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Fang SS, Hu X, Li MH, Qi S, Xie T, Wang JB, Yao HQ, Zhang J, Zhang JH, Zhu L, Shang M. Ligand-Enabled Cu-Catalyzed Stereoselective Synthesis of P-Stereogenic ProTides. J Am Chem Soc 2024; 146:31339-31347. [PMID: 39496113 DOI: 10.1021/jacs.4c12920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2024]
Abstract
Nucleoside analogues have seen significant advancements in treating viral infections and cancer through ProTide technology, leading to a series of FDA-approved drugs such as sofosbuvir, tenofovir alafenamide, and remdesivir. The stereochemical configuration at the phosphorus center of ProTides significantly influences their pharmacological properties, necessitating efficient stereoselective synthesis. Traditional methods using chiral auxiliaries or nonracemic phosphorylating agents are labor-intensive and inefficient, while recent organocatalytic approaches, despite their promise, still face limitations. Herein, we present a novel approach employing chiral metal complexes for the stereoselective assembly of P-stereogenic ProTides via asymmetric P-O bond formation. This approach leverages a chiral metal catalyst to activate the electrophilic phosphorylating reagent, facilitating a base-promoted nucleophilic replacement pathway. Our protocol, featuring mild reaction conditions and broad applicability, enables the highly stereoselective synthesis of previously inaccessible (S,RP) and (R,SP)-ProTide derivatives. The practical utility of this method is demonstrated through the preparation of pharmaceutically relevant ProTide targets and mechanistic studies were conducted to elucidate the reaction pathway, offering significant advancements for drug development and pharmaceutical research.
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Affiliation(s)
- Shuai-Shuai Fang
- Frontiers Science Center for Transformative Molecules, School of Chemistry and Chemical Engineering, Zhangjiang Institute for Advanced Study, Shanghai Jiao Tong University, Shanghai 200240, China
| | - XiangJun Hu
- Department of Rehabilitation Medicine, Shanghai Institute of Rehabilitation with Integrated Western and Chinese Traditional Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Ming-Hong Li
- Frontiers Science Center for Transformative Molecules, School of Chemistry and Chemical Engineering, Zhangjiang Institute for Advanced Study, Shanghai Jiao Tong University, Shanghai 200240, China
- Xiangfu Laboratory, Jiashan 314102, China
| | - Shuang Qi
- Institute of Molecular Medicine, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 160 Pujian Road, Shanghai 200217, China
| | - Tian Xie
- Frontiers Science Center for Transformative Molecules, School of Chemistry and Chemical Engineering, Zhangjiang Institute for Advanced Study, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Jia-Bao Wang
- Frontiers Science Center for Transformative Molecules, School of Chemistry and Chemical Engineering, Zhangjiang Institute for Advanced Study, Shanghai Jiao Tong University, Shanghai 200240, China
- Xiangfu Laboratory, Jiashan 314102, China
| | - Hong-Qing Yao
- Frontiers Science Center for Transformative Molecules, School of Chemistry and Chemical Engineering, Zhangjiang Institute for Advanced Study, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Jian Zhang
- Department of Rehabilitation Medicine, Shanghai Institute of Rehabilitation with Integrated Western and Chinese Traditional Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Jun-Hua Zhang
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai Key Laboratory of Radiation Oncology, Shanghai 200032, China
| | - Lijuan Zhu
- Institute of Molecular Medicine, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 160 Pujian Road, Shanghai 200217, China
| | - Ming Shang
- Frontiers Science Center for Transformative Molecules, School of Chemistry and Chemical Engineering, Zhangjiang Institute for Advanced Study, Shanghai Jiao Tong University, Shanghai 200240, China
- Xiangfu Laboratory, Jiashan 314102, China
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Venturelli A, Guaitoli G, Vanossi D, Saitta F, Fessas D, Vitiello S, Malpezzi G, Aiello D, Ferrari S, Tondi D, Ponterini G, Paola Costi M. Intersite communication in dimeric enzymes highlighted by structural and thermodynamic analysis of didansyltyrosine binding to thymidylate synthases. Bioorg Chem 2024; 151:107663. [PMID: 39088977 DOI: 10.1016/j.bioorg.2024.107663] [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: 06/01/2024] [Revised: 07/17/2024] [Accepted: 07/18/2024] [Indexed: 08/03/2024]
Abstract
Intersite communication in dimeric enzymes, triggered by ligand binding, represents both a challenge and an opportunity in enzyme inhibition strategy. Though often understestimated, it can impact on the in vivo biological mechansim of an inhibitor and on its pharmacokinetics. Thymidylate synthase (TS) is a homodimeric enzyme present in almost all living organisms that plays a crucial role in DNA synthesis and cell replication. While its inhibition is a valid strategy in the therapy of several human cancers, designing specific inhibitors of bacterial TSs poses a challenge to the development of new anti-infective agents. N,O-didansyl-l-tyrosine (DDT) inhibits both Escherichia coli TS (EcTS) and Lactobacillus casei TS (LcTS). The available X-ray structure of the DDT:dUMP:EcTS ternary complex indicated an unexpected binding mode for DDT to EcTS, involving a rearrangement of the protein and addressing the matter of communication between the two active sites of an enzyme dimer. Combining molecular-level information on DDT binding to EcTS and LcTS extracted from structural and FRET-based fluorometric evidence with a thermodynamic characterization of these events obtained by fluorometric and calorimetric titrations, this study unveiled a negative cooperativity between the DDT bindings to the two monomers of each enzyme dimer. This result, complemented by the species-specific thermodynamic signatures of the binding events, implied that communication across the protein dimer was triggered by the first DDT binding. These findings could challenge the conventional understanding of TS inhibition and open the way for the development of novel TS inhibitors with a different mechanism of action and enhanced efficacy and specificity.
