Introduction

Cancer, especially solid tumors like melanomas, is the number one health risk to the global population. The traditional methods of cancer therapy include surgery, chemotherapy, and radiotherapy. In most clinical cases, stacked combinations of surgery, chemotherapy and radiotherapy are used to treat tumors and prevent tumor cell metastasis. However, surgery may only remove the macroscopic tumor tissue whereas smaller lesions or pockets of tumor cells may go undetected and escape removal. Surgery is also moot for removing tumor cells already in circulation in the blood or lymphatic system, or those already infiltrated into the surrounding non-cancerous tissue1. In contrast, although chemotherapy is a systemic treatment, it has low selectivity for tumor cells, minimal effects on the dormant but transformed tumor cells, and high systemic side effects1,2,3. Radiotherapy is local irradiation that cannot kill non-irradiated parts of tumor and long-term use can lead to an increase of resistance in selected sub-populations of cells due to a loss of sensitivity to radiation2,3. Therefore, new therapies for treatment of cancer, including solid tumors, are being developed in recent years.

Photothermal therapy (PTT) is a novel, safe, effective and noninvasive method for the treatment of tumors, which uses external laser light source, irradiating the targeted materials with high photothermal conversion efficiencies to achieve hyperthermia4,5,6,7,8,9. Additionally, tumor-targeting recognition moieties on PTT therapeutics allows them to bio-accumulate in tumor cells with minimal damage to normal cells4,5,6,7,8,9. In terms of induction of optimal PTT and functionalization, gold nanoparticles exhibits localized surface plasmon resonance (LSPR) of free electrons under irradiation of excitatory wavelength laser, which efficiently converts light energy into heat4,5,6,7,8,9. The surface plasmon resonance peak of gold nanorods (GNRs) can be tuned into the near- infrared (NIR) spectra4,6. NIR light is reported to penetrate into the subcutaneous cell layer up to a depth of 10 mm to a few centimeters10. Therefore, GNR is widely being used in PTT treatment of tumors4,6. After tumor-targeting modification, the PTT effects of GNRs can selectively increase the temperature of tumor tissue to 50 °C to 70 °C, exceeding the threshold that leads to the death of tumor cells and tumor-encapsulating blood vessels11,12.

However, the mechanism of GNRs-mediated PTT killing tumor cells remains unclear. Previous studies have shown that GNR-mediated PTT caused apoptosis and necrosis of tumor cells, which is associated with the induced temperature by PTT13,14. Recently, a new type of cell death termed necroptosis was identified as a novel cell death mechanism15,16. It has also been reported that necroptosis occurs in tumor cells after heat treatment in vitro17,18, and also could be induced by PTT in cervical cancer cell lines19. Recent studies have investigated the occurance of necroptosis in melanomas, especially those mediated via the mitochondria-dependent ROS-generation and induction of mitophagy/autophagy20,21,22. Interestingly, the cytoplasmic RIPK3 serine/threonine kinase has also been implicated in necroptic cell death of melanomas, but not the related RIPK1 pathway23. Furthermore, PTT therapy and the induction of necroptosis in cancer has also been investigated, including using gold nanoparticles19,24,25,26. Moreover, there is a wealth of pre-clinical studies supporting the justification of applying PTT in cancers, including melanomas19,24,25,26,27,28,29. However, investigations into temperature-dependence of necroptosis and effects in melanomas are lacking. Additionally, the relationship between temperature and necroptosis has not been clarified in spite of increased temperature serving as the critical element for PTT killing tumor cells11,14. Therefore, it is extremely essential to investigate the relationship between the raised temperature of PTT and necroptosis of tumor cells. In this study, we firstly investigate the influence of increased temperature on cell death in melanomas, including necroptosis for this phenomenon of GNR-mediated PTT.

Materials and Methods

Cell lines

A murine melanoma cell line B16-BL6 was obtained from the American Type Culture Collection (ATCC) and maintained in DMEM medium (Life Technologies, Carlsbad, CA) with 10% FBS at 37 °C in 5% CO2.

