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Okui N, Hachiya T, Horie S. Pilot study using a discrete mathematical approach for topological analysis and ssGSEA of gene expression in autosomal recessive polycystic kidney disease. Sci Rep 2025; 15:15559. [PMID: 40319097 PMCID: PMC12049503 DOI: 10.1038/s41598-025-99048-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2024] [Accepted: 04/16/2025] [Indexed: 05/07/2025] Open
Abstract
Autosomal recessive polycystic kidney disease (ARPKD) is a severe genetic disorder characterized by renal cystogenesis and hepatic fibrosis, primarily associated with PKHD1 mutations. While differential expression analysis (DEG) has identified key genes involved in ARPKD, their network-level interactions remain unclear. Recent studies have implicated WNT signaling in ARPKD pathogenesis, but a topological framework may provide additional insights into gene community structures. This study applied a network-based approach integrating single-sample gene set enrichment analysis (ssGSEA) and topological centrality analysis to investigate gene communities in ARPKD. We identified three key communities: Community 2, centered on IFT22, exhibited stable activation in both ARPKD and healthy samples, suggesting its role in ciliary function. Community 5, predominantly activated in ARPKD, included genes linked to tissue repair and immune regulation. In contrast, Community 3 was suppressed in ARPKD, indicating potential structural instability. Notably, PKHD1 was mathematically isolated, suggesting limited direct involvement in ARPKD-specific transcriptional networks, while the absence of WNT5A, CDH1, and FZD10 from defined communities in ARPKD may indicate potential alterations in their network associations compared to healthy individuals. These findings highlight the advantages of network topology over conventional DEG analysis in elucidating ARPKD pathophysiology. By identifying gene communities and regulatory hubs, this approach offers novel insights into disease mechanisms and potential therapeutic targets.
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Affiliation(s)
- Nobuo Okui
- Urology, Yokosuka Urogynecology and Urology Clinic, Ootaki 2-6, Yokosuka, Kanagawa, 238-0008, Japan.
- Mathematics, Kanagawa Dental University, Inaoka-cyou 82, Yokosuka, Kanagawa, 238- 0008, Japan.
- Data Science and Informatics for Genetic Disorders, Graduate School of Medicine, Juntendo University, Tokyo, 113-8421, Japan.
| | - Tsuyoshi Hachiya
- Data Science and Informatics for Genetic Disorders, Graduate School of Medicine, Juntendo University, Tokyo, 113-8421, Japan
- Urology, Graduate School of Medicine, Juntendo University, Tokyo, 113-8421, Japan
| | - Shigeo Horie
- Data Science and Informatics for Genetic Disorders, Graduate School of Medicine, Juntendo University, Tokyo, 113-8421, Japan
- Urology, Graduate School of Medicine, Juntendo University, Tokyo, 113-8421, Japan
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Zhao N, Wang H, Zhang M, Tian W, Liu Y, Tian D, Yao J, Liu M. Characterization of NK Cells Using Single-Cell RNA Sequencing in Patients With Acute-On-Chronic Liver Failure. J Gastroenterol Hepatol 2025; 40:917-929. [PMID: 39800654 DOI: 10.1111/jgh.16870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2024] [Revised: 12/11/2024] [Accepted: 12/26/2024] [Indexed: 04/05/2025]
Abstract
BACKGROUND AND AIM Acute-on-chronic liver failure (ACLF) is characterized by fast progression and high mortality, with systemic inflammation and immune paralysis as its key events. While natural killer (NK) cells are key innate immune cells, their unique function and subpopulation heterogeneity in ACLF have not been fully elucidated. This study aimed to investigate the characteristics of NK cell subsets in the peripheral blood of patients with ACLF and determine their roles in the inflammatory responses. METHODS Circulating NK cells (14 751 cells) from patients with ACLF and healthy controls (HCs) were subjected to single-cell RNA sequencing (scRNA-seq). Clustering and annotation were used to identify the features of NK cell subsets and the characteristics of disease progression in ACLF. RESULTS Four NK cell subsets were obtained, including adaptive NK cells, mature NK cells, inflamed NK cells, and CD56bright NK cells. Compared with the HCs, the patients with ACLF had a significantly lower proportion of Mature NK cells and a higher proportion of Inflamed NK cells. Quasi-temporal analysis showed that Inflamed NK cells were highly enriched in the late quasi-temporal sequence, and genes related to pro-inflammatory were significantly up-regulated in Inflamed NK cells. In addition, scRNA-seq and flow cytometry confirmed that the expression level of cell migration inducing hyaluronidase 2 (CEMIP2) in NK cells progressively increased from the HC group to the ACLF survival group and then to the ACLF death group. CONCLUSIONS scRNA-seq reveals that Inflamed NK cell subsets are associated with ACLF progression and poor prognosis. CEMIP2 may be a molecular marker for ACLF progression.
