Abstract
Theranostics is the emerging field of medicine that uniquely combines diagnostic techniques and active agents to diagnose and treat medical conditions simultaneously or sequentially. Finding a theranostic agent capable to cure the affected cells and being safe for the healthy ones is the key for successful treatment. Here, we demonstrate that agglomerated single-walled carbon nanotubes (SWCNTs) are promising theranostic agent that enables photo-activated ‘cold’ destruction of the cancer cells keeping their environment alive. The absorption of picosecond pulses by SWCNT agglomerates results in the mechanical (due to photoacoustic effect) rather than photothermal cancer cell destruction, which was visualized by micro-Raman and ultrafast near-infrared CARS. The developed theoretical model allows us to distinguish photothermal, photoacoustic, and photothermoacoustic regimes of the cancer cell destruction, and also to optimize SWCNT-based theranostics recipe.
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Introduction
Lasers are widely used in biomedicine because the irradiation of living cells and tissues with coherent light beams may result in a variety of effects. Among the most examined ones are wound healing, tissue coagulation and vaporization, tissue ablation, and necrosis1. However, for the tissue embedded with micro- or nanoparticles (NPs) having the sharp absorption lines in the so-called therapeutic window of 650–1350 nm2, one can employ photothermal3, photothermoacoustic4, and photoacoustic5 effects for treatment. Owing to their ability to target tumor tissue, as well as their capacity to be manipulated by light, NPs are perfectly suitable for theranostic cancer screening, staging, and treatment6,7 using light in the near-infrared (NIR) tissue transparency window2.
Photothermal effect (or hyperthermia) is observed when light absorption in NPs results in local overheating of the surrounding tissue8 that can lead to protein denaturation, cell membrane lysis, and cell death. Although the temperature needed to destroy cancer cells in vitro is as high as 70–80°C9, even lower temperatures can be used to facilitate the release of therapeutic agents carried by NPs8. Similar to the Photothermal effect, Photothermoacoustic and Photoacoustic effects manifest themselves as the generation of acoustic waves in the NP’s surrounding tissue10 due to the conversion of the absorbed light energy into heat inside a NP. In the Photothermoacoustic effect, the NIR absorption by the NP leads to the temperature increase up to thousands of degrees, the surrounding aqueous medium evaporates forming—in the nanosecond time scale—a gas bubble and leading to an acoustic perturbation and local fluid flow11,12. The Photoacoustic effect occurs when the conversion of the light energy into heat inside the NP leads to its deformation, which produces an acoustic wave in the surrounding medium, rather than forms the vapour bubble. The important advantage of this effect for cancer treatment is that in the photoacoustic regime, no heating of the surrounding medium takes place, while the cancer cell damage can be achieved by the pressure pulse generated by the overheated NP. That is search for the appropriate theranostic agent for cancer treatment implies finding NPs that enable photoacoustic regime in the NIR spectral range.
Single-walled carbon nanotubes (SWCNTs) can be such a theranostics agent because their high NIR-absorptive ability13 enables photothermal therapy14, which is much more specific and much less aggressive compared to conventional chemo- or radiotherapy. High specificity is, to a large extent, the result of SWCNTs’ bioactivity and cellular uptake15,16, which in turn may make them toxic17. The latter—along with the lack of solubility in aqueous media18 as well as biodistribution and pharmacokinetic issues—significantly suppresses the interest of using SWCNTs in biomedicine. However, recent advances in nanotechnology have enabled the mass production of high-quality single-chirality SWCNTs19, which can be gently cut20, purified to the almost invisible degree of metal catalyst contamination21, and functionalized22. This has reopened interest to SWCNTs as cancer theranostics agent23 because short (100 nm)24 and properly functionalized25 CNTs are significantly less toxic than long and bare ones.
The properties of biological materials may be changed considerably by embedding carbon NPs26. For example, it has been shown that the addition of 1% of CNTs enhances the thermal conductivity of aqueous suspension27. By performing SWCNTs’ functionalization or varying the incubation time one may localize SWCNTs either inside the cancer cell28, on the cancer cell membrane29, or in the surrounding healthy tissue, for example, when transferring through the blood–brain barrier28. SWCNT localization and distribution is a crucial factor determining the efficiency of applied therapies, as different types of the external environment, as well as sizes of agglomerates of dispersed SWCNTs, will influence SWCNT response to NIR irradiation. In the biomedical diagnostics and therapy, either suspension of individual (or bundled) SWCNTs or micron-sized SWCNT agglomerates are used. The latter is also formed as a result of cancer cell endocytosis4 in vitro, huge SWCNT clusters are formed due to administration of high doses and local accumulation of SWCNTs in mice tissue in vivo30.
