Emerging Perspectives on How Metallic Nanoparticles and Their Oxide Forms Interact with the Tumor Microenvironment
Abstract
1. Introduction
2. Cancer and the Tumor Microenvironment

2.1. Cancer-Associated Fibroblast (CAFs)
2.2. Tumor-Associated Macrophages (TAMs)
2.3. Immune Cells of the TME
3. Nanotechnology in Cancer Treatment
4. Nanotechnology and the TME
4.1. mNPs and CAFs
4.1.1. Gadolinium (Gd) mNPs and CAFs
4.1.2. Gold (Au) mNPs and CAFs
4.1.3. Silver (Ag) and Core–Shell Au@Ag mNPs and CAFs
4.1.4. Multicomponent mNPs and CAFs
4.1.5. Metal–Organic Frameworks (MOFs) NPs and CAFs
4.1.6. IONPs and CAFs
4.1.7. Summary and Reflections About mNPs and CAFs
| NPs | Cancer Type | Cell Culture | Animal Model | Pathway / Mechanism | Effects | Ref. |
|---|---|---|---|---|---|---|
| Gd@C82(OH)22 NPs | Human pancreatic, fibrosarcoma and primary lung CAFs | 2D of primary cells (human) in all cases | Heterotopic | TNFR2/p38 MAPK | Increase the synthesis of collagen types I and III | [104] |
| AuNPs (15 nm) | Colorectal cancer | 2D of SW620 cancer cells (human) | Heterotopic | Akt | Decrease in collagen I, CAF density and stromal factors in vivo. Increase the drug-uptake (cisplatin) | [105] |
| AuNPs (20 nm) | Pancreatic cancer | 2D of primary CAFs (human) and CAF-19 cells (human) | N.A. | Lipogenesis-related genes | Lipid accumulation in CAFs, transforming them to a quiescent state | [107] |
| AuNPs (3 nm to 80 nm) | Oral squamous cell carcinoma | 2D of primary CAFs (human) | Heterotopic | Reduction in expression of critical proteins and interleukins | Delay in tumor growth by co-inoculation of CAFs and cancer cells | [108] |
| AuNPs-PEG-RGD | Cervical cancer | 2D of Hs.895.T CAFs (human), Hs.895.Sk fibroblast (human) and HeLa cancer cells (human) | N.A. | N.A. | No effects over CAFs | [110] |
| AuNPs-PEG-RGD | Pancreatic cancer | 2D of CAF-98 cells (human), primary NPF-98 cells (human) and MIA-PaCa-2 and PANC-1cancer cells (both human) | Heterotopic | N.A. | Higher retention in CAFs in cell culture and within tumor in vivo | [112] |
| AuNPs-PEG-RGD | Pancreatic cancer | 3D of CAF-98 cells (human) and MIA-PaCa-2 cancer cells (human) | N.A. | N.A. | No effects due to presence of CAFs | [115] |
| AuNPs (8 nm), AgNPs and Au@Ag NPs (11 nm) | Breast cancer | Co-culture of primary CAFs (human), NIH/3T3 fibroblasts (murine) and 4T1 cancer cells (murine) and human MCF-7 cancer cells (human) | Orthotopic | N.A. | CAFs exposed to NPs or the resulting conditioned media mitigated cancer cell migration | [116] |
| GIONFs | Desmoplastic cholangiocarcinoma | 2D and Co-culture of hTERT-HSC cells (human), RAW264.7 TAM cells (murine) and EGI-1 cancer cells (human) | Heterotopic | N.A. | Reduction in tumor stiffness and complete tumor regression | [118] |
| HA-modified MIL-100 NPs (150 nm) | Colorectal cancer and liver metastasis | 2D cultures of CT-26 cancer cells (murine) and NIH3T3 fibroblast cells (murine), where NIH3T3 cells were treated to generate CAFs | Heterotopic | N.A. | Decrease in cell viability in vitro and a reduction in tumor volume in vivo, accompanied by decreased fibronectin levels in the TME. | [119] |
| Gastrin-Fe3O4 NPs (43 nm) | Pancreatic cancer | 2D cultures human patient derived CAFs | N.A. | N.A. | No effects. | [121] |
4.2. mNPs and TAMs
