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Long-term in vivo immune tracking nanoplatform based on Ag2S quantum dots for the photothermal immunotherapy of breast cancer

Abstract

Background

Photothermal immunotherapy, as a promising technique in cancer treatment, offering precise eradication of tumor tissue, minimal adverse effects, and reduced risk of recurrence and metastasis. However, due to the instability of tracer function after photothermal immunotherapy, the long-term in vivo tracing is still a significant challenge, thereby greatly impeding the comprehensive assessment of immune response and drug delivery outcomes.

Results

Here, we successfully demonstrated the feasibility of stable long-term in vivo immune tracking of photothermal immunodiagnosis and immunotherapy for breast cancer. The biocompatible and stable Ag2S quantum dots, with an average size of 3.8 nm, were coated with ovalbumin (OVA) and loaded with immune adjuvant imiquimod (R837). This synthesized Ag2S@OVA-R837 nanovaccine exhibited an excellent photothermal response upon near-infrared irradiation at 808 nm and effectively activated dendritic cells. In an in vivo breast tumor mouse model, we demonstrated that this nanoplatform, in combination with laser treatment, significantly improved long-term survival rates, reduced tumor size, and elicited robust immune responses.

Conclusions

The results support that Ag2S@OVA-R837 is a promising photothermal immunotherapy (PIT) tracer nanoplatform to feedback immunoefficacy of therapeutics and holds great promise for precise treatment and diagnosis of malignant tumors, providing a novel avenue for visualizing the in vivo distribution and trafficking of functional therapeutics.

Background

Cancer has emerged as one of the leading causes of mortality worldwide [1, 2], with a recent report indicating 19.3 million new cases diagnosed across 185 countries recently [2]. Therefore, cancer therapy remains a crucial research topic in biomedical research. Current treatment strategies primarily include surgery, radiotherapy, chemotherapy, and endocrine therapy, during which the balance between effectively killing tumor cells and minimizing damage to healthy tissue is critical. Additionally, the traditional therapies often struggle to completely eradicate tumor cells, leading to significant challenges with recurrence and metastasis significant challenges.

In the rapidly advancing field of cancer therapeutics, photothermal nanomaterials exhibit significant potential by enabling targeted photothermal therapy (PTT) while also facilitating the delivery of anticancer agents or immunostimulants [3,4,5,6,7,8,9,10,11,12,13]. These advances represent a new frontier in combating various types of cancers such as melanoma, colon cancer, and human papillomavirus -associated malignancies [14]. Over the past few years, single-walled carbon nanotubes (SWNTs), black phosphorus nanoparticles [15,16,17,18], gold nanorods (GNRs) [19,20,21], and iron oxide nanoparticles [22] have been demonstrated as effective contrast agents for multimodal imaging techniques such as magnetic resonance imaging (MRI) [22] and computed tomography (CT) [23]. However, these nanomaterials often face limitations, such as reduced imaging capabilities or weakened signals after PTT process, posing significant difficulties for long-term in vivo tracking [24,25,26,27,28,29,30]. This issue is particularly critical when assessing drug delivery and efficacy outcomes, highlighting the need for novel photothermal materials to drive further advancements in PTT applications.

Among various candidate materials, quantum dots (QDs) have emerged as promising candidates for in vivo fluorescence probes due to their stable near-infrared (NIR)-I excitation and NIR-II fluorescence emission, which enable deep tissue penetration in clinical optical imaging [16, 31,32,33]. Ag2S QDs stand out because of their cost-effectiveness, high biocompatibility, and robust fluorescence stability. Ongoing studies on Ag2S QDs are currently focused on their synthesis, fluorescence properties, and therapeutical functionalities, such as self-fluorescent Ag2S materials [34], excitation and emission properties of Ag2S QD [35], biocompatibility during photothermal therapy [36, 37], and chiral Ag2S functional drugs [38] for therapeutic applications. Studies evaluating Ag2S QDs’ long-term in vivo immune tracking remain scarce. Since silver sulfide quantum dots offer a well balance between photothermal and fluorescent stability, making them effective in vivo tracers for a dynamic physical feedback of immune evaluation after immunoactivation functionalization.

