SPHERICAL 3D TUMOR SPHEROID
20210207082 ยท 2021-07-08
Assignee
Inventors
Cpc classification
C12N5/0062
CHEMISTRY; METALLURGY
C12N2502/1382
CHEMISTRY; METALLURGY
G01N2800/52
PHYSICS
International classification
C12N5/00
CHEMISTRY; METALLURGY
Abstract
A spherical 3D tumor spheroid according to an aspect has an appropriate diameter, roundness and specificity so as to be suitably used in vitro, and expresses an ECM structure similar to that of in vivo tumor, and thus may be used in evaluating the efficacy of drug for treating various types of tumors.
Claims
1. A spherical 3D tumor spheroid comprising: a core part including a tumor cell group; and a peripheral part including an adipose-derived stromal cell group and an extracellular matrix component and surrounding the core part.
2. The spheroid of claim 1, wherein the tumor cell group comprises a breast cancer cell, a lung cancer cell, a fibrosarcoma cell, or a stomach cancer cell.
3. The spheroid of claim 1, wherein the tumor cell group comprises MDA-MB-231, A549, HT1080, MKN45, SK-BR-3 or MCF-7 cells.
4. The spheroid of claim 1, wherein the extracellular matrix component is a product expressed by an interaction between the tumor cell group and the adipose-derived stromal cell group.
5. The spheroid of claim 1, wherein the extracellular matrix component comprises collagen and fibronectin.
6. The spheroid of claim 1, wherein the spheroid has a diameter of 500 m to 600 m.
7. The spheroid of claim 1, wherein the spheroid has a roundness of 0.90 or greater and a sphericity of 0.90 or greater.
8. The spheroid of claim 1, wherein the spheroid is formed by co-culturing the tumor cell group and the adipose-derived stromal cell group at a cell density ratio of 7:3 to 3:7.
9. A method for evaluating efficacy of a cancer or tumor therapeutic agent comprising: treating target drugs to the spheroid of claim 1; and analyzing distributions of the target drugs in a core part of the spheroid or analyzing cell viability in the spheroid.
10. The method of claim 9, further comprising determining that one target drug has higher efficacy in cancer or tumor treatment than the other target drug, when a distribution of the one target drug in the core part of the spheroid is higher than that of the other target drug, or when the cell viability in the spheroid treated with the one target drug is lower than that in the spheroid treated with the other target drug.
11. The method of claim 9, wherein the cell viability is a viability of a tumor cell group in the core part of the spheroid.
12. A method for evaluating efficacy of a cancer or tumor therapeutic agent comprising: treating target drugs to the spheroid of claim 2; and analyzing distributions of the target drugs in a core part of the spheroid or analyzing cell viability in the spheroid.
13. A method for evaluating efficacy of a cancer or tumor therapeutic agent comprising: treating target drugs to the spheroid of claim 3; and analyzing distributions of the target drugs in a core part of the spheroid or analyzing cell viability in the spheroid.
14. A method for evaluating efficacy of a cancer or tumor therapeutic agent comprising: treating target drugs to the spheroid of claim 4; and analyzing distributions of the target drugs in a core part of the spheroid or analyzing cell viability in the spheroid.
15. A method for evaluating efficacy of a cancer or tumor therapeutic agent comprising: treating target drugs to the spheroid of claim 5; and analyzing distributions of the target drugs in a core part of the spheroid or analyzing cell viability in the spheroid.
16. A method for evaluating efficacy of a cancer or tumor therapeutic agent comprising: treating target drugs to the spheroid of claim 6; and analyzing distributions of the target drugs in a core part of the spheroid or analyzing cell viability in the spheroid.
17. A method for evaluating efficacy of a cancer or tumor therapeutic agent comprising: treating target drugs to the spheroid of claim 7; and analyzing distributions of the target drugs in a core part of the spheroid or analyzing cell viability in the spheroid.
18. A method for evaluating efficacy of a cancer or tumor therapeutic agent comprising: treating target drugs to the spheroid of claim 8; and analyzing distributions of the target drugs in a core part of the spheroid or analyzing cell viability in the spheroid.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0052] The above and other aspects, features, and advantages of certain embodiments of the disclosure will be more apparent from the following description taken in conjunction with the accompanying drawings, in which:
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DETAILED DESCRIPTION
[0075] Reference will now be made in detail to embodiments, examples of which are illustrated in the accompanying drawings, wherein like reference numerals refer to like elements throughout. In this regard, the present embodiments may have different forms and should not be construed as being limited to the descriptions set forth herein. Accordingly, the embodiments are merely described below, by referring to the figures, to explain aspects of the present description. As used herein, the term and/or includes any and all combinations of one or more of the associated listed items. Expressions such as at least one of, when preceding a list of elements, modify the entire list of elements and do not modify the individual elements of the list.