Synthesis of GNR

HAuCl4 was acquired from SinoPharm (Shanghai Chemical Reagent Co., Ltd). Water-soluble gold nanorods were synthesized via seed-mediated growth routes as previously described30. Briefly, a seed solution was first prepared as follows: 1 ml of cetyltrimethylammoniumbromide (CTAB) (Sinopharm) solution (0.2 M) was mixed with 1 ml of HAuCl4 (0.5 mM) (Sinopharm). While the solution was stirred at 28 °C, 0.12 ml of ice-cold 0.01 M NaBH4 (Sinopharm) was added, until the resulting seed solution turned to brownish yellow color. Subsequently,the growth solution was prepared as follows: 50 ml of HAuCl4 (1 mM), 50 ml of CTAB (0.2 M) and 2.5 ml of AgNO3 (Sinopharm) (4 mM) were gently mixed at 28 °C, and 670 µl of ascorbic acid (0.079 M) was added until the color changed from dark yellow to colorless. To generate gold nanorods, 120 µl of the seed solution was added to the growth solution at 28 °C with gentle stirring. Within 30 min, the combined solution gradually changed color to brownish red. After 24 hrs, the solution was centrifuged at 12,000 rpm for 10 mins to remove the excessive CTAB and vacuum freeze-dried to a powder of GNR.

Synthesis of PEI-MUA and FA-PEI-MUA

Mercaptoundecanoic acid (MUA; 654 mg) was added to 30 ml carbon tetrachloride (CCl4), followed by addition of 100 mmol 1-ethyl-3-[3-dimethylaminopropyl] carbodiimide hydrochloride (EDC) and 100 mmol N-Hydroxysuccinimide (NHS) at room temperature for 15 min. 100 mmol polyethylene imine (PEI) was added to the above solution at room temperature for 12 hrs. An equal volume of de-ionized water was added for extraction of water-soluble PEI-MUA. The same method was used to complete the activation of folic acid in aqueous solution. Briefly, the above water-soluble PEI-MUA solution was added in the same molar ratio with folic acid and reacted at room temperature for 12 hrs to obtain water-soluble FA-PEI-MUA complex.

Synthesis of PEI-GNR and FA-GNR

GNR powder (HAuCl4; 10 mg) was added to 10 ml of the above water-soluble PEI-MUA or FA-PEI-MUA complex and stirred at room temperature for 12 hrs. The CTAB was successfully replaced by Au-S bond. An aqueous solution of PEI-GNR or FA-GNR was obtained by lyophilization, weighed and dissolved in non-ribozyme water. The plasma resonance effect was observed by a multifunctional microplate reader (SpectraMax M5e, MD, USA).

Transmission electron microscopy (TEM)

One drop of GNR or FA-GNR complex was placed on a copper grid and allowed to dry for 10 min before examination with an electron microscope. The morphology of GNR and FA-GNR complexes were observed using TEM (LIBRA 120, Carl Zeiss, Germany).

UV-Vis assay

The vacuum freeze-dried GNR, PEI-GNR, and FA-GNR were prepared into a 1 mg/ml homogeneous suspension, which was detected by a microplate reader (SpectraMax M5e, MD, USA) for surface plasmon resonance effect at wavelength ranges of 650 nm to 900 nm.

Cellular uptake efficiencies of GNRs-FA

B16-BL6 cells were plated in 24-well microplates at a density of 1 × 105 cells/ml. After 24 hrs, the medium was replaced with 200 µl 50 µg/ml GNR-PEI/siRNA (wt(GNR-PEI): wt(siRNA) = 32:1), 50 µg/ml GNR-FA/siRNA (wt(GNR-FA): wt(siRNA) = 32:1) or PBS/siRNA as control which were conjugated with the same amount Cy3-siRNA (0.66 µg). The nanocarriers were incubated with cells at 37 °C for 24 hrs. The cells were washed three times with PBS to remove unloaded nanoparticles and the images were taken with inverted and fluorescence microscopes. Cells were then trypsinized, harvested, washed three times with PBS to remove unloaded nanoparticles and resuspended in 200 ml of the medium and analyzed by flowcytometry Calibur (BD FACS Excalibur, BD Biosciences, Mountain View, CA).

