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Espejo-Cruz ML, González-Rubio S, Espejo JJ, Zamora-Olaya JM, Prieto-Torre M, Linares CI, Ruiz-Ramas Á, Jiménez-Arranz Á, Guerrero-Misas M, Barrera-Baena P, Poyato-González A, Montero JL, Sánchez-Frías M, Ayllón MD, Rodríguez-Perálvarez ML, de la Mata M, Ferrín G. Early release of circulating tumor cells after transarterial chemoembolization hinders therapeutic response in patients with hepatocellular carcinoma. J Transl Med 2025; 23:139. [PMID: 39885581 PMCID: PMC11783761 DOI: 10.1186/s12967-025-06092-3] [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: 09/12/2024] [Accepted: 01/07/2025] [Indexed: 02/01/2025] Open
Abstract
BACKGROUND Transarterial chemoembolization (TACE) is the first-line therapeutic option for patients with intermediate-stage hepatocellular carcinoma (HCC). Tumor neovascularization allows tumor growth and may facilitate the release of circulating tumor cells (CTCs) to the bloodstream after TACE. We investigated the relationship between early release of CTCs and radiological response after TACE. METHODS Prospective, single-center study including patients with HCC undergoing a first TACE from January 2019 to June 2023. The IsoFlux® system was used to evaluate EpCAM+ CTC counts before TACE, at day 1 (D1), and at day 30 after TACE. Radiological response to TACE was assessed according to the mRECIST criteria one month after the procedure. Tumor vascularity was assessed by an interventional radiologist. RESULTS In all, 48 patients with HCC undergoing TACE were included (age 64.2 ± 7.6 years, 14.6% women). CTC levels increased at D1 (114.0% [IQR 76.5%-178.0%], p = 0.019) and normalized to baseline levels in the first month after TACE (76.5% [IQR 41.3%-131.8%], p = 0.263). Higher CTC counts at baseline (p = 0.009) and at D1 (p = 0.026) were associated with tumor hypervascularity. Larger tumor size [OR: 1.9 (95% CI: 1.1-3.3), p = 0.020] and CTC increase at D1 [OR: 5.3 (95% CI: 1.3-21.0), p = 0.017] were independent predictors of non-response to TACE, especially for those patients with hypervascular lesions. CONCLUSIONS A meaningful release of CTCs 24 h after TACE was associated with suboptimal tumor response one month after the procedure. Future studies should evaluate the role of CTC dynamics to select candidates for adjuvant therapy after TACE and to analyze their impact on long-term outcomes.
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Affiliation(s)
- María L Espejo-Cruz
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), University of Cordoba, Cordoba, Spain
- Biomedical Research Network Center for Liver and Digestive Diseases (CIBERehd), Madrid, Spain
| | - Sandra González-Rubio
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), University of Cordoba, Cordoba, Spain
| | - Juan J Espejo
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), University of Cordoba, Cordoba, Spain
- Department of Interventional Radiology, Reina Sofia University Hospital, Cordoba, Spain
| | - Javier M Zamora-Olaya
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), University of Cordoba, Cordoba, Spain
- Department of Hepatology and Liver Transplantation, Reina Sofia University Hospital, Cordoba, Spain
| | - María Prieto-Torre
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), University of Cordoba, Cordoba, Spain
- Department of Hepatology and Liver Transplantation, Reina Sofia University Hospital, Cordoba, Spain
| | - Clara I Linares
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), University of Cordoba, Cordoba, Spain
| | - Álvaro Ruiz-Ramas
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), University of Cordoba, Cordoba, Spain
| | - Álvaro Jiménez-Arranz
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), University of Cordoba, Cordoba, Spain
| | - Marta Guerrero-Misas
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), University of Cordoba, Cordoba, Spain
- Department of Hepatology and Liver Transplantation, Reina Sofia University Hospital, Cordoba, Spain
| | - Pilar Barrera-Baena
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), University of Cordoba, Cordoba, Spain
- Biomedical Research Network Center for Liver and Digestive Diseases (CIBERehd), Madrid, Spain
- Department of Hepatology and Liver Transplantation, Reina Sofia University Hospital, Cordoba, Spain
| | - Antonio Poyato-González
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), University of Cordoba, Cordoba, Spain
- Biomedical Research Network Center for Liver and Digestive Diseases (CIBERehd), Madrid, Spain
- Department of Hepatology and Liver Transplantation, Reina Sofia University Hospital, Cordoba, Spain
| | - José L Montero
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), University of Cordoba, Cordoba, Spain
- Biomedical Research Network Center for Liver and Digestive Diseases (CIBERehd), Madrid, Spain
- Department of Hepatology and Liver Transplantation, Reina Sofia University Hospital, Cordoba, Spain
| | - Marina Sánchez-Frías
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), University of Cordoba, Cordoba, Spain
- Department of Pathology, Reina Sofia University Hospital, Cordoba, Spain
| | - María D Ayllón
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), University of Cordoba, Cordoba, Spain
- Department of Hepatobiliary Surgery and Liver Transplantation, Reina Sofia University Hospital, Cordoba, Spain
| | - Manuel L Rodríguez-Perálvarez
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), University of Cordoba, Cordoba, Spain.