4.2.1. Au mNPs and TAMs
4.2.2. Ag mNPs and TAMs
4.2.3. Multicomponent mNPs and TAMs
4.2.4. MOFs NPs and TAMs
4.2.5. IONPs and TAMs
4.2.6. Other mNPs and TAMs
4.2.7. Summary and Reflections About mNPs and TAMs
| NPs | Cancer Type | Cell Culture | Animal Model | Pathway / Mechanism | Effects | Ref. |
|---|---|---|---|---|---|---|
| Human Serum Albumin (HSA)−Au(III) thiosemicarbazone NPs | Gastric cancer | 2D of RAW264.7 TAM cells (murine) and MGC-803 cancer cells (human) | Heterotopic | NF-κB, iNOS, MsR2, STAT3, p-STAT3 and PD-1 | Remarkable tumor accumulation and potent antitumor effects | [122] |
| AuNPs conjugated with 5-fluorouracil (16 nm) | Colorectal cancer and peritoneal metastasis | 2D of RAW264.7 TAM cells (murine) and CT26 cancer cells (murine) | Heterotopic and a model of metastasis | N.A. | Following intraperitoneal administration of NPs, noticeable increase in TAMs (polarized to M1 phenotype) and CD3+ T lymphocyte and high uptake of NPs by TAMs, in the metastatic model | [123] |
| Furin-responsive aggregated AuNPs loaded with doxorubicin and hydroxychloroquine (in the range 40–50 nm) | Breast cancer | 2D of RAW264.7 TAM cells (murine), primary BMDM cells (murine) and MCF-7 cancer cells (human) | Heterotopic | TNF-α, IL-6 and IL-10 | Polarization of TAMs and tumor growth delay | [124] |
| Polyaniline-based glyco-coated AuNPs (18–32 nm) | Lung cancer | 2D of RAW264.7 TAM cells (murine), 3T3-L1 cells (murine) and MRC-5 cells (human) | Heterotopic and orthotopic | Cell culture: NF-κB, iNOS, STAT6 and ARG1. Different pattern of interleukins secretion | Polarization of TAMs in cell culture and in vivo; tumor growth delay. Increase in CD8+ T cells and DC within the tumor and a reduction in Tregs | [125] |
| AuNPs (62 nm) | Prostate cancer | 2D and Co-culture of THP-1 cancer cells (human), LNCaP cancer cells (human) and PC3 cancer cells (human) | Orthotopic | IL-10, TGF-β, ARG1, IL-6, TNF-α, iNOS, CD163, LC3-II, GAPDH, SQSTM1, GAPDH. ATG5, ATG7, ATG12 and BECN1 | Polarization of TAMs | [126] |
| Aptamer targeting PD-L1 functionalized PEG-AgNPs (60–140 nm) | Breast cancer | 2D cultures of MDA-MB-231 cancer cells (human), MCF-7 cancer cells (human), 4T1 cancer cells (murine), and RAW 264.7 TAMs cells (murine). | Orthotopic | iNOS | Decrease in Ki67-positive proliferating cells and increased iNOS expression within tumor tissue. | [128] |
| Au-manganese oxide NPs | Fibrosarcoma | 2D of primary murine TAMs | Heterotopic (to obtain TAMs) | O2−, NO, ROS and HIF-1α Different pattern of interleukins secretion | Polarization of TAMs | [129] |
| antiPD-L1-IONPs@PLGA@Au (>300 nm) | Melanoma | 2D and Co-culture of BMDM (murine), Human Umbilical Vein Endothelial Cells and B16F10 cancer cells (murine) | Orthotopic | Increased in ROS levels | Application of radiotherapy, lead to polarization of TAMs. Increase in CD4+ and CD8+ T cells within the tumor. Tumor growth delay | [130] |
| Iron-containing metal–organic framework (MOF) NPs loaded with erastin | Pancreatic cancer | 3D of RAW264.7 TAM cells (murine), NIH3T3 cells (murine) and KPC1199 cancer cells (murine) | Heterotopic | Antitumoral effect by composition and polarization of TAMs by different ways | The polarization of TAMs transforms CAFs to a quiescent state, both of which lead to delayed tumor growth in vivo | [131] |