[0076] Hereinafter, the present disclosure will be described in further detail with reference to embodiments. However, the present disclosure is not limited to the disclosed embodiments.
[0077] Experimental Materials
[0078] 1. Cell Lines
[0079] Human adipose-derived stromal cells (ASC) were purchased from Cefobio (Seoul) and were maintained in ASC growth culture media (Cefobio, Seoul, Korea) supplemented with 10% FBS, 1% L-glutamine and penicillin/streptomycin. The culture media were replaced every other day.
[0080] Bone marrow stromal cells (BMSC) and Human dermal fibroblast (FIB) were purchased from the Catholic University of Korea (Seoul, Korea) and were maintained in DMEM 1 culture media (Gibco, Cat #11965092) supplemented with 10% FBS, 1% L-glutamine and penicillin/streptomycin. The culture media were replaced every other day.
[0081] MDA-MB-231 human breast cancer cell line, A529 human lung cancer cell line, HT1080 human fibrosarcoma cell line, MKN45 human stomach cancer cell line, SK-BR-3 human breast cancer cell line, and MCF-7 human breast cancer cell line were purchased from The Korean Cell Line Bank (KCLB, Seoul), and were maintained in RPMI 1640 culture media (Gibco, Cat #11875-093) supplemented with 10% FBS, 1% L-glutamine and penicillin/streptomycin. The cell lines were cultured in an incubator being under 37 C. and 5% CO2 conditions. The culture media were replaced every other day.
[0082] 2. Poly-HEMA
[0083] 120 mg/mL of a poly-hydroxyethyl methacrylate (poly-HEMA) stock solution diluted with 95% ethanol was prepared and was turned over to then apply a vortex thereto, and, in order to obtain a working solution of poly-HEMA, 1 mL poly-HEMA stock solution was added to 23 mL of 95% ethanol to then adjust a final concentration to 5 mg/mL. A new working solution was prepared whenever a new plate was prepared.
[0084] 3. Additional Information
[0085] Matrigel (Matrigel Basement Membrane Matrix, Corning, Cat #354234), anticancer drug (doxorubicin, SIGMA, #D1515), cell viability assay (Real Time-Glo MT Cell Viability Assay, Promega, Cat #G9711), and cell apoptosis/necrosis assay (Real Time-Glo Annexin V Apoptosis and Necrosis Assay, Promega, Cat #JA1011), were used. In addition, doxorubicin and 44 anticancer drugs, for drug efficacy evaluation, were supplied from Korea Chemical Bank of Korea Research Institute of Chemical Technology, and a list of the 44 kinds of anticancer drugs is shown in
[0086] Experimental Method
[0087] 1. Preparation of Non-Adsorptive Poly-HEMA Plate
[0088] 60 L of a poly-HEMA stock solution was pipetted to each well of a 96-well U-bottom plate and then evaporated in a 30 C. incubator with a lid for one week.
[0089] 2. Formation of 3D Multicellular Tumor Spheroids
[0090] In order to form 3D multicellular tumor spheroids, suspensions of various cell types were prepared in growth culture media. Stromal cells were seeded to each well of a 96-well plate pre-coated with poly-HEMA at a density of 0.510.sup.4 cells/well, and then incubated in a 5% CO.sub.2 incubator at 37 C. for 48 hours. Then, each 25 L of tumor cells MDA-MB-231, A549, HT1080, MKN45, SK-BR-3, and MCF-7 was plated on the stromal cells in each well of the plate at a density of 0.510.sup.4 cells/well. After seeding the cells, the plate was centrifuged at 1000 rpm for 2 minutes to collect cells from the center of the well. 50 L of a 10% matrigel solution diluted in the growth medium was gently added to a plate on ice to prevent matrigel from being gelled. Next, the plate containing cells and matrigel was centrifuged at 1000 rpm for 2 minutes. The plate was centrifuged at 1000 rpm for 2 minutes and then incubated in a 5% CO.sub.2 incubator at 37 C. for 48 hours.