- Biomedical Research Network Center for Liver and Digestive Diseases (CIBERehd), Madrid, Spain.
- Department of Hepatology and Liver Transplantation, Reina Sofia University Hospital, Cordoba, Spain.
| | - Manuel de la Mata
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), University of Cordoba, Cordoba, Spain
- Biomedical Research Network Center for Liver and Digestive Diseases (CIBERehd), Madrid, Spain
- Department of Hepatology and Liver Transplantation, Reina Sofia University Hospital, Cordoba, Spain
| | - Gustavo Ferrín
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), University of Cordoba, Cordoba, Spain
- Biomedical Research Network Center for Liver and Digestive Diseases (CIBERehd), Madrid, Spain
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Okubo Y, Toyama N, Kasajima R, Toda S, Hayashi H, Yoshioka E, Washimi K, Sato S, Hiroshima Y, Hasegawa C, Yuguchi S, Kadoya M, Narimatsu H, Masudo K, Iwasaki H, Yokose T, Miyagi Y. Effective Preparation of FFPE Tissue Samples for Preserving Appropriate Nucleic Acid Quality for Genomic Analysis in Thyroid Carcinoma. Endocr Pathol 2024; 35:372-384. [PMID: 39560912 DOI: 10.1007/s12022-024-09838-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/06/2024] [Indexed: 11/20/2024]
Abstract
Formalin-fixed paraffin-embedded (FFPE) tissue samples are important for genomic analysis of thyroid carcinomas, particularly for various molecularly targeted therapies. Therefore, this study developed and validated a technique for preparing FFPE tissue samples that preserves nucleic acid quality, which is fundamental for precise genomic analysis, more effectively than conventional methods. We analyzed surgically resected thyroid gland tumors, lymph node metastases, and separately fixed tumor samples to optimize formalin fixation and assess the influence of specimen type and preparation methods on nucleic acid quality. We assessed several quality indicators, including the DNA integrity number, cycle threshold ratio, RNA integrity number, and DV200. Separately fixed tumor samples consistently exhibited higher DNA and RNA quality than conventionally processed samples. Additionally, lymph node metastases often exhibit nucleic acid quality matching or exceeding that of thyroid gland tumors, highlighting their potential reliability for genomic analysis. These findings suggest the utility of various specimen types for the comprehensive genetic profiling of thyroid carcinomas. In conclusion, this study demonstrated that preparing separately fixed tumor samples is an effective method for preserving DNA and RNA quality for genomic analyses. Biopsy punches enable specimen collection at various facilities, including those without the ability to handle frozen specimens. This contributes to the development of a method for obtaining high-quality pathological samples that can be widely used in general medical practice. Moreover, lymph node metastases often exhibit nucleic acid quality equal to or superior to that of thyroid gland tumors, highlighting their potential as acceptable sources for genomic analyses.
