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Lee S, Woo CJ, Jung HI, Nam KC, Lim JS, Kwak BS. Formation Pattern Analysis of Spheroids Formed by a Droplet-Based Microfluidic System for Predicting the Aggressiveness of Tumor Cells. ACS Biomater Sci Eng 2024; 10:2477-2485. [PMID: 38483467 DOI: 10.1021/acsbiomaterials.4c00005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Examining tumor heterogeneity is essential for selecting an appropriate anticancer treatment for an individual. This study aimed to distinguish low- and high-aggressive tumor cells by analyzing the formation patterns of spheroids. The droplet-based microfluidic system was employed for the formation of each spheroid from four different subtypes of breast tumor cells. Additionally, heterotypic spheroids with T lymphocytes and cancer-associated fibroblasts (CAFs) were produced, and distinctions between low- and high-aggressive tumor cells were explored through the analysis of formation patterns using circularity, convexity, and cell distributions. In both homotypic spheroids and heterotypic spheroids with T lymphocytes, spheroids formed from low-aggressive tumor cells exhibited high circularity and convexity. On the other hand, spheroids formed from high-aggressive tumor cells had relatively low circularity and convexity. In the case of heterotypic spheroids with CAFs, circularity and convexity did not exhibit clear differences between low- and high-aggressive tumor cells, but distinct variations were observed in cell distributions. CAFs and low-aggressive tumor cells were evenly distributed, whereas the CAFs were predominantly located in the inner layer, and high-aggressive tumor cells were primarily located in the outer layer. This finding can offer valuable insights into predicting the aggressiveness of unknown tumor cells.
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Affiliation(s)
- Sunghan Lee
- School of Mechanical Engineering, Yonsei University, 50 Yonsei-ro, Seadaemun-gu, Seoul 03722, Republic of Korea
- College of Medicine, Dongguk University, 32 Dongguk-ro, Ilsandong-gu, Goyangsi 10326, Gyeonggi-do, Republic of Korea
| | - Chang Jae Woo
- College of Medicine, Dongguk University, 32 Dongguk-ro, Ilsandong-gu, Goyangsi 10326, Gyeonggi-do, Republic of Korea
- National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang-si 10408, Gyeonggi-do, Republic of Korea
| | - Hyo-Il Jung
- School of Mechanical Engineering, Yonsei University, 50 Yonsei-ro, Seadaemun-gu, Seoul 03722, Republic of Korea
- The DABOM Inc., Seodaemun-gu, Seoul 03722, Republic of Korea
| | - Ki Chang Nam
- College of Medicine, Dongguk University, 32 Dongguk-ro, Ilsandong-gu, Goyangsi 10326, Gyeonggi-do, Republic of Korea
| | - Ji Seok Lim
- School of Mechanical Engineering, Yeungnam University, 280 Daehak-ro, Gyeongsan-si 38541, Gyeongsanbuk-do, Republic of Korea
- MediSphere Inc., Gyeongsan-si 38541, Gyeongsanbuk-do, Republic of Korea
| | - Bong Seop Kwak
- College of Medicine, Dongguk University, 32 Dongguk-ro, Ilsandong-gu, Goyangsi 10326, Gyeonggi-do, Republic of Korea
- MediSphere Inc., Gyeongsan-si 38541, Gyeongsanbuk-do, Republic of Korea
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Hong SW, Chang KH, Woo CJ, Kim HC, Kwak BS, Park BJ, Nam KC. Evaluation of antibody drug delivery efficiency via nebulizer in various airway models and breathing patterns. BMC Pharmacol Toxicol 2023; 24:70. [PMID: 38041207 PMCID: PMC10691028 DOI: 10.1186/s40360-023-00711-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 11/22/2023] [Indexed: 12/03/2023] Open
Abstract
BACKGROUND Nebulizers are commonly used to treat respiratory diseases, which are a major cause of morbidity and mortality. While inhalation therapy with antibodies has been evaluated in preclinical studies and clinical trials for respiratory diseases, it has not yet been approved for treatment. Moreover, there is limited information regarding the delivery efficiency of therapeutic antibodies via nebulizer. METHODS In this study, the nebulization characteristics and drug delivery efficiencies were compared when immunoglobulin G (IgG) was delivered by five nebulizers using two airway models and five breathing patterns. The study confirmed that the delivered dose and drug delivery efficiency were reduced in the child model compared to those in the adult model and in the asthma pattern compared to those in the normal breathing pattern. RESULTS The NE-SM1 NEPLUS vibrating mesh nebulizer demonstrated the highest delivery efficiency when calculated as a percentage of the loading dose, whereas the PARI BOY SX + LC SPRINT (breath-enhanced) jet nebulizer had the highest delivery efficiency when calculated as a percentage of the emitted dose. CONCLUSION The results suggest that the total inspiration volume, output rate, and particle size should be considered when IgG nebulization is used. We, therefore, propose a method for evaluating the efficiency of nebulizer for predicting antibody drug delivery.