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Affiliation(s)
- Alberto Venturelli
- Dipartimento di Scienze della Vita, University of Modena and Reggio Emilia, Via Campi 103, 41125 Modena, Italy
| | - Giambattista Guaitoli
- Dipartimento di Scienze della Vita, University of Modena and Reggio Emilia, Via Campi 103, 41125 Modena, Italy; Evotec SE, Biophysic - Essener Bogen 7, 22419 Hamburg, Germany
| | - Davide Vanossi
- Dipartimento di Scienze Chimiche e Geologiche, University of Modena and Reggio Emilia, Via Campi 103, 41125 Modena, Italy
| | - Francesca Saitta
- Dipartimento di Scienze per gli Alimenti, la Nutrizione e l'Ambiente, DeFENS, Università degli Studi di Milano, Via Celoria 2, 20133 Milano, Italy
| | - Dimitrios Fessas
- Dipartimento di Scienze per gli Alimenti, la Nutrizione e l'Ambiente, DeFENS, Università degli Studi di Milano, Via Celoria 2, 20133 Milano, Italy
| | - Simone Vitiello
- Dipartimento di Scienze della Vita, University of Modena and Reggio Emilia, Via Campi 103, 41125 Modena, Italy
| | - Giulia Malpezzi
- Dipartimento di Scienze della Vita, University of Modena and Reggio Emilia, Via Campi 103, 41125 Modena, Italy; Clinical and Experimental Medicine (CEM) PhD Program, University of Modena and Reggio Emilia, Via G. Campi 287, 41125 Modena, Italy
| | - Daniele Aiello
- Dipartimento di Scienze della Vita, University of Modena and Reggio Emilia, Via Campi 103, 41125 Modena, Italy
| | - Stefania Ferrari
- Dipartimento di Scienze della Vita, University of Modena and Reggio Emilia, Via Campi 103, 41125 Modena, Italy
| | - Donatella Tondi
- Dipartimento di Scienze della Vita, University of Modena and Reggio Emilia, Via Campi 103, 41125 Modena, Italy
| | - Glauco Ponterini
- Dipartimento di Scienze della Vita, University of Modena and Reggio Emilia, Via Campi 103, 41125 Modena, Italy.
| | - Maria Paola Costi
- Dipartimento di Scienze della Vita, University of Modena and Reggio Emilia, Via Campi 103, 41125 Modena, Italy.
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Ardizzone A, Bulzomì M, De Luca F, Silvestris N, Esposito E, Capra AP. Dihydropyrimidine Dehydrogenase Polymorphism c.2194G>A Screening Is a Useful Tool for Decreasing Gastrointestinal and Hematological Adverse Drug Reaction Risk in Fluoropyrimidine-Treated Patients. Curr Issues Mol Biol 2024; 46:9831-9843. [PMID: 39329936 PMCID: PMC11430620 DOI: 10.3390/cimb46090584] [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: 07/18/2024] [Revised: 08/19/2024] [Accepted: 09/03/2024] [Indexed: 09/28/2024] Open
Abstract
Although the risk of fluoropyrimidine toxicity may be decreased by identifying poor metabolizers with a preemptive dihydropyrimidine dehydrogenase (DPYD) test, following international standards, many patients with wild-type (WT) genotypes for classic variations may still exhibit adverse drug reactions (ADRs). Therefore, the safety of fluoropyrimidine therapy could be improved by identifying new DPYD polymorphisms associated with ADRs. This study was carried out to assess whether testing for the underestimated c.2194G>A (DPYD*6 polymorphism, rs1801160) is useful, in addition to other well-known variants, in reducing the risk of ADRs in patients undergoing chemotherapy treatment. This retrospective study included 132 patients treated with fluoropyrimidine-containing regimens who experienced ADRs such as gastrointestinal, dermatological, hematological, and neurological. All subjects were screened for DPYD variants DPYD2A (IVS14+1G>A, c.1905+1G>A, rs3918290), DPYD13 (c.1679T>G, rs55886062), c.2846A>T (rs67376798), c.1236G>A (rs56038477), and c.2194G>A by real-time polymerase chain reaction (RT-PCR). In this cohort, the heterozygous c.2194G>A variant was present in 26 patients, while 106 individuals were WT; both subgroups were compared for the incidence of ADRs. This assessment revealed a high incidence of gastrointestinal and hematological ADRs in DPYD6 carriers compared to WT. Moreover, we have shown a higher prevalence of ADRs in females compared to males when stratifying c.2194G>A carrier individuals. Considering that c.2194G>A was linked to clinically relevant ADRs, we suggest that this variant should also be assessed preventively to reduce the risk of fluoropyrimidine-related ADRs.