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Affiliation(s)
- Yoichiro Okubo
- Department of Pathology, Kanagawa Cancer Center, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan.
| | - Nagisa Toyama
- Department of Pathology, Kanagawa Cancer Center, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan
| | - Rika Kasajima
- Molecular Pathology and Genetics Division, Kanagawa Cancer Center Research Institute, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan
| | - Soji Toda
- Department of Endocrine Surgery, Kanagawa Cancer Center, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan
| | - Hiroyuki Hayashi
- Department of Pathology, Yokohama Municipal Citizen's Hospital, 1-1 Mitsuzawanishimachi, Kanagawa-Ku, Yokohama, Kanagawa, 221-0855, Japan
| | - Emi Yoshioka
- Department of Pathology, Kanagawa Cancer Center, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan
| | - Kota Washimi
- Department of Pathology, Kanagawa Cancer Center, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan
| | - Shinya Sato
- Department of Pathology, Kanagawa Cancer Center, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan
- Molecular Pathology and Genetics Division, Kanagawa Cancer Center Research Institute, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan
| | - Yukihiko Hiroshima
- Department of Cancer Genome Medicine, Kanagawa Cancer Center, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan
- Advanced Cancer Therapeutics Division, Kanagawa Cancer Center Research Institute, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan
| | - Chie Hasegawa
- Department of Pathology, Kanagawa Cancer Center, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan
| | - Shu Yuguchi
- Department of Pathology, Kanagawa Cancer Center, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan
| | - Mei Kadoya
- Department of Endocrine Surgery, Kanagawa Cancer Center, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan
| | - Hiroto Narimatsu
- Department of Genetic Medicine, Cancer Prevention and Cancer Control Division, Kanagawa Cancer Center Research Institute, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan
- Cancer Prevention and Cancer Control Division, Kanagawa Cancer Center Research Institute, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan
| | - Katsuhiko Masudo
- Department of Endocrine Surgery, Kanagawa Cancer Center, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan
| | - Hiroyuki Iwasaki
- Department of Endocrine Surgery, Kanagawa Cancer Center, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan
- Advanced Cancer Therapeutics Division, Kanagawa Cancer Center Research Institute, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan
| | - Tomoyuki Yokose
- Department of Pathology, Kanagawa Cancer Center, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan
| | - Yohei Miyagi
- Department of Pathology, Kanagawa Cancer Center, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan
- Molecular Pathology and Genetics Division, Kanagawa Cancer Center Research Institute, 2-3-2, Nakao, Asahi-Ku, Yokohama, Kanagawa, 241-8515, Japan
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Moreno CS, Winham CL, Alemozaffar M, Klein ER, Lawal IO, Abiodun-Ojo OA, Patil D, Barwick BG, Huang Y, Schuster DM, Sanda MG, Osunkoya AO. Integrated Genomic Analysis of Primary Prostate Tumor Foci and Corresponding Lymph Node Metastases Identifies Mutations and Pathways Associated with Metastasis. Cancers (Basel) 2023; 15:5671. [PMID: 38067373 PMCID: PMC10705102 DOI: 10.3390/cancers15235671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 11/20/2023] [Accepted: 11/29/2023] [Indexed: 02/12/2024] Open
Abstract
Prostate cancer is a highly heterogeneous disease and mortality is mainly due to metastases but the initial steps of metastasis have not been well characterized. We have performed integrative whole exome sequencing and transcriptome analysis of primary prostate tumor foci and corresponding lymph node metastases (LNM) from 43 patients enrolled in clinical trial. We present evidence that, while there are some cases of clonally independent primary tumor foci, 87% of primary tumor foci and metastases are descended from a common ancestor. We demonstrate that genes related to oxidative phosphorylation are upregulated in LNM and in African-American patients relative to White patients. We further show that mutations in TP53, FLT4, EYA1, NCOR2, CSMD3, and PCDH15 are enriched in prostate cancer metastases. These findings were validated in a meta-analysis of 3929 primary tumors and 2721 metastases and reveal a pattern of molecular alterations underlying the pathology of metastatic prostate cancer. We show that LNM contain multiple subclones that are already present in primary tumor foci. We observed enrichment of mutations in several genes including understudied genes such as EYA1, CSMD3, FLT4, NCOR2, and PCDH15 and found that mutations in EYA1 and CSMD3 are associated with a poor outcome in prostate cancer.
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Affiliation(s)
- Carlos S. Moreno
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA 30322, USA; (C.L.W.); (A.O.O.)
