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Duan Y, Zhang H, Tan T, Ye W, Yin K, Yu Y, Kang M, Yang J, Liao R. The immune response of hepatocellular carcinoma after locoregional and systemic therapies: The available combination option for immunotherapy. Biosci Trends 2024; 17:427-444. [PMID: 37981319 DOI: 10.5582/bst.2023.01275] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2023]
Abstract
Hepatocellular carcinoma (HCC) is associated with a highly heterogeneous immune environment that produces an immune response to various locoregional treatments (LRTs), which in turn affects the effectiveness of immunotherapy. Although LRTs still dominate HCC therapies, 50-60% of patients will ultimately be treated with systemic therapies and might receive those treatments for the rest of their life. TACE, SIRT, and thermal ablation can dramatically increase the immunosuppressive state of HCC, a condition that can be addressed by combination with immunotherapy to restore the activity of lymphocytes and the secretion of cellular immune factors. Immune treatment with locoregional and systemic treatments has dramatically changed the management of HCC. In this review, we examine the research on the changes in the immune microenvironment after locoregional or systemic treatment. We also summarize the regulation of various immune cells and immune factors in the tumor microenvironment and discuss the different infiltration degrees of immune cells and factors on the prognosis of HCC to better compare the efficacy between different treatment methods from the perspective of the tumor microenvironment. This information can be used to help develop treatment options for the upcoming new era of HCC treatment in the future.
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Affiliation(s)
- Yuxin Duan
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Hua Zhang
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Tao Tan
- Chongqing Health Statistics Information Center, Chongqing, China
| | - Wentao Ye
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Kunli Yin
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yanxi Yu
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Meiqing Kang
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jian Yang
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Rui Liao
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
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Chen QF, Lyu N, Wang X, Jiang XY, Hu Y, Chen S, Zhong SX, Huang ZL, Chen M, Zhao M. Cost-effectiveness and prognostic model of hepatic arterial infusion chemotherapy for hepatocellular carcinoma with high tumor burden and/or Vp4 tumor thrombus compared with sorafenib: a post-hoc analysis of the FOHAIC-1 trial. Int J Surg 2023; 109:3929-3939. [PMID: 37678272 PMCID: PMC10720800 DOI: 10.1097/js9.0000000000000683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 08/06/2023] [Indexed: 09/09/2023]
Abstract
OBJECTIVES The phase III FOHAIC-1 trial revealed that hepatic arterial infusion of chemotherapy (HAIC) improved overall survival compared to sorafenib in the high-risk hepatocellular carcinoma (HCC). This study therefore set out to evaluate the cost-effectiveness and establish a prognostic clinico-radiological score of HAIC. MATERIALS AND METHODS A total of 409 patients with high-risk HCC who received HAIC between 2014 and 2020 were included. A Markov model was applied in the cost-effectiveness analysis using data from the FOHAIC-1 trial. In prognosis analysis, a clinico-radiological score was developed using a Cox-regression model and subsequently confirmed in the internal validation and test cohorts. The area under the curve from receiver operator characteristic analysis was used to assess the performance of the clinico-radiological score. RESULTS HAIC resulted in an incremental cost-effectiveness ratio of $10190.41/quality-adjusted life years compared to sorafenib, which was lower than the willingness-to-pay threshold. Probabilistic sensitivity analysis predicted a ≥99.9% probability that the incremental cost-effectiveness ratio was below the willingness-to-pay. The Cox analysis identified five factors, namely extrahepatic metastasis (m), arterial enhancing type (a), tumor number (nu), albumin-bilirubin index (a), and involved lobe (l), which together comprise the clinico-radiological score (HAIC-manual). Patients were classified into three groups based on the number of factors present, with cutoffs at 2 and 4 factors. The stratified median overall survival for these groups were 21.6, 10.0, and 5.9 months, respectively ( P <0.001). These findings were verified through internal validation and test cohorts with a significance level of P ≤0.01. The time-dependent area under the curve from receiver operator characteristic for the ability of the HAIC-manual to predict survival in 1, 2, and 3 years were 0.71, 0.76, and 0.78, which significantly outperformed existing staging systems. CONCLUSION HAIC is a promising and cost-effective strategy for patients with high-risk HCC. The clinico-radiological score may be a simple prognostic tool for predicting HAIC treatment.