| ZIF-8 MOFs functionalized with tannic acid (220 nm) | Hepatic cancer | 2D cultures of HepG2 cancer cells (human). | Heterotopic | N.A. | No effect. | [132] |
| F-IONPs | Glioblastoma | 2D of RAW264.7 TAM cells (murine), CCD-986sk cells (human) and u87 cancer cells (human) | Heterotopic | N.A. | Delineation of tumor margins | [134] |
| Hyaluronic acid-modified doxorubicin IONPs (>200nm) | Breast cancer | 2D of RAW264.7 TAM cells (murine) and 4T1 cancer cells (murine) | Orthotopic | N.A. | Higher uptake efficiency and cytotoxic in cell culture. Both antitumor and anti-metastatic effects in vivo | [135] |
| Arginine-loaded hollow IONPs (>200 nm) | Breast cancer | 2D and Co-culture of RAW264.7 TAM cells (murine) and 4T1 cancer cells (murine) | Heterotopic | Cell culture: TNF-α, iNOS and NO. In vivo: TNF-α and NO | Treated TAMs impact cancer cell viability both in cell culture and in vivo. In vivo, there is an increase in CD4+ and CD8+ T cells within the tumor and a reduction in Tregs | [136] |
| IONPs encapsulated with an inhibitor of CSF-1 in liposomes functionalized with TAT | Colorectal cancer | 2D of BMDM (murine) and CT26 cancer cells (murine) | Heterotopic | CD86, CD206, iNOS, TNF-α and ARG1 | Polarization of TAMs. Tumor growth delay | [137] |
| Polyaniline-coated IONPs (38 nm) | Breast cancer | 2D and 3D of fibroblast (hMF) (human), primary monocytes (human) and MCF-7 cancer cells (human) | N.A. | CD86 | Polarization of TAMs | [138] |
| IONPs coated with a catechol ligand and functionalized with HA | Breast cancer | 2D of RAW264.7 TAM cells (murine) and 4T1 cancer cells (murine) | Orthotopic | Cell culture: CXCL11, CD68, CD80, iNOS, IL-1β and TNF-α | Polarization of TAMs. Tumor growth delay | [139] |
| Enzyme-responsive mannose-grafted IONPs | Breast cancer and hepatic cancer | 2D of J774A TAM cells (murine), NIH/3T3 fibroblasts (murine), MCF-7 cancer cells (human) and HepG2 cancer cells (human) | N.A. | IL-6 and ARG1 | Keep the M1 phenotype at low dose. At high dose, keep the M2 phenotype | [140] |
| nanodisc-shaped IONPs | Head and neck squamous carcinoma | 2D of RAW264.7 TAM cells (murine) and SCC7 cancer cells (murine) | Heterotopic | CD86, CD206, TNF-α, IL-1β, ARG1 and IL-4. | Polarization of TAMs in cell culture. Tumor growth delay in vivo. | [142] |
| PEGylated IONPs | Murine and human osteosarcoma | N.A. | Orthotopic | N.A. | Polarization of TAMs (induced by anti-CD47 rather than by IONPs) | [143] |
| Macrophages exposed to IONPs, AONPs, ZnONPs (≈30 nm) | Melanoma | 2D and Co-culture of RAW264.7 TAM cells (murine), BMDCs (murine), 4T1 cancer cells (murine), CT26 cancer cells (murine) and B16F10-OVA cancer cells (murine) | Orthotopic | CD86 and iNOS. | Polarization of TAMs. Tumor growth delay | [144] |
| DEG–Fe3O4 NPs (8 nm) DEG–Fe3O4 NPs encapsulated inside exosomes (120 nm) | Breast cancer and Colorectal cancer | 2D cultures of 4T1 cancer cells (murine), CT26 cells (murine) and RAW 264.7 TAMs cells (murine). | Orthotopic and Heterotopic | N.A. | No effects. | [145] |
| Bone-targeting immunostimulatory metal–organic framework (BT-isMOF) NPs functionalized with zoledronic acid (ZOL) and CpG oligonucleotides | Breast cancer (Bone metastasis in vivo) | 2D of RAW264.7 TAM cells (murine), BMDM cells (murine) and MDA-MB-231 cancer cells (human) | Orthotopic (Metastatic model) | N.A. | Polarization of TAMs. Decrease in bone metastatic osteolysis and reduction in tumor growth and progression | [146] |