In this study, we developed Ag2S@OVA-R837 nanovaccines by combining Ag2S QDs with ovalbumin (OVA) and imiquimod (R837) for the treatment of breast cancer using photothermal immunotherapy. In addition, the long-term monitoring of these nanovaccines’ in vivo distribution was achieved using NIR-I excitation and NIR-II fluorescence imaging techniques, which enhanced their potential for further investigation and provided a visible means for auxiliary analysis. Our investigation involved synthesizing and characterizing the Ag2S@OVA-R837 nanovaccines, followed by evaluating their photothermal capabilities and immunostimulatory effects in vitro using mouse 4T1 breast cancer cells and DC2.4 dendritic cells, respectively. The efficacy of Ag2S@OVA-R837 in photothermal immunotherapy was evaluated in murine breast tumor model. At last, with the assistance of 808 nm laser excitation, the Ag2S@OVA-R837 nanovaccines served as in vivo tracers, enabling visualization and tracking of the animal’s immune responses to photothermal immunotherapy. Our work highlighted a long-term in vivo immune-tracking nanoplatform and has great potentials for advancing the applications of cancer photothermal immunotherapy.

Existing photothermal immunotherapy technologies have shown promising results in tumor eradication, immune activation, and the prevention of recurrence and metastasis in animal and pre-clinical studies. However, verification of these approaches often relies on late-stage biochemical detection methods and long-term safety assessments. Our work aims to develop a long-term active traceable and photothermal material that remains capable of real-time dynamic monitoring after photothermal treatment. This approach provides a novel research perspective that could accelerated the clinical development cycle of new photothermal immune therapies and breast cancer treatments.

Results

Synthesis and characterization of Ag2S@OVA-R837

To enhance the immune activation effect, the Ag2S QDs were synthesized and coated with the OVA antigen, a widely used antigen in immune research [39]. Afterwards, the FDA-approved immunomodulator R837, which targets Toll-like receptor 7, was loaded, creating a multimodal approach for breast cancer treatment (Fig. 1a). Transmission electron microscopy (TEM) images revealed that the Ag2S cores possessed an average diameter of 3.8 ± 0.6 nm (Fig. 1b). Complementary x-ray photoelectron spectroscopy (XPS) measurements corroborated the chemical identity of the Ag2S, identifying the binding energy peaks at 373.3 and 367.4 eV for Ag (Fig. 1c), and a peak at 162.8 eV for S (Additional file1: Fig. S1). Dynamic light scattering (DLS) analysis indicated that Ag2S@OVA nanoparticles had an approximate size of 13.5 nm with a narrow size distribution, suggesting excellent colloidal stability in phosphate-buffered saline (PBS) at a pH of 7.4 (Fig. 1d). The broadband absorption property of Ag2S QDs was confirmed by the ultraviolet–visible absorption spectrum (Additional file1: Fig. S2).

Fig. 1
figure 1

Synthesis and characterization of Ag2S@OVA-R837. a Schematic diagrams of the synthesis of Ag2S@OVA-R837 for the photothermal immunotherapy of 4T1 tumor model. b TEM images of the Ag2S QDs. Inset: a zoom-in image of individual Ag2S QDs. c XPS spectrum of Ag2S@OVA confirming the chemical content of Ag. d DLS analysis revealing the size distribution of Ag2S@OVA nanoparticles. e Photothermal response curves for Ag2S QDs at different concentrations under 10 min of laser irradiation (808 nm, 1.0 W/cm2). f Repeated heating profiles for 2 mM Ag2S@OVA over four cycles of irradiation (808 nm, 1.0 W/cm2), demonstrating the photothermal stability. g Comparative zeta potential measurements of Ag2S@OVA and Ag2S@OVA-R837 nanoparticles