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Affiliation(s)
- Ninghui Zhao
- Department of Gastroenterology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Department of Gastroenterology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China
| | - Han Wang
- Department of Gastroenterology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China
| | - Miaoxin Zhang
- Department of Gastroenterology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Wei Tian
- Department of Gastroenterology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yulong Liu
- Shanxi Bethune Hospital, Tongji Shanxi Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Taiyuan, China
| | - Dean Tian
- Department of Gastroenterology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Department of Gastroenterology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China
| | - Jia Yao
- Department of Gastroenterology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China
| | - Mei Liu
- Department of Gastroenterology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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Kapare H, Bhosale M, Bhole R. Navigating the future: Advancements in monoclonal antibody nanoparticle therapy for cancer. J Drug Deliv Sci Technol 2025; 104:106495. [DOI: 10.1016/j.jddst.2024.106495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2025]
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Uinarni H, Oghenemaro EF, Menon SV, Hjazi A, Ibrahim FM, Kaur M, Zafarjonovna AZ, Deorari M, Jabir MS, Zwamel AH. Breaking Barriers: Nucleic Acid Aptamers in Gastrointestinal (GI) Cancers Therapy. Cell Biochem Biophys 2024; 82:1763-1776. [PMID: 38916791 DOI: 10.1007/s12013-024-01367-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/13/2024] [Indexed: 06/26/2024]
Abstract
Conventional cancer therapies can have significant adverse effects as they are not targeted to cancer cells and may damage healthy cells. Single-stranded oligonucleotides assembled in a particular architecture, known as aptamers, enable them to attach selectively to target areas. Usually, they are created by Systematic Evolution of Ligand by Exponential enrichment (SELEX), and they go through a rigorous pharmacological revision process to change their therapeutic half-life, affinity, and specificity. They could thus offer a viable substitute for antibodies in the targeted cancer treatment market. Although aptamers can be a better choice in some situations, antibodies are still appropriate for many other uses. The technique of delivering aptamers is simple and reasonable, and the time needed to manufacture them is relatively brief. Aptamers do not require animals or an immune response to be produced, in contrast to antibodies. When used as a medication, aptamers can directly suppress tumor cells. As an alternative, they can be included in systems for targeted drug delivery that administer medications specifically to tumor cells while reducing toxicity to healthy cells. The most recent and cutting-edge methods for treating gastrointestinal (GI) tract cancer with aptamers will be covered in this review, with a focus on targeted therapy as a means of conquering resistance to traditional medicines.
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Affiliation(s)
- Herlina Uinarni
- Department of Anatomy, School of Medicine and Health Sciences Atma Jaya Catholic University of Indonesia, Jakarta, Indonesia.
- Radiology department of Pantai Indah Kapuk Hospital Jakarta, Jakarta, Indonesia.