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Affiliation(s)
- Alessio Ardizzone
- Department of Chemical, Biological, Pharmaceutical and Environmental Sciences, University of Messina, Viale Ferdinando Stagno D’Alcontres, 31, 98166 Messina, Italy; (A.A.); (M.B.); (F.D.L.); (A.P.C.)
| | - Maria Bulzomì
- Department of Chemical, Biological, Pharmaceutical and Environmental Sciences, University of Messina, Viale Ferdinando Stagno D’Alcontres, 31, 98166 Messina, Italy; (A.A.); (M.B.); (F.D.L.); (A.P.C.)
| | - Fabiola De Luca
- Department of Chemical, Biological, Pharmaceutical and Environmental Sciences, University of Messina, Viale Ferdinando Stagno D’Alcontres, 31, 98166 Messina, Italy; (A.A.); (M.B.); (F.D.L.); (A.P.C.)
| | - Nicola Silvestris
- Medical Oncology Unit, Department of Human Pathology “G. Barresi”, University of Messina, 98125 Messina, Italy;
| | - Emanuela Esposito
- Department of Chemical, Biological, Pharmaceutical and Environmental Sciences, University of Messina, Viale Ferdinando Stagno D’Alcontres, 31, 98166 Messina, Italy; (A.A.); (M.B.); (F.D.L.); (A.P.C.)
- Genetics and Pharmacogenetics Unit, “Gaetano Martino” University Hospital, Via Consolare Valeria 1, 98125 Messina, Italy
| | - Anna Paola Capra
- Department of Chemical, Biological, Pharmaceutical and Environmental Sciences, University of Messina, Viale Ferdinando Stagno D’Alcontres, 31, 98166 Messina, Italy; (A.A.); (M.B.); (F.D.L.); (A.P.C.)
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Sen A, Karati D. An insight into thymidylate synthase inhibitor as anticancer agents: an explicative review. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2024; 397:5437-5448. [PMID: 38446215 DOI: 10.1007/s00210-024-03020-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Accepted: 02/20/2024] [Indexed: 03/07/2024]
Abstract
Cancer, a widespread challenge to global health, remains a puzzle of intricate molecular dynamics. This review article delves into the mystery of cancer, with a keen focus on understanding the contributory role of thymidylate synthase (TS) in cancer. TS, a vital enzyme in DNA synthesis and repair, emerges as a significant player in the narrative of cancer development. The conversion of deoxyuridine monophosphate (dUMP) to deoxythymidine monophosphate (dTMP) is a major step in producing DNA. Numerous malignancies, including those of the breast, colon, lung, and ovary, have been linked to dysregulation of TS activity. Overexpression or mutations of TS lead to uncontrolled cell proliferation and tumorigenesis molecular interactions and signalling pathways involving TS come under scrutiny, revealing the nuanced connections that propel its involvement in cancer progression. Beyond overexpression and mutations, there emerges a subtle layer of regulation that involves microRNAs (miRNAs). These tiny particles attach to the TS messenger RNA, causing translational repression or its degradation, which in turn affects TS activity. Moving towards the therapeutic realm, thymidylate synthase inhibition acts as a promising anti-cancer strategy. Targeting TS with small-molecule inhibitors could provide a novel approach to treat various cancers. By reducing the number of available nucleotides, TS inhibition would slow down or halt cancer cell division, thus depriving the tumor of the building blocks required for its proliferation and growth. The aim is to assess the viability and effectiveness of targeting TS to halt or slow down cancer progression. There is growing evidence that, in comparison to traditional TS inhibitors, few novel antifolate TS inhibitors are effective against a wider variety of neoplasms, such as lung carcinomas. It has been discovered that TS inhibitors increase cancer tissues' sensitivity to chemotherapy and radiation, increasing their vulnerability to these treatments. This article aims to provide a comprehensive insight into TS, examining its cellular details, detailing the heterocyclic moieties and molecular foundations, and providing a promising future outlook.
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Affiliation(s)
- Aratrika Sen
- Department of Pharmaceutical Technology, School of Pharmacy, Techno India University, Kolkata, 700091, West Bengal, India
| | - Dipanjan Karati
- Department of Pharmaceutical Technology, School of Pharmacy, Techno India University, Kolkata, 700091, West Bengal, India.
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TS S, G M, G KK, Ragothaman P, Velu RK, P S. Secondary metabolite profiling using HR-LCMS, antioxidant and anticancer activity of Bacillus cereus PSMS6 methanolic extract: In silico and in vitro study. BIOTECHNOLOGY REPORTS (AMSTERDAM, NETHERLANDS) 2024; 42:e00842. [PMID: 38774767 PMCID: PMC11107235 DOI: 10.1016/j.btre.2024.e00842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 04/24/2024] [Accepted: 04/25/2024] [Indexed: 05/24/2024]
Abstract
Novel anticancer drugs of natural origin have increased tremendously due to the resistance of multiple chemotherapeutic drugs in breast cancer therapy and their high toxicity with undesirable side effects. The study investigates the bioactivity of secondary metabolites derived from Bacillus cereus PSMS6 isolated from marine soil sediment in the Velar estuary, Parangepattai, Cuddalore district, Tamil Nadu, and India. Strains were isolated and antagonistic activity was screened using the agar well diffusion method. B. cereus PSMS6 exhibited potency, and its crude extract was tested for antioxidant, anticancer, and cytotoxic MTT assay potential. The methanolic extract of B. cereus PSMS6 was analyzed by mass spectrometry HRLC-MS and FT-IR to determine the bioactive compounds. A drug interaction study with the anti-breast cancer protein HER2 was performed by molecular docking analysis. Antioxidant activities were determined using total antioxidant scavenging assay, ABTS and DPPH free radical scavenging assays. The total antioxidant scavenging assay of the crude extract of B. cereus methanol had an IC50 value of 28.33±1.01, in ABTS IC50 value of the extract was 29.00±0.28 and in DPPH the IC50 of the extract was 34.91±0.09. The negative ion compound Palmitoylglycerone phosphate had a LibDock score of 149.487 and the positive ion compound N5-(4-Methoxybenzyl) glutamine had 120.116. These compounds show promising anticancer activity. The current study reported that the bioactive secondary metabolite of B. cereus PSMS6 retains anti-cancer, and antioxidant properties. This is the first report to show the production of the Palmitoylglycerone phosphate metabolite from B. cereus PSMS6.
