) with the following equation: 6 \documentclass[12pt]{minimal}
\usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts}
\usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs}
\usepackage{upgreek} \setlength{\oddsidemargin}{-69pt}
\begin{document}$${CI}_{FA}= \frac{{\left({IC}_{50}\right)}_{LD}{\left(\frac{FA}{1-FA}\right)}^{1/{m}_{LD}}\left(\frac{L}{L+D}\right)}{{\left({IC}_{50}\right)}_{L}{\left(\frac{FA}{1-FA}\right)}^{1/{m}_{L}}}+\frac{{\left({IC}_{50}\right)}_{LD}{\left(\frac{FA}{1-FA}\right)}^{1/{m}_{LD}}\left(\frac{D}{L+D}\right)}{{\left({IC}_{50}\right)}_{D}{\left(\frac{FA}{1-FA}\right)}^{1/{m}_{D}}}$$\end{document} CI FA = IC 50 LD FA 1 - F A 1 / m LD L L + D IC 50 L FA 1 - F A 1 / m L + IC 50 LD FA 1 - F A 1 / m LD D L + D IC 50 D FA 1 - F A 1 / m D where ( IC 50 ) represents the concentration of the drug or of the drug combination required to produce 50% cell inhibition; the subscript LD refers to the combination of L (LUM) and D (other drugs, i.e., CDDP or VRL); FA represents the fraction of cells affected by the drug treatment; m represents the slope of the median effect plot for the drug or of the drug combination (i.e., where x = log(dose) and y = log( FA /1 − FA )); L/L + D represents the portion of the total drug treatment that is LUM, and; D/L + D represents the portion of the total drug treatment that is the other drug. CI values < 0.90 indicate that the two drugs act synergistically at that ratio and FA , while CI values of 0.90–1.10 indicate an additive effect, and CI values > 1.10 indicate that the two drugs act antagonistically at that ratio and FA . In vitro HT To determine the effect of HT, cells were incubated, in the presence and absence of LUM, at 42.0 ± 0.6 °C for 1 h, followed by 37 °C for the remainder of the 72 h. The temperature was monitored in a 96-well plate containing an equivalent volume of media using an external temperature probe (Traceable Kangaroo™ Thermometer, Thomas Scientific, Swedesboro, NJ). Statistical analysis Statistical analysis was performed using GraphPad Prism version 7.0. The t test (two-tailed, unpaired) was used to calculate the statistical significance of differences between IC 50 values of LUM and LUM + HT in H460 and H520 cell monolayers. Values were considered significantly different when p < 0.05. Supplementary Information
Supplementary Information 1. Publisher's note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Supplementary Information The online version contains supplementary material available at 10.1038/s41598-021-90585-w. Acknowledgements C.A. acknowledges GlaxoSmithKline for an endowed chair in Pharmaceutics and Drug Delivery. The authors acknowledge the use of equipment in the Centre for Pharmaceutical Oncology at the University of Toronto. These studies were supported by a CIHR project Grant to C.A. B.E.-D. has received a scholarship from the Strategic Training in Transdisciplinary Radiation Science for the 21st Century (STARS21) program. Author contributions B.E.