GNR photothermal effects in vitro

B16-BL6 cells were cultured (200 µl 4 × 104/ml; log phase) in a 96-well plate. After 24 hrs, the B16-BL6 cells were treated with 50 µg/ml GNRs-FA or PBS as control for another 24 hrs. NIR laser irradiation (808 nm) was conducted at the varied conditions (Current (A) levels 0.55 A (0.956 W), 0.60 A (1.275 W) and 0.65 A (1.593 W)) was applied for 15 min. The laser beam targeting of specific wells in the 96-well format plates was controlled by a filter paper cover. To monitor the temperature, the laser beam was moved away, and the temperature was detected with an infrared radiation thermometer (VT02 Visual IR Thermometer, Fluke, USA) that was vertically placed at 5 cm above the target well for taking the thermal heat map very quickly (~2 Secs), and then the laser beam was moved back again.

PTT causing the pattern of cell death assessed by MTT assay

B16-BL6 cells (200 µl 4 × 104/ml; log phase) were cultured in a 96-well plate. After 24 hrs, the cells were treated in the cell culture medium with 50 µg/ml GNRs-FA or PBS as control for another 24 hrs. Caspase- or RIPK1- inhibitors Z-VAD or Nec-1 was added into the wells in final concentrations of 20 µM or with PBS as control for 4 hrs. The 808 nm NIR laser irradition at the above indicated conditions was applied for 15 min. After 24 hrs, the MTT reagent was added for another 4 hrs for conversion by mitochondrial reductase. The resulting purple crystals were dissolved in solubilization buffer and analyzed by spectrophotometry at 490 nm, using a reference of 650 nm in a microplate reader (SpectraMax M5e, MD, USA).

Statistics

Data were presented as mean ± SD. Student’s t-test (2-tailed) was applied to determine differences between two means. For the comparison of multiple groups, one-way ANOVA test was used. For all statistical analyses, differences with p values < 0.05 were considered significant.

Results

Synthesis, modification and cellular uptake efficiencies of GNRs-FA

In order to make GNR-FA, we first synthesized GNR and then modified it with MUA-PEI (GNR-PEI) and conjugated with a tumor-targeting adaptor folic acid (FA in GNR-FA). The morphologies of GNRs-PEI and GNRs-FA were detected by TEM image (Fig. 1A). The dimensions of the GNRs were 10 ± 2.3 nm in radius and 40 ± 3.6 nm in length, with an average aspect ratio of 4.0. After modifications, normalized UV-Vis absorption demonstrated a spectra shift between unmodified GNR and modified GNRs-PEI (GNR-MUA-PEI) or GNRs-FA (GNR-MUA-PEI-FA) (Fig. 1B).

Figure 1
figure 1

Synthesis, modification and cellular uptaking efficiencies of GNRs-FA. (A) TEM image of GNR after modification with folic acid (scale bar = 100 nm); (B) Normalized UV-Vis absorption spectra of un modified GNR or GNRs-PEI (GNRs-MUA-PEI), or GNRs-FA (GNRs-MUA-PEI-FA); (C,D) Transfection efficiency of Cy3-siGAPDH by PBS (control), and nanocarriers GNRs-PEI and GNRs-FA. After 24 hrs incubation, the Cy3 positive population of B16-BL6 was determined by flow cytometry (C), and the intracellular Cy3 fluorescence was imaged by brightfield and fluorescence microscope (D) (scale bar = 50 µm). Error bars represent the standard deviation of 3 experiments.

To test the targeted transfection efficiency of the nanoconstructs, we transfected the melanoma cell line B16-BL6 using modified GNRs that were pre-conjugated with fluorescent dye Cy3-labeled siRNA. After 24 hrs incubation, the Cy3-positive population of cells was determined by flow cytometry. Whereas non-FA targeted GNR-PEI only showed about 36.5% transfection efficacy, FA targeted transfection using GNR-FA achieved transfection efficiencies as high as 96.0% (Fig. 1C). To visually validate the intracellular uptake of Cy3-labeled siRNA transfected by nanocarriers GNR-PEI and GNR-FA, we also assessed them with brightfield and fluorescence microscopy. The intracellular fluorescence intensity in the B16-BL6 cells transected by tumor-targeted GNRs-FA was remarkably increased as compared with the cells transfected by non-targeted GNRs-PEI (Fig. 1D). These data suggested that the synthesis of GNRs-FA was successful and the targeted delivery using FA modification of GNR can achieve higher efficacies of transfection into tumor cells.