To assess the photothermal properties, Ag2S@OVA solutions at varying concentrations (0.5, 1, and 2 mM Ag) were exposed to an 808 nm laser (1.0 W/cm2) for 10 min. A concentration-dependent temperature increase can be clearly observed (Fig. 1e). The photothermal stability of Ag2S@OVA nanoparticles (2 mM Ag) was tested over four irradiation cycles (808 nm laser, 1.0 W/cm2, 5 min of irradiation followed by a cooling period to room temperature). The nanoparticles showed consistent photothermal effects with no observable reduction in performance (Fig. 1f). Comparison across different concentrations is provided in Additional file1: Fig. S3, which indicates that higher concentrations also maintain a stable temperature rise during the 5-min irradiation period. The electrostatic adsorption of R837 onto the Ag2S@OVA nanoparticles was evidenced by a shift in zeta potential from −18.04 ± 0.61 mV to 3.31 ± 0.98 mV, confirming the successful formation of Ag2S@OVA-R837 (Fig. 1g). The loading efficiency of R837 onto Ag2S@OVA was quantified at 53.7%, using a standard calibration curve [7].

In vitro cytokine secretion detection

The cytotoxicity of Ag2S QDs on 4T1 cells were assessed using the cell counting kit-8 (CCK-8) assay following a 24-h incubation period. The results demonstrated an absence of cytotoxicity, even at the highest concentration tested (4 mM of Ag, Fig. 2a). To further verify the safety of the materials, a hemolysis assay was conducted (Additional file1: Fig. S4). The hemolysis rates for both Ag2S@OVA and Ag2S@OVA-R837 were below 2%, measured at 1.45% and 0.27%, respectively. These results demonstrated that the Ag2S@OVA-R837 nanovaccines exhibited excellent biocompatibility.

Fig. 2
figure 2

In vitro cytokine secretion detection. a Cell viability of 4T1 cells after a 24-h incubation with different concentrations of nanoplatforms based on Ag2S QDs. b Fluorescence microscopy images showcasing 4T1 cells treated with 2 mM Ag2S@OVA-R837, followed by a 10-min irradiation with an 808 nm laser at a power density of 1.0 W/cm2. Live cells are stained with calcein AM (green fluorescence), while dead cells are stained with propidium iodide (PI, red fluorescence). c Normalized ELISA results indicating the secretion levels of IL-6 and TNF-α by DC2.4 cells in response to treatment with PBS, Ag2S@OVA, and Ag2S@OVA-R837. Data are represented as mean ± SD (n = 3). Statistical significance is denoted as ns (not significant), ***p < 0.001, ****p < 0.0001, based on two-way ANOVA

The photothermal cytotoxic efficacy of the Ag2S@OVA-R837 nanovaccine was evaluated on 4T1 cells subjected to 10 min of laser irradiation (808 nm, 1.0 W/cm2). The assessment was conducted by fluorescent microscopy with live/dead staining, in comparison with a PBS control. Live cells were identified by calcein AM staining and emitted green fluorescence, while dead cells were marked by propidium iodide (PI) staining and emitted red fluorescence (Fig. 2b). The results demonstrate that Ag2S@OVA-R837 nanoparticles, upon laser irradiation, were effective in inducing cell death in 4T1 cells, providing preliminary in vitro evidence of its potential for tumor photothermal ablation. This supports the capability of the nanovaccines for subsequent in vivo studies. Further comparison of the in vivo photothermal effect is shown in Additional file1: Fig. S5.

Dendritic cells (DCs) are pivotal as antigen-presenting cells (APCs) in T cell activation. In our experiment, DC2.4 cells were incubated with PBS, Ag2S@OVA (2 mM Ag), and Ag2S@OVA-R837 (2 mM Ag) for 24 h. The secretion levels of the cytokines interleukin 6 (IL-6) and tumor necrosis factor alpha (TNF-alpha) were measured using enzyme-linked immunosorbent assay (ELISA). Notably, a significant increase in both TNF-alpha and IL-6 secretion was detected following treatment with Ag2S@OVA, with a more pronounced elevation upon exposure to Ag2S@OVA-R837 (Fig. 2c).