-D. designed and executed all experiments, with the exception of the long-term stability study, analyzed all experimental data, and wrote the first draft of the manuscript. M.D., J.E., L.F., and P.B. provided guidance in the design of experiments. L.F. and L.A. aided in the collection of experimental data. L.F. executed the long-term stability study. C.A. provided oversight for all experiments. The manuscript was revised and edited through the contributions of all authors. All authors have approved the final version of the manuscript. Funding Funding was provided by the Canadian Institutes of Health Research (Grant no. PJT 155905). Data availability The datasets generated and analyzed during the current study can be made available upon request. Competing interests The authors declare no competing interests. References 1. Whitesell L Lindquist SL HSP90 and the chaperoning of cancer Nat. Rev. Cancer 2005 5 761 772 10.1038/nrc1716 16175177 2. Dote H Burgan WE Camphausen K Tofilon PJ Inhibition of hsp90 compromises the DNA damage response to radiation Cancer Res. 2006 66 9211 9220 10.1158/0008-5472.CAN-06-2181 16982765 3. Jego G Hazoumé A Seigneuric R Garrido C Targeting heat shock proteins in cancer Cancer Lett. 2013 332 275 285 10.1016/j.canlet.2010.10.014 21078542 4. McClellan AJ Diverse cellular functions of the Hsp90 molecular chaperone uncovered using systems approaches Cell 2007 131 121 135 10.1016/j.cell.2007.07.036 17923092 5. Echeverría PC Bernthaler A Dupuis P Mayer B Picard D An interaction network predicted from public data as a discovery tool: Application to the Hsp90 molecular chaperone machine PLoS One 2011 6 e26044 10.1371/journal.pone.0026044 22022502 PMC3195953 6. Sidera K Patsavoudi E HSP90 inhibitors: Current development and potential in cancer therapy Recent Pat. Anticancer Drug Discov. 2014 9 1 20 10.2174/15748928113089990031 23312026 7. Miyata Y Nakamoto H Neckers L The therapeutic target Hsp90 and cancer hallmarks Curr. Pharm. Des. 2013 19 347 365 10.2174/138161213804143725 22920906 PMC7553218 8. Vartholomaiou E Echeverría PC Picard D Unusual suspects in the twilight zone between the Hsp90 interactome and carcinogenesis Adv. Cancer Res. 2016 129 1 30 10.1016/bs.acr.2015.08.001 26915999 9. Yuno A Clinical evaluation and biomarker profiling of Hsp90 inhibitors Methods Mol. Biol. 2018 1709 423 441 10.1007/978-1-4939-7477-1_29 29177675 10. Pillai RN Ramalingam SS Throwing more cold water on heat shock protein 90 inhibitors in NSCLC J. Thorac. Oncol. 2018 13 473 474 10.1016/j.jtho.2018.02.010 29576286 11. Wang H Lu M Yao M Zhu W Effects of treatment with an Hsp90 inhibitor in tumors based on 15 phase II clinical trials Mol. Clin. Oncol. 2016 5 326 334 10.3892/mco.2016.963 27602225 PMC4998149 12. Augello G Targeting HSP90 with the small molecule inhibitor AUY922 (luminespib) as a treatment strategy against hepatocellular carcinoma Int. J. Cancer 2019 144 2613 2624 10.1002/ijc.31963 30488605 13. Kosovec JE Preclinical study of AUY922, a novel Hsp90 inhibitor, in the treatment of esophageal adenocarcinoma Ann. Surg. 2016 264 297 304 10.1097/SLA.0000000000001467 26445473 14. Yeramian A Bioluminescence imaging to monitor the effects of the Hsp90 inhibitor NVP-AUY922 on NF-κB pathway in endometrial cancer Mol. Imaging Biol. 2016 18 545 556 10.1007/s11307-015-0907-8 26604096 15. Jacobson C HSP90 inhibition overcomes ibrutinib resistance in mantle cell lymphoma Blood 2016 128 2517 2526 10.1182/blood-2016-04-711176 27742706 16. Steinmann S Hsp90 inhibition by AUY922 as an effective treatment strategy against myxoid liposarcoma Cancer Lett. 2015 367 147 156 10.1016/j.canlet.2015.07.025 26225840 17. Fendrich V Inhibition of heat shock protein 90 with AUY922 represses tumor growth in a transgenic mouse model of islet cell neoplasms Neuroendocrinology 2014 100 300 309 10.1159/000368610 25301256 18. Jensen MR NVP-AUY922: A small molecule HSP90 inhibitor with potent antitumor