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Affiliation(s)
- Qi-Feng Chen
- Department of Minimally Invasive Interventional Therapy, Liver Cancer Study and Service Group
- Collaborative Innovation Center for Cancer Medicine
- State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, People's Republic of China
| | - Ning Lyu
- Department of Minimally Invasive Interventional Therapy, Liver Cancer Study and Service Group
- Collaborative Innovation Center for Cancer Medicine
- State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, People's Republic of China
| | - Xun Wang
- Department of Minimally Invasive Interventional Therapy, Liver Cancer Study and Service Group
- Collaborative Innovation Center for Cancer Medicine
- State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, People's Republic of China
| | - Xiong-Ying Jiang
- Department of Minimally Invasive Interventional Therapy, Liver Cancer Study and Service Group
- Collaborative Innovation Center for Cancer Medicine
- State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, People's Republic of China
| | - Yue Hu
- Department of Minimally Invasive Interventional Therapy, Liver Cancer Study and Service Group
- Collaborative Innovation Center for Cancer Medicine
- State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, People's Republic of China
| | - Song Chen
- Department of Minimally Invasive Interventional Therapy, Liver Cancer Study and Service Group
- Collaborative Innovation Center for Cancer Medicine
- State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, People's Republic of China
| | - Sui-Xing Zhong
- Department of Minimally Invasive Interventional Therapy, Liver Cancer Study and Service Group
- Collaborative Innovation Center for Cancer Medicine
- State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, People's Republic of China
| | - Zi-Lin Huang
- Department of Minimally Invasive Interventional Therapy, Liver Cancer Study and Service Group
- Collaborative Innovation Center for Cancer Medicine
- State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, People's Republic of China
| | - Minshan Chen
- Department of Liver Surgery, Sun Yat-sen University Cancer Center
- Collaborative Innovation Center for Cancer Medicine
- State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, People's Republic of China
| | - Ming Zhao
- Department of Minimally Invasive Interventional Therapy, Liver Cancer Study and Service Group
- Collaborative Innovation Center for Cancer Medicine
- State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, People's Republic of China
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Zhao Y, Huang F, Liu S, Jian L, Xia X, Lin H, Liu J. Prediction of therapeutic response of unresectable hepatocellular carcinoma to hepatic arterial infusion chemotherapy based on pretherapeutic MRI radiomics and Albumin-Bilirubin score. J Cancer Res Clin Oncol 2022:10.1007/s00432-022-04467-3. [DOI: 10.1007/s00432-022-04467-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2022] [Accepted: 11/04/2022] [Indexed: 11/13/2022]
Abstract
Abstract
Purpose
To construct and validate a combined nomogram model based on magnetic resonance imaging (MRI) radiomics and Albumin-Bilirubin (ALBI) score to predict therapeutic response in unresectable hepatocellular carcinoma (HCC) patients treated with hepatic arterial infusion chemotherapy (HAIC).
Methods
The retrospective study was conducted on 112 unresectable HCC patients who underwent pretherapeutic MRI examinations. Patients were randomly divided into training (n = 79) and validation cohorts (n = 33). A total of 396 radiomics features were extracted from the volume of interest of the primary lesion by the Artificial Kit software. The least absolute shrinkage and selection operator (LASSO) regression was applied to identify optimal radiomic features. After feature selection, three models, including the clinical, radiomics, and combined models, were developed to predict the non-response of unresectable HCC to HAIC treatment. The performance of these models was evaluated by the receiver operating characteristic curve. According to the most efficient model, a nomogram was established, and the performance of which was also assessed by calibration curve and decision curve analysis. Kaplan–Meier curve and log-rank test were performed to evaluate the Progression-free survival (PFS).
Results
Using the LASSO regression, we ultimately selected three radiomics features from T2-weighted images to construct the radiomics score (Radscore). Only the ALBI score was an independent factor associated with non-response in the clinical model (P = 0.033). The combined model, which included the ALBI score and Radscore, achieved better performance in the prediction of non-response, with an AUC of 0.79 (95% CI 0.68–0.90) and 0.75 (95% CI 0.58–0.92) in the training and validation cohorts, respectively. The nomogram based on the combined model also had good discrimination and calibration (P = 0.519 for the training cohort and P = 0.389 for the validation cohort). The Kaplan–Meier analysis also demonstrate that the high-score patients had significantly shorter PFS than the low-score patients (P = 0.031) in the combined model, with median PFS 6.0 vs 9.0 months.
Conclusion
The nomogram based on the combined model consisting of MRI radiomics and ALBI score could be used as a biomarker to predict the therapeutic response of unresectable HCC after HAIC.