| | - Enwa Felix Oghenemaro
- Department of Pharmaceutical Microbiology, Faculty of Pharmacy, Delta State University, Abraka, Delta State, Nigeria
| | - Soumya V Menon
- Department of Chemistry and Biochemistry, School of Sciences, JAIN (Deemed to be University), Bangalore, Karnataka, India
| | - Ahmed Hjazi
- Department of Medical Laboratory, College of Applied Medical Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj, 11942, Saudi Arabia
| | - Fatma Magdi Ibrahim
- Assisstant professor, Community Health Nursing, RAK Medical and Health Sciences University, Ras Al Khaimah, UAE
- Lecturer, geriatric nursing, Mansoura University, Mansoura, Egypt
| | - Mandeep Kaur
- Department of Sciences, Vivekananda Global University, Jaipur, Rajasthan, 303012, India
| | | | - Mahamedha Deorari
- Uttaranchal Institute of Pharmaceutical Sciences, Uttaranchal University, Dehradun, India
| | - Majid S Jabir
- Department of applied sciences, University of technology, Baghdad, Iraq
| | - Ahmed Hussein Zwamel
- Medical laboratory technique college, the Islamic University, Najaf, Iraq
- Medical laboratory technique college, the Islamic University of Al Diwaniyah, Al Diwaniyah, Iraq
- Medical laboratory technique college, the Islamic University of Babylon, Babylon, Iraq
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Chinchilla-Cárdenas DJ, Cruz-Méndez JS, Petano-Duque JM, García RO, Castro LR, Lobo-Castañón MJ, Cancino-Escalante GO. Current developments of SELEX technologies and prospects in the aptamer selection with clinical applications. J Genet Eng Biotechnol 2024; 22:100400. [PMID: 39179327 PMCID: PMC11338109 DOI: 10.1016/j.jgeb.2024.100400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 06/28/2024] [Accepted: 07/12/2024] [Indexed: 08/26/2024]
Abstract
Aptamers are single-stranded oligonucleotide sequences capable of binding to specific ligands with high affinity. In this manner, they are like antibodies but have advantages such as lower manufacturing costs, lower immunogenicity, fewer batch-to-batch differences, a longer shelf life, high tolerance to different molecular milieus, and a greater number of potential targets. Due to their special features, they have been used in drug delivery, biosensor technology, therapy, and diagnostics. The methodology that allowed its production was the "Systematic Evolution of Ligands by Exponential enrichment" (SELEX). Unfortunately, the traditional protocol is time-consuming and laborious. Therefore, numerous variants with considerable optimization steps have been developed, nonetheless, there are still challenges to achieving real applications in the clinical field. Among them, are control of in vivo activities, fast renal filtration, degradation by nucleases and toxicity testing. This review focuses on current technologies based on SELEX, the critical factors for successful aptamer selection, and its upcoming biomedical and biotechnological applications.
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Affiliation(s)
- Danny Jair Chinchilla-Cárdenas
- Laboratorio de Biología Molecular y Genética Animal Mascolab, Calle 49 Sur # 45ª-300, Oficina 1202, Centro Empresarial S48 Tower, Envigado 055422, Antioquia, Colombia.
| | - Juan Sebastian Cruz-Méndez
- Laboratorio de Biología Molecular y Genética Animal Mascolab, Calle 49 Sur # 45ª-300, Oficina 1202, Centro Empresarial S48 Tower, Envigado 055422, Antioquia, Colombia.
| | - Julieth Michel Petano-Duque
- Laboratorio de Biología Molecular y Genética Animal Mascolab, Calle 49 Sur # 45ª-300, Oficina 1202, Centro Empresarial S48 Tower, Envigado 055422, Antioquia, Colombia; Group of Biosocial Studies of the Body-EBSC, Faculty of Dentistry, Universidad de Antioquia, La Candelaria, Medellín 050010, Antioquia, Colombia.
| | | | - Lyda R Castro
- Grupo de investigación Evolución, Sistemática y Ecología Molecular (GIESEMOL), Universidad del Magdalena, Santa Marta, Colombia.
| | - María Jesús Lobo-Castañón
- Departamento de Química Física y Analítica, Universidad de Oviedo, Av. Julián Clavería 8, 33006 Oviedo, Spain.
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Zuben de Valega Negrão CV, Cerize NN, Silva Justo-Junior AD, Liszbinski RB, Meneguetti GP, Araujo L, Rocco SA, Almeida Gonçalves KD, Cornejo DR, Leo P, Perecin C, Adamoski D, Gomes Dias SM. HER2 aptamer-conjugated iron oxide nanoparticles with PDMAEMA-b-PMPC coating for breast cancer cell identification. Nanomedicine (Lond) 2024; 19:231-254. [PMID: 38284384 DOI: 10.2217/nnm-2023-0225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2024] Open
Abstract
Aim: To synthesize HER2 aptamer-conjugated iron oxide nanoparticles with a coating of poly(2-(dimethylamino) ethyl methacrylate)-poly(2-methacryloyloxyethylphosphorylcholine) block copolymer (IONPPPs). Methods: Characterization covered molecular structure, chemical composition, thermal stability, magnetic characteristics, aptamer interaction, crystalline nature and microscopic features. Subsequent investigations focused on IONPPPs for in vitro cancer cell identification. Results: Results demonstrated high biocompatibility of the diblock copolymer with no significant toxicity up to 150 μg/ml. The facile coating process yielded the IONPP complex, featuring a 13.27 nm metal core and a 3.10 nm polymer coating. Functionalized with a HER2-targeting DNA aptamer, IONPPP enhanced recognition in HER2-amplified SKBR3 cells via magnetization separation. Conclusion: These findings underscore IONPPP's potential in cancer research and clinical applications, showcasing diagnostic efficacy and HER2 protein targeting in a proof-of-concept approach.