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Affiliation(s)
- Shalini TS
- Department of Bioinformatics, Bharathidasan University, Tiruchirappalli, Tamil Nadu, 620 024, India
| | - Manivel G
- Department of Bioinformatics, Bharathidasan University, Tiruchirappalli, Tamil Nadu, 620 024, India
| | - Krishna kumar G
- Department of Bioinformatics, Bharathidasan University, Tiruchirappalli, Tamil Nadu, 620 024, India
| | - Prathiviraj Ragothaman
- Department of Microbiology, School of Life Sciences, Pondicherry University, Puducherry 605014, India
| | - Rajesh Kannan Velu
- Department of Microbiology, Bharathidasan University, Tiruchirappalli, Tamil Nadu, 620 024, India
| | - Senthilraja P
- Department of Bioinformatics, Bharathidasan University, Tiruchirappalli, Tamil Nadu, 620 024, India
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Sarkar S, Kiren S, Gmeiner WH. Review of Prodrug and Nanodelivery Strategies to Improve the Treatment of Colorectal Cancer with Fluoropyrimidine Drugs. Pharmaceutics 2024; 16:734. [PMID: 38931855 PMCID: PMC11206923 DOI: 10.3390/pharmaceutics16060734] [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: 04/24/2024] [Revised: 05/24/2024] [Accepted: 05/24/2024] [Indexed: 06/28/2024] Open
Abstract
Fluoropyrimidine (FP) drugs are central components of combination chemotherapy regimens for the treatment of colorectal cancer (CRC). FP-based chemotherapy has improved survival outcomes over the last several decades with much of the therapeutic benefit derived from the optimization of dose and delivery. To provide further advances in therapeutic efficacy, next-generation prodrugs and nanodelivery systems for FPs are being developed. This review focuses on recent innovative nanodelivery approaches for FP drugs that display therapeutic promise. We summarize established, clinically useful FP prodrug strategies, including capecitabine, which exploit tumor-specific enzyme expression for optimal anticancer activity. We then describe the use of FP DNA-based polymers (e.g., CF10) for the delivery of activated FP nucleotides as a nanodelivery approach with proven activity in pre-clinical models and with clinical potential. Multiple nanodelivery systems for FP delivery show promise in CRC pre-clinical models and we review advances in albumin-mediated FP delivery, the development of mesoporous silica nanoparticles, emulsion-based nanoparticles, metal nanoparticles, hydrogel-based delivery, and liposomes and lipid nanoparticles that display particular promise for therapeutic development. Nanodelivery of FPs is anticipated to impact CRC treatment in the coming years and to improve survival for cancer patients.
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Affiliation(s)
- Santu Sarkar
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC 27157, USA;
| | - Sezgin Kiren
- Department of Chemistry, Winston-Salem State University, Winston-Salem, NC 27110, USA;
| | - William H. Gmeiner
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC 27157, USA;
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Li YN, Xie B, Zhang Y, He MH, Xing Y, Mu DM, Wang H, Guo R. Advances and key focus areas in gastric cancer immunotherapy: A comprehensive scientometric and clinical trial review (1999-2023). World J Gastroenterol 2023; 29:5593-5617. [PMID: 37970478 DOI: 10.3748/wjg.v29.i40.5593'"] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 09/25/2023] [Accepted: 10/17/2023] [Indexed: 01/29/2024] Open
Abstract
BACKGROUND Gastric cancer (GC) is the sixth most common cancer and third leading cause of cancer-related deaths worldwide. Current treatments mainly rely on surgery- and chemotherapy-based systemic; however, the prognosis remains poor for advanced disease. Recent studies have suggested that immunotherapy has significant potential in cancer therapy; thus, GC immunotherapy may improve quality of life and survival for patients with this disease. AIM To provide a comprehensive overview of the knowledge structure and research hotspots of GC immunotherapy. METHODS We conducted a bibliometric analysis of publications on immunotherapy related to GC in the Web of Science Core Collection database. We analyzed 2013 pub-lications from 1999 to February 1, 2023, using the VOSviewer and CiteSpace software. We assessed publication and citation distributions using the WoS platform and explored research countries, institutions, journals, authors, references, and keywords (co-occurrence, timeline view, and burst analysis). In addition, we examined 228 trials on immunotherapy, 137 on adoptive cell therapy, 274 on immune checkpoint inhibitors (ICIs), and 23 on vaccines from ClinicalTrials.gov and the International Clinical Trials Registry Platform. The Impact Index Per Article for the top ten high-cited papers collected from Reference Citation Analysis (RCA) are presented. RESULTS Our bibliometric analysis revealed that the study of immunotherapy in GC has developed rapidly in recent years. China accounted for almost half the publications, followed by the United States. The number of publications in recent years has been growing continuously, and most institutions and authors with the most publications are from China. The main keywords or clusters identified were "tumor microenvironment", "adoptive immunotherapy", "dendritic therapy", and "microsatellite instability". CONCLUSION Our analysis of 2013 publications indicated that immunotherapy for GC has led to several new developments in recent years. Considerable progress has been made in vaccinations, immune checkpoint therapy, and adoptive cellular therapy. In particular, ICIs and chimeric antigen receptor T-cells are novel options for the treatment of GC. We suggest that the combination of ICIs, chemotherapy, targeted therapy, and other immunotherapies should be the primary research direction in the future.
