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Wang K, Li K, Zhang Z, Zeng X, Sulayman S, Ababaike S, Wu Z, Pan Y, Chu J, Guan J, Chen Y, Zhao Z. Prognostic value of combined NP and LHb index with absolute monocyte count in colorectal cancer patients. Sci Rep 2025; 15:8902. [PMID: 40087531 PMCID: PMC11909193 DOI: 10.1038/s41598-025-94126-7] [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] [Received: 12/15/2024] [Accepted: 03/11/2025] [Indexed: 03/17/2025] Open
Abstract
Colorectal cancer (CRC) is one of the most prevalent malignancies worldwide, with high postoperative recurrence and metastasis rates posing significant challenges to patient survival. Identifying reliable and accessible prognostic markers is essential for optimizing treatment strategies. This study investigates the prognostic significance of two preoperative hematological indices, the [neutrophils × platelets]/[lymphocytes × hemoglobin] (NP/LHb) ratio and absolute monocyte count (Mono), in predicting overall survival in CRC patients. A retrospective analysis of 566 patients was conducted, with one cohort serving as an external validation set. Receiver operating characteristic curve analysis identified optimal cut-off values for NP/LHb and Mono, and Kaplan-Meier survival analysis revealed that higher levels of both markers were associated with significantly shorter survival. A novel prognostic model, NPM, integrating NP/LHb and Mono, demonstrated superior predictive accuracy compared to either marker alone. The NPM model was further validated through a nomogram, achieving high predictive performance for 1-, 3-, and 5-year survival. These findings highlight the potential of combining inflammatory and nutritional markers for effective risk stratification in CRC patients. The NPM model offers a simple, cost-effective prognostic tool that may facilitate personalized postoperative management, though further prospective validation is warranted.
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Affiliation(s)
- Kuan Wang
- Department of Gastrointestinal Surgery, The Affiliated Cancer Hospital of Xinjiang Medical University, Urumqi, 830011, China
| | - Kejin Li
- Department of Gastrointestinal Surgery, The Affiliated Cancer Hospital of Xinjiang Medical University, Urumqi, 830011, China
| | - Ziyi Zhang
- Department of Gastrointestinal Surgery, The Affiliated Cancer Hospital of Xinjiang Medical University, Urumqi, 830011, China
| | - Xiangyue Zeng
- Department of Gastrointestinal Surgery, The Affiliated Cancer Hospital of Xinjiang Medical University, Urumqi, 830011, China
| | - Subinur Sulayman
- Department of Gastrointestinal Surgery, The Affiliated Cancer Hospital of Xinjiang Medical University, Urumqi, 830011, China
| | - Saibihutula Ababaike
- Department of Gastrointestinal Surgery, The Affiliated Cancer Hospital of Xinjiang Medical University, Urumqi, 830011, China
| | - Zhimin Wu
- Department of Otorhinolaryngology Head and Neck Surgery, The Maternal and Child Health Care Hospital of Guizhou Medical University, Guiyang, 550000, China
| | - Yipeng Pan
- Department of Gastroenterology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310020, China
| | - Junfeng Chu
- Department of Internal Medicine, Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, 450008, China
| | - Junmin Guan
- Department of Gastrointestinal Oncology Surgery, Gastroenterology Center, People's Hospital of Bortala Mongolian Autonomous Prefecture, Bole, 833499, China.
| | - Yi Chen
- Department of Gastrointestinal Surgery, The Affiliated Cancer Hospital of Xinjiang Medical University, Urumqi, 830011, China.
- Department of Breast and Thyroid Surgery, Xinjiang Key Laboratory of Oncology, The Affiliated Cancer Hospital of Xinjiang Medical University, Urumqi, 830011, China.
| | - Zeliang Zhao
- Department of Gastrointestinal Surgery, The Affiliated Cancer Hospital of Xinjiang Medical University, Urumqi, 830011, China.
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Deng C, Chen Z, Ling J, Xie Y, Zhao X, Hu C, Liu X, Feng Y, Hou T. Prognostic value of pretreatment peripheral blood hemoglobin×lymphocyte/monocyte ratio in patients with nasopharyngeal carcinoma. ZHONG NAN DA XUE XUE BAO. YI XUE BAN = JOURNAL OF CENTRAL SOUTH UNIVERSITY. MEDICAL SCIENCES 2024; 49:1909-1918. [PMID: 40195663 PMCID: PMC11975518 DOI: 10.11817/j.issn.1672-7347.2024.240194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Indexed: 04/09/2025]
Abstract
OBJECTIVES Peripheral whole blood cell counts have been used as prognostic indicators for various cancers, but their predictive value in nasopharyngeal carcinoma remain unclear. This study aims to evaluate the prognostic significance of the pretreatment hemoglobin×lymphocyte/monocyte ratio (HLMR) in non-recurrent, non-metastatic NPC patients undergoing definitive radiotherapy. METHODS Clinical and follow-up data from 805 NPC patients who completed definitive radiotherapy or chemoradiotherapy were retrospectively analyzed. Pretreatment hemoglobin, lymphocyte count, and monocyte count were collected to calculate HLMR. Receiver operating characteristic (ROC) curves were used to determine the optimal cut-off value of HLMR. Patients were then classified into high and low HLMR groups. The association between HLMR and clinicopathological characteristic was assessed using chi-square tests. Independent prognostic factors for overall survival (OS) and progression-free survival (PFS) were identified using Cox proportional hazards models. A nomogram was constructed based on the independent predictors to estimate patient survival rates, and internal validation was performed using a validation cohort. RESULTS The ROC curve identified 605.5 as the optimal HLMR cut-off value for predicting 5-year survival. Multivariate Cox regression analysis revealed that T stage (HR=1.886, 95% CI 1.331 to 2.673, P<0.001), N stage (HR=2.021, 95% CI 1.267 to 3.225, P=0.003), Eastern Cooperative Oncology Group (ECOG) score (HR=3.991, 95% CI 1.257 to 12.677, P=0.019), concurrent chemoradiotherapy regimen (HR=0.338, 95% CI 0.156 to 0.731, P=0.006), and HLMR (HR=0.648, 95% CI 0.460 to 0.912, P=0.013) were independent prognostic factors for OS. A nomogram including T stage, N stage, and HLMR in the training cohort was constructed to predict 3-, 5-, and 7-year OS, with a C-index of 0.713. The area under the curves for predicting 3-, 5-, and 7-year OS were 0.744, 0.665, and 0.682, respectively. Calibration curves showed good agreement between predicted and observed survival rates. The above results were further confirmed in the validation cohort. CONCLUSIONS Pretreatment HLMR may serve as a promising prognostic biomarker for patients with nasopharyngeal carcinoma.