| Chromium nanoparticles (Cr NPs) and siYTHDF1 were loaded onto chitosan, coated with carboxymethyl mannose, and functionalized with DSPE-modified RGD. | Hepatic cancer | 2D of RAW264.7 TAM cells (murine), BMDM cells (murine), THP-1 cancer cells (human) and Hepa1–6 cancer cells (murine) | Heterotopic | NOS2, TNF-α, IL-1β, IL-12, ARG1, IL10, TGF-β, STAT3 and STAT1. | Polarization of TAMs. Tumor growth delay. Increase in CD4+ and CD8+ T cells within tumors | [147] |
4.3. mNPs and Other Non-Malignant Cells of the TME
4.4. Alternative Effects of mNP on the TME
4.4.1. AuNPs and the TME
4.4.2. AgNPs and the TME
4.4.3. IONPs and the TME
4.4.4. Manganese (Mn) mNPs the TME
4.4.5. Other mNPs and the TME
4.4.6. Multicomponent mNPs and the TME
4.4.7. Summary and Reflections About Direct and Indirect Effects of mNP on the TME
| NPs | Cancer Type | Cell Culture | Animal Model | Pathway / Mechanism | Effects | Ref. |
|---|---|---|---|---|---|---|
| PLGA microspheres co-encapsulated with hollow gold nanoshells | Melanoma and lymphoma | 2D of splenic lymphocytes (murine), B16F10 cancer cells (murine) and EG7-OVA cancer cells (murine) | Orthotopic and Heterotopic | N.A. | Tumor growth delay in the primary and metastatic mass by NPs and phototherapy leading to activation of DC and T cells | [152] |
| Glycoadjuvant AuNPs | Melanoma | 2D of BMDC (murine) and B16-OVA cancer cells (murine) | Orthotopic | Cell culture: MHC II and CD86. In vivo: IFN-γ and TNF-α | Tumor growth delay and inhibition of metastasis. Polarization of TAMs toward a M1 phenotype. Increased CD8+ T cells. Decreased T reg cells. Decreased MDSCs. | [153] |
| Zwitterion-functionalized dendrimer-entrapped AuNPs loaded with CpG | Breast cancer | 2D and Co-culture of BMDCs (murine) and 4T1 cancer cells (murine) | N.A. | N.A. | Maturation of BMDCs and activation of DC. Anti tumoral effect | [154] |
| β-D-Glucose-reduced AgNPs | Breast cancer | N.A. | Heterotopic | TNF-α, IFN-γ, IL-6, IL-2, IL-4 and IL-10 | Tumor growth delay. Increased levels of CD8+ cells, memory T cells and innate effector T cells. Decreased levels of CD4+ cells and Treg | [155] |
| AgNPs (5 nm and 50 nm) coated with PVP or citrate | Renal carcinoma | N.A. | Heterotopic | N.A. | Tumor growth delay. Increased levels of CD8+ cells | [156] |
| IONPs functionalized with PDA, subsequently with RGD and AA; with GOx physically absorbed | Colorectal Cancer | Co-culture of BMDCs (murine) and CT26 cancer cells (murine) | Heterotopic | Ferroptosis of cancer cells induced BMDCs maturation in cell culture | BMDCs maturation in cell culture. Tumor growth delay | [157] |
| MnO2 + Irom atoms (Fe3+) + Doxorubicin; encapsulated within PEG-polyphenols | Melanoma | 2D and Co-culture of BMDCs (murine) and B16–F10 cancer cells (murine) | Orthotopic | CD11c, CD80, CD86, IL-6 and TNF-α | Tumor growth delay and metastatic control | [158] |
| Mn molybdate nanodots | Colorectal, melanoma and breast cancer | Co-culture of BMDCs (murine), CT26 cancer cells (murine) B16F10 cancer cells (murine), and 4T1 cancer cells (murine) | Heterotopic and Orthotopic | N.A. | DCs maturation, TAM polarization toward the M1 phenotype, increased CD8+ T cells. Decreased Tregs and MDSCs, Tumor growth delay | [159] |