- Department of Biomedical Informatics, Emory University, Atlanta, GA 30322, USA
| | - Cynthia L. Winham
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA 30322, USA; (C.L.W.); (A.O.O.)
| | - Mehrdad Alemozaffar
- Department of Urology, Emory University, Atlanta, GA 30322, USA (D.P.); (M.G.S.)
| | - Emma R. Klein
- Emory College of Arts and Sciences, Atlanta, GA 30322, USA
| | - Ismaheel O. Lawal
- Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA 30322, USA (O.A.A.-O.); (D.M.S.)
| | - Olayinka A. Abiodun-Ojo
- Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA 30322, USA (O.A.A.-O.); (D.M.S.)
| | - Dattatraya Patil
- Department of Urology, Emory University, Atlanta, GA 30322, USA (D.P.); (M.G.S.)
| | - Benjamin G. Barwick
- Department of Hematology and Medical Oncology, Emory University, Atlanta, GA 30322, USA
| | - Yijian Huang
- Department of Biostatistics and Bioinformatics, Emory University, Atlanta, GA 30322, USA;
| | - David M. Schuster
- Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA 30322, USA (O.A.A.-O.); (D.M.S.)
| | - Martin G. Sanda
- Department of Urology, Emory University, Atlanta, GA 30322, USA (D.P.); (M.G.S.)
| | - Adeboye O. Osunkoya
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA 30322, USA; (C.L.W.); (A.O.O.)
- Department of Urology, Emory University, Atlanta, GA 30322, USA (D.P.); (M.G.S.)
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Bi W, Guo W, Fan G, Xie L, Jiang C. Identification and validation of a novel overall survival prediction model for immune-related genes in bone metastases of prostate cancer. Aging (Albany NY) 2023; 15:7161-7186. [PMID: 37494663 PMCID: PMC10415549 DOI: 10.18632/aging.204900] [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: 04/14/2023] [Accepted: 07/06/2023] [Indexed: 07/28/2023]
Abstract
Immunotherapy has become a revolutionary treatment for cancer and brought new vitality to tumor immunity. Bone metastases are the most prevalent metastatic site for advanced prostate cancer (PCa). Therefore, finding new immunotherapy targets in PCa patients with bone metastasis is urgently needed. We conducted an elaborative bioinformatics study of immune-related genes (IRGs) and tumor-infiltrating immune cells (TIICs) in PCa bone metastases. Databases were integrated to obtain RNA-sequencing data and clinical prognostic information. Univariate and multivariate Cox regression analyses were conducted to construct an overall survival (OS) prediction model. GSE32269 was analyzed to acquire differentially expressed IRGs. The OS prediction model was established by employing six IRGs (MAVS, HSP90AA1, FCGR3A, CTSB, FCER1G, and CD4). The CIBERSORT algorithm was adopted to assess the proportion of TIICs in each group. Furthermore, Transwell, MTT, and wound healing assays were employed to determine the effect of MAVS on PCa cells. High-risk patients had worse OS compared to the low-risk patients in the training and validation cohorts. Meanwhile, clinically practical nomograms were generated using these identified IRGs to predict the 3- and 5-year survival rates of patients. The infiltration percentages of some TIICs were closely linked to the risk score of the OS prediction model. Some tumor-infiltrating immune cells were related to the OS. FCGR3A was closely correlated with some TIICs. In vitro experiments verified that up-regulation of MAVS suppressed the proliferation and metastatic abilities of PCa cells. Our work presented a thorough interpretation of TIICs and IRGs for illustrating and discovering new potential immune checkpoints in bone metastases of PCa.
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Affiliation(s)
- Wen Bi
- Department of Sports Medicine, Huazhong University of Science and Technology Union Shenzhen Hospital, The 6th Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen, China
| | - Weiming Guo
- Department of Sports Medicine, Huazhong University of Science and Technology Union Shenzhen Hospital, The 6th Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen, China
| | - Gang Fan
- Department of Urology, Huazhong University of Science and Technology Union Shenzhen Hospital, The 6th Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen, China
| | - Lei Xie
- Department of Urology, Huazhong University of Science and Technology Union Shenzhen Hospital, The 6th Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen, China
| | - Changqing Jiang
- Department of Sports Medicine, Huazhong University of Science and Technology Union Shenzhen Hospital, The 6th Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen, China
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