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Affiliation(s)
- Chao Deng
- Deparment of Oncology, Second Xiangya Hospital, Changsha 410011, China.
| | - Zui Chen
- Deparment of Oncology, Second Xiangya Hospital, Changsha 410011, China
| | - Jie Ling
- Deparment of Oncology, Second Xiangya Hospital, Changsha 410011, China
| | - Yangchun Xie
- Deparment of Oncology, Second Xiangya Hospital, Changsha 410011, China
| | - Xiayan Zhao
- Deparment of Oncology, Second Xiangya Hospital, Changsha 410011, China
| | - Chunhong Hu
- Deparment of Oncology, Second Xiangya Hospital, Changsha 410011, China
| | - Xianling Liu
- Deparment of Oncology, Second Xiangya Hospital, Changsha 410011, China
| | - Yuhua Feng
- Deparment of Oncology, Second Xiangya Hospital, Changsha 410011, China.
| | - Tao Hou
- Deparment of Oncology, Second Xiangya Hospital, Changsha 410011, China.
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Liu Y, Chen J, Li A, Wu Y, Ge J, Yuan M, Xu B, Zheng X, Chen L, Jiang J. Novel biomarkers: the RUNX family as prognostic predictors in colorectal cancer. Front Immunol 2024; 15:1430136. [PMID: 39822248 PMCID: PMC11736411 DOI: 10.3389/fimmu.2024.1430136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Accepted: 11/21/2024] [Indexed: 01/30/2025] Open
Abstract
While biomarkers have been shown to enhance the prognosis of patients with colorectal cancer (CRC) compared to conventional treatments, there is a pressing need to discover novel biomarkers that can assist in assessing the prognostic impact of immunotherapy and in formulating individualized treatment plans. The RUNX family, consisting of RUNX1, RUNX2, and RUNX3, has been recognized as crucial regulators in developmental processes, with dysregulation of these genes also being implicated in tumorigenesis and cancer progression. In our present study, we demonstrated a crucial regulatory role of RUNX in CD8+T and CD103+CD8+T cell-mediated anti-tumor response within the tumor microenvironment (TME) of human CRC. Specifically, RUNXs were significantly differentially expressed between tumor and normal tissues in CRC. Patients with a greater proportion of infiltrating CD8+RUNX1+, CD103+CD8+RUNX1+, CD8+RUNX2+, CD103+CD8+RUNX2+, CD8+RUNX3+, or CD103+CD8+RUNX3+ T cells demonstrated improved outcomes compared to those with lower proportions. Additionally, the proportions of infiltrating CD8+RUNX1+T and CD8+RUNX3+T cells may serve as valuable prognostic predictors for CRC patients, independent of other clinicopathological factors. Moreover, further bioinformatic analysis conducted utilizing the TISIDB and TIMER platforms demonstrated significant associations between the members of the RUNX family and immune-infiltrating cells, specifically diverse subpopulations of CD8+TILs. Our study of human colorectal cancer tissue microarray (TMA) also revealed positive and statistically significant correlations between the expressions of RUNX1, RUNX2, and RUNX3 in both CD8+T cells and CD103+CD8+T cells. Our study comprehensively revealed the varied expressions and prognostic importance of the RUNX family in human colorectal cancer tissues. It underscored their potential as vital biomarkers for prognostic evaluation in colorectal cancer patients and as promising targets for immunotherapy in treating this disease.