Temperature increase induced by photothermal effects of GNRs-FA

Our previous study has demonstrated that GNR can produce heat under the irradiation of near infrared laser, a phenomenon called photothermal effect due to LSPR properties of the GNR. To test whether GNRs-FA can introduce efficient photothermal effects, we cultured B16-BL6 cells and transfected them with GNRs-FA, followed by the near infrared laser (808 nm) irradiation (Fig. 2A). The temperature of irradiated wells containing the cells was detected using an infrared radiation thermometer. As shown in Fig. 2B, effective photothermal effects were successfully induced by GNRs-FA under a current from 0.55A to 0.65A of laser irradiation. After 15 min with different power densities of laser power at 0.55A (Figs. 2B(a)), 0.60A (Fig. 2B(b)) and 0.65A (Fig. 2B(c)), the temperatures were increased up to 43 °C, 46 °C and 49 °C, respectively. These data implied that the increase in temperature is time- and also current-dependent, which can be controlled by adjusting the current.

Figure 2
figure 2

Temperature increase induced by laser-treatment of GNRs-FA. B16-BL6 cells were treated with PBS or 50 µg/ml GNRs-FA for 24 hrs. (A) A filter paper, with a well-sized hole for a 96-well format plate, was used to cover the treated cells to guarantee the laser irradiating the target well accurately, and an infrared radiation thermometer was applied to measure the temperature; (B) An 808 nm near infrared laser source was applied for 15 min with different power densities that could be adjusted by the current (0.55A (a), 0.60A (b), 0.65A (c)). The detected temperature (converted to Celsius) was plotted. Results represent 1 of 3 experiments.

Temperature-dependent cell death patterns induced by photothermal effects of GNRs-FA in melanoma tumor cells

Photothermal treatment (PPT) produces a hyperthermal microenvironment in tumor sites, which kill tumor cells through induction of necrosis or apoptosis13,14. Recent studies report a new mechanism of cell death called necroptosis15,16. To investigate whether GNR-FA treatment is capable of inducing necroptic death in melanoma cells, we set up an experiment using a controlled amount laser beam and current intensity in order to induce temperature-dependent PTT in BL6-B16 melanoma cells (Fig. 2A). It has been reported that RIPK1-RIPK3-MLKL pathway is critical in induction of necroptosis31. To clarify the patterns of cell death after GNR-FA induced PTT, we treated the tumor cells with GNRs-FA and inhibitors first and then followed by laser irradiations as in Fig. 2B at three temperature levels: low (43 °C), medium (46 °C), high (49 °C).

To validate whether necroptosis and/or apoptosis are involved in the tumor killing mediated by PTT of GNRs-FA, we treated B16-BL6 using GNRs-FA or PBS, in the presence of RIPK1 inhibitor Nec-1 that blocks necroptosis pathways31,32. We also used pan-caspase inhibitor Z-VAD to block the apoptotic pathway33. After irradiation using the 808 nm NIR laser at three conditions, the cell viabilities were assessed using the MTT assay (Fig. 3A). As shown in Fig. 3B(b), the percentage of cell death decreased to 46.1% at 43 °C from 81.3% at 46 °C, and increased to 86.3% at 49 °C after the treatment with different laser doses. After, blocking necroptosis by adding Nec-1, the percentages of cell death after GNRs-FA mediated PPT at corresponding laser doses significantly dropped at low temperature (from 46.1% to 28.5%), at medium temperature (from 81.3% to 46.2%), and at high temperature (from 86.3% to 74.6%) (Fig. 3B(b)). Similar reductions were also observed when blocking the apoptosis pathway using Z-VAD, although the decreases were less at a low temperature but stronger at higher temperatures (Fig. 3B(b)).

Figure 3
figure 3

Temperature-dependent cell cytotoxicity patterns of tumor cells by GNR-mediated photothermal therapy. (A) B16-BL6 cells were treated GNRs-FA or PBS as control for 24 hrs. Additionally, caspase or RIPK1 inhibitor, Z-VAD or Nec-1 was implemented for 4 hrs. Finally, the cells were irradiated with laser (15 min), and cytotoxicities were evaluated by MTT assay; (B) (a) Cell viability (%) in each control group, and (b) cell death (%) in different treatment types were calculated; (C) The percentages of live, apoptotic, necroptotic, and necrotic cells at different temperature treatments (43 °C, 46 °C, 49 °C) after PTT with respective laser dosages (0.55A, 0.60A, 0.65A for 15 min). Error bars represent the standard deviation of 3 experiments (n = 3 per group/experiment).