| MnO2 NPs | Breast cancer | N.A. | Heterotopic | CCL3 and TNF-α | Recruitment of neutrophils and their subsequent polarization. Increased CD8+ T cells. Tumor growth delay | [160] |
| Mineralized MOF, encapsulating Perforin and Granzyme B, coupled with a lysosome-targeting aptamer (CD63-aptamer) | Breast cancer | 2D of T cells (murine) and 4T1 cancer cells (murine) | Orthotopic | Novel ATVs to improve NPs drug targeting and increase cancer cell specificity | Increasing cancer cell death in cell culture. Tumor growth delay and higher recruitment of CD8+ T cells | [161] |
| MOFs loaded with GOx and an indoleamine 2,3-dioxygenase inhibitor (1-methyltryptophan) | Melanoma and breast cancer | N.A. | Orthotopic | N.A. | Increased the number of CD8+ T cell, matured DC, B cells and NK cells and decreased Treg | [162] |
| MOFs functionalized with bovine serum albumin (BSA) and folic acid (FA), and loaded with triptolide (TPL), Fe3+ and tannic acid (TA) | Melanoma | N.A. | Orthotopic | N.A. | Increased matured DC; CD8+ and CD4+ cells | [163] |
| TiO2 NPs functionalized with a Ruthenium complex, followed by conjugation with siRNA | Head and neck squamous cell carcinoma | 2D of PBMCs (human) and HN6 cancer cells (human) | Heterotopic (patient derived cells) and Orthotopic (induced model) | IFN-γ | Tumor growth delay | [164] |
| anti-PD-L1- magnetic gold nanohut | Hepatocellular carcinoma | 2D of Hep55.1c cancer cells (murine) | Orthotopic | N.A. | Direct treatment with NPs and remodeling of the TME in vivo | [165] |
| ACNVax | Breast cancer | N.A. | Heterotopic | BCL-6, IFN-γ, TNF-α, CXCR4, CXCR5, CCR7, L-selectin, CD11a, VLA-4, IL-21, CCL19, CCL21a, CXCL13 and CCL2 | Tumor growth delay. Increased of B cells, CD4+ T cells, CD8+ T cells and memory T cells | [167] |
5. Conclusions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| ATVs | Adoptive T cell Vectors |
| AMF | Alternating Magnetic Field |
| AA | Anisamide |
| ARG1 | Arginase 1 |
| RGD | Arginylglycylaspartic acid |
| α-SMA | α-Smooth Muscle Actin |
| BCL-6 | B-Cell Lymphoma 6 |
| BMDCs | Bone Marrow-Derived Dendritic Cells |
| BMDMs | Bone Marrow-Derived Macrophages |
| BSA | Bovine Serum Albumin |
| Man-COOH | Carboxymethyl Mannose |
| CAFs | Cancer-Associated Fibroblasts |
| CCR7 | CC-chemokine receptor 7 |
| CXCR4 | Chemokine Receptor Type 4 |
| CXCR5 | Chemokine Receptor Type 5 |
| CCL2 | Chemotactic Factors CC motif Chemokine Ligand 2 |
| CCL19 | Chemotactic Factors CC motif Chemokine Ligand 19 |
| CCL21a | Chemotactic Factors CC motif Chemokine Ligand 21a |
| CTS | Chitosan |
| CSF-1 | Colony-Stimulating Factor 1 |
| CT | Computed Tomography |
| CTGF | Connective Tissue Growth Factor |
| CA | Contrast Agents |
| CXCL11 | C-X-C motif Chemokine Ligand 11 |
| CXCL13 | C-X-C motif Chemokine Ligand 13 |
| CTLs | Cytotoxic T Lymphocytes |
| DAMPs | Damage-Associated Molecular Patterns |
| DCs | Dendritic Cells |
| DEG | Diethylene glycol |
| DALYs | Disability-Adjusted Life Years |
| DOX | Doxorubicin |
| EPR | Enhanced Permeability and Retention |
| EMT | Epithelial-to-Mesenchymal Transition |
| ECM | Extracellular Matrix |
| FABP3 | Fatty Acid-Binding Protein 3 |