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Affiliation(s)
- Yao-Nan Li
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Bin Xie
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ying Zhang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ming-Hua He
- College of Computer Science and Technology, Jilin University, Changchun 130012, Jilin Province, China
| | - Yang Xing
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Dong-Mei Mu
- Division of Clinical Research, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Hong Wang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Rui Guo
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China.
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Li YN, Xie B, Zhang Y, He MH, Xing Y, Mu DM, Wang H, Guo R. Advances and key focus areas in gastric cancer immunotherapy: A comprehensive scientometric and clinical trial review (1999-2023). World J Gastroenterol 2023; 29:5593-5617. [PMID: 37970478 DOI: 10.3748/wjg.v29.i40.5593'||'] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 09/25/2023] [Accepted: 10/17/2023] [Indexed: 01/29/2024] Open
Abstract
BACKGROUND Gastric cancer (GC) is the sixth most common cancer and third leading cause of cancer-related deaths worldwide. Current treatments mainly rely on surgery- and chemotherapy-based systemic; however, the prognosis remains poor for advanced disease. Recent studies have suggested that immunotherapy has significant potential in cancer therapy; thus, GC immunotherapy may improve quality of life and survival for patients with this disease. AIM To provide a comprehensive overview of the knowledge structure and research hotspots of GC immunotherapy. METHODS We conducted a bibliometric analysis of publications on immunotherapy related to GC in the Web of Science Core Collection database. We analyzed 2013 pub-lications from 1999 to February 1, 2023, using the VOSviewer and CiteSpace software. We assessed publication and citation distributions using the WoS platform and explored research countries, institutions, journals, authors, references, and keywords (co-occurrence, timeline view, and burst analysis). In addition, we examined 228 trials on immunotherapy, 137 on adoptive cell therapy, 274 on immune checkpoint inhibitors (ICIs), and 23 on vaccines from ClinicalTrials.gov and the International Clinical Trials Registry Platform. The Impact Index Per Article for the top ten high-cited papers collected from Reference Citation Analysis (RCA) are presented. RESULTS Our bibliometric analysis revealed that the study of immunotherapy in GC has developed rapidly in recent years. China accounted for almost half the publications, followed by the United States. The number of publications in recent years has been growing continuously, and most institutions and authors with the most publications are from China. The main keywords or clusters identified were "tumor microenvironment", "adoptive immunotherapy", "dendritic therapy", and "microsatellite instability". CONCLUSION Our analysis of 2013 publications indicated that immunotherapy for GC has led to several new developments in recent years. Considerable progress has been made in vaccinations, immune checkpoint therapy, and adoptive cellular therapy. In particular, ICIs and chimeric antigen receptor T-cells are novel options for the treatment of GC. We suggest that the combination of ICIs, chemotherapy, targeted therapy, and other immunotherapies should be the primary research direction in the future.
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Affiliation(s)
- Yao-Nan Li
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Bin Xie
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ying Zhang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ming-Hua He
- College of Computer Science and Technology, Jilin University, Changchun 130012, Jilin Province, China
| | - Yang Xing
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Dong-Mei Mu
- Division of Clinical Research, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Hong Wang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Rui Guo
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China.
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9
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Li YN, Xie B, Zhang Y, He MH, Xing Y, Mu DM, Wang H, Guo R. Advances and key focus areas in gastric cancer immunotherapy: A comprehensive scientometric and clinical trial review (1999-2023). World J Gastroenterol 2023; 29:5593-5617. [PMID: 37970478 DOI: 10.3748/wjg.v29.i40.5593%' and 2*3*8=6*8 and 'eho8'!='eho8%] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 09/25/2023] [Accepted: 10/17/2023] [Indexed: 01/29/2024] Open
Abstract
BACKGROUND Gastric cancer (GC) is the sixth most common cancer and third leading cause of cancer-related deaths worldwide. Current treatments mainly rely on surgery- and chemotherapy-based systemic; however, the prognosis remains poor for advanced disease. Recent studies have suggested that immunotherapy has significant potential in cancer therapy; thus, GC immunotherapy may improve quality of life and survival for patients with this disease. AIM To provide a comprehensive overview of the knowledge structure and research hotspots of GC immunotherapy. METHODS We conducted a bibliometric analysis of publications on immunotherapy related to GC in the Web of Science Core Collection database. We analyzed 2013 pub-lications from 1999 to February 1, 2023, using the VOSviewer and CiteSpace software. We assessed publication and citation distributions using the WoS platform and explored research countries, institutions, journals, authors, references, and keywords (co-occurrence, timeline view, and burst analysis). In addition, we examined 228 trials on immunotherapy, 137 on adoptive cell therapy, 274 on immune checkpoint inhibitors (ICIs), and 23 on vaccines from ClinicalTrials.gov and the International Clinical Trials Registry Platform. The Impact Index Per Article for the top ten high-cited papers collected from Reference Citation Analysis (RCA) are presented. RESULTS Our bibliometric analysis revealed that the study of immunotherapy in GC has developed rapidly in recent years. China accounted for almost half the publications, followed by the United States. The number of publications in recent years has been growing continuously, and most institutions and authors with the most publications are from China. The main keywords or clusters identified were "tumor microenvironment", "adoptive immunotherapy", "dendritic therapy", and "microsatellite instability". CONCLUSION Our analysis of 2013 publications indicated that immunotherapy for GC has led to several new developments in recent years. Considerable progress has been made in vaccinations, immune checkpoint therapy, and adoptive cellular therapy. In particular, ICIs and chimeric antigen receptor T-cells are novel options for the treatment of GC. We suggest that the combination of ICIs, chemotherapy, targeted therapy, and other immunotherapies should be the primary research direction in the future.
