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Supplementary Information Supplementary materials and methods Materials. Tetramethylrhodamine-5-isothiocyanate (TRITC) and black hole quencher (BHQ-1) were obtained from Life Technologies (Carlsbad, CA, USA) and Biosearch Technologies (Novato, CA, USA), respectively. Cell counting kit-8 (CCK-8) was from Dojindo Laboratories (Kumamoto, Japan). Millicell hanging culture inserts (pore size: 8 μm) were obtained from Merck Millipore (Darmstadt, Germany). Matrigel basement membrane matrix and biocoat matrigel invasion chamber were purchased from BD Biosciences (San Jose, CA, USA). Paraformaldehyde (4%) and crystal violet were from Solarbio (Beijing, China). Rabbit polyclonal antibodies against focal adhesion kinase (FAK), phosphorylated FAK (p-FAK, phospho-Y397), extracellular signal regulated kinases (ERK1/2), phosphorylated ERK1/2 (p-ERK, phospho-T202/Y204), phosphoinositide 3-kinase (PI3K) p85/p55, phosphorylated PI3K (p-PI3K, phospho-Y467/Y199), protein kinase B (Akt), phosphorylated Akt (p-Akt, phospho-S473) , membrane type 1 matrix metalloproteinase (MT1-MMP), cortactin and GAPDH were obtained from Bioworld Technology (St. Louis Park, MN, USA). Anti-CD31 rabbit polyclonal antibody was from Abcam (Cambridge, UK). Horseradish peroxidase (HRP) conjugated goat anti-rabbit IgG and mouse monoclonal antibody against proliferating cell nuclear antigen (PCNA) were from Santa Cruz Biotechnology (Dallas, TX, USA). Doxorubicin was from Huafeng United Technology (Beijing, China). Evaluation of the drug loading and release profiles of DEAP-C16Y-Dox. 1 Doxorubicin (Dox; 0.1-1.0 mg) together with DEAP-16Y or a fragment of human serum albumin conjugated with DEAP (DEAP-HSAF; 1.0 mg) were dissolved in 10 μL DMSO followed by dilution to 1 mL of PBS (pH 7.4) under ultrasonication (600 W) for 2 min. After incubation at the room temperature for 2 h, the supernatant was collected and lyophilized. The lyophilized materials were dissolved in DMSO and examined using UV-Vis spectrophotometry (LAMBDA650, PerkinElmer, USA). The encapsulation efficiency was calculated using the formula: (mass of drug encapsulated/mass of drug added)×100%. The drug loading ratio was derived from the formula: [mass of drug encapsulated/(mass of peptide + mass of drug encapsulated)] ×100%. The Dox release profile from DEAP-C16Y-Dox was measured using dialysis. Briefly, DEAP-C16Y-Dox solution was injected into dialysis cartridges with a molecular weight cutoff value of 2000, followed by dialysis against 10 mL of PBS at different pHs. The concentration of Dox remaining in the dialysis cartridge at different time points was measured by UV-Vis spectrophotometry. 2 DEAP-C16Y-Dox DEAP-HSAF-Dox Dox: Peptide (mass ratio) 1: 10 3: 10 1: 2 4: 5 1: 1 Encapsulation efficiency (%) 56.1 44.0 44.6 26.9 21.6 Drug loading ratio (%) 5.31 11.7 18.2 17.7 17.8 Encapsulation efficiency (%) 55.7 47.3 43.0 26.6 21.0 Drug loading ratio (%) 5.28 12.4 17.7 17.6 17.4 Supplementary Table S1. Encapsulation and loading efficiency of doxorubicin (Dox) in DEAP-C16Y-Dox or DEAP-HSAF-Dox assemblies 3 Supplementary Figure S1. Characterization of the DEAP-C16Y self-assembling nanoprobe. (A) TEM images of the DEAP-C16Y self-assembling nanoprobe at different pHs in PBS. A mixture of TRITC and BHQ-1 in PBS (pH=7.4) was also examined. Scale bars, 100 nm. (B) Fluorescence intensity of the DEAP-C16Y self-assembling nanoprobe at different pHs in PBS. A mixture of TRITC and BHQ-1 (molar ratio, 1:1) in PBS (pH=6.5) was used as control. (C) Fluorescence intensity of TRITC and BHQ-1 mixture at different pHs in PBS. No significant differences were observed among different pHs. 4 Supplementary Figure S2. Characterization of DEAP-HSAF self-assembling nanostructures and effect of DEAP-16Y peptide on endothelial cells and tumor cells. (A) Schematic structure of the DEAP-HSAF peptide. (B) TEM images of DEAP-HSAF nanostructures at pH 7.4 and 6.8. Loss of the nanoparticulate structure was observed at pH 6.8. Scale bars, 50 nm. (C) Representative images of the HUVEC transwell migration assay. Migrated cells were stained and captured. Scale bars, 25 μm. (D) Representative images of the HUVEC tubule formation assay. Scale bars, 50 μm. (E) Quantification of the gelatin degradation areas based on Fig. 4C. The overlap of F-actin with gelatin degraded areas per cell in each group was quantified using Image J, and normalized to that in PBS group. Eight fields in each group were utilized for quantification. **, p< 0.01 compared with the PBS group. 5 Supplementary Figure S3. Biodistribution and antitumor efficacy of DEAP-C16Y nanostructures in mice bearing MDA-MB-231 tumors. (A) The biodistribution of Cy5.5-DEAP-C16Y nanostructure in tumors and major organs 12 h after systemic injection into tumor-bearing mice. Control mice were injected with PBS. The average fluorescence intensity (FI) in each organ was quantified and normalized to the total fluorescence intensity in all organs (right panel). (B) Growth of MDA-MB-231 tumors. Tumor-bearing mice were intravenously injected with PBS, DEAP-HSAF nanostructures, C16Y or DEAP-C16Y nanostructures with the peptide concentration of 6.5 μmol/kg for indicated period. Tumor volume was calculated every other day. (C) Weight of above MDA-MB-231 tumors on day 27 when mice were sacrificed. (D) Microvessel density in MDA-MB-231 tumors. MDA-MB-231 tumors were sectioned and stained with CD31 antibody for blood vessels. Tumor sections were captured by light microscopy (magnification: 200×). Scale bars, 25 μm. The average number of microvessels per field was quantified in (E). **, p< 0.01. 6 Supplementary Figure S4. Evaluation of the toxicity of DEAP-C16Y nanostructures. (A) H&E staining of major tissues. BALB/c mice (female, 8 weeks) were treated by C16Y (6.5 μmol/kg each day) or DEAP-C16Y nanostructures (6.5 μmol/kg every other day) for 14 days (five mice for each treatment). Sections of major organs were analyzed by H&E staining. Tissues from normal BALB/c mice served as control. Scale bars, 25 μm. (B) The body weight of mice during the treatment period. 7 Supplementary Figure S5. Combination therapy of DEAP-C16Y and Dox. (A) TEM images of DEAP-HSAF-Dox and DEAP-C16Y-Dox in PBS at pH 7.4 or 6.8. Scale bars, 200 nm. (B) The release profiles of Dox from DEAP-C16Y-Dox nanostructures at different pHs. (C) Staining of lung sections from mice in Fig. 6A by H&E or PCNA. T indicates metastatic foci. Scale bars, 200 μm. (D) The lung weight of 4T1-bearing mice on day 27. **, p<0.01 compared with the DEAP-HSAF group. 8