[0091] 3. Morphological Analysis
[0092] The cells were seeded using a camera with a 5 objective lens attached to a microscope, and then images of all rotating ellipsoids were photographed for two days. All images were analyzed using software ImageJ (National Institutes of Health, Bethesda, Md., USA).
[0093] 4. Scanning Electron Microscope (SEM) Analysis
[0094] After a two-day cell culture, 3D multicellular tumor spheroids were washed with PBS three times. To fix 3D spheroids, the 3D spheroids were treated with 2.5% glutaraldehyde at 4 C. for one hour and then fixed with 1% osmium tetroxide in deionized water for two hours. The fixed 3D spheroids were dehydrated twice (each 5 minutes) with a series of graded ethanols (30%, 50%, 70%, 80%, 90%, and 100%), and then treated with hexamethyldisilazane (HMDS) for two minutes, followed by vacuum drying overnight. Prior to use of a scanning electron microscope (SEM), the 3D spheroids were transferred to an adhesive carbon tape, and then sputter-coated with gold at 10 mA for 60 seconds. SEM images were photographed at 15 kV (Inspect F50).
[0095] 5. Cell Labelling
[0096] The cells were labelled with chloromethyl fluorescein diacetate (CMFDA, molecular probe) as a cell tracker dye at room temperature for 30 minutes. To observe a distribution of co-cultured cells in 3D spheroids, before seeding on a plate, stromal cells and tumor cells were stained with a cell tracker green CMFDA dye and a cell tracker Red CMTPX dye. After forming 3D spheroids, the cells were observed using a confocal microscope (LSM700, Zeiss).
[0097] 6. Immunofluorescence Staining
[0098] Section samples for immunofluorescence staining were washed with distilled water to remove OCT compounds, and were then allowed to pass through 0.25% triton X-100 in PBS at room temperature for 15 minutes. The samples were washed with PBS three times (5 minutes each time). After the samples were blocked with 3% bovine serum albumin (BSA) at room temperature for one hour, the samples were incubated with a mouse anti-collagen type I antibody (1:200), rabbit anti-fibronectin antibody (1:200) at 4 C. overnight. The samples were washed with PBS three times, and then incubated with Alexa Fluor 488-donkey anti-mouse IgG (1:500) for one hour. The samples were washed with PBS and then observed using a confocal microscope.
[0099] 7. Cell Viability Assay
[0100] For comparison of anticancer drug efficacy for 3D multicellular tumor spheroids, the spheroids were treated with 10 g/mL drugs (doxorubicin, epirubicin, topotecan, or 44 types of anticancer drugs shown in
[0101] 8. Cell Apoptosis and Necrosis Assays
[0102] Apoptotic and necrotic cells in spheroids were assayed using Real Time-Glo Annexin V apoptosis and necrosis assays. Real Time-Glo Annexin V apoptosis and necrosis assays were performed in combination with a cell viability assay. The spheroid in the culture medium (50 L) formed by a two-day 3D cell culture, were transferred to a multi-walled plate having opaque walls, and then treated with 50 L of 2 drug (doxorubicin) until a total concentration reached 10 M. Thereafter, 2X apoptosis and necrosis formulations of the same volume (100 L) were added to each well according to standard protocol proposed in manufacturer's instructions. Luminescence and fluorescence values were measured using a Glomax-Multi-Microplate reader (Promega, Glomax Discovery) for an integration time of 0.25-1.0 second per well.
[0103] 9. Treatment of Anticancer Drug
[0104] Doxorubicin, epirubicin, topotecan, or 44 types of anticancer drugs shown in
[0105] 10. Statistical Analysis
[0106] Statistical analysis of data was performed by an ANOVA one-way test using prism software (Graph Pad). Statistical significances were defined as *p<0.05, **p<0.01 and ***p<0.001. Multiple regression analysis was performed by stepwise regression using JMPpro statistical analysis software (JMP), and, for parameter selection, a forward process was utilized.
[0107] Experimental Results
[0108] 1. Experimental Overview
[0109] The experimental overview is as shown in
[0110] 2. Formation of 3D Multicellular Tumor Spheroids
[0111] (1) Co-Culture of Tumor Cells and Stromal Cells
[0112] To mimic a tumor microenvironment, tumor microenvironments for co-culturing three types of stromal cells and tumor cells were selected. Tumor cells on a 5% matrigel plate coated with poly-HEMA, and ASC, BMSC and FIB known as stromal cells in tumors, were co-cultured, yielding three types of multicellular tumor spheroids. During a 48-hour culture, 3D multicellular tumor spheroids were formed by self-organization of single cells on the plate.