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Affiliation(s)
- Yao-Nan Li
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Bin Xie
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ying Zhang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ming-Hua He
- College of Computer Science and Technology, Jilin University, Changchun 130012, Jilin Province, China
| | - Yang Xing
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Dong-Mei Mu
- Division of Clinical Research, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Hong Wang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Rui Guo
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China.
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10
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Li YN, Xie B, Zhang Y, He MH, Xing Y, Mu DM, Wang H, Guo R. Advances and key focus areas in gastric cancer immunotherapy: A comprehensive scientometric and clinical trial review (1999-2023). World J Gastroenterol 2023; 29:5593-5617. [PMID: 37970478 DOI: 10.3748/wjg.v29.i40.5593' and 2*3*8=6*8 and 'x7c8'='x7c8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 09/25/2023] [Accepted: 10/17/2023] [Indexed: 01/29/2024] Open
Abstract
BACKGROUND Gastric cancer (GC) is the sixth most common cancer and third leading cause of cancer-related deaths worldwide. Current treatments mainly rely on surgery- and chemotherapy-based systemic; however, the prognosis remains poor for advanced disease. Recent studies have suggested that immunotherapy has significant potential in cancer therapy; thus, GC immunotherapy may improve quality of life and survival for patients with this disease. AIM To provide a comprehensive overview of the knowledge structure and research hotspots of GC immunotherapy. METHODS We conducted a bibliometric analysis of publications on immunotherapy related to GC in the Web of Science Core Collection database. We analyzed 2013 pub-lications from 1999 to February 1, 2023, using the VOSviewer and CiteSpace software. We assessed publication and citation distributions using the WoS platform and explored research countries, institutions, journals, authors, references, and keywords (co-occurrence, timeline view, and burst analysis). In addition, we examined 228 trials on immunotherapy, 137 on adoptive cell therapy, 274 on immune checkpoint inhibitors (ICIs), and 23 on vaccines from ClinicalTrials.gov and the International Clinical Trials Registry Platform. The Impact Index Per Article for the top ten high-cited papers collected from Reference Citation Analysis (RCA) are presented. RESULTS Our bibliometric analysis revealed that the study of immunotherapy in GC has developed rapidly in recent years. China accounted for almost half the publications, followed by the United States. The number of publications in recent years has been growing continuously, and most institutions and authors with the most publications are from China. The main keywords or clusters identified were "tumor microenvironment", "adoptive immunotherapy", "dendritic therapy", and "microsatellite instability". CONCLUSION Our analysis of 2013 publications indicated that immunotherapy for GC has led to several new developments in recent years. Considerable progress has been made in vaccinations, immune checkpoint therapy, and adoptive cellular therapy. In particular, ICIs and chimeric antigen receptor T-cells are novel options for the treatment of GC. We suggest that the combination of ICIs, chemotherapy, targeted therapy, and other immunotherapies should be the primary research direction in the future.
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Affiliation(s)
- Yao-Nan Li
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Bin Xie
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ying Zhang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ming-Hua He
- College of Computer Science and Technology, Jilin University, Changchun 130012, Jilin Province, China
| | - Yang Xing
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Dong-Mei Mu
- Division of Clinical Research, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Hong Wang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Rui Guo
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China.