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Affiliation(s)
- Yingting Liu
- Department of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
- Jiangsu Engineering Research Center for Tumor Immunotherapy, Changzhou, Jiangsu, China
- Institute of Cell Therapy, Soochow University, Changzhou, Jiangsu, China
| | - Junjun Chen
- Department of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
- Jiangsu Engineering Research Center for Tumor Immunotherapy, Changzhou, Jiangsu, China
- Institute of Cell Therapy, Soochow University, Changzhou, Jiangsu, China
| | - An Li
- Department of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
- Jiangsu Engineering Research Center for Tumor Immunotherapy, Changzhou, Jiangsu, China
- Institute of Cell Therapy, Soochow University, Changzhou, Jiangsu, China
| | - Yue Wu
- Department of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
- Jiangsu Engineering Research Center for Tumor Immunotherapy, Changzhou, Jiangsu, China
- Institute of Cell Therapy, Soochow University, Changzhou, Jiangsu, China
| | - Junwei Ge
- Department of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
- Jiangsu Engineering Research Center for Tumor Immunotherapy, Changzhou, Jiangsu, China
- Institute of Cell Therapy, Soochow University, Changzhou, Jiangsu, China
| | - Maoling Yuan
- Department of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
- Jiangsu Engineering Research Center for Tumor Immunotherapy, Changzhou, Jiangsu, China
- Institute of Cell Therapy, Soochow University, Changzhou, Jiangsu, China
| | - Bin Xu
- Department of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
- Jiangsu Engineering Research Center for Tumor Immunotherapy, Changzhou, Jiangsu, China
- Institute of Cell Therapy, Soochow University, Changzhou, Jiangsu, China
| | - Xiao Zheng
- Department of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
- Jiangsu Engineering Research Center for Tumor Immunotherapy, Changzhou, Jiangsu, China
- Institute of Cell Therapy, Soochow University, Changzhou, Jiangsu, China
| | - Lujun Chen
- Department of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
- Jiangsu Engineering Research Center for Tumor Immunotherapy, Changzhou, Jiangsu, China
- Institute of Cell Therapy, Soochow University, Changzhou, Jiangsu, China
| | - Jingting Jiang
- Department of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
- Jiangsu Engineering Research Center for Tumor Immunotherapy, Changzhou, Jiangsu, China
- Institute of Cell Therapy, Soochow University, Changzhou, Jiangsu, China
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Lin X, Han X, Zhou W, Gong X, Zhou Y, Wang Q, Zhang C. RBM15 increase tumor-infiltrating CD4+ T cell in ESCC via modulating of PLOD3. Am J Cancer Res 2024; 14:5486-5503. [PMID: 39659928 PMCID: PMC11626265 DOI: 10.62347/idcp2061] [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: 05/19/2024] [Accepted: 11/14/2024] [Indexed: 12/12/2024] Open
Abstract
BACKGROUND Collagen, a primary protein component of the extracellular matrix (ECM), undergoes a notable series of alterations concomitant with the growth of the tumor. Procollagen-lysine,2-oxoglutarate 5-dioxygenase 3 (PLOD3) is involved in the synthesis of collagen and has been associated with a variety of cancers. However, it is unclear how PLOD3 functions in esophageal squamous cell carcinoma (ESCC). METHODS Differentially expressed genes between ESCC and adjacent normal tissues were identified using proteomic and transcriptomic analyses. These genes were then subjected to survival analysis to identify prognostic markers. Immune cell infiltration in the two subgroups was evaluated. Spearman's correlation analysis was performed to examine the correlation between PLOD3 and RBM15 expression in TCGA-ESCC database. shRNA-mediated approach was used to knockdown RBM15 in ESCC cells. The effects of RBM15 knockdown on PLOD3 expression were assessed by real-time PCR and Western blot. Moreover, COX algorithm was employed to construct a prognostic signature. RESULTS PLOD3 was found to be highly expressed in ESCC patients and correlated with a favorable prognosis. Immune cell infiltration estimation indicated tumor-infiltrating CD4+ T cell was increased in PLOD3-high group. Correlation analysis revealed that PLOD3 was associated with RBM15 and was closely related to CD4+ T cell infiltration. Moreover, loss-of-function approaches showed that depletion of RBM15 attenuated PLOD3 expression in ESCC cells. Following univariate and multivariate Cox regression analyses, PLOD3 and RBM15 were identified as a two-gene prognostic signature for ESCC. CONCLUSION RBM15 enhances tumor-infiltrating CD4+ T Cell abundance in ESCC by regulating PLOD3. Two new independent prognostic factors, PLOD3 and RBM15, may be useful in predicting the prognosis of ESCC.