These preliminary findings indicate that Ag2S@OVA-R837 can stimulate and enhance the immune response of APCs, thereby has a potential in activating naive T cells subsequently. This provides promising evidence for its capability to trigger immune responses in vivo, suggesting its potential as an immunotherapeutic agent.

In vivoantitumor efficacy

The in vivo antitumor efficacy of Ag2S@OVA-R837 (intratumoral administered at 2 mM Ag per 20 g mouse) combined with laser treatment (808 nm, 1.0 W/cm2, for 10 min) was evaluated in a murine model bearing 4T1 tumors. This treatment was compared against groups receiving Ag2S@OVA with laser treatment, PBS with laser treatment, and an untreated control group. Over an extended study period of more than 90 days, the survival rate of mice treated with Ag2S@OVA-R837 was the highest at 83%, with complete tumor regression observed after 15 days (Fig. 3a–b). In contrast, mice receiving Ag2S@OVA and PBS with laser treatments showed survival rates of 33% and 17%, respectively, while the control group exhibited the most significant tumor growth and all animals succumbed within 33 days.

Fig. 3
figure 3

In vivo antitumor efficacy. a Survival rates of the tumor-bearing mouse model post-treatment with PBS, Ag2S@OVA, or Ag2S@OVA-R837, each in combination with 10 min of laser irradiation (808 nm, 1.0 W/cm.2). b Relative tumor volumes in BALB/c mice measured 15 days after treatment. c Serum TNF-α concentrations in mice at 1, 3, and 7 days post-treatment. d Serum IL-6 concentrations in mice at 1, 3, and 7 days post-treatment. The data for a and b are presented as mean ± SD (n = 12), while the results for c and d are depicted as mean ± SD (n = 5)

Serum levels of TNF-alpha, measured via ELISA, showed a marked increase after treatment with both Ag2S@OVA and notably Ag2S@OVA-R837 on days one, three, and seven (Fig. 3c). IL-6 levels peaked one day after the Ag2S@OVA-R837 treatment and then gradually declined. In mice treated with Ag2S@OVA, IL-6 levels rose more steadily, reaching the peak on day three before diminishing (Fig. 3d).

These findings collectively suggest that the Ag2S@OVA-R837 nanovaccines, when used in combination with PTT, effectively stimulate strong immune responses in vivo, highlighting its potential as a therapeutic strategy for cancer treatment.

Long-term in vivo immune tracking

The development of stable and anti-photobleaching NIR-II fluorescence probes is crucial for advancing tracking research. Despite their potential, Ag2S QDs have not yet been explored as tracers for immune functionalization in vivo. The fluorescence emission spectrum of Ag2S@OVA-R837 upon excitation at 808 nm is shown in Additional file1:Fig. S6, featuring a distinct, narrow peak centered at 1096 nm, well within the desired NIR-II spectral region. Fluorescence imaging was conducted using an 1100 nm long-pass filter to capture the emission from suspensions of both Ag2S@OVA and Ag2S@OVA-R837 before and after 10 min of laser irradiation (808 nm, 1.0 W/cm2) in a dark setting. The absence of significant photobleaching suggests that these Ag2S QDs remain stable after PTT (Fig. 4a).

Fig. 4
figure 4

Long-term in vivo immune tracking. a Near-infrared imaging of Ag2S@OVA and Ag2S@OVA-R837 pre- and post-laser irradiation. b NIR imaging over a period of 0–72 h in BALB/c mice post-tail vein injection with Ag2S@OVA-R837 nanoparticles. cd Near-infrared imaging from day 1 to day 7 in tumor-bearing BALB/c mice, without (c) and with (d) photothermal immunotherapy. A and B indicate axillary lymph nodes, while C denotes the spleen

To assess the potential for in vivo imaging, Ag2S QDs were intravenously injected into healthy mice and tracked over a 3-day period. The images in Fig. 4b validate the successful in vivo visualization of the nanoparticles, with pronounced accumulation observed in the liver and intestines after 3 days. Furthermore, Ag2S@OVA-R837 was administered to tumor-bearing mice, with subsets of mice receiving PTT treatment (10 min, 808 nm, 1.0 W/cm2) and others not. In the absence of PTT, the Ag2S@OVA-R837 nanovaccines were initially detectable at the tumor site on day 1, but the signal gradually dissipated and became undetectable over time (Fig. 4c). In contrast, PTT-treated mice not only exhibited nanoparticle localization within the tumor but also in both bilateral axillary lymph nodes, with marked visibility on day 3. By day 7 post-injection, the particles were also detectable within the spleen (Fig. 4d), indicating the possibility of inducing memory immune responses. This immune reaction was further demonstrated by the ex vivo analysis of excised axillary lymph nodes (Additional file1: Fig. S7).