[0113] (2) Diameters of 3D Multicellular Tumor Spheroids
[0114] During the next two-day culture period, irrespective of types of stromal cells co-cultured with tumor cells, three types of 3D multicellular tumor spheroids having a diameter of 500 m to 600 m were formed, (
[0115] (3) Roundness of 3D Multicellular Tumor Spheroids
[0116] The roundness represents a clear or smooth boundary (2D). The extent of roundness of a spheroid indicates a roundness of a projected region of the spheroid. The roundness is in a range of 0 to 1, and the closer to 1 the roundness is, the higher the roundness of a projected region of the spheroid is. The produced three types of spheroids have a roundness of 0.99 or greater, which is close to 1.0 (
[0117] (4) Sphericity of 3D Multicellular Tumor Spheroids
[0118] According to the sphericity, tumor spheroids may be classified as spherical tumor spheroids having a sphericity of 0.90 or greater (sphericity index; SI0.90) or non-spherical tumor spheroids having a sphericity of not greater than 0.90 (SI0.90). All of the produced three types of spheroids had a specificity index of greater than 0.99, that is, nearly close to 1.0. This suggests that all of the spheroids are formed in a spherical shape, that is, a three-dimensional well-defined shape (
[0119] 3. 3D Multicellular Tumor Spheroid Assay
[0120] (1) Distribution of Tumor Cells in 3D Multicellular Tumor Spheroids
[0121] In order to mimic an interaction between a stromal cell and a cancer (tumor) cell, which is one of tumor microenvironment characteristics, 3D multicellular tumor spheroids were designed. Distributions of positions of the respective cell types (breast cancer cells and stromal cells) were identified from the 3D multicellular tumor spheroids using a cell tracker. Before seeding, stromal cells (ASC, BMSC and FIB) and human breast cancer cells (MDA-MB-231) were stained with a Cell Tracker Green CMFDA dye and a Cell Tracker Red CMTPX dye. After forming 3D multicellular tumor spheroids, distributions of cancer cells were observed in the spheroids using a confocal microscope.
[0122] Interestingly, the cancer cells and stromal cells were differently distributed in the 3D multicellular tumor spheroids according to the type of stromal cell (
[0123] (2) Surfaces of 3D Multicellular Tumor Spheroids
[0124] Surfaces of three types of 3D multicellular tumor spheroids were observed and compared, and, as a result, all of the three types of 3D multicellular tumor spheroids had surprisingly different surfaces according to the type of stromal cell (
[0125] The ASC+MDA-MB-231 spheroid looked as if it were surrounded by ECM components and had a smooth surface without any kind of cell found. Meanwhile, much more cancer cells were distributed on the surface of the FIB+MDA-MB-231 spheroid than on the surfaces of other spheroids, and cancer cells and stromal cells were uniformly distributed on the surface of the BMSC+MDA-MB-231 spheroid.
[0126] (3) Accumulation of ECMs on 3D Multicellular Tumor Spheroids
[0127] 3D multicellular tumor spheroid sections were immunofluorescence stained on extracellular matrix (ECM) protein, collagen type 1 and fibronectin. Type 1 collagen and fibronectin were much more abundantly expressed in the ASC+MDA-MB-231 spheroid than the FIB+MDA-MB-231 spheroid and the BMSC+MDA-MB-231 spheroid (
[0128] Specifically, collagen type 1 was over-expressed on the surface of the ASC+MDA-MB-231 spheroid, compared to other regions of the ASC+MDA-MB-231 spheroid. This reflects a fact that collagen is an ECM protein present most abundantly on areas other than a primary breast cancer area. In addition, the smooth property of the ASC+MDA-MB-231 spheroid surface due to high ECM secretion may contributes to hiding shapes of single cancer cells on most parts of the spheroid surface.
[0129] As confirmed from the ASC+MDA-MB-231 spheroid, over-expression of ECMs is one of important factors in replication of a cancer tissue, and a cell-ECM interaction plays a key role in a tumor microenvironment. Specifically, expression levels of collagen type 1 and fibronectin were increased in breast cancer cells, which are associated with growth, metastasis and progression of a tumor. In addition, ECM components in the tumor microenvironment and over-expression of collagen type 1 and fibronectin play major roles in drug resistance as well as cancer progression. Particularly, the collagen type 1 is a drug resistance increasing factor. For these reasons, responses to the anticancer drugs may be predicted to be all different due to a noticeable difference in the expression level of ECM proteins in the three 3D multicellular tumor spheroids.