The aim of this paper is to optimize the SWCNT-based photonic theranostics recipe of detection and cold photodestruction of cancer cells by:
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1.
developing theory and performing a numerical simulation of the interaction of the NIR light with the SWCNTs aggregated in living cells or accumulated in the intercellular medium, and revealing the conditions of the cold photodestruction regime;
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2.
experimental demonstration of the cold photodestruction of the glioma C6 cancer cells that have captured the aggregated SWCNTs inside and comparison with laser treatment of the cells surrounded by individual SWCNTs situated in the extracellular medium.
Results
Theory: interaction of the laser pulses with spherical SWCNT agglomerate embedded into a cancer cell
In the Supplementary Information, we present the theory of the interaction of light with the spatially inhomogeneous (turbid) medium with embedded NPs, which have a sufficiently low (to ignore the collective effects) concentration and physical properties very different from the host medium. The performed numerical simulation for the spherical SWCNT bundles and individual SWCNTs placed in the living tissue allows us to reveal the conditions when the photothermal, photothermoacoustic and photoacoustic effects occur in the tissue embedded with the SWCNTs. Figure 1a,b shows the contour map of the temperature increase and negative pressure that can be achieved at the center of the spherical SWCNT agglomerate having a radius of R0 = 1 µm aggregated inside the glioma cell at the initial temperature of 293 K (20 °C). The results of the numerical simulations are summarized in Fig. 1c, which shows characteristic isobar and isotherms in the laser pulse duration-intensity plane.
The yellow line in Fig. 1c presents an isotherm, which corresponds to the agglomerate heating by ΔT = 20 K, when the agglomerate temperature of T = 313 K (40 °C) achieves the functionality threshold31. The brown line in Fig. 1c corresponds to the agglomerate heating by ΔT = 60 K, which defines the DNA melting threshold of 353 K (80 °C)32 that corresponds to the cell death. In the heating range of 20 K < ΔT < 60 K, the temperature-dependent protein denaturation33 and inactivation of repair of DNA strand breaks31 take place that causes disruption of cellular functioning and may lead to the cell death. Since selective anticancer therapy implies avoiding heating of normal tissue, the heating of the agglomerates below ΔT = 20 K is preferable. The dark orange line depicts isobar corresponding to the negative pressure change threshold of 0.7 MPa34. Most of biological structures have a sufficiently high resistance to compression and are considerably weaker to tensile stress. If the latter in the negative phase of a pressure wave exceeds the ultimate tensile strength of the medium, there is a high probability of local fragmentation of a cell due to micro-breaks, the formation of microbubbles, and other disturbances in the homogeneity of the structure35,36,37. Acoustic perturbations in the medium can be observed when the pulse duration \(t_{{\text{p}}}\) is shorter than time \(t_{a} \approx 100\,{\text{ps}}\) of propagation of an acoustic wave through the SWCNT bundle. Photothermal effects prevail at \(t_{{\text{p}}} > t_{{\text{a}}}\), because of the acoustic perturbation decays during the irradiation time. Thus, for the pulses shorter than 100 ps the dark orange line separates the parameter domain into photoacoustic non-destructive imaging38, for which nanoparticles are often used as contrast agents39, and photothermoacoustic regime.
The developed model allows us to distinguish photothermal, photothermoacoustic, and photoacoustic regimes of the interaction of light pulses with SWCNT agglomerates embedded in cytoplasm. This model confirms that the intracellular accumulation of SWCNTs and their agglomeration in micro-sized particles are necessary to implement ‘cold’ photo-induced cancer cell destruction keeping living bare cells intact.
The performed analysis allows us to visualize the cold photoacoustic destruction area (ΔT < 20 K and |ΔP|> 0.7 MPa), for the SWCNT agglomerates in the living cell. In this area, the irradiation with a laser beam will not result in tissue overheating, while the light-induced tensile stress in the SWCNT agglomerate accumulated will destroy the cancer cells. To verify the simulation results we choose for our theranostic experiment laser pulses having an intensity of 2.4 × 106 W/cm2 and a duration of 10 ps (see the star in Fig. 1c).