activity in preclinical breast cancer models Breast Cancer Res. 2008 10 R33 10.1186/bcr1996 18430202 PMC2397535 19. Okui T Antitumor effect of novel HSP90 inhibitor NVP-AUY922 against oral squamous cell carcinoma Anticancer Res. 2011 31 1197 1204 21508365 20. Moser C Targeting HSP90 by the novel inhibitor NVP-AUY922 reduces growth and angiogenesis of pancreatic cancer Anticancer Res. 2012 32 2551 2561 22753713 21. Felip E Phase 2 study of the HSP-90 inhibitor AUY922 in previously treated and molecularly defined patients with advanced non-small cell lung cancer J. Thorac. Oncol. 2018 13 576 584 10.1016/j.jtho.2017.11.131 29247830 22. Renouf DJ A phase II study of the HSP90 inhibitor AUY922 in chemotherapy refractory advanced pancreatic cancer Cancer Chemother. Pharmacol. 2016 78 541 545 10.1007/s00280-016-3102-y 27422303 23. Kong A Phase 1B/2 study of the HSP90 inhibitor AUY922 plus trastuzumab in metastatic HER2-positive breast cancer patients who have progressed on trastuzumab-based regimen Oncotarget 2016 7 37680 37692 10.18632/oncotarget.8974 27129177 PMC5122341 24. Bendell JC A phase I study of the Hsp90 inhibitor AUY922 plus capecitabine for the treatment of patients with advanced solid tumors Cancer Invest. 2015 33 477 482 10.3109/07357907.2015.1069834 26460795 25. Bendell JC A phase 2 study of the Hsp90 inhibitor AUY922 as treatment for patients with refractory gastrointestinal stromal tumors Cancer Invest. 2016 34 265 270 10.1080/07357907.2016.1193746 27379708 26. Noor ZS Luminespib plus pemetrexed in patients with non-squamous non-small cell lung cancer Lung Cancer 2019 135 104 109 10.1016/j.lungcan.2019.05.022 31446981 27. Johnson ML Phase I/II study of HSP90 inhibitor AUY922 and erlotinib for EGFR-mutant lung cancer with acquired resistance to epidermal growth factor receptor tyrosine kinase inhibitors J. Clin. Oncol. 2015 33 1666 1673 10.1200/JCO.2014.59.7328 25870087 PMC4881377 28. Piotrowska Z Activity of the Hsp90 inhibitor luminespib among non-small-cell lung cancers harboring EGFR exon 20 insertions Ann. Oncol. 2018 29 2092 2097 10.1093/annonc/mdy336 30351341 29. Oki Y Experience with HSP90 inhibitor AUY922 in patients with relapsed or refractory non-Hodgkin lymphoma Haematologica 2015 100 e272 274 10.3324/haematol.2015.126557 25820332 PMC4486240 30. Seggewiss-Bernhardt R Phase 1/1B trial of the heat shock protein 90 inhibitor NVP-AUY922 as monotherapy or in combination with bortezomib in patients with relapsed or refractory multiple myeloma Cancer 2015 121 2185 2192 10.1002/cncr.29339 25809731 31. Doi T Phase I dose-escalation study of the HSP90 inhibitor AUY922 in Japanese patients with advanced solid tumors Cancer Chemother. Pharmacol. 2014 74 629 636 10.1007/s00280-014-2521-x 25059319 PMC4143601 32. Sessa C First-in-human phase I dose-escalation study of the HSP90 inhibitor AUY922 in patients with advanced solid tumors Clin. Cancer Res. 2013 19 3671 3680 10.1158/1078-0432.CCR-12-3404 23757357 33. Gaykema SB 89Zr-trastuzumab and 89Zr-bevacizumab PET to evaluate the effect of the HSP90 inhibitor NVP-AUY922 in metastatic breast cancer patients Clin. Cancer Res. 2014 20 3945 3954 10.1158/1078-0432.CCR-14-0491 25085789 34. Sauvage F Messaoudi S Fattal E Barratt G Vergnaud-Gauduchon J Heat shock proteins and cancer: How can nanomedicine be harnessed? J. Control Release 2017 248 133 143 10.1016/j.jconrel.2017.01.013 28088573 35. Crommelin DJA van Hoogevest P Storm G The role of liposomes in