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Affiliation(s)
- Xuyang Lin
- Department of Stomatology, The Affiliated Huai’an No. 1 People’s Hospital of Nanjing Medical UniversityHuai’an 223001, Jiangsu, China
- State Key Laboratory Cultivation Base of Research, Prevention and Treatment for Oral Diseases, Nanjing Medical UniversityNanjing 210000, Jiangsu, China
| | - Xiao Han
- Department of Central Laboratory, The Affiliated Huai’an No. 1 People’s Hospital of Nanjing Medical UniversityHuai’an 223001, Jiangsu, China
| | - Wubi Zhou
- Department of Pathology, The Affiliated Huai’an No. 1 People’s Hospital of Nanjing Medical UniversityHuai’an 223001, Jiangsu, China
| | - Xiaoxia Gong
- School of Life Science and Technology, MOE Key Laboratory of Developmental Genes and Human Diseases, Southeast UniversityNanjing 210000, Jiangsu, China
| | - Yu Zhou
- Department of Medical Oncology, Cancer Center, The Affiliated Huai’an No. 1 People’s Hospital of Nanjing Medical UniversityHuai’an 223001, Jiangsu, China
| | - Qilong Wang
- Department of Central Laboratory, The Affiliated Huai’an No. 1 People’s Hospital of Nanjing Medical UniversityHuai’an 223001, Jiangsu, China
| | - Chengwan Zhang
- Department of Central Laboratory, The Affiliated Huai’an No. 1 People’s Hospital of Nanjing Medical UniversityHuai’an 223001, Jiangsu, China
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Naskar S, Mishra I, Srinath BS, Kumar RV, Veeraiyan D, Melgiri P, P S H, Sastry M, K V, Korlimarla A. Lower expressions of MIR34A and MIR31 in colo-rectal cancer are associated with an enriched immune microenvironment. Pathol Res Pract 2024; 263:155656. [PMID: 39437642 DOI: 10.1016/j.prp.2024.155656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2024] [Revised: 10/07/2024] [Accepted: 10/11/2024] [Indexed: 10/25/2024]
Abstract
INTRODUCTION MicroRNAs (MIRs) play a crucial role in colorectal cancer (CRC) development and metastasis by regulating immune responses. Tumour-infiltrating lymphocytes (TILs) are an important predictive factor in many cancers, but, their association with microRNAs have not been studied well in colorectal cancer. Three microRNAs (MIR34A, MIR31 & MIR21), the roles of which in tumorigenesis is well-studied and which also possess immunomodulatory effect, were identified by extensive literature search. Of these, MIR34A acts as a tumour suppressor, MIR21 is considered an onco-MIR, and MIR31 displays both tumour-suppressing and oncogenic properties, making it ambiguous. This study examines the relationship between these three micro-RNAs and TILs in CRC. MATERIALS & METHODS Conducted over 18 months at a tertiary cancer care hospital in southern India, this unicentric observational study included 69 cases. These cases were analyzed for miR expression using q-RT-PCR, TILs density through hematoxylin & eosin(H&E) slide examination, and p53 and beta-catenin expression via immunohistochemistry (IHC). Correlations between non-parametric variables were assessed using Chi-square and Spearman correlation tests. RESULTS The study found significantly higher MIR34A expression in patients aged 60 years and less (26/41, p=0.024) and a higher prevalence of MIR21 in male patients (23/35, p=0.012). TILs at the tumour advancing front were categorized as low (≤10 %) or high (≥15 %). Among the 36 cases with low TILs, high MIR34A and high MIR31 expressions were observed in 24 cases (p=0.016) and 23 cases (p=0.03), respectively. Conversely, 21 of 33 cases with high TILs had low expressions of both MIR34A and MIR31. High TILs were more common in early-stage CRC (TNM stages I-IIIA), with 20 out of 28 cases, compared to 28 of 41 cases in later stages (IIIB-IVC) exhibiting low TILs (p=0.003). Aberrant p53 expression correlated with lower MIR34A levels, consistent with TCGA data. CONCLUSION Lower MIR34A and MIR31 levels are associated with higher TILs density in CRC. Unlike other cancers where MIR34A has anti-tumour effects, there was no statistically significant correlation between its expression and the pT or TNM stages in this study. Increased TILs being a good prognostic indicator, this suggests MIR34A and MIR31 may help CRC cells evade immune surveillance. Aberrant p53 expression downregulates MIR34A, underscoring the therapeutic potential of miRs.
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Affiliation(s)
- Sudipta Naskar
- Department of Pathology, Sri Shankara Cancer Hospital & Research Centre, Bangalore, India.
| | - Ipseet Mishra
- Department of Surgical Oncology, Sri Shankara Cancer Hospital & Research Centre, Bangalore, India.
| | - B S Srinath
- Department of Surgical Oncology, Sri Shankara Cancer Hospital & Research Centre, Bangalore, India.
| | - Rekha V Kumar
- Department of Histopathology, Sri Shankara Cancer Hospital & Research Centre, Bangalore, India.
| | - Drugadevi Veeraiyan
- Department of Molecular Oncology, Sri Shankara Cancer Hospital & Research Centre, Bangalore, India.
| | - Pooja Melgiri
- Department of Molecular Oncology, Sri Shankara Cancer Hospital & Research Centre, Bangalore, India.
| | - Hari P S
- Department of Molecular Oncology, Sri Shankara Cancer Hospital & Research Centre, Bangalore, India.
| | - Manjunath Sastry
- Department of Surgical Oncology, Sri Shankara Cancer Hospital & Research Centre, Bangalore, India.
| | - Venkatachala K
- Department of Surgical Oncology, Sri Shankara Cancer Hospital & Research Centre, Bangalore, India.
| | - Aruna Korlimarla
- Department of Molecular Oncology, Sri Shankara Cancer Hospital & Research Centre, Bangalore, India.
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Yu B, Kang J, Lei H, Li Z, Yang H, Zhang M. Immunotherapy for colorectal cancer. Front Immunol 2024; 15:1433315. [PMID: 39238638 PMCID: PMC11375682 DOI: 10.3389/fimmu.2024.1433315] [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: 05/16/2024] [Accepted: 07/30/2024] [Indexed: 09/07/2024] Open
Abstract
Colorectal cancer is the third most common cancer and the second most lethal cancer in the world. The main cause of the disease is due to dietary and behavioral factors. The treatment of this complex disease is mainly based on traditional treatments, including surgery, radiotherapy, and chemotherapy. Due to its high prevalence and high morbidity, more effective treatments with fewer side effects are urgently needed. In recent years, immunotherapy has become a potential therapeutic alternative and one of the fastest-developing treatments. Immunotherapy inhibits tumor growth by activating or enhancing the immune system to recognize and attack cancer cells. This review presents the latest immunotherapies for immune checkpoint inhibitors, cell therapy, tumor-infiltrating lymphocytes, and oncolytic viruses. Some of these have shown promising results in clinical trials and are used in clinical treatment.