Experiment: interaction of picosecond laser pulses with glioma cells
We performed an experimental investigation of the interaction of laser radiation with (1) bare glioma cells (as a control sample); (2) glioma cells with intracellularly accumulated and aggregated micron-sized SWCNT agglomerates; and (3) glioma cells placed into the extracellular medium with suspended individual SWCNTs.
To visualize both the distribution of the SWCNTs inside the cancer cells and their agglomeration rate we employed G-band (1590 cm−1) and D-band (1330 cm−1) of the SWCNT Raman spectrum. The G-band was used to map the SWCNT distribution in the cytoplasm of the cell. Typical images of cells after their exposure to SWCNTs for 24 h and a typical Raman spectrum of SWCNTs accumulated in the cells are presented in Fig. 2. It was revealed that SWCNTs were accumulated inside rat C6 glioma cells in the form of micron-sized agglomerates, SWCNTs did not enter into the nuclei and remained only in the cytoplasm.
In our experimental conditions, the excitation of the Raman signal with a continuous laser beam at λex = 785 nm did not lead to any observable cell destruction. The laser beam was focused on the largest SWCNT agglomerate inside the cells and the cell was exposed to laser irradiation (λex = 785 nm, 7.2 × 103 W/cm2, laser spot diameter 2 µm) for 10 min. Re-scan did not show any changes in the state of the cell membrane or the distribution of agglomerates of SWCNTs inside the cell after radiation exposure, as can be seen from Fig. 2a,b. No significant change was observed in the Raman spectra of the SWCNT agglomerate used for irradiation (see Fig. 2e-1(before irradiation) and 2e-2 (after irradiation)). Increasing of the laser intensity up to 2.4 × 106 W/cm2 and reduction of the scanning step from 2 µm down to 0.5 µm that led to an increase in the scanning time and exposure time of the cell to laser radiation, improved spatial resolution to detect the presence of smaller SWCNT agglomerates (Fig. 2c,d), which were not visualized in the Fig. 2a,b. Nevertheless, a change in the scanning parameters of the sample did not lead to the cell membrane damage and any suppression of its viability.
The same cell was exposed to laser irradiation (λex = 785 nm, 2.4 × 106 W/cm2, exposure time 30 min, laser spot diameter 2 µm). An increase in intensity and exposure time did not have any effect on cell viability (Fig. 2c,d). Moreover, based on the analysis of the Raman spectrum of CNTs, it could be argued that there was no significant local heating of SWCNTs caused by the conversion of absorbed laser radiation into heat, as there was no increase in the D mode40 as compared to the spectrum of SWCNTs before irradiation (Fig. 2e 1–4).
Ultra-short laser pulses of high intensity can cause cell damage due to protein coagulation, vaporization, or photoablation41. Cells, cultured without SWCNTs, were exposed to picosecond laser irradiation (λex = 910.5/1064 nm). The same laser source was used for simultaneous fast cancer cell visualization by coherent anti-Stokes Raman spectroscopic (CARS) imaging technique (Fig. 3b) performed at 1585 cm−1 wavenumber (C = C bending mode in proteins42). To exclude the possible harmful influence of picosecond laser pulses having an intensity of 106 W/cm243, cell viability was determined before (Fig. 3a) and after (Fig. 3c) the irradiation using fluorescent probe propidium iodide (PI). Exposure of glioma cells to irradiation for approximately 7 min (time for scanning 100 µm × 100 µm area) did not cause any plasma membrane permeabilization, as no PI fluorescence was detected (Fig. 3c).
Using CARS and fluorescent microscopy techniques we demonstrate that glioma cell plasma membrane stays intact and non-permeabilized after being irradiated with 10 ps pulses at λex = 910.5/1064 nm and intensity of 106 W/cm2. That is, these pulses do not have any destructive effect on the cells and can potentially be used for antitumor therapy and diagnosis.
Glioma cells cultured in the presence of SWCNTs for 24 h effectively accumulated SWCNTs intracellularly, and small SWCNT agglomerates were formed (see micro-Raman spectra in Fig. 2). It was shown, that exposure of cells to SWCNTs for 24 h and their accumulation inside the cell did not influence their viability. No PI fluorescence was detected on the cell membrane surface or somewhere in the external medium and growth surface of a Petri dish in the sample with glioma cells accumulated SWCNTs (Fig. 3d).These data indicate, that all the SWCNTs, detected by Raman microscopy (Fig. 2a–d), were located inside the cell rather than on the membrane26, and did not adhere to the plastic surface of the Petri dish, which could happen at the cell cultivation stage.