Percentages of live, apoptotic, necroptotic, and necrotic cells at different temperatures (43 °C, 46 °C, 49 °C) adjusted for PTT with increasing laser doses (0.55A, 0.60A, 0.65A) for 15 min are calculated in Fig. 3(C). PTT kills tumor cells mainly through necroptosis and apoptosis when the induced temperature is 46 °C. Apoptosis, but especially necrosis, are the primary mechanisms for PTT-induced cell dath of melanoma tumor cells when the induced temperature is high (49 °C). In contrast, most tumor cells (53.9%) survived when the induced temperature is lower (43 °C (Fig. 3(C)). These data highlighted that GNR-FA induced tumor killing pattern in PPT is temperature-dependent and necroptosis regulated by RIPK1 pathway plays an important role in the killing of melanoma tumor cells by the GNRs-FA nano-construct. A proposed mechanism of photothermal therapy killing tumor cells is presented as a schematic in Fig. 4. This study provides evidence in helping us understand the mechanism of PTT killing tumor cells. RIPK1-mediated necroptosis is the other vital mechanism of photothermal therapy killing tumor cells, in addition to apoptosis and necrosis.

Figure 4
figure 4

Schematic of proposed mechanism of photothermal therapy (PTT) action against tumor cells. PTT kills tumor cells mainly through necroptosis and apoptosis when the induced temperature reaches around 46 °C. Necrotic pathway is the major mechanistic pathway for PTT killing tumor cells at a higher temperature (49 °C). In contrast, most of tumor cells will survive when the induced temperature is lower than 43 °C. Error bars represent the standard deviation of 3 experiments (n = 3 per group/experiment).

Discussion

Photothermal therapy (PTT) is a novel, safe, effective and non-invasive method for the treatment of tumors when compared to the traditional cancer therapy methods of surgery and chemotherapy. Gold nanorod (GNR)-aided PTT, using near-infrared laser, enhances irradiation of tumors with higher photothermal conversion efficiency. GNR functionalized with tumor-targeting recognition moieties help it to accumulate in tumor cells, increasing the temperature-dependent cytotoxicity to the tumor cells, with minimal damage to normal cells4,5,6,7,8,9. Since 2005, due to the discovery of unique optical properties of gold nanoparticles (GNP) and their ability to exhibit localized surface plasmon resonance (LSPR) of free electrons under laser irradiation, GNR is widely used in PTT treatment of tumors4,5,6,7,8,9. El-Sayed et al. (2006) reported for the first time that gold nano-spheres with anti-EGFR monoclonal antibodies can target to kill malignant tumor cells by PTT in vitro5. Similarly, in 2011, Drezek et al. demonstrated that PTT specifically inhibited drug-resistant breast cancer cells (JIMT-1) in vitro by using HER2 monoclonal antibody-modified core/shell of SiO2/Au nanostructure34. We developed a new tumor-targeting FA-GNR construct and used it to evaluate anti-cancer effects on melanoma cells based on the photothermal effects for PTT35. In this study, we further investigated the anti-tumor mechanism on melanoma cells by PTT.

The surface plasmon resonance peak of gold nanorods (GNRs) can be tuned into the NIR band (700–1300 nm) by changing the aspect ratio of nanorod so as to reduce the emitted laser energy and increase the transmission depth10. After targeted modification, the PTT effects of GNRs can selectively increase the temperature of tumor tissue to 50 °C or even 70 °C, exceeding the threshold that leads to the death of tumor blood vessels or tumor cells11,12. PTT was demonstrated to be a promising anti-tumor approach, which also effectively killed drug-resistant cancer cells34,36. PTT, using gold nanoparticles, PEG-based nanoparticles and carbon nanotubes have all been used in pre-clinical studies, including for melanomas22,25,27. PTT using gold nanoparticles for various cancers are also in clinical trials. Gold nanoparticles with thiolated PEG and tumour necrosis factor-α (TNF-α) (CYT-6091; Aurimmune; CytImmune Sciences, Rockville, MD), have entered early clinical trials. A single-dose pilot study of AuroShell® particles (Nano- spectra Biosciences, Inc., Houston, TX) given intravenously to patients with recurrent or refractory head and neck cancer is in progress37. It has been reported in the past that PTT killing tumor cell is temperature-dependent, however the mechanism of cell death, necrosis, apoptosis or necroptosis, and temperature dependence has never been explored previously. Moreover, a targetable pathway, such as the RIPK pathway, in melanomas remains un-investigated. High temperatures (higher than 50 °C) primarily lead directly to necrosis, but lower ranges (below about 50 °C) primarily induce cell apoptosis11,14,38. For PTT applications, the range of therapy temperature is normally lower than 50 °C for causing less cell necrosis less inflammation and also protecting normal cells from high temperature surrounding11,14,38. So in this study, we selected three temperatures: low temperature (43 °C), medium temperature (46 °C), and high temperature (49 °C). However, the temperature dependence of new cell death mechanism necroptosis by PTT was firstly explored in this paper.