Discussion

Our work introduces a new real-time dynamic feedback method for the research and development of functional therapeutics for breast cancer, which could help shorten the clinical development cycle. However, practical applications are still limited by penetration depth, and the research is still primarily focused on animal models. Further studies are required to evaluate its long-term safety and in vivo metabolism in humans. Additionally, advancements in infrared imaging and endoscopy technology are needed to enhance the impact of this approach on the development of functional therapeutics for clinical breast cancer treatment.

Conclusion

In conclusion, we have developed a versatile nanoplatform utilizing Ag2S QDs loaded with antigen and adjuvant for synergistic photothermal and immunotherapy. Owing to the unique optical properties of silver sulfide quantum dots, they effectively balance photothermal and fluorescence stabilization functions. This makes them well-suited for long-term, real-time dynamic monitoring of in vivo biodistribution of photothermal immunofunctional therapeutics and other innovative agents. This system demonstrates remarkable in vivo tracking capabilities for over 7 days through NIR-II fluorescence imaging, even after continuous exposure to irradiation exceeding 10 min. Upon exposure to an 808 nm laser, the antitumor efficacy of our nanoplatform was validated both in vitro and in vivo, highlighting its significant potential for diagnostic and therapeutic applications. This platform involves wrapping immune antigens and loading immune adjuvants to enhance immune responses after photothermal immunotherapy. The development of this nanoplatform system holds promise for accurate treatment and post-treatment feedback of photothermal immunotherapy for malignant tumors, offering a new avenue for visualizing the in vivo distribution and trafficking of functional therapeutics.

Methods

Materials

Silver nitrate, sodium sulfide, sodium hydroxide, ovalbumin (OVA, molecular weight 44,287), Cell Counting Kit-8 (CCK-8), and imiquimod (R837) were purchased from Sigma-Aldrich. Fetal bovine serum (FBS), Roswell Park Memorial Institute (RPMI) 1640 medium, 0.25% trypsin–EDTA solution, as well as penicillin and streptomycin antibiotics were obtained from Gibco. Fluorescent dyes calcein AM and propidium iodide were supplied by Thermo Fisher Scientific.

Cell culture and experiments

In this study, 4T1 cells were used as a breast cancer model. The cells were cultured in RPMI-1640 medium supplemented with 10% FBS and 1% penicillin–streptomycin and maintained at 37 °C in a humidified incubator with 5% CO2.

For the cytotoxicity assays, cells were incubated with Ag2S quantum dots (QDs) for 24 h at various silver (Ag) concentrations as specified in the text. Subsequently, the cells were rinsed to eliminate any unbound particles in the solution. Thereafter, 200 µL of cell medium containing 10% Cell Counting Kit-8 (CCK-8) solution was added to each well for a 2–3 h incubation period prior to absorbance measurement. Cell viability was then calculated using the following formula: Cell viability = (Vtest − Vblank)/(VPBS − Vblank), where “V” represents the absorbance values obtained from the microplate reader.

For cytotoxicity assays, 4T1 cells were incubated with Ag2S quantum dots (QDs) for 24 h at different silver (Ag) concentrations, as described in the text. After incubation, cells were washed to remove any unbound particles. Then, 200 μL of culture medium containing 10% CCK-8 solution was added to each well and incubated for 2–3 h before measuring absorbance. Cell viability was calculated using the following formula: Cell viability = (Vtest − Vblank)/(VPBS − Vblank), where “V” represents the absorbance values obtained from the microplate reader.