[0130] (4) Drug Penetration into 3D Multicellular Tumor Spheroids
[0131] To assess drug penetration into three types of 3D multicellular tumor spheroids, the spheroids were treated with doxorubicin as a chemotherapeutic formulation for two days. Doxorubicin is one of common chemotherapeutic agents used in treating a variety types of tumors. To confirm whether structural characteristics have impacts on anticancer drug penetration into spheroids, it was analyzed whether anticancer drug resistance, e.g., insufficient penetration of anticancer drug into the spheroids, was observed using natural red fluorescence of doxorubicin. Fluorescent images after the spheroids were treated with doxorubicin for 48 hours confirmed differential distributions of drugs according to the type of spheroid.
[0132] Confocal images of doxorubicin showed differences in the extent of doxorubicin penetrating into the spheroids (
[0133] (5) Drug responses to 3D Multicellular Tumor Spheroids
[0134] 1) Cell viability of 3D Multicellular Tumor Spheroids
[0135] With regard to a low penetration level of the drug, the ASC+MDA-MB-231 spheroid treated with 10 M doxorubicin for two days showed highest cell viability (56.67%), as compared with other types of spheroids. The cell viability of the BMSC+MDA-MB-231 spheroid was 48.33%, which is lower than that of the treated ASC+MDA-MB-231 spheroid, and the FIB+MDA-MB-231 spheroid observed to have a highest drug penetration level had a lowest cell viability (43%). There is a substantial difference in the cell viability between the ASC+MDA-MB-231 spheroid and the FIB+MDA-MB-231 spheroid (P=0.0024). These results suggest that the low level of a drug penetrating into a multicellular spheroid affects low drug efficacy or high drug resistance due to high viability (
[0136] In addition, when the same experiment was carried out on a 2D culture plate, the MDA-MB-231 co-cultured with fibroblast cells demonstrated a highest cell viability (
[0137] In 3D versus 2D comparison of cell viability, the three types of 3D spheroids were all assessed to have lower drug sensitivity than 2D monolayer spheroids. In addition, doxorubicin responses in three types of 3D breast cancer models showed a propensity opposite to that of 2D cell models, confirming that the structural characteristics of the 3D tumor models in combination with differences in the drug efficacy for the 3D breast cancer models caused drug responses completely different from that for the 2D models.
[0138] This result presents a significance in the structural characteristic of a 3D tumor model, suggesting that a structural effect exerted by a 3D cell model, not by a 2D cell model, for screening the efficacy of an anticancer drug, may change the efficacy and propensity of drug.
[0139] 2) Apoptosis or Necrosis of 3D Multicellular Tumor Spheroids
[0140] To investigate drug sensitivity depending on the viability against doxorubicin in the spheroids, Real Time-Glo Annexin V apoptosis and necrosis assays were performed. If apoptosis is induced by a drug response, a cell membrane is reversed to expose phosphatidyl-serine (PS), and an apoptotic cell can be analyzed by binding PS with Annexin V detected by a luminescence signal. A necrotic cell is detected by binding DNA with PI (green) that produces a fluorescence signal when the necrotic cell invades into a cell and a cell membrane loses integrity.