In recent years, a number of studies reported that GNR-mediated PTT can effectively inhibit the growth of tumors in mice, and the biological safety study of GNRs showed that normal mice did not display the functional damage and pathological lesions in the heart, liver, spleen, kidney, and lung after long-term therapy with GNR38. Our study found that percentages of survival cells were high about 53.7% at low temperature (43 °C). The lethality was apparently raised when the temperature induced by PTT was 46 °C (percentages: 18.7% live, 31.8% apoptosis, 35.1% necroptosis, 14.4% other (necrosis)), and most cells (66.9%) were killed via apoptosis and necroptosis. When the temperature was increased to 49 °C, the percentages of apoptosis and necroptosis dropped significantly, and most of cells (52.8%) were killed through necrosis, which is also indicated by previous studies11,14,38.

In addition, gold nanorods are also effective drug-targeting transporters. Nano drug delivery system has the advantages of improving physical and chemical properties, stability, pharmacokinetics and pharmacology and toxicology of the drug and achieve better sustained drug release, targeting and therapeutic effects39,40. The current research shows that gold nanorods not only can effectively load drugs but also possess the advantages of easy modification (such as targeting modifications and biological compatibility modifications) and infrared laser-induced surface plasmon resonance which can also assist drug release41,42. We has previously synthesized folic acid-functionalized gold nanorods capable of carrying small RNA molecules and have demonstrated that it is effective in protecting siRNAs from RNase in sera, can target folate-overexpressing tumors cells (such as melanoma, lung cancer, and breast cancer) and silence various genes (BRAF and IDO)35. GNR-mediated PTT combined with siRNA, miRNA and other therapeutic technologies can significantly enhance the anti-tumor effects, which opens a promising Oncotherapeutic field35,43.

However, the mechanism of GNR-mediated PTT killing tumor cells remains unclear. Since the 1990s, it has been discovered that the use of a pan-caspase inhibitor or knockout of caspase 8, TNF-α and FasL, no longer induces apoptosis in cells but causes necrosis44. In 2005, this type of necrosis,which is initiated by a specific factor and follows certain pathways and mechanisms, was named programmed necrosis or necroptosis45. Since 2009, the major necroptosis-activating signaling pathways have gradually been elucidated, mainly by phosphorylated RIPK1 and RIPK3 activating MLKL31. It was shown that the phosphorylated MLKL translocates to the cell membrane resulting in disruption of cell membrane integrity and the release of intracellular molecules that are pro-inflammatory31. Necroptosis accelerated the death of tumor cells and increased the sensitivity of tumor cells to anti-tumor treatment, and also killed the drug resistant tumor cells caused by dysfunction of cell apoptosis46,47. Parida et al. reported that GNRs bring about photothermal effect under NIR, leading to hyperthermic death to cervical cancer cells by necroptosis enhancing the anti-tumor effects of chemotherapeutic drug GW627368X, a selective, prostanoid EP4 inhibitor19. Therefore, necroptosis is an important but uncharacterized cell death mechanism, although there have been a few previous reports on tumor cell necroptosis after heat treatment in vitro or PTT17,18,19. This study is the first direct demonstration that temperature-dependent necroptosis is an important mechanism of inducing melanoma cell death in GNR-mediated PTT, in addition to apoptosis and necrosis. More importantly, although immunotherapeutic approaches are viable strategies for malignant melanoma therapy, the literature and our current and previous studies also demonstrated that PTT could also produce an “abscopal effect”24,48, which is beneficial for immunotherapy leading to a synergistic anti-tumor regimens.