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Affiliation(s)
- Soon Woo Hong
- Department of Medical Engineering, Dongguk University College of Medicine, Goyang-si, 10326, Gyeonggi-do, Korea
| | - Kyung Hwa Chang
- Department of Medical Engineering, Dongguk University College of Medicine, Goyang-si, 10326, Gyeonggi-do, Korea
| | - Chang Jae Woo
- Department of Medical Engineering, Dongguk University College of Medicine, Goyang-si, 10326, Gyeonggi-do, Korea
- Office of Technology Transfer, National Cancer Center, Goyang-si, 10408, Gyeonggi-do, Korea
| | - Ho Chul Kim
- Department of Radiological Science, Eulji University, Seongnam-si, 13135, Gyeonggi-do, Korea
| | - Bong Seop Kwak
- Department of Medical Engineering, Dongguk University College of Medicine, Goyang-si, 10326, Gyeonggi-do, Korea
| | - Bong Joo Park
- Department of Electrical & Biological Physics and Institute of Biomaterials, Kwangwoon University, Seoul, 01897, Korea
| | - Ki Chang Nam
- Department of Medical Engineering, Dongguk University College of Medicine, Goyang-si, 10326, Gyeonggi-do, Korea.
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Zhang W, Bardwell PD, Woo CJ, Poltoratsky V, Scharff MD, Martin A. Clonal instability of V region hypermutation in the Ramos Burkitt's lymphoma cell line. Int Immunol 2001; 13:1175-84. [PMID: 11526098 DOI: 10.1093/intimm/13.9.1175] [Citation(s) in RCA: 67] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Affinity maturation of the humoral immune response is caused by single base changes that are introduced into the V regions of the Ig genes during a brief period of B cell differentiation. It has recently become possible to study V region mutation in some human Burkitt's lymphoma cell lines that mutate their V regions and express surface markers that suggest they arose from the malignant transformation of germinal center B cells. Ramos Burkitt's cells constitutively mutate their V regions at a rate of approximately 2 x 10(-5) mutations/bp/generation. However, the sequencing of unselected V regions suggested that our Ramos cell line was progressively losing its ability to undergo V region hypermutation. To accurately quantify this process, subclones with different nonsense mutations in the mu heavy chain V region were identified. Reversion analysis and sequencing of unselected V regions were used to examine the clonal stability of V region hypermutation. Even after only 1 month in culture, stable and unstable subclones could be identified. The identification of mutating and non-mutating subclones of Ramos provided a unique opportunity to identify factors involved in the mutational process. Differential gene expression between mutating and non-mutating Ramos clones was examined by RT-PCR and cDNA microarray analyses. We found that the expression of activation-induced cytidine deaminase (AID), a putative cytidine deaminase, correlated with mutation rates in Ramos subclones. These results suggest that the hypermutation phenotype is inherently unstable in Ramos and that long culture periods favor outgrowth of non-mutating cells that express lower levels of AID.
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Affiliation(s)
- W Zhang
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
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Poltoratsky V, Woo CJ, Tippin B, Martin A, Goodman MF, Scharff MD. Expression of error-prone polymerases in BL2 cells activated for Ig somatic hypermutation. Proc Natl Acad Sci U S A 2001; 98:7976-81. [PMID: 11427727 PMCID: PMC35453 DOI: 10.1073/pnas.141222198] [Citation(s) in RCA: 60] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/04/2001] [Indexed: 11/18/2022] Open
Abstract
High affinity antibodies are generated in mice and humans by means of somatic hypermutation (SHM) of variable (V) regions of Ig genes. Mutations with rates of 10(-5)--10(-3) per base pair per generation, about 10(6)-fold above normal, are targeted primarily at V-region hot spots by unknown mechanisms. We have measured mRNA expression of DNA polymerases iota, eta, and zeta by using cultured Burkitt's lymphoma (BL)2 cells. These cells exhibit 5-10-fold increases in heavy-chain V-region mutations targeted only predominantly to RGYW (R = A or G, Y = C or T, W = T or A) hot spots if costimulated with T cells and IgM crosslinking, the presumed in vivo requirements for SHM. An approximately 4-fold increase pol iota mRNA occurs within 12 h when cocultured with T cells and surface IgM crosslinking. Induction of pols eta and zeta occur with T cells, IgM crosslinking, or both stimuli. The fidelity of pol iota was measured at RGYW hot- and non-hot-spot sequences situated at nicks, gaps, and double-strand breaks. Pol iota formed T x G mispairs at a frequency of 10(-2), consistent with SHM-generated C to T transitions, with a 3-fold increased error rate in hot- vs. non-hot-spot sequences for the single-nucleotide overhang. The T cell and IgM crosslinking-dependent induction of pol iota at 12 h may indicate an SHM "triggering" event has occurred. However, pols iota, eta, and zeta are present under all conditions, suggesting that their presence is not sufficient to generate mutations because both T cell and IgM stimuli are required for SHM induction.
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Affiliation(s)
- V Poltoratsky
- Department of Cell Biology, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, NY 10461, USA>
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