[0141] A fold change in the expression of Annexin V as an initial apoptosis marker correlates with viability. A highest increasing level of annexin V was observed from the FIB+MDA-MB-231 spheroid treated with doxorubicin. In addition, a lowest level of annexin V was observed from the ASC+MDA-MB-231 spheroid treated with doxorubicin. As confirmed from
[0142] 4. Formation of 3D Multicellular Tumor Spheroids depending on Change in Conditions and Assays Thereof
[0143] (1) Change in Co-Culture Ratios
[0144] 1) Accumulation of ECMs
[0145] Expression of extracellular matrix (ECM) protein in 3D multicellular tumor spheroids according to the co-culture ratio of ASC as a stromal cell and MDA-MB-231 as a breast cancer cell was investigated. 3D multicellular tumor spheroids were formed by varying co-culture ratios of ASC:MDA-MB-231 to 10:0, 3:7, 5:5, 7:3 and 0:10, sections of the 3D multicellular tumor spheroids were immunofluorescence stained to collagen type 1 and fibronectin. As a result, when the co-culture ratio of ASC:MDA-MB-231 was 5:5, expression levels of collagen type 1 and fibronectin were highest (
[0146] 2) Drug Permeation and Cell Viability
[0147] To assess drug penetration into 3D multicellular tumor spheroids depending on the co-culture ratio, the spheroids were treated with doxorubicin as a chemotherapeutic agent for two days. Thereafter, actual images of the spheroids were observed, and the extent of a drug penetrating into the spheroids was assessed using natural red fluorescence of doxorubicin. As a result, fluorescent images of spheroids after the spheroids are co-cultured with doxorubicin for 48 hours showed differential drug distributions according to co-culture ratios. Specifically, the 3D multicellular tumor spheroid having a co-culture ratio of ASC:MDA-MB-231 being 5:5, was confirmed to have a drug less penetrating into the core thereof than other spheroids having different co-culture ratios (
[0148] Next, the viability of each of 3D multicellular tumor spheroids depending on the co-culture ratio was analyzed. As a result, the 3D multicellular tumor spheroid having a co-culture ratio of ASC:MDA-MB-231 being 5:5 was confirmed to show a relatively high viability compared to other spheroids having different co-culture ratios (
[0149] The results showed that the expression level of ECM was higher in the 3D multicellular tumor spheroid having stromal cells and breast cancer cells co-cultured in a 5:5 (1:1) ratio than in other spheroids having different co-culture ratios, suggesting that penetration of doxorubicin into the spheroid was inhibited by the high expression level of ECM. In addition, the viability was highest in the 3D multicellular tumor spheroid having the ASC:MDA-MB-231 co-culture ratio of 5:5, in which doxorubicin penetration was least, and thus drug penetration into the spheroid was highly inhibited, suggesting that the inhibited drug penetration may affect low efficacy or high resistance of drug.
[0150] (2) Change of Anticancer Drug
[0151] 1) Cell Viability
[0152] To confirm drug penetration inhibiting effects of 3D multicellular tumor spheroids for various anticancer drugs, 44 anticancer drugs being in clinical use or clinical trial, except for doxorubicin, were treated for 48 hours, and viabilities of cells in the 3D multicellular tumor spheroid (ASC+MDA-MB-231) and the 3D single cellular tumor spheroid were comparatively analyzed (
[0153] The 3D single cell tumor spheroid was formed by a single culture of tumor cells on a 5% matrigel plate coated with poly-HEMA. 50 L tumor cells were plated on each well of the plate at a density of 0.510.sup.4 cells/well and then incubated in a 5% CO2 incubator at 37 C. for 48 hours. During a 48 hour culture, the 3D single cell tumor spheroid was formed by self-organization of the cells on the plate.
[0154] When 30 out of a total of 44 types of anticancer drugs (about 68.18%) were treated, the 3D multicellular tumor spheroids showed a higher viability than the 3D single cell tumor spheroid, and when 14 anticancer drugs (about 31.82%) were treated, the 3D multicellular tumor spheroids showed a lower viability than the 3D single cell tumor spheroid (
[0155] 2) Confirmation of Relevance of Anticancer Drug with Chemical Features and Cell Viability
[0156] To confirm which of major chemical features of an anticancer drug affects viability in a tumor spheroid and drug penetration, a multiple regression analysis method was performed. In detail, as shown in
[0157] The extracted chemical features may include molecular weight (M.Math.W) of drug, distribution coefficient (Log P), water solubility (Log S), acid dissociation equilibrium constant (pKa), physiological charge, hydrogen acceptor count, hydrogen donor count, polar surface area, rotatable bond count, polarizability, refractivity, and number of rings, which were used as input parameters (
[0158] Thereafter, a difference in the viability (or permeability) between a 3D multicellular tumor spheroid and a 3D single cell spheroid was obtained from three independent experiments, and the obtained difference was used as an output parameter. Since a difference in individual chemical features of anticancer drugs could not perfectly account for cell viability, a multiple regression equation was derived in consideration of interactions among various factors as well as the respective chemical features.