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Affiliation(s)
- Bing Yu
- Department of the Colorectal Anal Surgery, The Affiliated Taian City Centeral Hospital of Qingdao University, Tai'an, Shandong, China
| | - Jian Kang
- Department of the Colorectal Anal Surgery, The Affiliated Taian City Centeral Hospital of Qingdao University, Tai'an, Shandong, China
| | - Hong Lei
- Department of the Colorectal Anal Surgery, The Affiliated Taian City Centeral Hospital of Qingdao University, Tai'an, Shandong, China
| | - Zhe Li
- Department of the Colorectal Anal Surgery, The Affiliated Taian City Centeral Hospital of Qingdao University, Tai'an, Shandong, China
| | - Hao Yang
- Department of the Colorectal Anal Surgery, The Affiliated Taian City Centeral Hospital of Qingdao University, Tai'an, Shandong, China
| | - Meng Zhang
- Department of the Colorectal Anal Surgery, The Affiliated Taian City Centeral Hospital of Qingdao University, Tai'an, Shandong, China
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He T, Hu C, Li S, Fan Y, Xie F, Sun X, Jiang Q, Chen W, Jia Y, Li W. The role of CD8 + T-cells in colorectal cancer immunotherapy. Heliyon 2024; 10:e33144. [PMID: 39005910 PMCID: PMC11239598 DOI: 10.1016/j.heliyon.2024.e33144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 06/13/2024] [Accepted: 06/14/2024] [Indexed: 07/16/2024] Open
Abstract
Immunotherapy has been an advanced and effective approach to treating various types of solid tumors in recent years, and the most successful strategy is immune checkpoint inhibitors (ICIs), which have shown beneficial effects in patients with colorectal cancer (CRC). Drug resistance to ICIs is usually associated with CD8+ T-cells targeting tumor antigens; thus, CD8+ T-cells play an important role in immunotherapy. Unfortunately, Under continuous antigen stimulation, tumor microenvironment(TME), hypoxia and other problems it leads to insufficient infiltration of CD8+ T-cells, low efficacy and mechanism exhaustion, which have become obstacles to immunotherapy. Thus, this article describes the relationship between CRC and the immune system, focuses on the process of CD8+ T-cells production, activation, transport, killing, and exhaustion, and expounds on related mechanisms leading to CD8+ T-cells exhaustion. Finally, this article summarizes the latest strategies and methods in recent years, focusing on improving the infiltration, efficacy, and exhaustion of CD8+ T-cells, which may help to overcome the barriers to immunotherapy.
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Affiliation(s)
- Tao He
- The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou City, Sichuan Province, China
| | - Chencheng Hu
- The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou City, Sichuan Province, China
| | - Shichao Li
- The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou City, Sichuan Province, China
| | - Yao Fan
- The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou City, Sichuan Province, China
| | - Fei Xie
- The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou City, Sichuan Province, China
| | - Xin Sun
- The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou City, Sichuan Province, China
| | - Qingfeng Jiang
- The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou City, Sichuan Province, China
| | - Weidong Chen
- The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou City, Sichuan Province, China
| | - Yingtian Jia
- The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou City, Sichuan Province, China
| | - Wusheng Li
- The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou City, Sichuan Province, China
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8
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Tang H, Wu H, Jian Y, Ji T, Wu B, Wu Y, Wang P, Cao T. Immune effector dysfunction signatures predict outcomes in patients with colorectal cancer. Int Immunopharmacol 2024; 132:111949. [PMID: 38552290 DOI: 10.1016/j.intimp.2024.111949] [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: 01/06/2024] [Revised: 03/22/2024] [Accepted: 03/26/2024] [Indexed: 05/01/2024]
Abstract
BACKGROUND Immune effector dysfunction (IED) is mainly manifested as immune exhaustion and senescence, which are the primary obstacles to the success of cancer immunotherapy. In the current study, we characterized the prognostic relevance of IED signatures in patients with colorectal cancer (CRC). METHODS Immunohistochemistry (IHC) data of CRC tissue samples from 41 newly diagnosed patients in our clinical center (HDPH cohort) were used to investigate the prognostic importance of IED signatures. The results were validated by the RNA sequencing data of 372 CRC patients from the Cancer Genome Atlas (TCGA) database. RESULTS In the HDPH cohorts, high Natural Killer (NK) and CD8+ tumor-infiltrating lymphocytes (TILs) were associated with poor overall survival (OS) and relapse-free survival (RFS) in CRC patients. Optimal IED signatures, including high expression of CCR9, ISG20, and low expression of ICOS, and CACNA2D2, predicted poor OS and RFS. Moreover, high-risk scores estimated by a weighted combination of these four IED genes were associated with poor OS and RFS. Notably, risk stratification was constructed by combining risk score and tumor node metastasis (TNM) stage better than TNM stage alone in predicting OS and RFS for CRC patients. The above results were confirmed in the TCGA cohort. CONCLUSION CCR9, ISG20, ICOS, and CACNA2D2 were optimal IED signatures for predicting the outcomes of CRC patients, which might be a potential biomarker for prognostic stratification and designing novel CRC therapy.