clinical nanomedicine development. What now? Now what? J. Control Release 2019 10.1016/j.jconrel.2019.12.023 31846618 36. Dunne M Heat-activated drug delivery increases tumor accumulation of synergistic chemotherapies J. Control Release 2019 308 197 208 10.1016/j.jconrel.2019.06.012 31195059 37. Woo JK Liposomal encapsulation of deguelin: Evidence for enhanced antitumor activity in tobacco carcinogen-induced and oncogenic K-ras-induced lung tumorigenesis Cancer Prev. Res. (Phila) 2009 2 361 369 10.1158/1940-6207.CAPR-08-0237 19336726 PMC2743316 38. Petersen ALOA Encapsulation of the HSP-90 chaperone Inhibitor 17-AAG in stable liposome allow increasing the therapeutic index as assessed Front Cell Infect. Microbiol. 2018 8 303 10.3389/fcimb.2018.00303 30214897 PMC6126448 39. Sauvage F Formulation and in vitro efficacy of liposomes containing the Hsp90 inhibitor 6BrCaQ in prostate cancer cells Int. J. Pharm. 2016 499 101 109 10.1016/j.ijpharm.2015.12.053 26721724 40. Wang X Preparation of folic acid-targeted temperature-sensitive magnetoliposomes and their antitumor effects in vitro and in vivo Target Oncol. 2018 13 481 494 10.1007/s11523-018-0577-y 29992403 41. Yang R Inhibition of heat-shock protein 90 sensitizes liver cancer stem-like cells to magnetic hyperthermia and enhances anti-tumor effect on hepatocellular carcinoma-burdened nude mice Int. J. Nanomed. 2015 10 7345 7358 10.2147/IJN.S93758 PMC4677660 26677324 42. Harrington KJ Effective targeting of solid tumors in patients with locally advanced cancers by radiolabeled pegylated liposomes Clin. Cancer Res. 2001 7 243 254 11234875 43. Laginha KM Verwoert S Charrois GJ Allen TM Determination of doxorubicin levels in whole tumor and tumor nuclei in murine breast cancer tumors Clin. Cancer Res. 2005 11 6944 6949 10.1158/1078-0432.CCR-05-0343 16203786 44. White SC Phase II study of SPI-77 (sterically stabilised liposomal cisplatin) in advanced non-small-cell lung cancer Br. J. Cancer 2006 95 822 828 10.1038/sj.bjc.6603345 16969346 PMC2360546 45. Manzoor AA Overcoming limitations in nanoparticle drug delivery: Triggered, intravascular release to improve drug penetration into tumors Cancer Res. 2012 72 5566 5575 10.1158/0008-5472.CAN-12-1683 22952218 PMC3517817 46. Regenold M Determining critical parameters that influence in vitro performance characteristics of a thermosensitive liposome formulation of vinorelbine J. Control Release 2020 10.1016/j.jconrel.2020.08.059 32896612 47. Dou YN Heat-activated thermosensitive liposomal cisplatin (HTLC) results in effective growth delay of cervical carcinoma in mice J. Control Release 2014 178 69 78 10.1016/j.jconrel.2014.01.009 24440663 48. Tucci ST Tumor-specific delivery of gemcitabine with activatable liposomes J. Control Release 2019 309 277 288 10.1016/j.jconrel.2019.07.014 31301340 PMC6815719 49. Sadeghi N Hyperthermia-triggered release of hypoxic cell radiosensitizers from temperature-sensitive liposomes improves radiotherapy efficacy in vitro Nanotechnology 2019 30 264001 10.1088/1361-6528/ab0ce6 30836341 50. Lu X Xiao L Wang L Ruden DM Hsp90 inhibitors and drug resistance in cancer: The potential benefits of combination therapies of Hsp90 inhibitors and other anti-cancer drugs Biochem. Pharmacol. 