| FASN | Fatty Acid Synthase |
| FSP-1 | Fibroblast-Specific Protein-1 |
| FA | Folic Acid |
| Gd | Gadolinium |
| GOx | Glucose Oxidase |
| GSH | Glutathione |
| GPX4 | Glutathione Peroxidase 4 |
| Au | Gold |
| HGF | Hepatocyte Growth Factor |
| HSA | Human Serum Albumin |
| HA | Hyaluronic Acid |
| HIF-1α | Hypoxia-Inducible Factor-1 alpha |
| ICIs | Immune Checkpoint Inhibitors |
| ICD | Immunogenic Cell Death |
| iNOS | Inducible Nitric Oxide Synthase |
| ICP-MS | Inductively Coupled Plasma Mass Spectrometry |
| IFN-γ | Interferon-Gamma |
| IP-10 | Interferon-Gamma-Induced Protein 10 |
| IL-1β | Interleukin-1β |
| IL-6 | Interleukin-6 |
| IL-8 | Interleukin-8 |
| IL-10 | Interleukin-10 |
| IL-12 | Interleukin-12 |
| IL-13 | Interleukin-13 |
| IONPs | Iron Oxide Nanoparticles |
| LPS | Lipopolysaccharide |
| MRI | Magnetic Resonance Imaging |
| MHC II | Major Histocompatibility Complex Class II |
| mRNA | Messenger RNA |
| mNPs | Metallic Nanoparticles |
| MOFs | Metal–Organic Frameworks |
| MAPK | Mitogen-Activated Protein Kinase |
| MCNPs | Multicomponent Nanoparticles |
| MDSCs | Myeloid-Derived Suppressor Cells |
| MsR2 | Myosuppressin Receptor 2 |
| NK | Natural Killer cells |
| NIR | Near-Infrared |
| NO | Nitric Oxide |
| NF-κB | Nuclear Factor κ-light-chain enhancer of activated B cells |
| OSCC | Oral Squamous Cell Carcinoma |
| PBMCs | Peripheral Blood Mononuclear Cells |
| p-STAT3 | Phosphorylated STAT3 |
| PDGF-αα | Platelet-Derived Growth Factor-AA |
| PDA | Polydopamine |
| PEG | Polyethylene Glycol |
| PLGA | Poly(Lactic-co-Glycolic Acid) |
| PVP | Polyvinylpyrrolidone |
| PMNs | Pre-Metastatic Niches |
| PD-1 | Programmed Cell Death Protein 1 |
| PD-L1 | Programmed Death-Ligand 1 |
| ROS | Reactive Oxygen Species |
| Tregs | Regulatory T cells |
| STAT3 | Signal Transducer and Activator of Transcription 3 |
| STAT6 | Signal Transducer and Activator of Transcription 6 |
| Ag | Silver |
| siRNA | small interfering RNA |
| SREBP2 | Sterol Regulatory Element-Binding Protein 2 |
| O2− | Superoxide |
| SPR | Surface Plasmon Resonance |
| TA | Tannic Acid |
| TGF-β1 | Transforming Growth Factor Beta-1 |
| TPL | Triptolide |
| TAs | Tumor Antigens |
| TAMs | Tumor-Associated Macrophages |
| TME | Tumor Microenvironment |
| TNFα | Tumor Necrosis Factor-alpha |
| TNFR2 | Tumor Necrosis Factor Receptor 2 |
| VEGF | Vascular Endothelial Growth Factor |
| VEGFRs | VEGF Receptors |
| ZOL | Zoledronic Acid |
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Caro, C. Emerging Perspectives on How Metallic Nanoparticles and Their Oxide Forms Interact with the Tumor Microenvironment. Processes 2026, 14, 1977. https://doi.org/10.3390/pr14121977
Caro C. Emerging Perspectives on How Metallic Nanoparticles and Their Oxide Forms Interact with the Tumor Microenvironment. Processes. 2026; 14(12):1977. https://doi.org/10.3390/pr14121977
Chicago/Turabian StyleCaro, Carlos. 2026. "Emerging Perspectives on How Metallic Nanoparticles and Their Oxide Forms Interact with the Tumor Microenvironment" Processes 14, no. 12: 1977. https://doi.org/10.3390/pr14121977
APA StyleCaro, C. (2026). Emerging Perspectives on How Metallic Nanoparticles and Their Oxide Forms Interact with the Tumor Microenvironment. Processes, 14(12), 1977. https://doi.org/10.3390/pr14121977