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Kondo Y, Morosawa T, Minami S, Tanaka Y. DEB-TACE combined with hepatic artery infusion chemotherapy might be an affordable treatment option for advanced stage of HCC. Sci Rep 2022; 12:16868. [PMID: 36207618 PMCID: PMC9547057 DOI: 10.1038/s41598-022-21472-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 09/27/2022] [Indexed: 12/31/2022] Open
Abstract
Alternative treatment modalities are necessary because of the low response rates and unsuitability of molecular-targeted agents (MTA) and/or immune checkpoint inhibitors (iCIs) in HCC patients. Therefore, we analyzed whether drug-eluting beads (DEB)-transcatheter arterial chemoembolization (TACE) with low-dose-FP (Ultra-FP) therapy could improve the efficacy and safety of treatment in difficult-to-treat HCC patients, especially those with advanced stage HCC. From November 2017 to April 2021, 118 consecutive patients with non-resectable difficult-to-treat HCC were included in this study. All patients were treated with Ultra-FP therapy. After the weak DEB-TACE procedure, we administered low-dose FP for 2 weeks followed by resting for 4 weeks. The numbers of HCC patients CR/PR/SD/PD induced by Ultra-FP therapy were 36/52/17/13 (Modified RECIST) patients, respectively. The objective response rate of Ultra-FP therapy was 74.6% (88/118 patients). Tumor marker reduction was observed in 81.4% (96/118 patients). The objective response rate (ORR) in the HCC patients with portal vein tumor thrombosis (PVTT) was 75% (18/24 patients). Median overall survival (mOS) of all included HCC patients was 738 days. The mOS of HCC patients with PVTT (-)/PVTT (+) was 816 days/718 days. The proportion of patients based on ALBI grade system was not significantly different between pre- and after 3 course Ultra-FP therapy. Ultra-FP therapy might be an affordable treatment option for difficult-to-treat advanced HCC. ORR and overall survival after receiving Ultra-FP therapy were remarkable in comparison to various kinds of systemic therapy including MTA and iCIs.
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Affiliation(s)
- Yasuteru Kondo
- grid.415501.4Department of Hepatology, Sendai Kousei Hospital, Sendai, Japan ,grid.411152.20000 0004 0407 1295Department of Gastroenterology, Kumamoto University Hospital, Kumamoto, Japan
| | - Tatsuki Morosawa
- grid.415501.4Department of Hepatology, Sendai Kousei Hospital, Sendai, Japan
| | - Soichiro Minami
- grid.415501.4Department of Hepatology, Sendai Kousei Hospital, Sendai, Japan
| | - Yasuhito Tanaka
- grid.411152.20000 0004 0407 1295Department of Gastroenterology, Kumamoto University Hospital, Kumamoto, Japan
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Takaya H, Namisaki T, Asada S, Iwai S, Kubo T, Suzuki J, Enomoto M, Tsuji Y, Fujinaga Y, Nishimura N, Sawada Y, Kaji K, Kawaratani H, Moriya K, Akahane T, Matsumoto M, Yoshiji H. ADAMTS13, VWF, and Endotoxin Are Interrelated and Associated with the Severity of Liver Cirrhosis via Hypercoagulability. J Clin Med 2022; 11:1835. [PMID: 35407443 PMCID: PMC8999602 DOI: 10.3390/jcm11071835] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 03/11/2022] [Accepted: 03/22/2022] [Indexed: 02/04/2023] Open
Abstract
ADAMTS13 specifically cleaves the multimeric von Willebrand factor (VWF), and an imbalance between ADAMTS13 activity (ADAMTS13:AC) and VWF antigen (VWF:Ag) levels is associated with the severity of liver cirrhosis (LC). However, the reason for this imbalance in patients with LC is unknown. This study investigated the relationship among ADAMTS13:AC, VWF:Ag, and endotoxin (Et) levels in patients with LC. ADAMTS13:AC and VWF:Ag levels were determined using ELISA, whereas Et levels were estimated using a chromogenic substrate assay. The levels of ADAMTS13 inhibitor (ADAMTS13:INH) were evaluated by measuring the extent that heat-inactivated patient’s plasma reduces the ADAMTS13:AC of the control. The status (degraded, normal, or unusually large [UL]) of the VWF multimer (VWFM) was determined through vertical agarose gel electrophoresis. ADAMTS13:AC, VWF:Ag, and Et levels decreased, increased, and increased, respectively, with the severity of LC. Patients with cirrhosis with high Et levels had lower and higher ADAMTS13:AC and VWF:Ag levels, respectively, than those with low Et levels. Patients with cirrhosis with detectable ADAMTS13:INH had higher Et levels than those with undetectable ADAMTS13:INH. Patients whose VWFM was either normal or UL had higher Et levels than those with degraded VWFM. In conclusion, ADAMTS13, VWF, and Et may be interrelated and associated with the severity of LC via hypercoagulability.