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11
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Li YN, Xie B, Zhang Y, He MH, Xing Y, Mu DM, Wang H, Guo R. Advances and key focus areas in gastric cancer immunotherapy: A comprehensive scientometric and clinical trial review (1999-2023). World J Gastroenterol 2023; 29:5593-5617. [PMID: 37970478 DOI: 10.3748/wjg.v29.i40.5593����%2527%2522\'\"] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 09/25/2023] [Accepted: 10/17/2023] [Indexed: 01/29/2024] Open
Abstract
BACKGROUND Gastric cancer (GC) is the sixth most common cancer and third leading cause of cancer-related deaths worldwide. Current treatments mainly rely on surgery- and chemotherapy-based systemic; however, the prognosis remains poor for advanced disease. Recent studies have suggested that immunotherapy has significant potential in cancer therapy; thus, GC immunotherapy may improve quality of life and survival for patients with this disease. AIM To provide a comprehensive overview of the knowledge structure and research hotspots of GC immunotherapy. METHODS We conducted a bibliometric analysis of publications on immunotherapy related to GC in the Web of Science Core Collection database. We analyzed 2013 pub-lications from 1999 to February 1, 2023, using the VOSviewer and CiteSpace software. We assessed publication and citation distributions using the WoS platform and explored research countries, institutions, journals, authors, references, and keywords (co-occurrence, timeline view, and burst analysis). In addition, we examined 228 trials on immunotherapy, 137 on adoptive cell therapy, 274 on immune checkpoint inhibitors (ICIs), and 23 on vaccines from ClinicalTrials.gov and the International Clinical Trials Registry Platform. The Impact Index Per Article for the top ten high-cited papers collected from Reference Citation Analysis (RCA) are presented. RESULTS Our bibliometric analysis revealed that the study of immunotherapy in GC has developed rapidly in recent years. China accounted for almost half the publications, followed by the United States. The number of publications in recent years has been growing continuously, and most institutions and authors with the most publications are from China. The main keywords or clusters identified were "tumor microenvironment", "adoptive immunotherapy", "dendritic therapy", and "microsatellite instability". CONCLUSION Our analysis of 2013 publications indicated that immunotherapy for GC has led to several new developments in recent years. Considerable progress has been made in vaccinations, immune checkpoint therapy, and adoptive cellular therapy. In particular, ICIs and chimeric antigen receptor T-cells are novel options for the treatment of GC. We suggest that the combination of ICIs, chemotherapy, targeted therapy, and other immunotherapies should be the primary research direction in the future.
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Affiliation(s)
- Yao-Nan Li
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Bin Xie
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ying Zhang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ming-Hua He
- College of Computer Science and Technology, Jilin University, Changchun 130012, Jilin Province, China
| | - Yang Xing
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Dong-Mei Mu
- Division of Clinical Research, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Hong Wang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Rui Guo
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China.
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12
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Li YN, Xie B, Zhang Y, He MH, Xing Y, Mu DM, Wang H, Guo R. Advances and key focus areas in gastric cancer immunotherapy: A comprehensive scientometric and clinical trial review (1999-2023). World J Gastroenterol 2023; 29:5593-5617. [PMID: 37970478 DOI: 10.3748/wjg.v29.i40.5593j4dtuwxg] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 09/25/2023] [Accepted: 10/17/2023] [Indexed: 01/29/2024] Open
Abstract
BACKGROUND Gastric cancer (GC) is the sixth most common cancer and third leading cause of cancer-related deaths worldwide. Current treatments mainly rely on surgery- and chemotherapy-based systemic; however, the prognosis remains poor for advanced disease. Recent studies have suggested that immunotherapy has significant potential in cancer therapy; thus, GC immunotherapy may improve quality of life and survival for patients with this disease. AIM To provide a comprehensive overview of the knowledge structure and research hotspots of GC immunotherapy. METHODS We conducted a bibliometric analysis of publications on immunotherapy related to GC in the Web of Science Core Collection database. We analyzed 2013 pub-lications from 1999 to February 1, 2023, using the VOSviewer and CiteSpace software. We assessed publication and citation distributions using the WoS platform and explored research countries, institutions, journals, authors, references, and keywords (co-occurrence, timeline view, and burst analysis). In addition, we examined 228 trials on immunotherapy, 137 on adoptive cell therapy, 274 on immune checkpoint inhibitors (ICIs), and 23 on vaccines from ClinicalTrials.gov and the International Clinical Trials Registry Platform. The Impact Index Per Article for the top ten high-cited papers collected from Reference Citation Analysis (RCA) are presented. RESULTS Our bibliometric analysis revealed that the study of immunotherapy in GC has developed rapidly in recent years. China accounted for almost half the publications, followed by the United States. The number of publications in recent years has been growing continuously, and most institutions and authors with the most publications are from China. The main keywords or clusters identified were "tumor microenvironment", "adoptive immunotherapy", "dendritic therapy", and "microsatellite instability". CONCLUSION Our analysis of 2013 publications indicated that immunotherapy for GC has led to several new developments in recent years. Considerable progress has been made in vaccinations, immune checkpoint therapy, and adoptive cellular therapy. In particular, ICIs and chimeric antigen receptor T-cells are novel options for the treatment of GC. We suggest that the combination of ICIs, chemotherapy, targeted therapy, and other immunotherapies should be the primary research direction in the future.
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Affiliation(s)
- Yao-Nan Li
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Bin Xie
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ying Zhang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ming-Hua He
- College of Computer Science and Technology, Jilin University, Changchun 130012, Jilin Province, China
| | - Yang Xing
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Dong-Mei Mu
- Division of Clinical Research, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Hong Wang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Rui Guo
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China.