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Affiliation(s)
- Haifeng Tang
- The Third School of Clinical Medicine, Southern Medical University, Guangzhou 516006, China; Department of General Surgery, Huadu District People's Hospital of Guangzhou, Guangzhou 510810, China
| | - Hongsheng Wu
- The Third School of Clinical Medicine, Southern Medical University, Guangzhou 516006, China; Department of General Surgery, Huadu District People's Hospital of Guangzhou, Guangzhou 510810, China
| | - Yueju Jian
- The Third School of Clinical Medicine, Southern Medical University, Guangzhou 516006, China; Department of General Surgery, Huadu District People's Hospital of Guangzhou, Guangzhou 510810, China
| | - Tengfei Ji
- The Third School of Clinical Medicine, Southern Medical University, Guangzhou 516006, China; Department of General Surgery, Huadu District People's Hospital of Guangzhou, Guangzhou 510810, China
| | - Biwen Wu
- Department of Oncology, Guangzhou First People's Hospital, South China University of Technology, Guangzhou 510180, China
| | - Yong Wu
- Department of Oncology, Guangzhou First People's Hospital, South China University of Technology, Guangzhou 510180, China.
| | - Peipei Wang
- Department of Oncology, Guangzhou First People's Hospital, South China University of Technology, Guangzhou 510180, China; School of Biomedical Sciences and Engineering, Guangzhou International Campus, South China University of Technology, Guangzhou 511442, China.
| | - Tiansheng Cao
- The Third School of Clinical Medicine, Southern Medical University, Guangzhou 516006, China; Department of General Surgery, Huadu District People's Hospital of Guangzhou, Guangzhou 510810, China.
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Lee JW, Ahn H, Yoo ID, Hong SP, Baek MJ, Kang DH, Lee SM. Relationship of FDG PET/CT imaging features with tumor immune microenvironment and prognosis in colorectal cancer: a retrospective study. Cancer Imaging 2024; 24:53. [PMID: 38627864 PMCID: PMC11020988 DOI: 10.1186/s40644-024-00698-4] [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] [Received: 02/07/2024] [Accepted: 04/09/2024] [Indexed: 04/19/2024] Open
Abstract
BACKGROUND Imaging features of colorectal cancers on 2-deoxy-2-[18F]fluoro-d-glucose (FDG) positron emission tomography/computed tomography (PET/CT) have been considered to be affected by tumor characteristics and tumor immune microenvironment. However, the relationship between PET/CT imaging features and immune reactions in tumor tissue has not yet been fully evaluated. This study investigated the association of FDG PET/CT imaging features in the tumor, bone marrow, and spleen with immunohistochemical results of cancer tissue and recurrence-free survival (RFS) in patients with colorectal cancer. METHODS A total of 119 patients with colorectal cancer who underwent FDG PET/CT for staging work-up and received curative surgical resection were retrospectively enrolled. From PET/CT images, 10 first-order imaging features of primary tumors, including intensity of FDG uptake, volumetric metabolic parameters, and metabolic heterogeneity parameters, as well as FDG uptake in the bone marrow and spleen were measured. The degrees of CD4+, CD8+, and CD163 + cell infiltration and interleukin-6 (IL-6) and matrix metalloproteinase-11 (MMP-11) expression were graded through immunohistochemical analysis of surgical specimens. The relationship between FDG PET/CT imaging features and immunohistochemical results was assessed, and prognostic significance of PET/CT imaging features in predicting RFS was evaluated. RESULTS Correlation analysis with immunohistochemistry findings showed that the degrees of CD4 + and CD163 + cell infiltration and IL-6 and MMP-11 expression were correlated with cancer imaging features on PET/CT. Patients with enhanced inflammatory response in cancer tissue demonstrated increased FDG uptake, volumetric metabolic parameters, and metabolic heterogeneity. FDG uptake in the bone marrow and spleen was positively correlated with the degree of CD163 + cell infiltration and IL-6 expression, respectively. In multivariate survival analysis, the coefficient of variation of FDG uptake in the tumor (p = 0.019; hazard ratio, 0.484 for 0.10 increase) and spleen-to-liver uptake ratio (p = 0.020; hazard ratio, 24.901 for 1.0 increase) were significant independent predictors of RFS. CONCLUSIONS The metabolic heterogeneity of tumors and FDG uptake in the spleen were correlated with tumor immune microenvironment and showed prognostic significance in predicting RFS in patients with colorectal cancer.
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Affiliation(s)
- Jeong Won Lee
- Department of Nuclear Medicine, Soonchunhyang University Cheonan Hospital, 31 Suncheonhyang 6-gil, Dongnam- gu, 31151, Cheonan, Korea
| | - Hyein Ahn
- Department of Pathology, CHA Gangnam Medical Center, CHA University School of Medicine, 569 Nonhyon-ro, Gangnam-gu, 06135, Seoul, Korea
| | - Ik Dong Yoo
- Department of Nuclear Medicine, Soonchunhyang University Cheonan Hospital, 31 Suncheonhyang 6-gil, Dongnam- gu, 31151, Cheonan, Korea
| | - Sun-Pyo Hong
- Department of Nuclear Medicine, Soonchunhyang University Cheonan Hospital, 31 Suncheonhyang 6-gil, Dongnam- gu, 31151, Cheonan, Korea
| | - Moo-Jun Baek
- Department of Surgery, College of Medicine, Soonchunhyang University Cheonan Hospital, 31 Suncheonhyang 6- gil, Dongnam-gu, 31151, Cheonan, Korea
| | - Dong Hyun Kang
- Department of Colorectal surgery, College of Medicine, Soonchunhyang University Cheonan Hospital, 31 Suncheonhyang 6-gil, Dongnam-gu, 31151, Cheonan, Korea
| | - Sang Mi Lee
- Department of Nuclear Medicine, Soonchunhyang University Cheonan Hospital, 31 Suncheonhyang 6-gil, Dongnam- gu, 31151, Cheonan, Korea.