For fluorescence imaging, cells were treated with either PBS as a control or with Ag2S QDs at a concentration of 2 mM Ag, followed by irradiation with an 808 nm laser at a power density of 1.0 W/cm2 for 10 min. After irradiation, the cells were washed and stained with calcein AM and propidium iodide (PI) for 30 min to facilitate imaging.

Synthesis of Ag2S@OVA-R837

To synthesize Ag2S@OVA nanoparticles, silver nitrate (AgNO3, 20 mM) was added to an ovalbumin (OVA) solution (250 mg in 9 mL water) under continuous stirring. Sodium sulfide (Na2S, 0.1 M) was then added gradually to the mixture, which was stirred overnight at 55 °C to facilitate the formation of Ag2S@OVA nanoparticles. The resulting suspension was dialyzed for 24 h using a 100 kDa cut-off membrane in a buffer solution.

To load the immunostimulant imiquimod (R837) onto the nanoparticles, R837 (0.5 mg in 1 mL methanol) was added to the Ag2S@OVA solution. The mixture was stirred overnight in an open vial to allow evaporation of any residual methanol. The final product was dialyzed with a 10-kDa cut-off membrane to remove unbound R837 and subsequently freeze-dried. The loading efficiency of R837 was quantified using UV absorption at 325 nm.

Characterization and photothermal evaluation of Ag2S QDs

Transmission electron microscopy (TEM) was used to characterize Ag2S QDs using a JEM-2100 electron microscope (JEOL Ltd., Japan). X-ray photoelectron spectroscopy (XPS) analysis was performed with an AXIS SUPRA spectrometer (Shimadzu, Japan). The UV–Visible absorption spectrum was measured using a TU-1810 spectrophotometer (Puxitongyong, Beijing). Thermal measurements were conducted using an LE-LS-808 laser system (Feichuang, Shenzhen) with 808 nm laser irradiation, and temperature changes were detected using an infrared thermal detector. NIR-I (808 nm excitation) and NIR-II (emission at ~ 1100 nm) data were recorded using a Princeton Instrument (PI 2300).

In vitro cytokine secretion analysis (DC2.4)

DC2.4 cells, an immature dendritic cell line, were used to assess cytokine secretion. Cells were treated with PBS, Ag2S@OVA nanoparticles, or Ag2S@OVA-R837 nanovaccines for 24 h. Secretion levels of tumor necrosis factor-alpha (TNF-α) and interleukin-6 (IL-6) were quantified using enzyme-linked immunosorbent assay (ELISA) to evaluate immune response.

Animal model

Female BALB/c mice, aged 5–6 weeks, were obtained from Guangdong Medical Laboratory Animal Centre. A total of 1 × 105 4T1 cells suspended in 0.1 mL PBS were subcutaneously injected into the primary mammary gland in the thoracic region. When the tumor volume reached 100–200 mm3 (typically 7–10 days post-inoculation), the mice were randomly divided into four groups. Each group consisted of 12 mice for long-term survival analysis and 5 mice for serum cytokine measurement.

The treatment groups were as follows: (1) PBS (100 μL) with laser exposure (1.0 W/cm2 for 10 min), (2) Ag2S@OVA-R837 ([Ag] = 10 mM, 100 μL) with laser exposure (1.0 W/cm2 for 10 min), (3) Ag2S@OVA ([Ag] = 2 mM, 100 μL) with laser exposure (1.0 W/cm2 for 10 min), and (4) Ag2S@OVA-R837 ([Ag] = 2 mM, 100 μL) without laser treatment.

Serum cytokine levels were measured in 5 mice from each group at 1, 3, and 7 days post-treatment using ELISA. During the experiments, anesthesia was administered using isoflurane, and euthanasia was performed by cervical dislocation.

NIR-II in vivo tracking

NIR-II in vivo tracking was conducted using a non-invasive fluorescence imaging system equipped with an indium gallium arsenide (InGaAs) camera. Ag2S QDs were injected via the tail vein of healthy mice and monitored for 3 days to evaluate in vivo stability and metabolic pathways.