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Colonne CK, Favaloro EJ, Pasalic L. The Intriguing Connections between von Willebrand Factor, ADAMTS13 and Cancer. Healthcare (Basel) 2022; 10:557. [PMID: 35327035 PMCID: PMC8953111 DOI: 10.3390/healthcare10030557] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Revised: 03/06/2022] [Accepted: 03/14/2022] [Indexed: 12/21/2022] Open
Abstract
von Willebrand factor (VWF) is a complex and large protein that is cleaved by ADAMTS13 (a disintegrin and metalloproteinase with thrombospondin type 1 motif, member 13), and together they serve important roles in normal hemostasis. Malignancy can result in both a deficiency or excess of VWF, leading to aberrant hemostasis with either increased bleeding or thrombotic complications, as respectively seen with acquired von Willebrand syndrome and cancer-associated venous thromboembolism. There is emerging evidence to suggest VWF also plays a role in inflammation, angiogenesis and tumor biology, and it is likely that VWF promotes tumor metastasis. High VWF levels have been documented in a number of malignancies and in some cases correlate with more advanced disease and poor prognosis. Tumor cells can induce endothelial cells to release VWF and certain tumor cells have the capacity for de novo expression of VWF, leading to a proinflammatory microenvironment that is likely conducive to tumor progression, metastasis and micro-thrombosis. VWF can facilitate tumor cell adhesion to endothelial cells and aids with the recruitment of platelets into the tumor microenvironment, where tumor/platelet aggregates are able to form and facilitate hematogenous spread of cancer. As ADAMTS13 moderates VWF level and activity, it too is potentially involved in the pathophysiology of these events. VWF and ADAMTS13 have been explored as tumor biomarkers for the detection and prognostication of certain malignancies; however, the results are underdeveloped and so currently not utilized for clinical use. Further studies addressing the basic science mechanisms and real word epidemiology are required to better appreciate the intriguing connections between VWF, ADAMTS13 and malignancy. A better understanding of the role VWF and ADAMTS13 play in the promotion and inhibition of cancer and its metastasis will help direct further translational studies to aid with the development of novel cancer prognostic tools and treatment modalities.
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Takaya H, Namisaki T, Takeda S, Kaji K, Ogawa H, Ishida K, Tsuji Y, Takagi H, Ozutsumi T, Fujinaga Y, Furukawa M, Kitagawa K, Nishimura N, Sawada Y, Shimozato N, Kawaratani H, Moriya K, Akahane T, Mitoro A, Yoshiji H. The Combination of Albumin-Bilirubin Score and Prothrombin Time Is a Useful Tool for Predicting Liver Dysfunction after Transcatheter Arterial Chemoembolization in Child-Pugh Class A Patients with Hepatocellular Carcinoma within Up-to-Seven Criteria. J Clin Med 2021; 10:jcm10214838. [PMID: 34768358 PMCID: PMC8585112 DOI: 10.3390/jcm10214838] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 10/13/2021] [Accepted: 10/19/2021] [Indexed: 02/07/2023] Open
Abstract
Mortality and recurrence rates of hepatocellular carcinoma (HCC) are high. Recent studies show that for patients with HCC beyond up-to-seven criteria, treatment with molecular-targeted agents (MTAs) is recommended because the treatment efficiency of transcatheter arterial chemoembolization (TACE) is poor; further, TACE increases decline in liver function. However, the relationship between TACE and liver function decline in patients with HCC within up-to-seven criteria has not been clarified. Hence, we aimed to investigate this relationship. This retrospective observational study included 189 HCC tumors within up-to-seven criteria in 114 Child–Pugh class A patients. Twenty-four (12.7%) tumors were changed from Child–Pugh class A to B after TACE, and 116 (61.4%) tumors exhibited recurrence within 6 months after TACE. Prothrombin time (PT) and albumin–bilirubin (ALBI) score before TACE were significantly associated with liver dysfunction from Child–Pugh class A to B. The combination of PT and ALBI score before TACE had high predictive ability for liver dysfunction from Child–Pugh class A to B after TACE (specificity = 100%, sensitivity = 91.7%). The combined use of pre-TACE PT and ALBI score has a high predictive ability for liver dysfunction after TACE for Child–Pugh class A patients with HCC within up-to-seven criteria.