2012 83 995 1004 10.1016/j.bcp.2011.11.011 22120678 PMC3299878 51. Kryeziu K Bruun J Guren TK Sveen A Lothe RA Combination therapies with HSP90 inhibitors against colorectal cancer Biochim. Biophys. Acta Rev. Cancer 1871 240–247 2019 10.1016/j.bbcan.2019.01.002 30708039 52. Proia DA Synergistic activity of the Hsp90 inhibitor ganetespib with taxanes in non-small cell lung cancer models Invest. New Drugs 2012 30 2201 2209 10.1007/s10637-011-9790-6 22227828 PMC3484281 53. Solit DB Basso AD Olshen AB Scher HI Rosen N Inhibition of heat shock protein 90 function down-regulates Akt kinase and sensitizes tumors to Taxol Cancer Res. 2003 63 2139 2144 12727831 54. Frei E III Antman KH Robert CB Jr Holland–Frei Cancer Medicine 2000 BC Decker 55. Dunne M Regenold M Allen C Hyperthermia can alter tumor physiology and improve chemo- and radio-therapy efficacy Adv. Drug Deliv. Rev. 2020 10.1016/j.addr.2020.07.007 32681862 56. Chen G Emens LA Chemoimmunotherapy: Reengineering tumor immunity Cancer Immunol. Immunother. 2013 62 203 216 10.1007/s00262-012-1388-0 23389507 PMC3608094 57. Morgan MA Parsels LA Maybaum J Lawrence TS Improving the efficacy of chemoradiation with targeted agents Cancer Discov. 2014 4 280 291 10.1158/2159-8290.CD-13-0337 24550033 PMC3947675 58. Chou TC Talalay P Quantitative analysis of dose-effect relationships: The combined effects of multiple drugs or enzyme inhibitors Adv. Enzyme Regul. 1984 22 27 55 10.1016/0065-2571(84)90007-4 6382953 59. Canadian Cancer Statistics Advisory Committee. Canadian Cancer Statistics: A 2020 special report on lung cancer. (Canadian Cancer Society, Toronto, ON, 2020). Available at: https://www.cancer.ca/Canadian-Cancer-Statistics-2020-EN [Accessed November 2020]. 60. Canadian Cancer Society. Treatments for non–small cell lung cancer. cancer.ca. Available at: https://www.cancer.ca/en/cancer-information/cancer-type/lung/treatment/?region=on> [Accessed November 2020] (2020). 61. Rogerio C. L. Systemic chemotherapy for advanced non-small cell lung cancer. UpToDate. Available at: https://www-uptodate-com.myaccess.library.utoronto.ca/contents/systemic-chemotherapy-for-advanced-non-small-cell-lung-cancer?search=platinum%20chemotherapy%20lung%20cancer&source=search_result&selectedTitle=1~150&usage_type=default&display_rank=1> [Accessed November 2020] (2020). 62. Dasari S Tchounwou PB Cisplatin in cancer therapy: Molecular mechanisms of action Eur. J. Pharmacol. 2014 740 364 378 10.1016/j.ejphar.2014.07.025 25058905 PMC4146684 63. Garon EB The HSP90 inhibitor NVP-AUY922 potently inhibits non-small cell lung cancer growth Mol. Cancer Ther. 2013 12 890 900 10.1158/1535-7163.MCT-12-0998 23493311 PMC3681857 64. Eccles SA NVP-AUY922: A novel heat shock protein 90 inhibitor active against xenograft tumor growth, angiogenesis, and metastasis Cancer Res. 2008 68 2850 2860 10.1158/0008-5472.CAN-07-5256 18413753 65. Jansson KH High-throughput screens identify HSP90 inhibitors as potent therapeutics that target inter-related growth and survival pathways in advanced prostate cancer Sci. Rep. 2018 8 17239 10.1038/s41598-018-35417-0 30467317 PMC6250716 66. Brough PA 4,5-diarylisoxazole Hsp90 chaperone inhibitors: Potential therapeutic agents for the treatment of cancer J. Med. Chem. 2008 51 196 218 10.1021/jm701018h 18020435 67. Cedrés S Activity of HSP90 inhibiton in a metastatic lung cancer patient with a germline BRCA1 mutation J. Natl. Cancer Inst. 2018 110 914 917 10.1093/jnci/djy012 29529211 PMC6093313 68. McLaughlin M HSP90 inhibition sensitizes head and neck cancer to platin-based chemoradiotherapy by modulation of the DNA damage response resulting in chromosomal fragmentation BMC Cancer 2017 17 86 