Furthermore, Ag2S@OVA-R837 was injected into a 4T1 tumor-bearing mouse model to investigate the in vivo biodistribution. The comparison was made between mice that received no laser treatment and those that underwent laser irradiation (1.0 W/cm2 for 10 min) at 1, 3, and 7 days post-injection.

To assess biodistribution, Ag2S@OVA-R837 was injected into tumor-bearing mice, and comparisons were made between those with and without laser irradiation (1.0 W/cm2 for 10 min) at 1, 3, and 7 days post-injection.

Data availability

No datasets were generated or analysed during the current study.

Abbreviations

OVA:

Ovalbumin

PTT:

Photothermal therapy

SWNTs:

Single-walled carbon nanotubes

GNRs:

Gold nanorods

MRI:

Magnetic resonance imaging

CT:

Computed tomography

QDs:

Quantum dots

NIR:

Near-infrared

TEM:

Transmission electron microscopy

XPS:

X-ray photoelectron spectroscopy

DLS:

Dynamic light scattering

PBS:

Phosphate-buffered saline

CCK- 8:

Cell counting kit-8

PI:

Propidium iodide

DCs:

Dendritic cells

APCs:

Antigen-presenting cells

IL- 6:

Interleukin 6

TNF-alpha:

Tumor necrosis factor alpha

ELISA:

Enzyme-linked immunosorbent assay

InGaAs:

Indium gallium arsenide

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Acknowledgements

J.W. is sincerely thankful for the financial assistance provided by the Innovation Project of the Graduate School of South China Normal University. Our appreciation extends to the University of Central Oklahoma (Zhou Benqin) and Sun Yat-sen University for their support with the cell experiments. We are also grateful to Ghent University for their valuable suggestions and language revisions and to South China University of Technology (Wu Xiao) and Fudan University (Zhao Mengyao) for their support with NIR-II in vivo tracking.

Funding

We would like to express our gratitude to the financial support received from the Guangdong Basic and Applied Basic Research Foundation (Grant No. 2022 A1515110348), Guangdong Natural Science Foundation (2022 A1515011420), the China Postdoctoral Science Foundation (Grant No. 2022M711223), and the National Natural Science Foundation of China (Grant No. 61575067, 12322406 and 52102043).

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Authors

Contributions

JLW completed the entirety of the experimental work, encompassing material synthesis, cell culture, in vivo imaging experiments, and the preparation of the initial draft manuscript. ZLH and MW provided support for the immunological experiments. YBW and XFJ contributed material and technical support for imaging. YHJ provided the Biotechnology Training support. KB and LW assisted with part of the manuscript review and editing process. YFX, ZLT, and XZX, as corresponding authors, provided guidance, supervision, and additional support in writing and editing the manuscript. All authors read and approved the final manuscript.

Corresponding authors

Correspondence to Jielin Wang, Yunfei Xia, Zhilie Tang or Xiaozhi Xu.

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This article contains experiments with animals that were approved by the Ethics Committee from South China Normal University (1129093).

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Not applicable.

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The authors declare no competing interests.

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Supplementary Information

12915_2025_2215_MOESM1_ESM.docx

Additional file 1: Figures S1-S8. FigS1- The XPS spectrum revealing peak for S at approximately 162.2 eV. FigS2- UV-vis absorption spectrum of Ag2S@OVA. FigS3- Four thermal cycling profiles at different concentrations of Ag2S QDs. FigS4- Results of the hemolysis assay. FigS5- Monitoring the highest temperature of different groups. FigS6- Fluorescence emission spectrum upon excitation at 808 nm. FigS7- The ex vivo analysis of excised axillary lymph nodes. FigS8- The diagram illustrating the treatment process of Ag2S@OVA-R837 in vivo

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Wang, J., Huang, Z., Wu, Y. et al. Long-term in vivo immune tracking nanoplatform based on Ag2S quantum dots for the photothermal immunotherapy of breast cancer. BMC Biol 23, 111 (2025). https://doiorg.publicaciones.saludcastillayleon.es/10.1186/s12915-025-02215-w

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