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10
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Zhang FB, Gan L, Zhu TH, Ding HQ, Wu CH, Guan YT, Chen XQ. Pan-cancer analyses reveal genomics and clinical outcome association of the fatty acid oxidation regulators in cancer. Heliyon 2024; 10:e28441. [PMID: 38590909 PMCID: PMC10999922 DOI: 10.1016/j.heliyon.2024.e28441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 03/14/2024] [Accepted: 03/19/2024] [Indexed: 04/10/2024] Open
Abstract
Background Fatty acid oxidation (FAO) is considered to play a vital part in tumor metabolic reprogramming. But the comprehensive description of FAO dysregulation in tumors has not been unknown. Methods We obtained FAO genes, RNA-seq data and clinical information from the Msigdb, TCGA and GTEx databases. We assessed their prognosis value using univariate cox analysis, survival analysis and Kaplan-Meier curve. We determined the function of FAO genes using gene set variation analysis. The correlation analysis was calculated by corrplot R package. Immunotherapy response was assessed through TIDE scores. The protein expression levels of FAO genes were validated using immunohistochemistry (IHC). Results The FAO scores were highest in COAD but lowest in PCPG. FAO scores were significantly associated with the prognosis of some cancers in OS, DSS, DFI and PFI. Besides, gene set variation analysis identified that FAO scores were related to immune-related pathways, and immune infiltration analysis showed FAO scores were positively related to cancer-associated fibroblasts and various immune-related genes. TIDE scores were significantly decreased in ACC, CHOL, ESCA, GBM, LAML, SARC, SKCM and THCA compared with normal samples, while it was significantly increased in BLCA, LUAD, LUSC, PCPG, PRAD and STAD. Besides, most FAO genes were downregulated in pan-cancer compared with normal samples. Moreover, we found copy number variation (CNV) of FAO genes played a positive role in their mRNA expression, while methylation was negative. We determined FAO genes were closely related to some drugs in pan-cancer. Conclusions FAO score is a novel and promising factor for predicting outcomes.
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Affiliation(s)
- Fu-bin Zhang
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Ningbo University, Ningbo, 315010, China
| | - Lei Gan
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Ningbo University, Ningbo, 315010, China
| | - Tian-hong Zhu
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Ningbo University, Ningbo, 315010, China
| | - Hui-qing Ding
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Ningbo University, Ningbo, 315010, China
| | - Cheng-hao Wu
- Department of Obstetrics and Gynecology, Tongji Hospital, Tongji University School of Medicine, No.389 Xincun Road, Shanghai, 200065, China
| | - Yu-tao Guan
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Ningbo University, Ningbo, 315010, China
| | - Xue-qin Chen
- Department of Traditional Chinese Medicine, The First Affiliated Hospital of Ningbo University, Ningbo, 315010, China
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11
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Zemanek T, Nova Z, Nicodemou A. Tumor-Infiltrating Lymphocytes and Adoptive Cell Therapy: State of the Art in Colorectal, Breast and Lung Cancer. Physiol Res 2023; 72:S209-S224. [PMID: 37888965 PMCID: PMC10669950 DOI: 10.33549/physiolres.935155] [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: 05/02/2023] [Accepted: 06/07/2023] [Indexed: 12/01/2023] Open
Abstract
Our knowledge of tumor-infiltrating lymphocytes (TILs) is dramatically expanding. These cells have proven prognostic and therapeutic value for many cancer outcomes and potential to treat also disseminated breast, colorectal, or lung cancer. However, the therapeutical outcome of TILs is negatively affected by tumor mutational burden and neoantigens. On the other hand, it can be improved in combination with checkpoint blockade therapy. This knowledge and rapid detection techniques alongside gene editing allow us to classify and modify T cells in many ways. Hence, to tailor them precisely to the patient´s needs as to program T cell receptors to recognize specific tumor-associated neoantigens and to insert them into lymphocytes or to select tumor neoantigen-specific T cells, for the development of vaccines that recognize tumor-specific antigens in tumors or metastases. Further studies and clinical trials in the field are needed for an even better-detailed understanding of TILs interactions and aiming in the fight against multiple cancers.
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Affiliation(s)
- T Zemanek
- Lambda Life, Bratislava, Slovak Republic.
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12
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Li J, Zhu N, Wang C, You L, Guo W, Yuan Z, Qi S, Zhao H, Yu J, Huang Y. Preoperative albumin-to-globulin ratio and prognostic nutritional index predict the prognosis of colorectal cancer: a retrospective study. Sci Rep 2023; 13:17272. [PMID: 37828259 PMCID: PMC10570287 DOI: 10.1038/s41598-023-43391-5] [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: 06/05/2023] [Accepted: 09/22/2023] [Indexed: 10/14/2023] Open
Abstract
The immunonutritional status has important effects on outcomes for cancer patients. Albumin-to-globulin ratio (AGR) and the prognostic nutrition index (PNI) are often used to assess the immunonutritional status of cancer patients. However, the clinical significance of these factors in colorectal cancer (CRC) remains unclear. We aimed to evaluate the clinical significance of the AGR and PNI in CRC. We reviewed the clinical data of 511 patients with CRC in two hospitals. Data from one institution was used as the training cohort. The optimal cutoff values for AGR and PNI in the training cohort were 1.4 and 48.65, respectively. Patients in both the low AGR and low PNI groups had poor overall survival (OS) and progression-free survival (PFS), while those in the low AGR-low PNI group had the lowest OS and PFS. Multivariate analysis revealed that preoperative AGR, preoperative PNI, gross type, and TNM stage were independent prognostic factors influencing OS in patients with CRC. Preoperative AGR, preoperative PNI, and TNM stage were independently associated with PFS in patients with CRC. According to the results of multivariate analysis in the training cohort, we developed the nomograms for OS and PFS and performed internal and external validation, which showed good prediction ability of the nomograms. In conclusion, preoperative AGR and PNI can be used as effective indicators to predict survival for patients with CRC. AGR and PNI may help develop effective adjuvant-therapy schedules.