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Cotter AH, Yang SJT, Shafi H, Cotter TM, Palmer-Toy DE. Elevated von Willebrand Factor Antigen is an Early Predictor of Mortality and Prolonged Length of Stay for Coronavirus Disease 2019 (COVID-19) Inpatients. Arch Pathol Lab Med 2021; 146:34-37. [PMID: 34546331 DOI: 10.5858/arpa.2021-0255-sa] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/15/2021] [Indexed: 11/06/2022]
Abstract
CONTEXT Coagulation factor and endothelial injury marker, von Willebrand factor antigen (vWF:Ag), is elevated in coronavirus disease 2019 (COVID-19). OBJECTIVE To assess prognostic value of vWF:Ag for COVID-19 inpatients. DESIGN Citrated plasma samples collected from COVID-19 inpatients for D-dimer measurement were tested for vWF:Ag. Measurements of vWF:Ag and common acute phase reactants (APRs) were correlated with clinical outcomes and length of stay (LOS). RESULTS We included 333 samples from a diverse group of 120 COVID-19 inpatients. There was a clear association of higher peak measurements of vWF:Ag and other APRs with adverse clinical outcomes. Peak vWF:Ag >300% was associated with a 5-fold increased risk of death (Odds Ratio 5.08, P<.001) and a 30-fold increased risk of prolonged (>4 days) LOS (OR 29.65, P =.001). Peak D-dimer >3.8 FEU mg/L was associated with a 15-fold increase in risk of death (OR 14.73, P <.001) and a 5-fold increased risk of prolonged LOS (OR 4.55, P=.02). Using the earliest paired measurements of vWF:Ag and D-dimer from each patient and the same cut-offs, vWF:Ag was associated with a 3.5-fold increase in risk of death (OR 3.54, P=.004) and a 20-fold risk of prolonged LOS (OR 20.19, P=.004). Yet D-dimer was not significantly associated with either death (OR 1.9, P=.29) or prolonged LOS (OR 1.02, P=.98). CONCLUSIONS Both peak and early post-admission vWF:Ag >300% were highly predictive of death and prolonged length of stay among COVID-19 inpatients. Measurement of vWF:Ag may prove a valuable tool to guide escalation of COVID-19 treatment, particularly anticoagulation.
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Affiliation(s)
- Alexander H Cotter
- Departments of Pathology (AH Cotter, Shafi, Palmer-Toy), Research & Evaluation (Yang), and Cardiology (TM Cotter), at Kaiser Permanente / Southern California Permanente Medical Group, Pasadena, CA
| | - Su-Jau T Yang
- Departments of Pathology (AH Cotter, Shafi, Palmer-Toy), Research & Evaluation (Yang), and Cardiology (TM Cotter), at Kaiser Permanente / Southern California Permanente Medical Group, Pasadena, CA
| | - Hedyeh Shafi
- Departments of Pathology (AH Cotter, Shafi, Palmer-Toy), Research & Evaluation (Yang), and Cardiology (TM Cotter), at Kaiser Permanente / Southern California Permanente Medical Group, Pasadena, CA
| | - Timothy M Cotter
- Departments of Pathology (AH Cotter, Shafi, Palmer-Toy), Research & Evaluation (Yang), and Cardiology (TM Cotter), at Kaiser Permanente / Southern California Permanente Medical Group, Pasadena, CA
| | - Darryl Erik Palmer-Toy
- Departments of Pathology (AH Cotter, Shafi, Palmer-Toy), Research & Evaluation (Yang), and Cardiology (TM Cotter), at Kaiser Permanente / Southern California Permanente Medical Group, Pasadena, CA
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Huang Z, Wang S, Zhang HJ, Zhou YL, Tang X, Shi JH. Characteristics of hypoxic tumor microenvironment in non-small cell lung cancer, involving molecular patterns and prognostic signature. Transl Lung Cancer Res 2021; 10:2132-2147. [PMID: 34164265 PMCID: PMC8182713 DOI: 10.21037/tlcr-20-1314] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Background The mechanisms of hypoxia or immune microenvironment in cancer have been studied respectively, but the role of hypoxia immune microenvironment in non-small cell lung cancer (NSCLC) still needs further exploration. Methods By applying the K-means algorithm, 1,121 patients with NSCLC were divided into three categories. We evaluated the constructed signature in order to link it with the prognosis, which was constructed by univariate and least absolute shrinkage operator (LASSO) Cox regression analysis. Results A total of three clusters were obtained by clustering five Gene Expression Omnibus (GEO) data sets. Gene Set Variation Analysis (GSVA) and immune infiltration analysis were performed to explore the biological behavior. Cluster one presented an activated state of oncogenic pathways, and compared with the other two clusters, the median risk score was the highest, which was the reason for its poor survival. Cluster three showed that the immune pathway was active and the median risk score was the lowest, so the survival was the best. However, cluster two presented a state in which both immune and matrix pathways were activate. This was manifested as mutual antagonism, and its risk score was in the middle. Its survival was in the middle. Conclusions This work revealed the role of hypoxia related genes (HRGs) modification in tumor microenvironment, which was conducive to our comprehensive analysis of the prognosis of NSCLC, and provided direction and guidance for clinical immunotherapy.