However, the exposition of the cells for 7 min with 10 ps laser pulses at the intensity of 106 W/cm2 and 1 MHz pulse frequency (λex = 910.5/1064 nm) led to plasma membrane permeabilization and pore formation, detected simultaneously with irradiation by CARS imaging (Fig. 3e). The CARS signal from cells decreased, but early stages of the violation of the integrity of the cell membrane were visualized. Afterwards, using fluorescent microscopy, violations of the integrity of the cell membrane and its death were demonstrated (Fig. 3f).
To evaluate the importance of the SWCNT intracellular accumulation step, NIR pico-second pulsed light interaction with SWCNTs dispersed in the extracellular medium of cells was investigated. Cells, grown without SWCNTs, but exposed to the medium, containing 5 µg/mL SWCNTs, stayed viable before and after the irradiation with pico-second laser pulses for 7 min because the glioma cell plasma membrane was not permeabilized (Fig. 3g–i).
Therefore our experiment shows that accumulation of SWCNTs inside the cell cytoplasm appeared to be crucial in photo-induced cancer cell destruction by pico-second NIR irradiation. Pulsed irradiation of cells with intracellularly accumulated SWCNTs led to the breaks in cellular membranes and cell death, detected both by CARS and fluorescent microscopy (Fig. 3e–f). Importantly, CARS enables for simultaneous irradiation and real-time visualization of cancer cells.
Simulation of pulsed irradiation interaction with SWCNTs’ micron-sized agglomerates and individually dispersed nanotubes fully proved this hypothesis. It was shown that absorption of irradiation by micron-sized agglomerate leads to photoacoustic destruction of glioma cells due to the propagation of the acoustic wave in the NP environment as shown in Fig. S.1b. If the negative pressure (volumetric extension) in the wave exceeds the threshold of ∆Pthresh ≈—0.7 MPa, destruction of the medium continuity may occur and lead to the destruction of the membrane integrity of the hosting cell. The developed model shows that laser pulses used in our experiment are capable of achieving the medium continuity destruction threshold. At the same time, local heating in the NP proximity is several degrees (see Supplementary Figure S.1a), which suggests that the photoacoustic mechanism of biostructure damage in this situation should prevail.
The simulation of the interaction of individual SWCNTs with laser pulses also fully supports our experimental results (Fig. 3g–i for experiment and Supplementary Figure S.2 for simulation). The amplitude of the generated pressure wave is six orders of magnitude lower than that generated in the SWCNT agglomerate. This finding allows us to conclude that in our experimental conditions, the probability of damage to the biostructures due to the generation of acoustic waves by solitary carbon nanotubes is negligible.
Conclusions
We demonstrate that glioma cells are capable of efficient accumulation of SWCNTs to relatively large agglomerates, mainly inside the formed phagolysosomes. These agglomerates enable photo-induced destruction of cancer cells using picosecond laser irradiation. It is worth noting that neither bare cancer cell nor cells with SWCNTs dispersed extracellularly are not damaged under the same irradiation conditions. We also demonstrate that CARS can be effectively used for both visualization of the cancer cell and its photo-induced SWCNT-conditioned destruction, providing strong evidence that this method is a powerful tool for nanotheranostics. The advantage of using stable SWCNT suspensions instead of conventional NPs for photoacoustic therapy is the following: in the case of NPs, not only the cell accumulated NPs will be destroyed, but also normal tissues containing these NPs associated with tumor cells will be damaged. In the case of stable SWCNT suspensions, only cells that have accumulated SWCNTs as agglomerates are destroyed. Individual nanotubes in the extracellular environment are photoacoustically inactive. Therefore, there is no damaging effect on adjacent fluids and tissues.
The performed numerical simulation of the interaction of intense laser pulses with SWCNTs-enriched tissue may be employed to establish a common ground for the comparative study of the scattered literature data, to open a way toward increasing the efficiency of photo-induced CNT-conditioned destruction of tumors, and to reduce the cytotoxic load on the body during anticancer therapy.