10.1186/s12885-017-3084-0 28143445 PMC5282703 69. Fiskus W Heat shock protein 90 inhibitor is synergistic with JAK2 inhibitor and overcomes resistance to JAK2-TKI in human myeloproliferative neoplasm cells Clin. Cancer Res. 2011 17 7347 7358 10.1158/1078-0432.CCR-11-1541 21976548 PMC3743080 70. Canonici A The HSP90 inhibitor NVP-AUY922 inhibits growth of HER2 positive and trastuzumab-resistant breast cancer cells Invest. New Drugs 2018 36 581 589 10.1007/s10637-017-0556-7 29396630 71. Dunne M Hyperthermia-mediated drug delivery induces biological effects at the tumor and molecular levels that improve cisplatin efficacy in triple negative breast cancer J. Control Release 2018 282 35 45 10.1016/j.jconrel.2018.04.029 29673642 72. Dou YN Tumor microenvironment determines response to a heat-activated thermosensitive liposome formulation of cisplatin in cervical carcinoma J. Control Release 2017 262 182 191 10.1016/j.jconrel.2017.07.039 28760449 73. May JP Ernsting MJ Undzys E Li SD Thermosensitive liposomes for the delivery of gemcitabine and oxaliplatin to tumors Mol. Pharm. 2013 10 4499 4508 10.1021/mp400321e 24152292 74. Drummond DC Development of a highly active nanoliposomal irinotecan using a novel intraliposomal stabilization strategy Cancer Res. 2006 66 3271 3277 10.1158/0008-5472.CAN-05-4007 16540680 75. Burke C Drug release kinetics of temperature sensitive liposomes measured at high-temporal resolution with a millifluidic device Int. J. Hyperthermia 2018 34 786 794 10.1080/02656736.2017.1412504 29284329 PMC6145460 76. Viglianti BL Systemic anti-tumour effects of local thermally sensitive liposome therapy Int. J. Hyperthermia 2014 30 385 392 10.3109/02656736.2014.944587 25164143 PMC4439929 77. Needham D Park JY Wright AM Tong J Materials characterization of the low temperature sensitive liposome (LTSL): Effects of the lipid composition (lysolipid and DSPE-PEG2000) on the thermal transition and release of doxorubicin Faraday Discuss. 2013 161 515 534 10.1039/c2fd20111a 23805756 78. Hanke NT Characterization of carfilzomib-resistant non-small cell lung cancer cell lines J. Cancer Res. Clin. Oncol. 2018 144 1317 1327 10.1007/s00432-018-2662-0 29766327 PMC11813487 79. Dou YN Thermosensitive liposomal cisplatin in combination with local hyperthermia results in tumor growth delay and changes in tumor microenvironment in xenograft models of lung carcinoma J. Drug Target 2016 24 865 877 10.1080/1061186X.2016.1191079 27310112 80. Bordonaro M Shirasawa S Lazarova DL In hyperthermia increased ERK and WNT signaling suppress colorectal cancer cell growth Cancers (Basel) 2016 10.3390/cancers8050049 PMC4880866 27187477 81. Aufranc V Percutaneous thermal ablation of primary and secondary lung tumors: Comparison between microwave and radiofrequency ablation Diagn. Interv. Imaging 2019 100 781 791 10.1016/j.diii.2019.07.008 31402333 82. Bhatia S Radiofrequency ablation in primary non-small cell lung cancer: What a radiologist needs to know Indian J. Radiol. Imaging 2016 26 81 91 10.4103/0971-3026.178347 27081229 PMC4813080 83. Gao Y Chen J Zhang J Sun L Zhuang Y Radiofrequency ablation of primary non-small cell lung cancer: A retrospective study on 108 patients J. BUON 2019 24 1610 1618 31646816 84. Wolfram F Dietrich G Boltze C Jenderka KV Lesser TG Effects of HIFU induced cavitation on flooded lung parenchyma J. Ther. Ultrasound 2017 5 21 10.1186/s40349-017-0099-6 28794877 PMC5545873 85. Wolfram F Boltze C Schubert H