PO=a+bK+cL+dM+eN+fO+gP+hQ+iR+jS
[0159] In the above equation, PO is a predicted cell viability difference (or permeability), K is M.Math.W(g/mol), L is log P, M is log S, N is a hydrogen acceptor count (units), O is a hydrogen donor count (units), P is a polar surface area (2), Q is a rotatable bond count (units), R is refractivity (m3/mol), S is polarizability (3), and a to j are constant values: a=0.1235313827, b=0.0035738171, c=0.0340283393, d=0.0340283393, e=0.000519426, f=0.0108241714, g=0.002123276, h=0.0007481956, i=0.0050597, and j=0.018713752.
[0160] The present inventors compared the derived equation with the actual output parameter shown in
[0161] 3) Penetration of Drug
[0162] Next, the extents of various types of anticancer drugs penetrating into 3D multicellular tumor spheroids were investigated. To this end, two chemo therapeutic agents, i.e., epirubicin and topotecan, used as therapeutic agents for various types of solid tumors, including a breast cancer, were used. Since epirubicin and topotecan naturally emit red fluorescence and green fluorescence, respectively, drug penetration can be detected by observing representation of fluorescence. Like in the previous case of doxorubicin, the FIB+MDA-MB-231 spheroid and the BMSC+MDA-MB-231 spheroid were used as control groups to be compared with the 3D multicellular tumor spheroid (ASC+MDA-MB231) in view of the extent of drug penetration.
[0163] These anticancer drugs were treated in the spheroids for 48 hours, and distributions of the anticancer drugs were analyzed using a fluorescence microscope. As a result, in both of the anticancer drugs, the 3D multicellular tumor spheroid (ASC+MDA-MB-231) showed statistically signifixcantly low drug permeability, compared to BMSC+MDA-MB-231 and FIB+MDA-MB-231 spheroid (
[0164] (3) Diversification of Tumor Cell
[0165] 1) Distribution and Morphology of Tumor Cell
[0166] A solid tumor has a feature in that stromal cells are positioned on the surface of a tumor cell in a tumor microenvironment and ECMs are highly distributed on the surface of the tumor cell Therefore, an attempt was made to confirm whether such a feature is exhibited even in cases where 3D multicellular tumor spheroids are formed using solid tumor cells other than MDA-MB-231 breast cancer cells. To this end, A549 (lung cancer cell), HT1080 (fibrosarcoma cell), MKN45 (stomach cancer cell), SK-BR-3 (breast cancer cell) and MCF-7 (breast cancer cell) were used, and distributions of positions of the respective cell types ((solid tumor cells and stromal cells) were identified from the 3D multicellular tumor spheroids using a cell tracker. Before seeding, the stromal cells and solid tumor cells (A549, HT1080, MKN45, SK-BR-3, and MCF-7) were stained with a Cell Tracker Green CMFDA dye and a Cell Tracker Red CMTPX dye, respectively. After forming the 3D multicellular tumor spheroids, spheroid morphologies were observed using an optical microscope and distributions of cancer cells in the spheroids were observed in the spheroids using a confocal microscope.
[0167] When 3D tumor spheroids were formed using single tumor cells, no spheroids were formed in most of solid tumor cells, or spheroids, if any, were formed in an inconsistent shape. However, in cases of 3D multicellular tumor spheroids, spheroids having a consistently spherical shape were formed in all of five types of solid tumor cells (
[0168] 2) Expression of ECM
[0169] Next, in the 3D multicellular tumor spheroids using solid tumors, expression levels of extracellular matrix (ECM) protein, collagen type 1 and fibronectin were identified by immunofluorescence staining. Three types of solid tumor cells (HT-1080, A549, and MKN45) were used. Whereas there were little expression levels of collagen type 1 and fibronectin in the 3D tumor spheroids using single tumor cells, collagen type 1 and fibronectin were highly expressed in all the 3D multicellular tumor spheroids using three types of solid tumor cells, compared to single cell spheroids (
[0170] The spherical 3D tumor spheroid according to an aspect has an appropriate diameter, roundness and specificity so as to be suitably used in vitro, and expresses an ECM structure similar to that of in vivo tumor, and thus may be used in evaluating the efficacy of drug for treating various types of tumors.
[0171] It should be understood that embodiments described herein should be considered in a descriptive sense only and not for purposes of limitation. Descriptions of features or aspects within each embodiment should typically be considered as available for other similar features or aspects in other embodiments. While one or more embodiments have been described with reference to the figures, it will be understood by those of ordinary skill in the art that various changes in form and details may be made therein without departing from the spirit and scope of the disclosure as defined by the following claims.