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Affiliation(s)
- Zhanghao Huang
- Nantong Key Laboratory of Translational Medicine in Cardiothoracic Diseases, and Research Institution of Translational Medicine in Cardiothoracic Diseases, Affiliated Hospital of Nantong University, Nantong, China.,Department of Thoracic Surgery, Affiliated Hospital of Nantong University, Nantong, China.,Medical College of Nantong University, Nantong, China
| | - Shuo Wang
- Nantong Key Laboratory of Translational Medicine in Cardiothoracic Diseases, and Research Institution of Translational Medicine in Cardiothoracic Diseases, Affiliated Hospital of Nantong University, Nantong, China.,Department of Thoracic Surgery, Affiliated Hospital of Nantong University, Nantong, China.,Medical College of Nantong University, Nantong, China
| | - Hai-Jian Zhang
- Research Center of Clinical Medicine, Affiliated Hospital of Nantong University, Nantong, China
| | - You Lang Zhou
- Research Center of Clinical Medicine, Affiliated Hospital of Nantong University, Nantong, China
| | - Xin Tang
- Key Laboratory of Neuroregeneration of Jiangsu and Ministry of Education, Co-Innovation Center of Neuroregeneration, Nantong University, Nantong, China
| | - Jia-Hai Shi
- Nantong Key Laboratory of Translational Medicine in Cardiothoracic Diseases, and Research Institution of Translational Medicine in Cardiothoracic Diseases, Affiliated Hospital of Nantong University, Nantong, China.,Department of Thoracic Surgery, Affiliated Hospital of Nantong University, Nantong, China
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Moriya K, Namisaki T, Takaya H, Kaji K, Kawaratani H, Shimozato N, Sawada Y, Douhara A, Sato S, Furukawa M, Kitagawa K, Akahane T, Yoshiji H. Identification of the Response-Related Biomarker of Bimonthly Hepatic Arterial Infusion Chemotherapy. J Clin Med 2021; 10:629. [PMID: 33562238 DOI: 10.3390/jcm10040629] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2020] [Revised: 02/02/2021] [Accepted: 02/03/2021] [Indexed: 12/25/2022] Open
Abstract
Despite the availability of molecularly targeted agents for advanced hepatocellular carcinoma (aHCC), these are limited to compensated cirrhotic patients, and concerns about decreased hepatic functional reserve (HFR) and unknown adverse events, which may affect long-term survival, remain unaddressed. In this study, we enrolled 96 aHCC patients treated with bimonthly hepatic arterial infusion chemotherapy (B-HAIC) with cisplatin or sorafenib monotherapy (oral sorafenib 400 mg twice daily) not only to demonstrate its efficacy and significance but also to indicate preferable candidates by setting a response-related biomarker. Differences in treatment had no significant effect on overall survival (OS). The response rate in patients treated with B-HAIC was relatively higher than those treated with sorafenib. HFR was well maintained over the treatment course with B-HAIC, while it was significantly impaired with sorafenib. By employing multivariate analysis, we found negative trends between progression-free survival (PFS) periods and serum levels of alpha fetoprotein as well as des-gamma-carboxy prothrombin (DCP). In addition, a logistic regression analysis of the relationship between serum DCP levels and PFS periods over 420 days (14 months) showed that the PFS periods of patients with higher DCP was significantly shorter than those of patients with lower DCP (p = 0.02). Subsequently, the present study demonstrated the efficacy and safety of B-HAIC and identified a predictor of unpreferable patients. Based on these results, B-HAIC might be an alternative treatment after the implementation of new molecularly targeted therapies.
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