Methods
SWCNT-DNA complexes
Single-walled CNTs produced by the HiPCO method (Nanointegris Technology Inc., Batch PO568) in bundles, purified from metal impurities (> 98%) were used throughout all the experiments. SWCNTs diameter varied from 0.8 nm to 1.4 nm (average 1.0 nm). Metallic to semiconducting nanotubes ratio was 1:2. SWCNTs were shortened down to 100–500 nm in length as described in20 and functionalized by salmon DNA (Sigma-Aldrich, USA). To obtain a DNA solution, 2 mg of the salmon DNA was placed in 6 ml of physiological solution for 2 days at a temperature of 4° C. Then the solution was treated with ultrasonic disperser UZDN-2 T for 30 min at 25% of the maximum power. Then, SWCNT agglomerates were added to 4 ml of the DNA solution and dispersed for 4–6 h at low ultrasonic intensity and room temperature. The resulting suspension was centrifuged for 10 min at 5000 g. In this case, SWCNT agglomerates or SWCNTs not coated with a surfactant precipitated. The supernatant was centrifuged again to remove insufficiently dispersed material. The resulting SWCNT-DNA suspension was further used for biological applications. SWCNT-DNA (SWCNTs) concentration was determined via ultraviolet–visible spectroscopy (RV2201 spectrophotometer, ZAO SOLAR, Belarus)44. SWCNTs in suspension were stable for up to 4 months. Before each experiment SWCNTs in suspension were additionally centrifuged to remove large agglomerates formed in the suspension.
Cell culture
C6 rat glioma cells (ATCC, CCL-107) were obtained from ATCC, LGC Standards (Ogrodowa 27/29, Kielpin, Poland) and grown in DMEM/F12 (Gibco, USA) medium supplemented with 10% newborn calf serum (Capricorn, Germany) and 80 µg/mL gentamycin sulfate (BelMedPreparaty, Belarus) at 37 °C, 100% humidity, and 5% CO2. For Raman spectroscopic studies 105 cells were seeded per each Petri dish on silicon wafers and grown according to standard protocol. When cells were attached to the silicon surface, SWCNT suspension was added at a final concentration of 5 µg/mL. SWCNT accumulation and distribution inside the cells was investigated after 18–24 h of cells growing in the presence of SWCNTs. For fluorescent microscopy and light exposure studies, cells were seeded at low density (104 cells per channel) in 6 channel slide (sticky-Slide VI 0.4, Ibidi, Martinsried, Germany) with a glass coverslip as a substrate. For all experiments we used external Hepes buffer solution of the following composition (in mM): NaCl—126, KCl—3, MgSO4—2, CaCl2—2, Hepes—10, and glucose—6.
Raman spectroscopy of SWCNT distribution inside the cell
For Raman measurements, cells were seeded per each Petri dish on silicon (1 cm × 1 cm) to avoid strong background Raman signal from the glass. After 18 or 24 h incubation with SWCNTs, the cellular monolayer on the slide was washed twice with PBS. Raman spectra of the cell samples were measured using Raman confocal 3D-scanning microscope NanoFinder HighEnd (Lotis TII, Belarus—Tokyo Instruments, Japan) at the excitation wavelength of λex = 785 nm (with a maximum power of about 75 mW). Exposition time was 0.5–2 s, the scanning step was 0.5–2.0 μm. Data are presented using the software packages of OriginPro 8.0 (OriginLab Corp., USA), Microsoft Excel 2007, NanoFinderViewer (Lotis TII, Belarus).
Cells viability determination
To determine cell viability, propidium iodide (PI) as a fluorescent marker of cell membrane permeability was used. PI is a membrane-impermeable weakly fluorescent agent until it binds to DNA or RNA, causing 20–30 increase in fluorescence and 30–40 nm red shift of fluorescence excitation maximum at λex = 535 nm and 15 nm blue shift of fluorescence emission maximum at λem = 617 nm45. When the cell plasma membrane is not intact and thermally induced pores appear, PI intercalates between the DNA bases inside the cell and strong fluorescence is detected. We used PI at the final concentration of 10−6 M in the external buffer solution throughout experiments and replaced PI-containing medium by Hepes buffer without PI washing the cells with continuous fluid flow.
SWCNTs in suspension were added to 2 channels in the 6 channel slide at final concentration 5 µg/mL and cells were cultivated in the presence of these complexes for 24 h before experiments. The other channels contained DMEM/F12 with supplements, used for routine culture procedure.