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13
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Li YN, Xie B, Zhang Y, He MH, Xing Y, Mu DM, Wang H, Guo R. Advances and key focus areas in gastric cancer immunotherapy: A comprehensive scientometric and clinical trial review (1999-2023). World J Gastroenterol 2023; 29:5593-5617. [PMID: 37970478 DOI: 10.3748/wjg.v29.i40.5593" and 2*3*8=6*8 and "d5lf"="d5lf] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 09/25/2023] [Accepted: 10/17/2023] [Indexed: 01/29/2024] Open
Abstract
BACKGROUND Gastric cancer (GC) is the sixth most common cancer and third leading cause of cancer-related deaths worldwide. Current treatments mainly rely on surgery- and chemotherapy-based systemic; however, the prognosis remains poor for advanced disease. Recent studies have suggested that immunotherapy has significant potential in cancer therapy; thus, GC immunotherapy may improve quality of life and survival for patients with this disease. AIM To provide a comprehensive overview of the knowledge structure and research hotspots of GC immunotherapy. METHODS We conducted a bibliometric analysis of publications on immunotherapy related to GC in the Web of Science Core Collection database. We analyzed 2013 pub-lications from 1999 to February 1, 2023, using the VOSviewer and CiteSpace software. We assessed publication and citation distributions using the WoS platform and explored research countries, institutions, journals, authors, references, and keywords (co-occurrence, timeline view, and burst analysis). In addition, we examined 228 trials on immunotherapy, 137 on adoptive cell therapy, 274 on immune checkpoint inhibitors (ICIs), and 23 on vaccines from ClinicalTrials.gov and the International Clinical Trials Registry Platform. The Impact Index Per Article for the top ten high-cited papers collected from Reference Citation Analysis (RCA) are presented. RESULTS Our bibliometric analysis revealed that the study of immunotherapy in GC has developed rapidly in recent years. China accounted for almost half the publications, followed by the United States. The number of publications in recent years has been growing continuously, and most institutions and authors with the most publications are from China. The main keywords or clusters identified were "tumor microenvironment", "adoptive immunotherapy", "dendritic therapy", and "microsatellite instability". CONCLUSION Our analysis of 2013 publications indicated that immunotherapy for GC has led to several new developments in recent years. Considerable progress has been made in vaccinations, immune checkpoint therapy, and adoptive cellular therapy. In particular, ICIs and chimeric antigen receptor T-cells are novel options for the treatment of GC. We suggest that the combination of ICIs, chemotherapy, targeted therapy, and other immunotherapies should be the primary research direction in the future.
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Affiliation(s)
- Yao-Nan Li
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Bin Xie
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ying Zhang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ming-Hua He
- College of Computer Science and Technology, Jilin University, Changchun 130012, Jilin Province, China
| | - Yang Xing
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Dong-Mei Mu
- Division of Clinical Research, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Hong Wang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Rui Guo
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China.
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14
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Li YN, Xie B, Zhang Y, He MH, Xing Y, Mu DM, Wang H, Guo R. Advances and key focus areas in gastric cancer immunotherapy: A comprehensive scientometric and clinical trial review (1999-2023). World J Gastroenterol 2023; 29:5593-5617. [PMID: 37970478 PMCID: PMC10642438 DOI: 10.3748/wjg.v29.i40.5593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 09/25/2023] [Accepted: 10/17/2023] [Indexed: 10/27/2023] Open
Abstract
BACKGROUND Gastric cancer (GC) is the sixth most common cancer and third leading cause of cancer-related deaths worldwide. Current treatments mainly rely on surgery- and chemotherapy-based systemic; however, the prognosis remains poor for advanced disease. Recent studies have suggested that immunotherapy has significant potential in cancer therapy; thus, GC immunotherapy may improve quality of life and survival for patients with this disease. AIM To provide a comprehensive overview of the knowledge structure and research hotspots of GC immunotherapy. METHODS We conducted a bibliometric analysis of publications on immunotherapy related to GC in the Web of Science Core Collection database. We analyzed 2013 pub-lications from 1999 to February 1, 2023, using the VOSviewer and CiteSpace software. We assessed publication and citation distributions using the WoS platform and explored research countries, institutions, journals, authors, references, and keywords (co-occurrence, timeline view, and burst analysis). In addition, we examined 228 trials on immunotherapy, 137 on adoptive cell therapy, 274 on immune checkpoint inhibitors (ICIs), and 23 on vaccines from ClinicalTrials.gov and the International Clinical Trials Registry Platform. The Impact Index Per Article for the top ten high-cited papers collected from Reference Citation Analysis (RCA) are presented. RESULTS Our bibliometric analysis revealed that the study of immunotherapy in GC has developed rapidly in recent years. China accounted for almost half the publications, followed by the United States. The number of publications in recent years has been growing continuously, and most institutions and authors with the most publications are from China. The main keywords or clusters identified were "tumor microenvironment", "adoptive immunotherapy", "dendritic therapy", and "microsatellite instability". CONCLUSION Our analysis of 2013 publications indicated that immunotherapy for GC has led to several new developments in recent years. Considerable progress has been made in vaccinations, immune checkpoint therapy, and adoptive cellular therapy. In particular, ICIs and chimeric antigen receptor T-cells are novel options for the treatment of GC. We suggest that the combination of ICIs, chemotherapy, targeted therapy, and other immunotherapies should be the primary research direction in the future.
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Affiliation(s)
- Yao-Nan Li
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Bin Xie
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ying Zhang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Ming-Hua He
- College of Computer Science and Technology, Jilin University, Changchun 130012, Jilin Province, China
| | - Yang Xing
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Dong-Mei Mu
- Division of Clinical Research, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Hong Wang
- Cancer Center, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
| | - Rui Guo
- Clinical Laboratory, The First Hospital of Jilin University, Changchun 130012, Jilin Province, China
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