Bischoff S Lesser TG Effect of lung flooding and high-intensity focused ultrasound on lung tumours: An experimental study in an ex vivo human cancer model and simulated in vivo tumours in pigs Eur. J. Med. Res. 2014 19 1 10.1186/2047-783X-19-1 24393333 PMC3892005 86. Kim HJ P-glycoprotein confers acquired resistance to 17-DMAG in lung cancers with an ALK rearrangement BMC Cancer 2015 15 553 10.1186/s12885-015-1543-z 26219569 PMC4517346 87. Webb MS In vitro and in vivo characterization of a combination chemotherapy formulation consisting of vinorelbine and phosphatidylserine Eur. J. Pharm. Biopharm. 2007 65 289 299 10.1016/j.ejpb.2006.10.007 17123800 88. Ramalingam S A randomized phase II study of ganetespib, a heat shock protein 90 inhibitor, in combination with docetaxel in second-line therapy of advanced non-small cell lung cancer (GALAXY-1) Ann. Oncol. 2015 26 1741 1748 10.1093/annonc/mdv220 25997818 89. Pillai R Phase 3 study of ganetespib, a heat shock protein 90 inhibitor, with docetaxel versus docetaxel in advanced non-small cell lung cancer (GALAXY-2) J. Clin. Oncol. 2017 12 S7 S8 10.1200/JCO.19.00816 31829907 90. Siebert C Heat shock protein 90 as a prognostic marker and therapeutic target for adrenocortical carcinoma Front. Endocrinol. (Lausanne) 2019 10 487 10.3389/fendo.2019.00487 31379752 PMC6658895 91. Vasilevskaya IA Rakitina TV O'Dwyer PJ Quantitative effects on c-Jun N-terminal protein kinase signaling determine synergistic interaction of cisplatin and 17-allylamino-17-demethoxygeldanamycin in colon cancer cell lines Mol. Pharmacol. 2004 65 235 243 10.1124/mol.65.1.235 14722256 92. Tardi P In vivo maintenance of synergistic cytarabine:daunorubicin ratios greatly enhances therapeutic efficacy Leuk. Res. 2009 33 129 139 10.1016/j.leukres.2008.06.028 18676016 93. Mills JK Needham D Lysolipid incorporation in dipalmitoylphosphatidylcholine bilayer membranes enhances the ion permeability and drug release rates at the membrane phase transition Biochim. Biophys. Acta 2005 1716 77 96 10.1016/j.bbamem.2005.08.007 16216216 94. van Raath MI Tranexamic acid-encapsulating thermosensitive liposomes for site-specific pharmaco-laser therapy of port wine stains J. Biomed. Nanotechnol. 2016 12 1617 1640 10.1166/jbn.2016.2277 29342342 PMC5457158 95. Nagle JF Tristram-Nagle S Structure of lipid bilayers Biochim. Biophys. Acta 2000 1469 159 195 10.1016/s0304-4157(00)00016-2 11063882 PMC2747654 96. Chi LM Wu WG Effective bilayer expansion and erythrocyte shape change induced by monopalmitoyl phosphatidylcholine. Quantitative light microscopy and nuclear magnetic resonance spectroscopy measurements Biophys. J. 1990 57 1225 1232 10.1016/S0006-3495(90)82641-2 2393706 PMC1280832 97. Majewski J X-ray synchrotron study of packing and protrusions of polymer-lipid monolayers at the air–water interface J. Am. Chem. Soc. 1998 120 1469 1473 10.1021/ja973024n 98. Tahara Y Fujiyoshi Y A new method to measure bilayer thickness: Cryo-electron microscopy of frozen hydrated liposomes and image simulation Micron 1994 25 141 149 10.1016/0968-4328(94)90039-6 8055245 99. Goodwin CJ Holt SJ Downes S Marshall NJ Microculture tetrazolium assays: A comparison between two new tetrazolium salts, XTT and MTS J. Immunol. Methods 1995 179 95 103 10.1016/0022-1759(94)00277-4 7868929 100. Chou TC Drug combination studies and their synergy quantification using the Chou–Talalay method Cancer Res. 2010 70 440 446 10.1158/0008-5472.CAN-09-1947 20068163