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Affiliation(s)
- JunHu Li
- Department of General Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Na Zhu
- Department of Phase I Clinical Research, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Cheng Wang
- Department of General Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - LiuPing You
- Department of General Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - WenLong Guo
- Department of General Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - ZhiHan Yuan
- Department of General Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Shuai Qi
- Department of General Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - HanZheng Zhao
- Department of General Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - JiaYong Yu
- Department of General Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - YueNan Huang
- Department of General Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.
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13
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Lu J, Huang C, He R, Xie R, Li Y, Guo X, Zhang Q, Xu Q. CD4 -/CD8 - double-negative tumor-infiltrating lymphocytes expanded from solid tumor tissue suppress the proliferation of tumor cells in an MHC-independent way. J Cancer Res Clin Oncol 2023; 149:9007-9016. [PMID: 37165118 DOI: 10.1007/s00432-023-04823-x] [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: 03/24/2023] [Accepted: 04/27/2023] [Indexed: 05/12/2023]
Abstract
PURPOSE Tumor-infiltrating lymphocytes (TILs) have shown remarkable clinical responses in some patients with advanced solid tumors. As a rare subset of TILs, CD4-/CD8- double-negative T cells (DNTs) were poorly known. This study aims to investigate the characteristics and function of CD3+CD4-CD8- TILs (double-negative TIL, DN-TILs) derived from solid tumor. METHODS DN-TILs were derived and expanded ex vivo from resected gastric carcinoma tissue and phenotyped by flow cytometry. The cytotoxicity of DN-TILs was determined against established tumor cell lines in vitro or through in vivo adoptive transfer into xenograft models. K562 cells were transferred with the HLA gene to verify whether the cytotoxicity of DN-TILs was MHC-independent. RESULTS Flow cytometric analysis revealed a high-purity population of DN-TILs (> 97%) within CD3+ TILs, which expanded more than 800-folds in 2 weeks, consisting of a mixture of alpha-beta (αβ) and gamma-delta (γδ) T-cell receptor (TCR)-expressing cells (with the majority being αβ-TCR, > 95%). Using single-cell RNA sequencing, the expanded DN-TILs were categorized into four main subsets, Natural Killer T cells (approximately 80%, 5563 in 7028), Progenitor cells, Germ cells and T helper2 cells. DN-TILs exhibited a broad anticancer cytotoxicity in a donor-unrestricted manner against various cancer cell lines derived from pancreatic cancer (Panc-1), gastric cancer (HGC-27), ovarian cancer (SKOV-3), malignant melanoma (A375). The cytotoxicity was MHC-independent, which was not altered in K562 transferring with HLA gene or not. DN-TILs significantly reduced tumor volume in xenograft models with superior tumor-homing ability and low off-target toxicity. CONCLUSION Gastric carcinoma derived DN-TIL can target tumor cells in vitro and in vivo. DN-TILs have the potential to be used as a adoptive cell therapy for solid cancers with both the advantages of DNT and TIL.
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Affiliation(s)
- Jingyi Lu
- Departmalet of Medical Oncology, Shanghai Tenth People's Hospital, Tongji University Cancer Center, School of Medicine, Tongji University, Shanghai, 200072, China
- Tongji University Cancer Center, Shanghai, China
| | - Chen Huang
- Shanghai Juncell Biotechnology Co., LTD, Shanghai, China
| | - Rong He
- Departmalet of Medical Oncology, Shanghai Tenth People's Hospital, Tongji University Cancer Center, School of Medicine, Tongji University, Shanghai, 200072, China
- Tongji University Cancer Center, Shanghai, China
| | - Rongjia Xie
- Departmalet of Medical Oncology, Shanghai Tenth People's Hospital, Tongji University Cancer Center, School of Medicine, Tongji University, Shanghai, 200072, China
- Tongji University Cancer Center, Shanghai, China
| | - Yue Li
- Shanghai Tumor Cell Therapy Technology Innovation Center, Shanghai, China
| | - Xianling Guo
- Departmalet of Medical Oncology, Shanghai Tenth People's Hospital, Tongji University Cancer Center, School of Medicine, Tongji University, Shanghai, 200072, China
- Tongji University Cancer Center, Shanghai, China
| | - Qian Zhang
- Department of Biotherapy, Eastern Hepatobiliary Surgery Hospital, Shanghai, China
| | - Qing Xu
- Departmalet of Medical Oncology, Shanghai Tenth People's Hospital, Tongji University Cancer Center, School of Medicine, Tongji University, Shanghai, 200072, China.
- Tongji University Cancer Center, Shanghai, China.
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