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Affiliation(s)
- Cyro von Zuben de Valega Negrão
- Graduate Program in Genetics & Molecular Biology, Institute of Biology, University of Campinas (UNICAMP), 13083-864, Campinas, São Paulo, Brazil
- Brazilian Biosciences National Laboratory (LNBio), Brazilian Center for Research in Energy & Materials (CNPEM), 13083-970, Campinas, São Paulo, Brazil
- Bionanomanufacturing Center, Institute for Technological Research (IPT), 05508-901, São Paulo, São Paulo, Brazil
| | - Natália Np Cerize
- Bionanomanufacturing Center, Institute for Technological Research (IPT), 05508-901, São Paulo, São Paulo, Brazil
| | - Amauri da Silva Justo-Junior
- Brazilian Biosciences National Laboratory (LNBio), Brazilian Center for Research in Energy & Materials (CNPEM), 13083-970, Campinas, São Paulo, Brazil
| | - Raquel Bester Liszbinski
- Graduate Program in Genetics & Molecular Biology, Institute of Biology, University of Campinas (UNICAMP), 13083-864, Campinas, São Paulo, Brazil
- Brazilian Biosciences National Laboratory (LNBio), Brazilian Center for Research in Energy & Materials (CNPEM), 13083-970, Campinas, São Paulo, Brazil
| | - Giovanna Pastore Meneguetti
- Bionanomanufacturing Center, Institute for Technological Research (IPT), 05508-901, São Paulo, São Paulo, Brazil
| | - Larissa Araujo
- Bionanomanufacturing Center, Institute for Technological Research (IPT), 05508-901, São Paulo, São Paulo, Brazil
| | - Silvana A Rocco
- Brazilian Biosciences National Laboratory (LNBio), Brazilian Center for Research in Energy & Materials (CNPEM), 13083-970, Campinas, São Paulo, Brazil
| | - Kaliandra de Almeida Gonçalves
- Brazilian Biosciences National Laboratory (LNBio), Brazilian Center for Research in Energy & Materials (CNPEM), 13083-970, Campinas, São Paulo, Brazil
| | - Daniel R Cornejo
- Department of Materials & Mechanics, Institute of Physics, University of São Paulo, 05508-090, São Paulo, São Paulo, Brazil
| | - Patrícia Leo
- Bionanomanufacturing Center, Institute for Technological Research (IPT), 05508-901, São Paulo, São Paulo, Brazil
| | - Caio Perecin
- Bionanomanufacturing Center, Institute for Technological Research (IPT), 05508-901, São Paulo, São Paulo, Brazil
| | - Douglas Adamoski
- Brazilian Biosciences National Laboratory (LNBio), Brazilian Center for Research in Energy & Materials (CNPEM), 13083-970, Campinas, São Paulo, Brazil
| | - Sandra M Gomes Dias
- Brazilian Biosciences National Laboratory (LNBio), Brazilian Center for Research in Energy & Materials (CNPEM), 13083-970, Campinas, São Paulo, Brazil
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Park D, Lee SJ, Park JW. Aptamer-Based Smart Targeting and Spatial Trigger-Response Drug-Delivery Systems for Anticancer Therapy. Biomedicines 2024; 12:187. [PMID: 38255292 PMCID: PMC10813750 DOI: 10.3390/biomedicines12010187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 01/05/2024] [Accepted: 01/11/2024] [Indexed: 01/24/2024] Open
Abstract
In recent years, the field of drug delivery has witnessed remarkable progress, driven by the quest for more effective and precise therapeutic interventions. Among the myriad strategies employed, the integration of aptamers as targeting moieties and stimuli-responsive systems has emerged as a promising avenue, particularly in the context of anticancer therapy. This review explores cutting-edge advancements in targeted drug-delivery systems, focusing on the integration of aptamers and stimuli-responsive platforms for enhanced spatial anticancer therapy. In the aptamer-based drug-delivery systems, we delve into the versatile applications of aptamers, examining their conjugation with gold, silica, and carbon materials. The synergistic interplay between aptamers and these materials is discussed, emphasizing their potential in achieving precise and targeted drug delivery. Additionally, we explore stimuli-responsive drug-delivery systems with an emphasis on spatial anticancer therapy. Tumor microenvironment-responsive nanoparticles are elucidated, and their capacity to exploit the dynamic conditions within cancerous tissues for controlled drug release is detailed. External stimuli-responsive strategies, including ultrasound-mediated, photo-responsive, and magnetic-guided drug-delivery systems, are examined for their role in achieving synergistic anticancer effects. This review integrates diverse approaches in the quest for precision medicine, showcasing the potential of aptamers and stimuli-responsive systems to revolutionize drug-delivery strategies for enhanced anticancer therapy.