Cells were irradiated under the microscope using continuous 785 nm laser irradiation of variable light doses on the 3rd day after seeding. For intense pulsed light treatment, a laser diode emitting a series of picosecond pulses was used. Cell samples were divided into three groups: cells without SWCNT-DNA complexes, cells exposed to SWCNT-DNA complexes for 24 h and accumulated SWCNTs inside the cells, and cells grown without SWCNT-DNA complexes, but irradiated in the external medium containing a high dose of SWCNTs (see Fig. 4).
Coherent anti-Stokes Raman spectroscopy (CARS)
Home-made CARS system was used. Picosecond 1 MHz laser source (EKSPLA Ltd.) with dual-wavelength was combined with Microscope Olympus IX71 and a piezo scanning system (P-517.3CL, Physik Instrumente GmbH & Co) and utilized for raster-scanning of the sample. The exciting light was focused on the sample with an oil-immersion objective (Olympus, Plan Apochrom., 60X, NA 1.42). For detection of CARS signal the avalanche photodiode (SPCM-AQRH-14, Perkin Elmer), connected to a multifunctional PCI board (7833R, National Instruments) was used. Fundamental wavelength (1064 nm) and tunable-wavelength radiation (700–1000 nm) were used as Stokes and Pump excitation beams, respectively. Scanning of samples was performed at 1585 cm−1 wavenumber. For this, the pump beam was tuned to 910.5 nm and the resulting CARS signal within the spectral window from 840 to 782 nm was detected. Long-pass (cut-off at 860 nm) and short-pass (cut-off at 780 nm) filters were applied to spectrally separate the CARS signal. Excitation powers of 0.4 mW and 5 mW were employed for Pump and Stokes beams, respectively. Cells visualization was performed using the following set of parameters: laser-pulse duration 10 ps, intensity 106 W/cm2, pulse frequency 1 MHz, scanning step 0.2 μm, acquisition time 1/500 s/pixel. The time for scanning the area of 100 × 100 μm using this set of parameters was 7 min.
Fluorescence microscopy
The fluorescence images were acquired as in46. In short, we used a custom-built fluorescence microscope based on a commercial inverted biological Nikon Eclipse Ti-U with a 40 × CFI S Plan Fluor ELWD air objective and operated in the wide-field epi-illumination mode. The 532 nm CW DPSS laser (Crystalaser) was used as the excitation source. The diameter of the excitation spot was about 200 µm. The laser power after the objective was 0.6 mW. The excitation laser was directed into the objective by a 50/50 beam splitter. The resulting fluorescence was filtered off the excitation light with the long-pass filter (HQ545LP, Chroma) and imaged with EMCCD (DU-897E-CS0-UVB, Andor). The detector integration time was 0.1 s and each image was an average of 20 frames.
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Acknowledgements
This work was financially supported by Horizon 2020 RISE DiSeTCom [Project No 823728], the Research Council of Lithuania Foundation [Joint Project No S-LB-19-4], the Belarusian Republican Foundation for Fundamental Research [Project No F18R-141], the Academy of Finland Flagship Programme, Photonics Research and Innovation (PREIN) [Project No 320166], the Academy of Finland [Project No 298298]. PK is supported by Horizon 2020 IF TURANDOT [Project No 836816]. MS is supported by Tomsk State University Competitiveness Improvement Program. We are thankful for Alesia Paddubskaya (Institute for Nuclear Problems, Belarusian State University, Minsk, Belarus) for fruitful discussions.
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L.G., T.K. and P.K. worked out the concept of the research. L.G., R.K., T.K., M.S., D.R. and A.D. conceived and designed the experimental study. Theoretical calculations were performed by I.T. and O.R. M.S. prepared the SWCNT-DNA complexes with the assistance of L.G. L.G. and T.K. designed and performed cell viability assay. D.R. performed the fluorescence measurement. A.D. performed the CARS measurements. L.G. and M.S. performed Raman spectroscopic measurements. The manuscript was written through the contributions of all authors. P.K. and Y.S. provided manuscript review and editing. All authors have approved the final version of the manuscript.
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Golubewa, L., Timoshchenko, I., Romanov, O. et al. Single-walled carbon nanotubes as a photo-thermo-acoustic cancer theranostic agent: theory and proof of the concept experiment. Sci Rep 10, 22174 (2020). https://doi.org/10.1038/s41598-020-79238-6
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DOI: https://doi.org/10.1038/s41598-020-79238-6
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