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Affiliation(s)
- Dongsik Park
- Drug Manufacturing Center, Daegu-Gyeongbuk Medical Innovation Foundation (K-MEDI Hub), Daegu 41061, Republic of Korea
| | - Su Jin Lee
- Drug Manufacturing Center, Daegu-Gyeongbuk Medical Innovation Foundation (K-MEDI Hub), Daegu 41061, Republic of Korea
| | - Jee-Woong Park
- Medical Device Development Center, Daegu-Gyeongbuk Medical Innovation Foundation (K-MEDI Hub), Daegu 41061, Republic of Korea
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Zhang Z, Zhao Y, Wang Y, Zhao Y, Guo J. Autophagy/ferroptosis in colorectal cancer: Carcinogenic view and nanoparticle-mediated cell death regulation. ENVIRONMENTAL RESEARCH 2023; 238:117006. [PMID: 37669735 DOI: 10.1016/j.envres.2023.117006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 08/19/2023] [Accepted: 08/26/2023] [Indexed: 09/07/2023]
Abstract
The cell death mechanisms have a long history of being evaluated in diseases and pathological events. The ability of triggering cell death is considered to be a promising strategy in cancer therapy, but some mechanisms have dual functions in cancer, requiring more elucidation of underlying factors. Colorectal cancer (CRC) is a disease and malignant condition of colon and rectal that causes high mortality and morbidity. The autophagy targeting in CRC is therapeutic importance and this cell death mechanism can interact with apoptosis in inhibiting or increasing apoptosis. Autophagy has interaction with ferroptosis as another cell death pathway in CRC and can accelerate ferroptosis in suppressing growth and invasion. The dysregulation of autophagy affects the drug resistance in CRC and pro-survival autophagy can induce drug resistance. Therefore, inhibition of protective autophagy enhances chemosensitivity in CRC cells. Moreover, autophagy displays interaction with metastasis and EMT as a potent regulator of invasion in CRC cells. The same is true for ferroptosis, but the difference is that function of ferroptosis is determined and it can reduce viability. The lack of ferroptosis can cause development of chemoresistance in CRC cells and this cell death mechanism is regulated by various pathways and mechanisms that autophagy is among them. Therefore, current review paper provides a state-of-art analysis of autophagy, ferroptosis and their crosstalk in CRC. The nanoparticle-mediated regulation of cell death mechanisms in CRC causes changes in progression. The stimulation of ferroptosis and control of autophagy (induction or inhibition) by nanoparticles can impair CRC progression. The engineering part of nanoparticle synthesis to control autophagy and ferroptosis in CRC still requires more attention.
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Affiliation(s)
- Zhibin Zhang
- Chengde Medical College, College of Traditional Chinese Medicine, Chengde, Hebei, 067000, China.
| | - Yintao Zhao
- Chengde Medical College, Chengde, Hebei, 067000, China
| | - Yuman Wang
- Chengde Medical College, Chengde, Hebei, 067000, China
| | - Yutang Zhao
- Chengde Medical College, Chengde, Hebei, 067000, China
| | - Jianen Guo
- Chengde Medical College, Chengde, Hebei, 067000, China
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